warning: commands will be executed using /bin/sh
job 2132 at Sat Mar 22 03:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140314/YutaMouse20-140314/YutaMouse20-140314
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1179231 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 20726 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 20873 members 
Mstep: Class 5 contains 20605 members 
Mstep: Class 6 contains 20840 members 
Mstep: Class 7 contains 20429 members 
Mstep: Class 8 contains 20539 members 
Mstep: Class 9 contains 20768 members 
Mstep: Class 10 contains 20648 members 
Mstep: Class 11 contains 20925 members 
Mstep: Class 12 contains 20451 members 
Mstep: Class 13 contains 20569 members 
Mstep: Class 14 contains 20602 members 
Mstep: Class 15 contains 20719 members 
Mstep: Class 16 contains 20710 members 
Mstep: Class 17 contains 20763 members 
Mstep: Class 18 contains 20712 members 
Mstep: Class 19 contains 20539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 765.110718 but Gain 3194.675781
Score: -42262004.000000 Penalty: 57504.179688
Iteration 0F: 19 clusters Score -4.2262e+07 nChanged 369419
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 38409 members 
Mstep: Class 4 contains 20203 members 
Mstep: Class 5 contains 16499 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 20615 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 37687 members 
Mstep: Class 13 contains 22960 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 9819 members 
Mstep: Class 16 contains 36165 members 
Mstep: Class 17 contains 32934 members 
Mstep: Class 18 contains 29800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43524068.000000 Penalty: 57504.179688
Iteration 1F: 19 clusters Score -4.352407e+07 nChanged 175570
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 56979 members 
Mstep: Class 4 contains 17149 members 
Mstep: Class 5 contains 13054 members 
Mstep: Class 6 contains 17847 members 
Mstep: Class 7 contains 23271 members 
Mstep: Class 8 contains 8464 members 
Mstep: Class 9 contains 11721 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 44203 members 
Mstep: Class 13 contains 21158 members 
Mstep: Class 14 contains 8147 members 
Mstep: Class 15 contains 9733 members 
Mstep: Class 16 contains 62477 members 
Mstep: Class 17 contains 28855 members 
Mstep: Class 18 contains 30087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43942728.000000 Penalty: 57504.179688
Iteration 2F: 19 clusters Score -4.394273e+07 nChanged 112776
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 62747 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 5 contains 11217 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 23620 members 
Mstep: Class 8 contains 9043 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 43243 members 
Mstep: Class 13 contains 22957 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 82861 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 27250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2863.067627 but Gain 3194.675781
Score: -44181464.000000 Penalty: 54309.503906
Iteration 3F: 18 clusters Score -4.418146e+07 nChanged 90994
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 65477 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 10145 members 
Mstep: Class 6 contains 18415 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 12 contains 51422 members 
Mstep: Class 13 contains 23937 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 91717 members 
Mstep: Class 17 contains 19581 members 
Mstep: Class 18 contains 19324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44446864.000000 Penalty: 54309.503906
Iteration 4F: 18 clusters Score -4.444686e+07 nChanged 77160
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7713 members 
Mstep: Class 3 contains 71822 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 9266 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 19172 members 
Mstep: Class 8 contains 10045 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 11717 members 
Mstep: Class 12 contains 68328 members 
Mstep: Class 13 contains 22278 members 
Mstep: Class 14 contains 8846 members 
Mstep: Class 15 contains 18359 members 
Mstep: Class 16 contains 88559 members 
Mstep: Class 17 contains 15307 members 
Mstep: Class 18 contains 11194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44700228.000000 Penalty: 54309.503906
Iteration 5F: 18 clusters Score -4.470023e+07 nChanged 49569
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 71632 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 8591 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 12462 members 
Mstep: Class 12 contains 79514 members 
Mstep: Class 13 contains 17943 members 
Mstep: Class 14 contains 8948 members 
Mstep: Class 15 contains 18849 members 
Mstep: Class 16 contains 90268 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 8052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833432.000000 Penalty: 54309.503906
Iteration 6F: 18 clusters Score -4.483343e+07 nChanged 27692
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 72235 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 8790 members 
Mstep: Class 6 contains 19018 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 12 contains 81843 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 18670 members 
Mstep: Class 16 contains 91350 members 
Mstep: Class 17 contains 14425 members 
Mstep: Class 18 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44891276.000000 Penalty: 54309.503906
Iteration 7F: 18 clusters Score -4.489128e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 73096 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 19181 members 
Mstep: Class 7 contains 11469 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 4695 members 
Mstep: Class 10 contains 12993 members 
Mstep: Class 12 contains 80929 members 
Mstep: Class 13 contains 14077 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 18237 members 
Mstep: Class 16 contains 91896 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 8002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44914040.000000 Penalty: 54309.503906
Iteration 8Q: 18 clusters Score -4.491404e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 73391 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 12971 members 
Mstep: Class 12 contains 80094 members 
Mstep: Class 13 contains 13591 members 
Mstep: Class 14 contains 8104 members 
Mstep: Class 15 contains 17786 members 
Mstep: Class 16 contains 92139 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44923180.000000 Penalty: 54309.503906
Iteration 9Q: 18 clusters Score -4.492318e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 73422 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 19443 members 
Mstep: Class 7 contains 9593 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 12 contains 79487 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 17337 members 
Mstep: Class 16 contains 92232 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44928324.000000 Penalty: 54309.503906
Iteration 10Q: 18 clusters Score -4.492832e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 3 contains 73374 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 19459 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 10531 members 
Mstep: Class 9 contains 5817 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 12 contains 79053 members 
Mstep: Class 13 contains 13113 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 92294 members 
Mstep: Class 17 contains 18021 members 
Mstep: Class 18 contains 8726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44932152.000000 Penalty: 54309.503906
Iteration 11Q: 18 clusters Score -4.493215e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 73286 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 19383 members 
Mstep: Class 7 contains 8580 members 
Mstep: Class 8 contains 10675 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 12 contains 78716 members 
Mstep: Class 13 contains 12866 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 16 contains 92342 members 
Mstep: Class 17 contains 18887 members 
Mstep: Class 18 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44934892.000000 Penalty: 54309.503906
Iteration 12Q: 18 clusters Score -4.493489e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 73093 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 19247 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 10791 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 12 contains 78467 members 
Mstep: Class 13 contains 12610 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 16768 members 
Mstep: Class 16 contains 92386 members 
Mstep: Class 17 contains 19606 members 
Mstep: Class 18 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44937036.000000 Penalty: 54309.503906
Iteration 13Q: 18 clusters Score -4.493704e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 72843 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 19040 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 10868 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 10 contains 12960 members 
Mstep: Class 12 contains 78297 members 
Mstep: Class 13 contains 12373 members 
Mstep: Class 14 contains 5523 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 92435 members 
Mstep: Class 17 contains 20260 members 
Mstep: Class 18 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44938440.000000 Penalty: 54309.503906
Iteration 14Q: 18 clusters Score -4.493844e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 72603 members 
Mstep: Class 4 contains 1276 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 6 contains 18811 members 
Mstep: Class 7 contains 7990 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 12964 members 
Mstep: Class 12 contains 78161 members 
Mstep: Class 13 contains 12163 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 16662 members 
Mstep: Class 16 contains 92475 members 
Mstep: Class 17 contains 20848 members 
Mstep: Class 18 contains 9131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44939304.000000 Penalty: 54309.503906
Iteration 15Q: 18 clusters Score -4.49393e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 72422 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 9378 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 7897 members 
Mstep: Class 8 contains 10990 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 12956 members 
Mstep: Class 12 contains 78056 members 
Mstep: Class 13 contains 11965 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 92512 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 9137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44939868.000000 Penalty: 54309.503906
Iteration 16Q: 18 clusters Score -4.493987e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 72285 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 9345 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 7823 members 
Mstep: Class 8 contains 11062 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 12969 members 
Mstep: Class 12 contains 77980 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 92545 members 
Mstep: Class 17 contains 21916 members 
Mstep: Class 18 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44940396.000000 Penalty: 54309.503906
Iteration 17Q: 18 clusters Score -4.49404e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 72162 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 17830 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 12990 members 
Mstep: Class 12 contains 77906 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 16457 members 
Mstep: Class 16 contains 92576 members 
Mstep: Class 17 contains 22401 members 
Mstep: Class 18 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44940896.000000 Penalty: 54309.503906
Iteration 18Q: 18 clusters Score -4.49409e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 72085 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 12 contains 77816 members 
Mstep: Class 13 contains 11494 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 16405 members 
Mstep: Class 16 contains 92593 members 
Mstep: Class 17 contains 22912 members 
Mstep: Class 18 contains 9070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44941356.000000 Penalty: 54309.503906
Iteration 19Q: 18 clusters Score -4.494136e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 72018 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 7 contains 7725 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 13006 members 
Mstep: Class 12 contains 77712 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 16352 members 
Mstep: Class 16 contains 92603 members 
Mstep: Class 17 contains 23422 members 
Mstep: Class 18 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44943412.000000 Penalty: 54309.503906
Iteration 20F: 18 clusters Score -4.494341e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 71919 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 9253 members 
Mstep: Class 6 contains 16705 members 
Mstep: Class 7 contains 7536 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 12999 members 
Mstep: Class 12 contains 77594 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 16293 members 
Mstep: Class 16 contains 92611 members 
Mstep: Class 17 contains 23964 members 
Mstep: Class 18 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44945348.000000 Penalty: 54309.503906
Iteration 21Q: 18 clusters Score -4.494535e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 71839 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 9205 members 
Mstep: Class 6 contains 16327 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 11303 members 
Mstep: Class 9 contains 9627 members 
Mstep: Class 10 contains 12990 members 
Mstep: Class 12 contains 77523 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 4029 members 
Mstep: Class 15 contains 16247 members 
Mstep: Class 16 contains 92622 members 
Mstep: Class 17 contains 24458 members 
Mstep: Class 18 contains 8949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44946884.000000 Penalty: 54309.503906
Iteration 22Q: 18 clusters Score -4.494688e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 71741 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 6 contains 15981 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 11330 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 12983 members 
Mstep: Class 12 contains 77486 members 
Mstep: Class 13 contains 11015 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 16202 members 
Mstep: Class 16 contains 92629 members 
Mstep: Class 17 contains 24912 members 
Mstep: Class 18 contains 8861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44947848.000000 Penalty: 54309.503906
Iteration 23Q: 18 clusters Score -4.494785e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 71642 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 6 contains 15732 members 
Mstep: Class 7 contains 7232 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 10531 members 
Mstep: Class 10 contains 12980 members 
Mstep: Class 12 contains 77454 members 
Mstep: Class 13 contains 10903 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 16155 members 
Mstep: Class 16 contains 92627 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44948620.000000 Penalty: 54309.503906
Iteration 24Q: 18 clusters Score -4.494862e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 71572 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 15580 members 
Mstep: Class 7 contains 7168 members 
Mstep: Class 8 contains 11396 members 
Mstep: Class 9 contains 10950 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 10801 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 16106 members 
Mstep: Class 16 contains 92632 members 
Mstep: Class 17 contains 25417 members 
Mstep: Class 18 contains 8667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44949008.000000 Penalty: 54309.503906
Iteration 25Q: 18 clusters Score -4.494901e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 71486 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 15489 members 
Mstep: Class 7 contains 7111 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 9 contains 11406 members 
Mstep: Class 10 contains 12971 members 
Mstep: Class 12 contains 77462 members 
Mstep: Class 13 contains 10696 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 16 contains 92642 members 
Mstep: Class 17 contains 25499 members 
Mstep: Class 18 contains 8559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44949284.000000 Penalty: 54309.503906
Iteration 26Q: 18 clusters Score -4.494928e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 71388 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 15428 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 11889 members 
Mstep: Class 10 contains 12969 members 
Mstep: Class 12 contains 77465 members 
Mstep: Class 13 contains 10637 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 15993 members 
Mstep: Class 16 contains 92642 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44949508.000000 Penalty: 54309.503906
Iteration 27Q: 18 clusters Score -4.494951e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 71289 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 15391 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 12410 members 
Mstep: Class 10 contains 12971 members 
Mstep: Class 12 contains 77463 members 
Mstep: Class 13 contains 10584 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 15964 members 
Mstep: Class 16 contains 92621 members 
Mstep: Class 17 contains 25573 members 
Mstep: Class 18 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44949900.000000 Penalty: 54309.503906
Iteration 28Q: 18 clusters Score -4.49499e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 11922 members 
Mstep: Class 3 contains 71191 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 8490 members 
Mstep: Class 6 contains 15360 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 11497 members 
Mstep: Class 9 contains 13020 members 
Mstep: Class 10 contains 12973 members 
Mstep: Class 12 contains 77457 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 92597 members 
Mstep: Class 17 contains 25595 members 
Mstep: Class 18 contains 8011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44950344.000000 Penalty: 54309.503906
Iteration 29Q: 18 clusters Score -4.495034e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11941 members 
Mstep: Class 3 contains 71066 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 15346 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 13701 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 12 contains 77451 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 92581 members 
Mstep: Class 17 contains 25623 members 
Mstep: Class 18 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44950976.000000 Penalty: 54309.503906
Iteration 30Q: 18 clusters Score -4.495098e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11968 members 
Mstep: Class 3 contains 70930 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 11521 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 12 contains 77457 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 92552 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44951744.000000 Penalty: 54309.503906
Iteration 31Q: 18 clusters Score -4.495174e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 70807 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 15322 members 
Mstep: Class 7 contains 6932 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 15237 members 
Mstep: Class 10 contains 12979 members 
Mstep: Class 12 contains 77458 members 
Mstep: Class 13 contains 10348 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 92525 members 
Mstep: Class 17 contains 25643 members 
Mstep: Class 18 contains 7161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44952644.000000 Penalty: 54309.503906
Iteration 32Q: 18 clusters Score -4.495264e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12022 members 
Mstep: Class 3 contains 70680 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 11518 members 
Mstep: Class 9 contains 15904 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 12 contains 77454 members 
Mstep: Class 13 contains 10274 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 92487 members 
Mstep: Class 17 contains 25668 members 
Mstep: Class 18 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44953392.000000 Penalty: 54309.503906
Iteration 33Q: 18 clusters Score -4.495339e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 70533 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 6 contains 15296 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 11513 members 
Mstep: Class 9 contains 16463 members 
Mstep: Class 10 contains 12984 members 
Mstep: Class 12 contains 77449 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 15835 members 
Mstep: Class 16 contains 92457 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 6675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44953840.000000 Penalty: 54309.503906
Iteration 34Q: 18 clusters Score -4.495384e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12084 members 
Mstep: Class 3 contains 70366 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 15287 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 11530 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 12 contains 77450 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 92411 members 
Mstep: Class 17 contains 25682 members 
Mstep: Class 18 contains 6498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954184.000000 Penalty: 54309.503906
Iteration 35Q: 18 clusters Score -4.495418e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12117 members 
Mstep: Class 3 contains 70190 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 15277 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 17363 members 
Mstep: Class 10 contains 12994 members 
Mstep: Class 12 contains 77437 members 
Mstep: Class 13 contains 10101 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 15819 members 
Mstep: Class 16 contains 92383 members 
Mstep: Class 17 contains 25688 members 
Mstep: Class 18 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954616.000000 Penalty: 54309.503906
Iteration 36Q: 18 clusters Score -4.495462e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 70010 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 15270 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 11547 members 
Mstep: Class 9 contains 17770 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 12 contains 77429 members 
Mstep: Class 13 contains 10047 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 92358 members 
Mstep: Class 17 contains 25690 members 
Mstep: Class 18 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954812.000000 Penalty: 54309.503906
Iteration 37Q: 18 clusters Score -4.495481e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 69854 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 15264 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 11538 members 
Mstep: Class 9 contains 18123 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 12 contains 77424 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 92338 members 
Mstep: Class 17 contains 25695 members 
Mstep: Class 18 contains 6028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44955024.000000 Penalty: 54309.503906
Iteration 38Q: 18 clusters Score -4.495502e+07 nChanged 615
Entering ConstructFrom: 
Score: -44955024.000000 Penalty: 54309.503906
Entering ConstructFrom: 
Trying to split cluster 1 (7318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Entering Unmasked Estep 
Score: -852003.437500 Penalty: 2206.726807
	Iteration 0F: 2 clusters Score -852003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -846050.812500 Penalty: 4413.453613
	Iteration 0F: 3 clusters Score -846050.8 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -847592.187500 Penalty: 4413.453613
	Iteration 1F: 3 clusters Score -847592.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -847813.812500 Penalty: 4413.453613
	Iteration 2F: 3 clusters Score -847813.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -847954.250000 Penalty: 4413.453613
	Iteration 3Q: 3 clusters Score -847954.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -848067.187500 Penalty: 4413.453613
	Iteration 4Q: 3 clusters Score -848067.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -848177.437500 Penalty: 4413.453613
	Iteration 5Q: 3 clusters Score -848177.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -848275.625000 Penalty: 4413.453613
	Iteration 6Q: 3 clusters Score -848275.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -848367.125000 Penalty: 4413.453613
	Iteration 7Q: 3 clusters Score -848367.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -848457.625000 Penalty: 4413.453613
	Iteration 8Q: 3 clusters Score -848457.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -848547.437500 Penalty: 4413.453613
	Iteration 9Q: 3 clusters Score -848547.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -848644.312500 Penalty: 4413.453613
	Iteration 10Q: 3 clusters Score -848644.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -848748.250000 Penalty: 4413.453613
	Iteration 11Q: 3 clusters Score -848748.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -848842.687500 Penalty: 4413.453613
	Iteration 12Q: 3 clusters Score -848842.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -848942.187500 Penalty: 4413.453613
	Iteration 13Q: 3 clusters Score -848942.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -849037.937500 Penalty: 4413.453613
	Iteration 14Q: 3 clusters Score -849037.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -849115.812500 Penalty: 4413.453613
	Iteration 15Q: 3 clusters Score -849115.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -849176.750000 Penalty: 4413.453613
	Iteration 16Q: 3 clusters Score -849176.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -849224.437500 Penalty: 4413.453613
	Iteration 17Q: 3 clusters Score -849224.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -849271.500000 Penalty: 4413.453613
	Iteration 18Q: 3 clusters Score -849271.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -849304.812500 Penalty: 4413.453613
	Iteration 19Q: 3 clusters Score -849304.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -849349.812500 Penalty: 4413.453613
	Iteration 20F: 3 clusters Score -849349.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -849397.187500 Penalty: 4413.453613
	Iteration 21Q: 3 clusters Score -849397.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -849436.437500 Penalty: 4413.453613
	Iteration 22Q: 3 clusters Score -849436.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -849466.062500 Penalty: 4413.453613
	Iteration 23Q: 3 clusters Score -849466.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -849485.187500 Penalty: 4413.453613
	Iteration 24Q: 3 clusters Score -849485.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -849504.187500 Penalty: 4413.453613
	Iteration 25Q: 3 clusters Score -849504.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -849526.312500 Penalty: 4413.453613
	Iteration 26Q: 3 clusters Score -849526.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -849549.812500 Penalty: 4413.453613
	Iteration 27Q: 3 clusters Score -849549.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -849578.000000 Penalty: 4413.453613
	Iteration 28Q: 3 clusters Score -849578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -849601.437500 Penalty: 4413.453613
	Iteration 29Q: 3 clusters Score -849601.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -849634.687500 Penalty: 4413.453613
	Iteration 30Q: 3 clusters Score -849634.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -849671.750000 Penalty: 4413.453613
	Iteration 31Q: 3 clusters Score -849671.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -849709.812500 Penalty: 4413.453613
	Iteration 32Q: 3 clusters Score -849709.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -849746.250000 Penalty: 4413.453613
	Iteration 33Q: 3 clusters Score -849746.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -849797.875000 Penalty: 4413.453613
	Iteration 34Q: 3 clusters Score -849797.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -849840.750000 Penalty: 4413.453613
	Iteration 35Q: 3 clusters Score -849840.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -849874.000000 Penalty: 4413.453613
	Iteration 36Q: 3 clusters Score -849874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -849894.250000 Penalty: 4413.453613
	Iteration 37Q: 3 clusters Score -849894.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -849910.687500 Penalty: 4413.453613
	Iteration 38Q: 3 clusters Score -849910.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -849925.375000 Penalty: 4413.453613
	Iteration 39Q: 3 clusters Score -849925.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -849935.187500 Penalty: 4413.453613
	Iteration 40F: 3 clusters Score -849935.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -849942.937500 Penalty: 4413.453613
	Iteration 41Q: 3 clusters Score -849942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -849954.125000 Penalty: 4413.453613
	Iteration 42Q: 3 clusters Score -849954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -849964.750000 Penalty: 4413.453613
	Iteration 43Q: 3 clusters Score -849964.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -849979.125000 Penalty: 4413.453613
	Iteration 44Q: 3 clusters Score -849979.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -849988.312500 Penalty: 4413.453613
	Iteration 45Q: 3 clusters Score -849988.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -850001.437500 Penalty: 4413.453613
	Iteration 46Q: 3 clusters Score -850001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -850012.937500 Penalty: 4413.453613
	Iteration 47Q: 3 clusters Score -850012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -850019.750000 Penalty: 4413.453613
	Iteration 48Q: 3 clusters Score -850019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -850024.625000 Penalty: 4413.453613
	Iteration 49Q: 3 clusters Score -850024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -850030.875000 Penalty: 4413.453613
	Iteration 50Q: 3 clusters Score -850030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -850032.187500 Penalty: 4413.453613
	Iteration 51Q: 3 clusters Score -850032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -850035.875000 Penalty: 4413.453613
	Iteration 52Q: 3 clusters Score -850035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -850036.687500 Penalty: 4413.453613
	Iteration 53Q: 3 clusters Score -850036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -850035.375000 Penalty: 4413.453613
	Iteration 54Q: 3 clusters Score -850035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -850037.437500 Penalty: 4413.453613
	Iteration 55Q: 3 clusters Score -850037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -850037.437500 Penalty: 4413.453613
	Iteration 56F: 3 clusters Score -850037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Entering Unmasked Estep 
Score: -1396880.000000 Penalty: 2333.723145
	Iteration 0F: 2 clusters Score -1396880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1387831.375000 Penalty: 4667.446289
	Iteration 0F: 3 clusters Score -1387831 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1392310.875000 Penalty: 4667.446289
	Iteration 1F: 3 clusters Score -1392311 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1396619.750000 Penalty: 4667.446289
	Iteration 2F: 3 clusters Score -1396620 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1400503.125000 Penalty: 4667.446289
	Iteration 3F: 3 clusters Score -1400503 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1401793.125000 Penalty: 4667.446289
	Iteration 4F: 3 clusters Score -1401793 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1402122.875000 Penalty: 4667.446289
	Iteration 5Q: 3 clusters Score -1402123 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1402259.125000 Penalty: 4667.446289
	Iteration 6Q: 3 clusters Score -1402259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1402326.625000 Penalty: 4667.446289
	Iteration 7Q: 3 clusters Score -1402327 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1402390.375000 Penalty: 4667.446289
	Iteration 8Q: 3 clusters Score -1402390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1402432.250000 Penalty: 4667.446289
	Iteration 9Q: 3 clusters Score -1402432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1402447.250000 Penalty: 4667.446289
	Iteration 10Q: 3 clusters Score -1402447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1402458.500000 Penalty: 4667.446289
	Iteration 11Q: 3 clusters Score -1402458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1402463.000000 Penalty: 4667.446289
	Iteration 12Q: 3 clusters Score -1402463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1402462.375000 Penalty: 4667.446289
	Iteration 13Q: 3 clusters Score -1402462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1402470.375000 Penalty: 4667.446289
	Iteration 14Q: 3 clusters Score -1402470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1402476.375000 Penalty: 4667.446289
	Iteration 15Q: 3 clusters Score -1402476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1402488.250000 Penalty: 4667.446289
	Iteration 16Q: 3 clusters Score -1402488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1402487.000000 Penalty: 4667.446289
	Iteration 17Q: 3 clusters Score -1402487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1402496.750000 Penalty: 4667.446289
	Iteration 18Q: 3 clusters Score -1402497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1402504.375000 Penalty: 4667.446289
	Iteration 19Q: 3 clusters Score -1402504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1402506.250000 Penalty: 4667.446289
	Iteration 20F: 3 clusters Score -1402506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1402506.000000 Penalty: 4667.446289
	Iteration 21Q: 3 clusters Score -1402506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1402506.500000 Penalty: 4667.446289
	Iteration 22Q: 3 clusters Score -1402506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1402509.750000 Penalty: 4667.446289
	Iteration 23Q: 3 clusters Score -1402510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1402508.125000 Penalty: 4667.446289
	Iteration 24Q: 3 clusters Score -1402508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1402511.000000 Penalty: 4667.446289
	Iteration 25Q: 3 clusters Score -1402511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1402509.000000 Penalty: 4667.446289
	Iteration 26Q: 3 clusters Score -1402509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1402507.375000 Penalty: 4667.446289
	Iteration 27Q: 3 clusters Score -1402507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1402510.500000 Penalty: 4667.446289
	Iteration 28Q: 3 clusters Score -1402510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1402511.750000 Penalty: 4667.446289
	Iteration 29Q: 3 clusters Score -1402512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1402511.000000 Penalty: 4667.446289
	Iteration 30Q: 3 clusters Score -1402511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1402510.625000 Penalty: 4667.446289
	Iteration 31Q: 3 clusters Score -1402511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1402510.625000 Penalty: 4667.446289
	Iteration 32F: 3 clusters Score -1402511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Entering Unmasked Estep 
Score: -44959900.000000 Penalty: 57504.179688
Splitting cluster 2 changes total score from -44955024.000000 to -44959900.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (69719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Entering Unmasked Estep 
Score: -8288459.500000 Penalty: 2765.752686
	Iteration 0F: 2 clusters Score -8288460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -8241572.000000 Penalty: 5531.505371
	Iteration 0F: 3 clusters Score -8241572 nChanged 32769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -8260376.000000 Penalty: 5531.505371
	Iteration 1F: 3 clusters Score -8260376 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8261380.500000 Penalty: 5531.505371
	Iteration 2Q: 3 clusters Score -8261380 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -8262430.500000 Penalty: 5531.505371
	Iteration 3Q: 3 clusters Score -8262430 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8263628.500000 Penalty: 5531.505371
	Iteration 4Q: 3 clusters Score -8263628 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -8264842.000000 Penalty: 5531.505371
	Iteration 5Q: 3 clusters Score -8264842 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8266143.000000 Penalty: 5531.505371
	Iteration 6Q: 3 clusters Score -8266143 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8267774.500000 Penalty: 5531.505371
	Iteration 7Q: 3 clusters Score -8267774 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -8270073.000000 Penalty: 5531.505371
	Iteration 8F: 3 clusters Score -8270073 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -8273289.500000 Penalty: 5531.505371
	Iteration 9F: 3 clusters Score -8273290 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -8277151.500000 Penalty: 5531.505371
	Iteration 10F: 3 clusters Score -8277152 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -8281160.500000 Penalty: 5531.505371
	Iteration 11F: 3 clusters Score -8281160 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8284094.500000 Penalty: 5531.505371
	Iteration 12Q: 3 clusters Score -8284094 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -8285570.000000 Penalty: 5531.505371
	Iteration 13Q: 3 clusters Score -8285570 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -8286258.500000 Penalty: 5531.505371
	Iteration 14Q: 3 clusters Score -8286258 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -8286638.000000 Penalty: 5531.505371
	Iteration 15Q: 3 clusters Score -8286638 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8286922.500000 Penalty: 5531.505371
	Iteration 16Q: 3 clusters Score -8286922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -8287158.000000 Penalty: 5531.505371
	Iteration 17Q: 3 clusters Score -8287158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -8287321.000000 Penalty: 5531.505371
	Iteration 18Q: 3 clusters Score -8287321 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8287447.000000 Penalty: 5531.505371
	Iteration 19Q: 3 clusters Score -8287447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -8287529.500000 Penalty: 5531.505371
	Iteration 20F: 3 clusters Score -8287530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -8287566.000000 Penalty: 5531.505371
	Iteration 21Q: 3 clusters Score -8287566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -8287584.500000 Penalty: 5531.505371
	Iteration 22Q: 3 clusters Score -8287584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -8287594.500000 Penalty: 5531.505371
	Iteration 23Q: 3 clusters Score -8287594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -8287595.500000 Penalty: 5531.505371
	Iteration 24Q: 3 clusters Score -8287596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -8287609.000000 Penalty: 5531.505371
	Iteration 25Q: 3 clusters Score -8287609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -8287619.000000 Penalty: 5531.505371
	Iteration 26Q: 3 clusters Score -8287619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -8287610.000000 Penalty: 5531.505371
	Iteration 27Q: 3 clusters Score -8287610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -8287617.000000 Penalty: 5531.505371
	Iteration 28Q: 3 clusters Score -8287617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -8287614.000000 Penalty: 5531.505371
	Iteration 29Q: 3 clusters Score -8287614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8287611.500000 Penalty: 5531.505371
	Iteration 30Q: 3 clusters Score -8287612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -8287619.000000 Penalty: 5531.505371
	Iteration 31Q: 3 clusters Score -8287619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -8287619.000000 Penalty: 5531.505371
	Iteration 32F: 3 clusters Score -8287619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -159459.156250 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -159459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157217.031250 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -157217 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157699.531250 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -157699.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157956.671875 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -157956.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -158192.078125 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -158192.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -158393.390625 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -158393.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -158501.734375 Penalty: 3639.443604
	Iteration 5F: 3 clusters Score -158501.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -158565.390625 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -158565.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158602.656250 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -158602.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -158630.125000 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -158630.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -158652.500000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -158652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -158666.406250 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -158666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -158682.703125 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -158682.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -158694.765625 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -158694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -158706.343750 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -158706.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -158722.625000 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -158722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -158729.375000 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -158729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158732.265625 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -158732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158734.062500 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -158734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158736.656250 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -158736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -158750.718750 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -158750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158766.187500 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -158766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158775.328125 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -158775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -158784.171875 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -158784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158788.187500 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -158788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -158790.328125 Penalty: 3639.443604
	Iteration 24Q: 3 clusters Score -158790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -158790.328125 Penalty: 3639.443604
	Iteration 25F: 3 clusters Score -158790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -844951.125000 Penalty: 2212.521484
	Iteration 0F: 2 clusters Score -844951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -838835.250000 Penalty: 4425.042969
	Iteration 0F: 3 clusters Score -838835.2 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -840648.812500 Penalty: 4425.042969
	Iteration 1F: 3 clusters Score -840648.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -841174.812500 Penalty: 4425.042969
	Iteration 2F: 3 clusters Score -841174.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -842004.187500 Penalty: 4425.042969
	Iteration 3F: 3 clusters Score -842004.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -843442.375000 Penalty: 4425.042969
	Iteration 4F: 3 clusters Score -843442.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -846010.437500 Penalty: 4425.042969
	Iteration 5F: 3 clusters Score -846010.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -847645.687500 Penalty: 4425.042969
	Iteration 6F: 3 clusters Score -847645.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -848113.375000 Penalty: 4425.042969
	Iteration 7Q: 3 clusters Score -848113.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -848364.875000 Penalty: 4425.042969
	Iteration 8Q: 3 clusters Score -848364.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -848545.125000 Penalty: 4425.042969
	Iteration 9Q: 3 clusters Score -848545.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -848767.125000 Penalty: 4425.042969
	Iteration 10Q: 3 clusters Score -848767.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -848968.125000 Penalty: 4425.042969
	Iteration 11Q: 3 clusters Score -848968.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -849119.000000 Penalty: 4425.042969
	Iteration 12Q: 3 clusters Score -849119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -849245.625000 Penalty: 4425.042969
	Iteration 13Q: 3 clusters Score -849245.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -849298.875000 Penalty: 4425.042969
	Iteration 14Q: 3 clusters Score -849298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -849305.687500 Penalty: 4425.042969
	Iteration 15Q: 3 clusters Score -849305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -849308.062500 Penalty: 4425.042969
	Iteration 16Q: 3 clusters Score -849308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -849308.062500 Penalty: 4425.042969
	Iteration 17F: 3 clusters Score -849308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Entering Unmasked Estep 
Score: -44963436.000000 Penalty: 60698.855469
Splitting cluster 5 changes total score from -44955024.000000 to -44963436.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (15258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Entering Unmasked Estep 
Score: -1751958.750000 Penalty: 2388.948975
	Iteration 0F: 2 clusters Score -1751959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1740868.125000 Penalty: 4777.897949
	Iteration 0F: 3 clusters Score -1740868 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1745098.250000 Penalty: 4777.897949
	Iteration 1F: 3 clusters Score -1745098 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1747336.625000 Penalty: 4777.897949
	Iteration 2F: 3 clusters Score -1747337 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1749593.875000 Penalty: 4777.897949
	Iteration 3F: 3 clusters Score -1749594 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1751391.750000 Penalty: 4777.897949
	Iteration 4F: 3 clusters Score -1751392 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1752843.375000 Penalty: 4777.897949
	Iteration 5F: 3 clusters Score -1752843 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1753991.125000 Penalty: 4777.897949
	Iteration 6F: 3 clusters Score -1753991 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1754842.750000 Penalty: 4777.897949
	Iteration 7F: 3 clusters Score -1754843 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1755708.125000 Penalty: 4777.897949
	Iteration 8Q: 3 clusters Score -1755708 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1756806.875000 Penalty: 4777.897949
	Iteration 9Q: 3 clusters Score -1756807 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1758570.625000 Penalty: 4777.897949
	Iteration 10Q: 3 clusters Score -1758571 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1762190.625000 Penalty: 4777.897949
	Iteration 11Q: 3 clusters Score -1762191 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1768844.875000 Penalty: 4777.897949
	Iteration 12Q: 3 clusters Score -1768845 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1771273.875000 Penalty: 4777.897949
	Iteration 13Q: 3 clusters Score -1771274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1771431.000000 Penalty: 4777.897949
	Iteration 14Q: 3 clusters Score -1771431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1771446.625000 Penalty: 4777.897949
	Iteration 15Q: 3 clusters Score -1771447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1771452.625000 Penalty: 4777.897949
	Iteration 16Q: 3 clusters Score -1771453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1771456.875000 Penalty: 4777.897949
	Iteration 17Q: 3 clusters Score -1771457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1771459.875000 Penalty: 4777.897949
	Iteration 18Q: 3 clusters Score -1771460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1771460.000000 Penalty: 4777.897949
	Iteration 19Q: 3 clusters Score -1771460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1771460.000000 Penalty: 4777.897949
	Iteration 20F: 3 clusters Score -1771460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Entering Unmasked Estep 
Score: -44982096.000000 Penalty: 63893.531250
Splitting cluster 6 changes total score from -44955024.000000 to -44982096.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -677216.375000 Penalty: 2190.807129
	Iteration 0F: 2 clusters Score -677216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -671610.312500 Penalty: 4381.614258
	Iteration 0F: 3 clusters Score -671610.3 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -673981.812500 Penalty: 4381.614258
	Iteration 1F: 3 clusters Score -673981.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -674950.750000 Penalty: 4381.614258
	Iteration 2F: 3 clusters Score -674950.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -675744.187500 Penalty: 4381.614258
	Iteration 3F: 3 clusters Score -675744.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -676374.187500 Penalty: 4381.614258
	Iteration 4F: 3 clusters Score -676374.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -676758.750000 Penalty: 4381.614258
	Iteration 5F: 3 clusters Score -676758.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -677007.500000 Penalty: 4381.614258
	Iteration 6Q: 3 clusters Score -677007.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -677267.125000 Penalty: 4381.614258
	Iteration 7Q: 3 clusters Score -677267.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -677571.062500 Penalty: 4381.614258
	Iteration 8Q: 3 clusters Score -677571.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -678019.937500 Penalty: 4381.614258
	Iteration 9Q: 3 clusters Score -678019.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -678841.750000 Penalty: 4381.614258
	Iteration 10F: 3 clusters Score -678841.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -680221.250000 Penalty: 4381.614258
	Iteration 11F: 3 clusters Score -680221.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -681615.312500 Penalty: 4381.614258
	Iteration 12F: 3 clusters Score -681615.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -682919.875000 Penalty: 4381.614258
	Iteration 13F: 3 clusters Score -682919.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -683952.312500 Penalty: 4381.614258
	Iteration 14Q: 3 clusters Score -683952.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -684777.187500 Penalty: 4381.614258
	Iteration 15Q: 3 clusters Score -684777.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -685607.312500 Penalty: 4381.614258
	Iteration 16Q: 3 clusters Score -685607.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -686398.437500 Penalty: 4381.614258
	Iteration 17Q: 3 clusters Score -686398.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -687006.875000 Penalty: 4381.614258
	Iteration 18Q: 3 clusters Score -687006.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -687044.312500 Penalty: 4381.614258
	Iteration 19Q: 3 clusters Score -687044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -687048.562500 Penalty: 4381.614258
	Iteration 20F: 3 clusters Score -687048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -687050.187500 Penalty: 4381.614258
	Iteration 21Q: 3 clusters Score -687050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -687050.875000 Penalty: 4381.614258
	Iteration 22Q: 3 clusters Score -687050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -687050.875000 Penalty: 4381.614258
	Iteration 23F: 3 clusters Score -687050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Entering Unmasked Estep 
Score: -44990892.000000 Penalty: 67088.210938
Splitting cluster 7 changes total score from -44955024.000000 to -44990892.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -1260734.375000 Penalty: 2319.148682
	Iteration 0F: 2 clusters Score -1260734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1252119.250000 Penalty: 4638.297363
	Iteration 0F: 3 clusters Score -1252119 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1254901.250000 Penalty: 4638.297363
	Iteration 1F: 3 clusters Score -1254901 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1255857.875000 Penalty: 4638.297363
	Iteration 2F: 3 clusters Score -1255858 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1257325.875000 Penalty: 4638.297363
	Iteration 3F: 3 clusters Score -1257326 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1259342.000000 Penalty: 4638.297363
	Iteration 4F: 3 clusters Score -1259342 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1261714.625000 Penalty: 4638.297363
	Iteration 5F: 3 clusters Score -1261715 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1263208.625000 Penalty: 4638.297363
	Iteration 6F: 3 clusters Score -1263209 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1263890.375000 Penalty: 4638.297363
	Iteration 7Q: 3 clusters Score -1263890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1264404.375000 Penalty: 4638.297363
	Iteration 8Q: 3 clusters Score -1264404 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1264946.750000 Penalty: 4638.297363
	Iteration 9Q: 3 clusters Score -1264947 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1265227.750000 Penalty: 4638.297363
	Iteration 10Q: 3 clusters Score -1265228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1265314.250000 Penalty: 4638.297363
	Iteration 11Q: 3 clusters Score -1265314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1265336.625000 Penalty: 4638.297363
	Iteration 12Q: 3 clusters Score -1265337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1265353.625000 Penalty: 4638.297363
	Iteration 13Q: 3 clusters Score -1265354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1265365.375000 Penalty: 4638.297363
	Iteration 14Q: 3 clusters Score -1265365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1265370.500000 Penalty: 4638.297363
	Iteration 15Q: 3 clusters Score -1265370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1265376.375000 Penalty: 4638.297363
	Iteration 16Q: 3 clusters Score -1265376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1265387.500000 Penalty: 4638.297363
	Iteration 17Q: 3 clusters Score -1265388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1265392.125000 Penalty: 4638.297363
	Iteration 18Q: 3 clusters Score -1265392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1265402.000000 Penalty: 4638.297363
	Iteration 19Q: 3 clusters Score -1265402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1265409.500000 Penalty: 4638.297363
	Iteration 20F: 3 clusters Score -1265410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1265415.125000 Penalty: 4638.297363
	Iteration 21Q: 3 clusters Score -1265415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1265430.250000 Penalty: 4638.297363
	Iteration 22Q: 3 clusters Score -1265430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1265462.125000 Penalty: 4638.297363
	Iteration 23Q: 3 clusters Score -1265462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1265521.375000 Penalty: 4638.297363
	Iteration 24Q: 3 clusters Score -1265521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1265638.125000 Penalty: 4638.297363
	Iteration 25Q: 3 clusters Score -1265638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1265763.125000 Penalty: 4638.297363
	Iteration 26Q: 3 clusters Score -1265763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1265811.750000 Penalty: 4638.297363
	Iteration 27Q: 3 clusters Score -1265812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1265831.125000 Penalty: 4638.297363
	Iteration 28Q: 3 clusters Score -1265831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1265842.875000 Penalty: 4638.297363
	Iteration 29Q: 3 clusters Score -1265843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1265843.875000 Penalty: 4638.297363
	Iteration 30Q: 3 clusters Score -1265844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1265855.250000 Penalty: 4638.297363
	Iteration 31Q: 3 clusters Score -1265855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1265851.125000 Penalty: 4638.297363
	Iteration 32Q: 3 clusters Score -1265851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1265852.375000 Penalty: 4638.297363
	Iteration 33Q: 3 clusters Score -1265852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1265851.125000 Penalty: 4638.297363
	Iteration 34Q: 3 clusters Score -1265851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1265851.625000 Penalty: 4638.297363
	Iteration 35Q: 3 clusters Score -1265852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1265853.125000 Penalty: 4638.297363
	Iteration 36Q: 3 clusters Score -1265853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1265854.375000 Penalty: 4638.297363
	Iteration 37Q: 3 clusters Score -1265854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1265855.000000 Penalty: 4638.297363
	Iteration 38Q: 3 clusters Score -1265855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1265856.625000 Penalty: 4638.297363
	Iteration 39Q: 3 clusters Score -1265857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1265854.750000 Penalty: 4638.297363
	Iteration 40F: 3 clusters Score -1265855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1265855.500000 Penalty: 4638.297363
	Iteration 41Q: 3 clusters Score -1265856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1265853.250000 Penalty: 4638.297363
	Iteration 42Q: 3 clusters Score -1265853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1265853.250000 Penalty: 4638.297363
	Iteration 43F: 3 clusters Score -1265853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Entering Unmasked Estep 
Score: -44995308.000000 Penalty: 70282.882812
Splitting cluster 8 changes total score from -44955024.000000 to -44995308.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (18441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Entering Unmasked Estep 
Score: -2054572.375000 Penalty: 2435.938232
	Iteration 0F: 2 clusters Score -2054572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2041606.250000 Penalty: 4871.876465
	Iteration 0F: 3 clusters Score -2041606 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2046638.125000 Penalty: 4871.876465
	Iteration 1F: 3 clusters Score -2046638 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2047754.250000 Penalty: 4871.876465
	Iteration 2F: 3 clusters Score -2047754 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2048915.125000 Penalty: 4871.876465
	Iteration 3F: 3 clusters Score -2048915 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2049927.500000 Penalty: 4871.876465
	Iteration 4F: 3 clusters Score -2049928 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2050739.250000 Penalty: 4871.876465
	Iteration 5F: 3 clusters Score -2050739 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2051436.500000 Penalty: 4871.876465
	Iteration 6F: 3 clusters Score -2051436 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2051957.250000 Penalty: 4871.876465
	Iteration 7Q: 3 clusters Score -2051957 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2052447.375000 Penalty: 4871.876465
	Iteration 8Q: 3 clusters Score -2052447 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2052948.250000 Penalty: 4871.876465
	Iteration 9Q: 3 clusters Score -2052948 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2053354.875000 Penalty: 4871.876465
	Iteration 10Q: 3 clusters Score -2053355 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2053660.750000 Penalty: 4871.876465
	Iteration 11Q: 3 clusters Score -2053661 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2053879.750000 Penalty: 4871.876465
	Iteration 12Q: 3 clusters Score -2053880 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2054043.250000 Penalty: 4871.876465
	Iteration 13Q: 3 clusters Score -2054043 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2054208.125000 Penalty: 4871.876465
	Iteration 14Q: 3 clusters Score -2054208 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2054375.000000 Penalty: 4871.876465
	Iteration 15Q: 3 clusters Score -2054375 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2054499.750000 Penalty: 4871.876465
	Iteration 16Q: 3 clusters Score -2054500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2054593.500000 Penalty: 4871.876465
	Iteration 17Q: 3 clusters Score -2054594 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2054654.500000 Penalty: 4871.876465
	Iteration 18Q: 3 clusters Score -2054654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2054716.750000 Penalty: 4871.876465
	Iteration 19Q: 3 clusters Score -2054717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2054767.500000 Penalty: 4871.876465
	Iteration 20F: 3 clusters Score -2054768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2054811.125000 Penalty: 4871.876465
	Iteration 21Q: 3 clusters Score -2054811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2054848.375000 Penalty: 4871.876465
	Iteration 22Q: 3 clusters Score -2054848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2054887.000000 Penalty: 4871.876465
	Iteration 23Q: 3 clusters Score -2054887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2054915.875000 Penalty: 4871.876465
	Iteration 24Q: 3 clusters Score -2054916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2054937.125000 Penalty: 4871.876465
	Iteration 25Q: 3 clusters Score -2054937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2054949.500000 Penalty: 4871.876465
	Iteration 26Q: 3 clusters Score -2054950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2054957.250000 Penalty: 4871.876465
	Iteration 27Q: 3 clusters Score -2054957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2054960.625000 Penalty: 4871.876465
	Iteration 28Q: 3 clusters Score -2054961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2054967.375000 Penalty: 4871.876465
	Iteration 29Q: 3 clusters Score -2054967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2054974.500000 Penalty: 4871.876465
	Iteration 30Q: 3 clusters Score -2054974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2054971.875000 Penalty: 4871.876465
	Iteration 31Q: 3 clusters Score -2054972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2054972.250000 Penalty: 4871.876465
	Iteration 32Q: 3 clusters Score -2054972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2054973.875000 Penalty: 4871.876465
	Iteration 33Q: 3 clusters Score -2054974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2054972.375000 Penalty: 4871.876465
	Iteration 34Q: 3 clusters Score -2054972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2054973.500000 Penalty: 4871.876465
	Iteration 35Q: 3 clusters Score -2054974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2054972.000000 Penalty: 4871.876465
	Iteration 36Q: 3 clusters Score -2054972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2054973.875000 Penalty: 4871.876465
	Iteration 37Q: 3 clusters Score -2054974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2054969.875000 Penalty: 4871.876465
	Iteration 38Q: 3 clusters Score -2054970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2054972.625000 Penalty: 4871.876465
	Iteration 39Q: 3 clusters Score -2054973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2054970.625000 Penalty: 4871.876465
	Iteration 40F: 3 clusters Score -2054971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Entering Unmasked Estep 
Score: -44995052.000000 Penalty: 73477.562500
Splitting cluster 9 changes total score from -44955024.000000 to -44995052.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -1511524.500000 Penalty: 2349.306885
	Iteration 0F: 2 clusters Score -1511524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1501899.625000 Penalty: 4698.613770
	Iteration 0F: 3 clusters Score -1501900 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1505160.250000 Penalty: 4698.613770
	Iteration 1F: 3 clusters Score -1505160 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1506060.500000 Penalty: 4698.613770
	Iteration 2F: 3 clusters Score -1506060 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1507253.500000 Penalty: 4698.613770
	Iteration 3F: 3 clusters Score -1507254 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1508491.125000 Penalty: 4698.613770
	Iteration 4F: 3 clusters Score -1508491 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1509409.625000 Penalty: 4698.613770
	Iteration 5F: 3 clusters Score -1509410 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1509957.625000 Penalty: 4698.613770
	Iteration 6F: 3 clusters Score -1509958 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1510257.250000 Penalty: 4698.613770
	Iteration 7Q: 3 clusters Score -1510257 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1510443.500000 Penalty: 4698.613770
	Iteration 8Q: 3 clusters Score -1510444 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1510562.750000 Penalty: 4698.613770
	Iteration 9Q: 3 clusters Score -1510563 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1510666.625000 Penalty: 4698.613770
	Iteration 10Q: 3 clusters Score -1510667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1510767.000000 Penalty: 4698.613770
	Iteration 11Q: 3 clusters Score -1510767 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1510870.875000 Penalty: 4698.613770
	Iteration 12Q: 3 clusters Score -1510871 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1510968.125000 Penalty: 4698.613770
	Iteration 13Q: 3 clusters Score -1510968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1511074.000000 Penalty: 4698.613770
	Iteration 14Q: 3 clusters Score -1511074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1511173.500000 Penalty: 4698.613770
	Iteration 15Q: 3 clusters Score -1511174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1511301.875000 Penalty: 4698.613770
	Iteration 16Q: 3 clusters Score -1511302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1511458.625000 Penalty: 4698.613770
	Iteration 17Q: 3 clusters Score -1511459 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1511659.000000 Penalty: 4698.613770
	Iteration 18Q: 3 clusters Score -1511659 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1511827.875000 Penalty: 4698.613770
	Iteration 19Q: 3 clusters Score -1511828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1511978.875000 Penalty: 4698.613770
	Iteration 20F: 3 clusters Score -1511979 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1512098.000000 Penalty: 4698.613770
	Iteration 21Q: 3 clusters Score -1512098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1512167.875000 Penalty: 4698.613770
	Iteration 22Q: 3 clusters Score -1512168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1512218.750000 Penalty: 4698.613770
	Iteration 23Q: 3 clusters Score -1512219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1512265.750000 Penalty: 4698.613770
	Iteration 24Q: 3 clusters Score -1512266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1512310.750000 Penalty: 4698.613770
	Iteration 25Q: 3 clusters Score -1512311 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1512391.625000 Penalty: 4698.613770
	Iteration 26Q: 3 clusters Score -1512392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1512453.875000 Penalty: 4698.613770
	Iteration 27Q: 3 clusters Score -1512454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1512482.500000 Penalty: 4698.613770
	Iteration 28Q: 3 clusters Score -1512482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1512504.125000 Penalty: 4698.613770
	Iteration 29Q: 3 clusters Score -1512504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1512520.000000 Penalty: 4698.613770
	Iteration 30Q: 3 clusters Score -1512520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1512534.250000 Penalty: 4698.613770
	Iteration 31Q: 3 clusters Score -1512534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1512538.750000 Penalty: 4698.613770
	Iteration 32Q: 3 clusters Score -1512539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1512551.875000 Penalty: 4698.613770
	Iteration 33Q: 3 clusters Score -1512552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1512565.750000 Penalty: 4698.613770
	Iteration 34Q: 3 clusters Score -1512566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1512581.875000 Penalty: 4698.613770
	Iteration 35Q: 3 clusters Score -1512582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1512591.750000 Penalty: 4698.613770
	Iteration 36Q: 3 clusters Score -1512592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1512597.875000 Penalty: 4698.613770
	Iteration 37Q: 3 clusters Score -1512598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1512606.500000 Penalty: 4698.613770
	Iteration 38Q: 3 clusters Score -1512606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1512619.375000 Penalty: 4698.613770
	Iteration 39Q: 3 clusters Score -1512619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1512628.000000 Penalty: 4698.613770
	Iteration 40F: 3 clusters Score -1512628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1512635.375000 Penalty: 4698.613770
	Iteration 41Q: 3 clusters Score -1512635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1512646.875000 Penalty: 4698.613770
	Iteration 42Q: 3 clusters Score -1512647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1512661.125000 Penalty: 4698.613770
	Iteration 43Q: 3 clusters Score -1512661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1512684.000000 Penalty: 4698.613770
	Iteration 44Q: 3 clusters Score -1512684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1512705.875000 Penalty: 4698.613770
	Iteration 45Q: 3 clusters Score -1512706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1512720.500000 Penalty: 4698.613770
	Iteration 46Q: 3 clusters Score -1512720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1512732.500000 Penalty: 4698.613770
	Iteration 47Q: 3 clusters Score -1512732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1512741.875000 Penalty: 4698.613770
	Iteration 48Q: 3 clusters Score -1512742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1512747.750000 Penalty: 4698.613770
	Iteration 49Q: 3 clusters Score -1512748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1512761.750000 Penalty: 4698.613770
	Iteration 50Q: 3 clusters Score -1512762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1512764.250000 Penalty: 4698.613770
	Iteration 51Q: 3 clusters Score -1512764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1512782.500000 Penalty: 4698.613770
	Iteration 52Q: 3 clusters Score -1512782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1512795.875000 Penalty: 4698.613770
	Iteration 53Q: 3 clusters Score -1512796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1512822.500000 Penalty: 4698.613770
	Iteration 54Q: 3 clusters Score -1512822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1512838.375000 Penalty: 4698.613770
	Iteration 55Q: 3 clusters Score -1512838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1512863.125000 Penalty: 4698.613770
	Iteration 56Q: 3 clusters Score -1512863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1512888.000000 Penalty: 4698.613770
	Iteration 57Q: 3 clusters Score -1512888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1512925.625000 Penalty: 4698.613770
	Iteration 58Q: 3 clusters Score -1512926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1512968.375000 Penalty: 4698.613770
	Iteration 59Q: 3 clusters Score -1512968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1512994.875000 Penalty: 4698.613770
	Iteration 60F: 3 clusters Score -1512995 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1513036.125000 Penalty: 4698.613770
	Iteration 61Q: 3 clusters Score -1513036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1513091.250000 Penalty: 4698.613770
	Iteration 62Q: 3 clusters Score -1513091 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1513145.500000 Penalty: 4698.613770
	Iteration 63Q: 3 clusters Score -1513146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1513196.000000 Penalty: 4698.613770
	Iteration 64Q: 3 clusters Score -1513196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1513250.500000 Penalty: 4698.613770
	Iteration 65Q: 3 clusters Score -1513250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1513295.750000 Penalty: 4698.613770
	Iteration 66Q: 3 clusters Score -1513296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1513337.500000 Penalty: 4698.613770
	Iteration 67Q: 3 clusters Score -1513338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1513385.625000 Penalty: 4698.613770
	Iteration 68Q: 3 clusters Score -1513386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1513432.625000 Penalty: 4698.613770
	Iteration 69Q: 3 clusters Score -1513433 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1513495.000000 Penalty: 4698.613770
	Iteration 70Q: 3 clusters Score -1513495 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1513548.625000 Penalty: 4698.613770
	Iteration 71Q: 3 clusters Score -1513549 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1513610.750000 Penalty: 4698.613770
	Iteration 72Q: 3 clusters Score -1513611 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1513679.500000 Penalty: 4698.613770
	Iteration 73Q: 3 clusters Score -1513680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1513756.625000 Penalty: 4698.613770
	Iteration 74Q: 3 clusters Score -1513757 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1513831.375000 Penalty: 4698.613770
	Iteration 75Q: 3 clusters Score -1513831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1513912.500000 Penalty: 4698.613770
	Iteration 76Q: 3 clusters Score -1513912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1514002.250000 Penalty: 4698.613770
	Iteration 77Q: 3 clusters Score -1514002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1514070.375000 Penalty: 4698.613770
	Iteration 78Q: 3 clusters Score -1514070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1514124.625000 Penalty: 4698.613770
	Iteration 79Q: 3 clusters Score -1514125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1514172.750000 Penalty: 4698.613770
	Iteration 80F: 3 clusters Score -1514173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1514223.500000 Penalty: 4698.613770
	Iteration 81Q: 3 clusters Score -1514224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1514265.625000 Penalty: 4698.613770
	Iteration 82Q: 3 clusters Score -1514266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1514299.875000 Penalty: 4698.613770
	Iteration 83Q: 3 clusters Score -1514300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1514345.500000 Penalty: 4698.613770
	Iteration 84Q: 3 clusters Score -1514346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1514382.375000 Penalty: 4698.613770
	Iteration 85Q: 3 clusters Score -1514382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1514429.750000 Penalty: 4698.613770
	Iteration 86Q: 3 clusters Score -1514430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1514461.875000 Penalty: 4698.613770
	Iteration 87Q: 3 clusters Score -1514462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1514517.000000 Penalty: 4698.613770
	Iteration 88Q: 3 clusters Score -1514517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1514573.500000 Penalty: 4698.613770
	Iteration 89Q: 3 clusters Score -1514574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1514629.375000 Penalty: 4698.613770
	Iteration 90Q: 3 clusters Score -1514629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1514691.375000 Penalty: 4698.613770
	Iteration 91Q: 3 clusters Score -1514691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1514742.000000 Penalty: 4698.613770
	Iteration 92Q: 3 clusters Score -1514742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1514767.250000 Penalty: 4698.613770
	Iteration 93Q: 3 clusters Score -1514767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1514783.875000 Penalty: 4698.613770
	Iteration 94Q: 3 clusters Score -1514784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1514795.125000 Penalty: 4698.613770
	Iteration 95Q: 3 clusters Score -1514795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1514801.125000 Penalty: 4698.613770
	Iteration 96Q: 3 clusters Score -1514801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1514811.250000 Penalty: 4698.613770
	Iteration 97Q: 3 clusters Score -1514811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1514813.250000 Penalty: 4698.613770
	Iteration 98Q: 3 clusters Score -1514813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1514814.000000 Penalty: 4698.613770
	Iteration 99Q: 3 clusters Score -1514814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1514812.500000 Penalty: 4698.613770
	Iteration 100F: 3 clusters Score -1514812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1514813.625000 Penalty: 4698.613770
	Iteration 101Q: 3 clusters Score -1514814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1514810.625000 Penalty: 4698.613770
	Iteration 102Q: 3 clusters Score -1514811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1514811.875000 Penalty: 4698.613770
	Iteration 103Q: 3 clusters Score -1514812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1514811.875000 Penalty: 4698.613770
	Iteration 104F: 3 clusters Score -1514812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 8909 members 
Entering Unmasked Estep 
Score: -44997340.000000 Penalty: 76672.242188
Splitting cluster 10 changes total score from -44955024.000000 to -44997340.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (77415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Entering Unmasked Estep 
Score: -9352572.000000 Penalty: 2791.720215
	Iteration 0F: 2 clusters Score -9352572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9300811.000000 Penalty: 5583.440430
	Iteration 0F: 3 clusters Score -9300811 nChanged 36180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -9321823.000000 Penalty: 5583.440430
	Iteration 1F: 3 clusters Score -9321823 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9322786.000000 Penalty: 5583.440430
	Iteration 2Q: 3 clusters Score -9322786 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -9323979.000000 Penalty: 5583.440430
	Iteration 3Q: 3 clusters Score -9323979 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -9325638.000000 Penalty: 5583.440430
	Iteration 4Q: 3 clusters Score -9325638 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -9328285.000000 Penalty: 5583.440430
	Iteration 5F: 3 clusters Score -9328285 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -9332434.000000 Penalty: 5583.440430
	Iteration 6F: 3 clusters Score -9332434 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -9337255.000000 Penalty: 5583.440430
	Iteration 7F: 3 clusters Score -9337255 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -9341682.000000 Penalty: 5583.440430
	Iteration 8F: 3 clusters Score -9341682 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -9344790.000000 Penalty: 5583.440430
	Iteration 9Q: 3 clusters Score -9344790 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9346732.000000 Penalty: 5583.440430
	Iteration 10Q: 3 clusters Score -9346732 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -9347879.000000 Penalty: 5583.440430
	Iteration 11Q: 3 clusters Score -9347879 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9348621.000000 Penalty: 5583.440430
	Iteration 12Q: 3 clusters Score -9348621 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9349107.000000 Penalty: 5583.440430
	Iteration 13Q: 3 clusters Score -9349107 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9349395.000000 Penalty: 5583.440430
	Iteration 14Q: 3 clusters Score -9349395 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9349593.000000 Penalty: 5583.440430
	Iteration 15Q: 3 clusters Score -9349593 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9349743.000000 Penalty: 5583.440430
	Iteration 16Q: 3 clusters Score -9349743 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9349818.000000 Penalty: 5583.440430
	Iteration 17Q: 3 clusters Score -9349818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9349895.000000 Penalty: 5583.440430
	Iteration 18Q: 3 clusters Score -9349895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9349964.000000 Penalty: 5583.440430
	Iteration 19Q: 3 clusters Score -9349964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9350006.000000 Penalty: 5583.440430
	Iteration 20F: 3 clusters Score -9350006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9350021.000000 Penalty: 5583.440430
	Iteration 21Q: 3 clusters Score -9350021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9350058.000000 Penalty: 5583.440430
	Iteration 22Q: 3 clusters Score -9350058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9350084.000000 Penalty: 5583.440430
	Iteration 23Q: 3 clusters Score -9350084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9350103.000000 Penalty: 5583.440430
	Iteration 24Q: 3 clusters Score -9350103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9350117.000000 Penalty: 5583.440430
	Iteration 25Q: 3 clusters Score -9350117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9350118.000000 Penalty: 5583.440430
	Iteration 26Q: 3 clusters Score -9350118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9350115.000000 Penalty: 5583.440430
	Iteration 27Q: 3 clusters Score -9350115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9350126.000000 Penalty: 5583.440430
	Iteration 28Q: 3 clusters Score -9350126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9350130.000000 Penalty: 5583.440430
	Iteration 29Q: 3 clusters Score -9350130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9350139.000000 Penalty: 5583.440430
	Iteration 30Q: 3 clusters Score -9350139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9350148.000000 Penalty: 5583.440430
	Iteration 31Q: 3 clusters Score -9350148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9350164.000000 Penalty: 5583.440430
	Iteration 32Q: 3 clusters Score -9350164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9350155.000000 Penalty: 5583.440430
	Iteration 33Q: 3 clusters Score -9350155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9350162.000000 Penalty: 5583.440430
	Iteration 34Q: 3 clusters Score -9350162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9350156.000000 Penalty: 5583.440430
	Iteration 35Q: 3 clusters Score -9350156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9350165.000000 Penalty: 5583.440430
	Iteration 36Q: 3 clusters Score -9350165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9350165.000000 Penalty: 5583.440430
	Iteration 37Q: 3 clusters Score -9350165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9350171.000000 Penalty: 5583.440430
	Iteration 38Q: 3 clusters Score -9350171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9350161.000000 Penalty: 5583.440430
	Iteration 39Q: 3 clusters Score -9350161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9350161.000000 Penalty: 5583.440430
	Iteration 40F: 3 clusters Score -9350161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -1077112.000000 Penalty: 2283.444336
	Iteration 0F: 2 clusters Score -1077112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1069456.375000 Penalty: 4566.888672
	Iteration 0F: 3 clusters Score -1069456 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1072410.625000 Penalty: 4566.888672
	Iteration 1F: 3 clusters Score -1072411 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1074140.750000 Penalty: 4566.888672
	Iteration 2F: 3 clusters Score -1074141 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1076326.375000 Penalty: 4566.888672
	Iteration 3F: 3 clusters Score -1076326 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1077877.375000 Penalty: 4566.888672
	Iteration 4F: 3 clusters Score -1077877 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1078741.875000 Penalty: 4566.888672
	Iteration 5F: 3 clusters Score -1078742 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1079488.500000 Penalty: 4566.888672
	Iteration 6Q: 3 clusters Score -1079488 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1080321.000000 Penalty: 4566.888672
	Iteration 7Q: 3 clusters Score -1080321 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1081073.500000 Penalty: 4566.888672
	Iteration 8Q: 3 clusters Score -1081074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1081319.000000 Penalty: 4566.888672
	Iteration 9Q: 3 clusters Score -1081319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1081383.250000 Penalty: 4566.888672
	Iteration 10Q: 3 clusters Score -1081383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1081405.125000 Penalty: 4566.888672
	Iteration 11Q: 3 clusters Score -1081405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1081413.250000 Penalty: 4566.888672
	Iteration 12Q: 3 clusters Score -1081413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1081424.500000 Penalty: 4566.888672
	Iteration 13Q: 3 clusters Score -1081424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1081432.000000 Penalty: 4566.888672
	Iteration 14Q: 3 clusters Score -1081432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1081435.250000 Penalty: 4566.888672
	Iteration 15Q: 3 clusters Score -1081435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1081438.500000 Penalty: 4566.888672
	Iteration 16Q: 3 clusters Score -1081438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1081437.625000 Penalty: 4566.888672
	Iteration 17Q: 3 clusters Score -1081438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1081441.625000 Penalty: 4566.888672
	Iteration 18Q: 3 clusters Score -1081442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1081445.500000 Penalty: 4566.888672
	Iteration 19Q: 3 clusters Score -1081446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1081449.500000 Penalty: 4566.888672
	Iteration 20F: 3 clusters Score -1081450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1081449.375000 Penalty: 4566.888672
	Iteration 21Q: 3 clusters Score -1081449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1081450.500000 Penalty: 4566.888672
	Iteration 22Q: 3 clusters Score -1081450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1081447.875000 Penalty: 4566.888672
	Iteration 23Q: 3 clusters Score -1081448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1081447.875000 Penalty: 4566.888672
	Iteration 24Q: 3 clusters Score -1081448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1081447.875000 Penalty: 4566.888672
	Iteration 25F: 3 clusters Score -1081448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4734 members 
Entering Unmasked Estep 
Score: -45000832.000000 Penalty: 79866.914062
Splitting cluster 13 changes total score from -44955024.000000 to -45000832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -273246.031250 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -273246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -270327.281250 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -270327.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -271167.625000 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -271167.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271710.375000 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -271710.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -272224.500000 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -272224.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -272683.031250 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -272683 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -272959.500000 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -272959.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273082.156250 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -273082.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -273132.906250 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -273132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -273159.312500 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -273159.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -273174.281250 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -273174.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -273184.625000 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -273184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -273186.468750 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -273186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -273187.281250 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -273187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -273188.468750 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -273188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -273188.781250 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -273188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -273189.437500 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -273189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -273189.437500 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -273189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -273190.437500 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -273190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -273190.437500 Penalty: 3895.580566
	Iteration 18F: 3 clusters Score -273190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Entering Unmasked Estep 
Score: -1875535.250000 Penalty: 2397.747070
	Iteration 0F: 2 clusters Score -1875535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1864216.250000 Penalty: 4795.494141
	Iteration 0F: 3 clusters Score -1864216 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1867932.750000 Penalty: 4795.494141
	Iteration 1F: 3 clusters Score -1867933 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1868693.875000 Penalty: 4795.494141
	Iteration 2F: 3 clusters Score -1868694 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1869738.875000 Penalty: 4795.494141
	Iteration 3F: 3 clusters Score -1869739 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1870907.125000 Penalty: 4795.494141
	Iteration 4F: 3 clusters Score -1870907 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1871829.375000 Penalty: 4795.494141
	Iteration 5F: 3 clusters Score -1871829 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1872420.875000 Penalty: 4795.494141
	Iteration 6F: 3 clusters Score -1872421 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1872731.750000 Penalty: 4795.494141
	Iteration 7Q: 3 clusters Score -1872732 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1872872.125000 Penalty: 4795.494141
	Iteration 8Q: 3 clusters Score -1872872 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1872956.750000 Penalty: 4795.494141
	Iteration 9Q: 3 clusters Score -1872957 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1873027.375000 Penalty: 4795.494141
	Iteration 10Q: 3 clusters Score -1873027 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1873077.625000 Penalty: 4795.494141
	Iteration 11Q: 3 clusters Score -1873078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1873119.500000 Penalty: 4795.494141
	Iteration 12Q: 3 clusters Score -1873120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1873146.875000 Penalty: 4795.494141
	Iteration 13Q: 3 clusters Score -1873147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1873169.375000 Penalty: 4795.494141
	Iteration 14Q: 3 clusters Score -1873169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1873182.875000 Penalty: 4795.494141
	Iteration 15Q: 3 clusters Score -1873183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1873195.625000 Penalty: 4795.494141
	Iteration 16Q: 3 clusters Score -1873196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1873202.375000 Penalty: 4795.494141
	Iteration 17Q: 3 clusters Score -1873202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1873213.625000 Penalty: 4795.494141
	Iteration 18Q: 3 clusters Score -1873214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1873224.125000 Penalty: 4795.494141
	Iteration 19Q: 3 clusters Score -1873224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1873229.500000 Penalty: 4795.494141
	Iteration 20F: 3 clusters Score -1873230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1873231.500000 Penalty: 4795.494141
	Iteration 21Q: 3 clusters Score -1873232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1873244.625000 Penalty: 4795.494141
	Iteration 22Q: 3 clusters Score -1873245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1873250.000000 Penalty: 4795.494141
	Iteration 23Q: 3 clusters Score -1873250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1873257.125000 Penalty: 4795.494141
	Iteration 24Q: 3 clusters Score -1873257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1873269.750000 Penalty: 4795.494141
	Iteration 25Q: 3 clusters Score -1873270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1873277.250000 Penalty: 4795.494141
	Iteration 26Q: 3 clusters Score -1873277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1873280.000000 Penalty: 4795.494141
	Iteration 27Q: 3 clusters Score -1873280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1873294.375000 Penalty: 4795.494141
	Iteration 28Q: 3 clusters Score -1873294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1873301.000000 Penalty: 4795.494141
	Iteration 29Q: 3 clusters Score -1873301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1873311.125000 Penalty: 4795.494141
	Iteration 30Q: 3 clusters Score -1873311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1873317.125000 Penalty: 4795.494141
	Iteration 31Q: 3 clusters Score -1873317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1873321.875000 Penalty: 4795.494141
	Iteration 32Q: 3 clusters Score -1873322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1873344.250000 Penalty: 4795.494141
	Iteration 33Q: 3 clusters Score -1873344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1873344.750000 Penalty: 4795.494141
	Iteration 34Q: 3 clusters Score -1873345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1873355.000000 Penalty: 4795.494141
	Iteration 35Q: 3 clusters Score -1873355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1873361.750000 Penalty: 4795.494141
	Iteration 36Q: 3 clusters Score -1873362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1873373.750000 Penalty: 4795.494141
	Iteration 37Q: 3 clusters Score -1873374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1873386.000000 Penalty: 4795.494141
	Iteration 38Q: 3 clusters Score -1873386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1873386.500000 Penalty: 4795.494141
	Iteration 39Q: 3 clusters Score -1873386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1873391.625000 Penalty: 4795.494141
	Iteration 40F: 3 clusters Score -1873392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1873398.500000 Penalty: 4795.494141
	Iteration 41Q: 3 clusters Score -1873398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1873394.750000 Penalty: 4795.494141
	Iteration 42Q: 3 clusters Score -1873395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1873405.750000 Penalty: 4795.494141
	Iteration 43Q: 3 clusters Score -1873406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1873404.500000 Penalty: 4795.494141
	Iteration 44Q: 3 clusters Score -1873404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1873415.875000 Penalty: 4795.494141
	Iteration 45Q: 3 clusters Score -1873416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1873416.500000 Penalty: 4795.494141
	Iteration 46Q: 3 clusters Score -1873416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1873418.125000 Penalty: 4795.494141
	Iteration 47Q: 3 clusters Score -1873418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1873417.750000 Penalty: 4795.494141
	Iteration 48Q: 3 clusters Score -1873418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1873425.125000 Penalty: 4795.494141
	Iteration 49Q: 3 clusters Score -1873425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1873423.000000 Penalty: 4795.494141
	Iteration 50Q: 3 clusters Score -1873423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1873427.000000 Penalty: 4795.494141
	Iteration 51Q: 3 clusters Score -1873427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1873432.250000 Penalty: 4795.494141
	Iteration 52Q: 3 clusters Score -1873432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1873437.375000 Penalty: 4795.494141
	Iteration 53Q: 3 clusters Score -1873437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1873434.625000 Penalty: 4795.494141
	Iteration 54Q: 3 clusters Score -1873435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1873437.000000 Penalty: 4795.494141
	Iteration 55Q: 3 clusters Score -1873437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1873443.375000 Penalty: 4795.494141
	Iteration 56Q: 3 clusters Score -1873443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1873451.750000 Penalty: 4795.494141
	Iteration 57Q: 3 clusters Score -1873452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1873455.000000 Penalty: 4795.494141
	Iteration 58Q: 3 clusters Score -1873455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1873461.125000 Penalty: 4795.494141
	Iteration 59Q: 3 clusters Score -1873461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1873473.000000 Penalty: 4795.494141
	Iteration 60F: 3 clusters Score -1873473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1873483.000000 Penalty: 4795.494141
	Iteration 61Q: 3 clusters Score -1873483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1873488.125000 Penalty: 4795.494141
	Iteration 62Q: 3 clusters Score -1873488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1873498.125000 Penalty: 4795.494141
	Iteration 63Q: 3 clusters Score -1873498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1873510.125000 Penalty: 4795.494141
	Iteration 64Q: 3 clusters Score -1873510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1873523.750000 Penalty: 4795.494141
	Iteration 65Q: 3 clusters Score -1873524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1873531.000000 Penalty: 4795.494141
	Iteration 66Q: 3 clusters Score -1873531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1873542.750000 Penalty: 4795.494141
	Iteration 67Q: 3 clusters Score -1873543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1873551.625000 Penalty: 4795.494141
	Iteration 68Q: 3 clusters Score -1873552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1873563.000000 Penalty: 4795.494141
	Iteration 69Q: 3 clusters Score -1873563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1873570.125000 Penalty: 4795.494141
	Iteration 70Q: 3 clusters Score -1873570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1873582.625000 Penalty: 4795.494141
	Iteration 71Q: 3 clusters Score -1873583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1873600.875000 Penalty: 4795.494141
	Iteration 72Q: 3 clusters Score -1873601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1873613.250000 Penalty: 4795.494141
	Iteration 73Q: 3 clusters Score -1873613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1873629.250000 Penalty: 4795.494141
	Iteration 74Q: 3 clusters Score -1873629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1873643.000000 Penalty: 4795.494141
	Iteration 75Q: 3 clusters Score -1873643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1873658.000000 Penalty: 4795.494141
	Iteration 76Q: 3 clusters Score -1873658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1873676.750000 Penalty: 4795.494141
	Iteration 77Q: 3 clusters Score -1873677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1873696.875000 Penalty: 4795.494141
	Iteration 78Q: 3 clusters Score -1873697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1873719.125000 Penalty: 4795.494141
	Iteration 79Q: 3 clusters Score -1873719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1873728.250000 Penalty: 4795.494141
	Iteration 80F: 3 clusters Score -1873728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1873740.125000 Penalty: 4795.494141
	Iteration 81Q: 3 clusters Score -1873740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1873755.125000 Penalty: 4795.494141
	Iteration 82Q: 3 clusters Score -1873755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1873761.875000 Penalty: 4795.494141
	Iteration 83Q: 3 clusters Score -1873762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1873778.875000 Penalty: 4795.494141
	Iteration 84Q: 3 clusters Score -1873779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1873784.000000 Penalty: 4795.494141
	Iteration 85Q: 3 clusters Score -1873784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1873798.625000 Penalty: 4795.494141
	Iteration 86Q: 3 clusters Score -1873799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1873801.250000 Penalty: 4795.494141
	Iteration 87Q: 3 clusters Score -1873801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1873810.125000 Penalty: 4795.494141
	Iteration 88Q: 3 clusters Score -1873810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1873810.000000 Penalty: 4795.494141
	Iteration 89Q: 3 clusters Score -1873810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1873813.750000 Penalty: 4795.494141
	Iteration 90Q: 3 clusters Score -1873814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1873822.875000 Penalty: 4795.494141
	Iteration 91Q: 3 clusters Score -1873823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1873829.500000 Penalty: 4795.494141
	Iteration 92Q: 3 clusters Score -1873830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1873841.625000 Penalty: 4795.494141
	Iteration 93Q: 3 clusters Score -1873842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1873841.625000 Penalty: 4795.494141
	Iteration 94Q: 3 clusters Score -1873842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1873843.000000 Penalty: 4795.494141
	Iteration 95Q: 3 clusters Score -1873843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1873845.625000 Penalty: 4795.494141
	Iteration 96Q: 3 clusters Score -1873846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1873850.750000 Penalty: 4795.494141
	Iteration 97Q: 3 clusters Score -1873851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1873850.000000 Penalty: 4795.494141
	Iteration 98Q: 3 clusters Score -1873850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1873856.125000 Penalty: 4795.494141
	Iteration 99Q: 3 clusters Score -1873856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1873857.625000 Penalty: 4795.494141
	Iteration 100F: 3 clusters Score -1873858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1873859.500000 Penalty: 4795.494141
	Iteration 101Q: 3 clusters Score -1873860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1873864.500000 Penalty: 4795.494141
	Iteration 102Q: 3 clusters Score -1873864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1873867.250000 Penalty: 4795.494141
	Iteration 103Q: 3 clusters Score -1873867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1873862.125000 Penalty: 4795.494141
	Iteration 104Q: 3 clusters Score -1873862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1873865.375000 Penalty: 4795.494141
	Iteration 105Q: 3 clusters Score -1873865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1873870.875000 Penalty: 4795.494141
	Iteration 106Q: 3 clusters Score -1873871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1873871.375000 Penalty: 4795.494141
	Iteration 107Q: 3 clusters Score -1873871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1873868.875000 Penalty: 4795.494141
	Iteration 108Q: 3 clusters Score -1873869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1873867.750000 Penalty: 4795.494141
	Iteration 109Q: 3 clusters Score -1873868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1873869.000000 Penalty: 4795.494141
	Iteration 110Q: 3 clusters Score -1873869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1873872.625000 Penalty: 4795.494141
	Iteration 111Q: 3 clusters Score -1873873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1873873.375000 Penalty: 4795.494141
	Iteration 112Q: 3 clusters Score -1873873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1873876.750000 Penalty: 4795.494141
	Iteration 113Q: 3 clusters Score -1873877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1873878.375000 Penalty: 4795.494141
	Iteration 114Q: 3 clusters Score -1873878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1873878.625000 Penalty: 4795.494141
	Iteration 115Q: 3 clusters Score -1873879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1873882.000000 Penalty: 4795.494141
	Iteration 116Q: 3 clusters Score -1873882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1873883.000000 Penalty: 4795.494141
	Iteration 117Q: 3 clusters Score -1873883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1873878.250000 Penalty: 4795.494141
	Iteration 118Q: 3 clusters Score -1873878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1873882.750000 Penalty: 4795.494141
	Iteration 119Q: 3 clusters Score -1873883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1873883.125000 Penalty: 4795.494141
	Iteration 120F: 3 clusters Score -1873883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1873888.375000 Penalty: 4795.494141
	Iteration 121Q: 3 clusters Score -1873888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1873887.750000 Penalty: 4795.494141
	Iteration 122Q: 3 clusters Score -1873888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1873884.750000 Penalty: 4795.494141
	Iteration 123Q: 3 clusters Score -1873885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1873885.750000 Penalty: 4795.494141
	Iteration 124Q: 3 clusters Score -1873886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1873889.000000 Penalty: 4795.494141
	Iteration 125Q: 3 clusters Score -1873889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1873894.875000 Penalty: 4795.494141
	Iteration 126Q: 3 clusters Score -1873895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1873895.875000 Penalty: 4795.494141
	Iteration 127Q: 3 clusters Score -1873896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1873898.875000 Penalty: 4795.494141
	Iteration 128Q: 3 clusters Score -1873899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1873901.375000 Penalty: 4795.494141
	Iteration 129Q: 3 clusters Score -1873901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1873906.500000 Penalty: 4795.494141
	Iteration 130Q: 3 clusters Score -1873906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1873907.125000 Penalty: 4795.494141
	Iteration 131Q: 3 clusters Score -1873907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1873907.250000 Penalty: 4795.494141
	Iteration 132Q: 3 clusters Score -1873907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1873912.125000 Penalty: 4795.494141
	Iteration 133Q: 3 clusters Score -1873912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1873914.625000 Penalty: 4795.494141
	Iteration 134Q: 3 clusters Score -1873915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1873913.250000 Penalty: 4795.494141
	Iteration 135Q: 3 clusters Score -1873913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1873919.000000 Penalty: 4795.494141
	Iteration 136Q: 3 clusters Score -1873919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1873924.250000 Penalty: 4795.494141
	Iteration 137Q: 3 clusters Score -1873924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1873933.625000 Penalty: 4795.494141
	Iteration 138Q: 3 clusters Score -1873934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1873928.625000 Penalty: 4795.494141
	Iteration 139Q: 3 clusters Score -1873929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1873933.500000 Penalty: 4795.494141
	Iteration 140F: 3 clusters Score -1873934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1873934.375000 Penalty: 4795.494141
	Iteration 141Q: 3 clusters Score -1873934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1873936.375000 Penalty: 4795.494141
	Iteration 142Q: 3 clusters Score -1873936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1873939.125000 Penalty: 4795.494141
	Iteration 143Q: 3 clusters Score -1873939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1873940.375000 Penalty: 4795.494141
	Iteration 144Q: 3 clusters Score -1873940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1873938.625000 Penalty: 4795.494141
	Iteration 145Q: 3 clusters Score -1873939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1873934.250000 Penalty: 4795.494141
	Iteration 146Q: 3 clusters Score -1873934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1873934.750000 Penalty: 4795.494141
	Iteration 147Q: 3 clusters Score -1873935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1873934.750000 Penalty: 4795.494141
	Iteration 148F: 3 clusters Score -1873935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Entering Unmasked Estep 
Score: -10938400.000000 Penalty: 2835.390869
	Iteration 0F: 2 clusters Score -1.09384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -10876718.000000 Penalty: 5670.781738
	Iteration 0F: 3 clusters Score -1.087672e+07 nChanged 43405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -10902766.000000 Penalty: 5670.781738
	Iteration 1F: 3 clusters Score -1.090277e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -10905193.000000 Penalty: 5670.781738
	Iteration 2F: 3 clusters Score -1.090519e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -10909370.000000 Penalty: 5670.781738
	Iteration 3F: 3 clusters Score -1.090937e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10915519.000000 Penalty: 5670.781738
	Iteration 4F: 3 clusters Score -1.091552e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -10922258.000000 Penalty: 5670.781738
	Iteration 5F: 3 clusters Score -1.092226e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -10926994.000000 Penalty: 5670.781738
	Iteration 6F: 3 clusters Score -1.092699e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -10929681.000000 Penalty: 5670.781738
	Iteration 7Q: 3 clusters Score -1.092968e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -10931293.000000 Penalty: 5670.781738
	Iteration 8Q: 3 clusters Score -1.093129e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -10932885.000000 Penalty: 5670.781738
	Iteration 9Q: 3 clusters Score -1.093288e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -10934555.000000 Penalty: 5670.781738
	Iteration 10Q: 3 clusters Score -1.093456e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -10936306.000000 Penalty: 5670.781738
	Iteration 11Q: 3 clusters Score -1.093631e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -10937611.000000 Penalty: 5670.781738
	Iteration 12Q: 3 clusters Score -1.093761e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -10938305.000000 Penalty: 5670.781738
	Iteration 13Q: 3 clusters Score -1.09383e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -10938672.000000 Penalty: 5670.781738
	Iteration 14Q: 3 clusters Score -1.093867e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -10938824.000000 Penalty: 5670.781738
	Iteration 15Q: 3 clusters Score -1.093882e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -10938879.000000 Penalty: 5670.781738
	Iteration 16Q: 3 clusters Score -1.093888e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -10938940.000000 Penalty: 5670.781738
	Iteration 17Q: 3 clusters Score -1.093894e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -10938945.000000 Penalty: 5670.781738
	Iteration 18Q: 3 clusters Score -1.093894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -10938942.000000 Penalty: 5670.781738
	Iteration 19Q: 3 clusters Score -1.093894e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -10938936.000000 Penalty: 5670.781738
	Iteration 20F: 3 clusters Score -1.093894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -10938934.000000 Penalty: 5670.781738
	Iteration 21Q: 3 clusters Score -1.093893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -10938929.000000 Penalty: 5670.781738
	Iteration 22Q: 3 clusters Score -1.093893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -10938920.000000 Penalty: 5670.781738
	Iteration 23Q: 3 clusters Score -1.093892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -10938919.000000 Penalty: 5670.781738
	Iteration 24Q: 3 clusters Score -1.093892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -10938933.000000 Penalty: 5670.781738
	Iteration 25Q: 3 clusters Score -1.093893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -10938930.000000 Penalty: 5670.781738
	Iteration 26Q: 3 clusters Score -1.093893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10938934.000000 Penalty: 5670.781738
	Iteration 27Q: 3 clusters Score -1.093893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -10938935.000000 Penalty: 5670.781738
	Iteration 28Q: 3 clusters Score -1.093894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10938935.000000 Penalty: 5670.781738
	Iteration 29Q: 3 clusters Score -1.093894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10938935.000000 Penalty: 5670.781738
	Iteration 30F: 3 clusters Score -1.093894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4734 members 
Mstep: Class 26 contains 79446 members 
Entering Unmasked Estep 
Score: -45001024.000000 Penalty: 83061.593750
Splitting cluster 16 changes total score from -44955024.000000 to -45001024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (25692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Entering Unmasked Estep 
Score: -2898877.750000 Penalty: 2518.175781
	Iteration 0F: 2 clusters Score -2898878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2881087.000000 Penalty: 5036.351562
	Iteration 0F: 3 clusters Score -2881087 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2888216.750000 Penalty: 5036.351562
	Iteration 1F: 3 clusters Score -2888217 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2890144.250000 Penalty: 5036.351562
	Iteration 2F: 3 clusters Score -2890144 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2892310.500000 Penalty: 5036.351562
	Iteration 3F: 3 clusters Score -2892310 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2893947.750000 Penalty: 5036.351562
	Iteration 4F: 3 clusters Score -2893948 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2895010.500000 Penalty: 5036.351562
	Iteration 5F: 3 clusters Score -2895010 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2895767.250000 Penalty: 5036.351562
	Iteration 6Q: 3 clusters Score -2895767 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2896391.250000 Penalty: 5036.351562
	Iteration 7Q: 3 clusters Score -2896391 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2897048.000000 Penalty: 5036.351562
	Iteration 8Q: 3 clusters Score -2897048 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2897740.000000 Penalty: 5036.351562
	Iteration 9Q: 3 clusters Score -2897740 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2898345.500000 Penalty: 5036.351562
	Iteration 10Q: 3 clusters Score -2898346 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2898718.750000 Penalty: 5036.351562
	Iteration 11Q: 3 clusters Score -2898719 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2899006.500000 Penalty: 5036.351562
	Iteration 12Q: 3 clusters Score -2899006 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2899255.000000 Penalty: 5036.351562
	Iteration 13Q: 3 clusters Score -2899255 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2899448.500000 Penalty: 5036.351562
	Iteration 14Q: 3 clusters Score -2899448 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2899579.250000 Penalty: 5036.351562
	Iteration 15Q: 3 clusters Score -2899579 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2899716.500000 Penalty: 5036.351562
	Iteration 16Q: 3 clusters Score -2899716 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2899824.250000 Penalty: 5036.351562
	Iteration 17Q: 3 clusters Score -2899824 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2899949.500000 Penalty: 5036.351562
	Iteration 18Q: 3 clusters Score -2899950 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2900073.250000 Penalty: 5036.351562
	Iteration 19Q: 3 clusters Score -2900073 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2900202.500000 Penalty: 5036.351562
	Iteration 20F: 3 clusters Score -2900202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2900341.750000 Penalty: 5036.351562
	Iteration 21Q: 3 clusters Score -2900342 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2900489.250000 Penalty: 5036.351562
	Iteration 22Q: 3 clusters Score -2900489 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2900626.250000 Penalty: 5036.351562
	Iteration 23Q: 3 clusters Score -2900626 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2900753.250000 Penalty: 5036.351562
	Iteration 24Q: 3 clusters Score -2900753 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2900839.000000 Penalty: 5036.351562
	Iteration 25Q: 3 clusters Score -2900839 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2900939.250000 Penalty: 5036.351562
	Iteration 26Q: 3 clusters Score -2900939 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2901041.000000 Penalty: 5036.351562
	Iteration 27Q: 3 clusters Score -2901041 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2901142.500000 Penalty: 5036.351562
	Iteration 28Q: 3 clusters Score -2901142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2901257.250000 Penalty: 5036.351562
	Iteration 29Q: 3 clusters Score -2901257 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2901355.750000 Penalty: 5036.351562
	Iteration 30Q: 3 clusters Score -2901356 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2901450.750000 Penalty: 5036.351562
	Iteration 31Q: 3 clusters Score -2901451 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2901569.000000 Penalty: 5036.351562
	Iteration 32Q: 3 clusters Score -2901569 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2901673.750000 Penalty: 5036.351562
	Iteration 33Q: 3 clusters Score -2901674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2901782.500000 Penalty: 5036.351562
	Iteration 34Q: 3 clusters Score -2901782 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2901878.500000 Penalty: 5036.351562
	Iteration 35Q: 3 clusters Score -2901878 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2902004.000000 Penalty: 5036.351562
	Iteration 36Q: 3 clusters Score -2902004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2902103.750000 Penalty: 5036.351562
	Iteration 37Q: 3 clusters Score -2902104 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2902200.250000 Penalty: 5036.351562
	Iteration 38Q: 3 clusters Score -2902200 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2902250.750000 Penalty: 5036.351562
	Iteration 39Q: 3 clusters Score -2902251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2902310.000000 Penalty: 5036.351562
	Iteration 40F: 3 clusters Score -2902310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2902365.250000 Penalty: 5036.351562
	Iteration 41Q: 3 clusters Score -2902365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2902398.750000 Penalty: 5036.351562
	Iteration 42Q: 3 clusters Score -2902399 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2902417.750000 Penalty: 5036.351562
	Iteration 43Q: 3 clusters Score -2902418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2902450.250000 Penalty: 5036.351562
	Iteration 44Q: 3 clusters Score -2902450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2902477.000000 Penalty: 5036.351562
	Iteration 45Q: 3 clusters Score -2902477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2902488.000000 Penalty: 5036.351562
	Iteration 46Q: 3 clusters Score -2902488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2902502.000000 Penalty: 5036.351562
	Iteration 47Q: 3 clusters Score -2902502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2902508.000000 Penalty: 5036.351562
	Iteration 48Q: 3 clusters Score -2902508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2902527.000000 Penalty: 5036.351562
	Iteration 49Q: 3 clusters Score -2902527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2902536.750000 Penalty: 5036.351562
	Iteration 50Q: 3 clusters Score -2902537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2902536.250000 Penalty: 5036.351562
	Iteration 51Q: 3 clusters Score -2902536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2902540.250000 Penalty: 5036.351562
	Iteration 52Q: 3 clusters Score -2902540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2902555.500000 Penalty: 5036.351562
	Iteration 53Q: 3 clusters Score -2902556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2902552.500000 Penalty: 5036.351562
	Iteration 54Q: 3 clusters Score -2902552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2902559.500000 Penalty: 5036.351562
	Iteration 55Q: 3 clusters Score -2902560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2902563.000000 Penalty: 5036.351562
	Iteration 56Q: 3 clusters Score -2902563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2902568.000000 Penalty: 5036.351562
	Iteration 57Q: 3 clusters Score -2902568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2902569.000000 Penalty: 5036.351562
	Iteration 58Q: 3 clusters Score -2902569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2902578.500000 Penalty: 5036.351562
	Iteration 59Q: 3 clusters Score -2902578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2902575.500000 Penalty: 5036.351562
	Iteration 60F: 3 clusters Score -2902576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2902584.000000 Penalty: 5036.351562
	Iteration 61Q: 3 clusters Score -2902584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2902587.750000 Penalty: 5036.351562
	Iteration 62Q: 3 clusters Score -2902588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2902592.250000 Penalty: 5036.351562
	Iteration 63Q: 3 clusters Score -2902592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2902588.500000 Penalty: 5036.351562
	Iteration 64Q: 3 clusters Score -2902588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2902587.250000 Penalty: 5036.351562
	Iteration 65Q: 3 clusters Score -2902587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2902589.250000 Penalty: 5036.351562
	Iteration 66Q: 3 clusters Score -2902589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2902593.250000 Penalty: 5036.351562
	Iteration 67Q: 3 clusters Score -2902593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2902595.000000 Penalty: 5036.351562
	Iteration 68Q: 3 clusters Score -2902595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2902591.250000 Penalty: 5036.351562
	Iteration 69Q: 3 clusters Score -2902591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2902592.750000 Penalty: 5036.351562
	Iteration 70Q: 3 clusters Score -2902593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2902588.500000 Penalty: 5036.351562
	Iteration 71Q: 3 clusters Score -2902588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2902587.750000 Penalty: 5036.351562
	Iteration 72Q: 3 clusters Score -2902588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2902588.750000 Penalty: 5036.351562
	Iteration 73Q: 3 clusters Score -2902589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2902592.750000 Penalty: 5036.351562
	Iteration 74Q: 3 clusters Score -2902593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2902594.500000 Penalty: 5036.351562
	Iteration 75Q: 3 clusters Score -2902594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2902601.250000 Penalty: 5036.351562
	Iteration 76Q: 3 clusters Score -2902601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2902598.500000 Penalty: 5036.351562
	Iteration 77Q: 3 clusters Score -2902598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2902598.250000 Penalty: 5036.351562
	Iteration 78Q: 3 clusters Score -2902598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2902597.250000 Penalty: 5036.351562
	Iteration 79Q: 3 clusters Score -2902597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2902592.250000 Penalty: 5036.351562
	Iteration 80F: 3 clusters Score -2902592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2902592.000000 Penalty: 5036.351562
	Iteration 81Q: 3 clusters Score -2902592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2902592.500000 Penalty: 5036.351562
	Iteration 82Q: 3 clusters Score -2902592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2902595.500000 Penalty: 5036.351562
	Iteration 83Q: 3 clusters Score -2902596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2902598.250000 Penalty: 5036.351562
	Iteration 84Q: 3 clusters Score -2902598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2902602.000000 Penalty: 5036.351562
	Iteration 85Q: 3 clusters Score -2902602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2902601.500000 Penalty: 5036.351562
	Iteration 86Q: 3 clusters Score -2902602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2902605.250000 Penalty: 5036.351562
	Iteration 87Q: 3 clusters Score -2902605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2902604.250000 Penalty: 5036.351562
	Iteration 88Q: 3 clusters Score -2902604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2902603.000000 Penalty: 5036.351562
	Iteration 89Q: 3 clusters Score -2902603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2902604.000000 Penalty: 5036.351562
	Iteration 90Q: 3 clusters Score -2902604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2902607.500000 Penalty: 5036.351562
	Iteration 91Q: 3 clusters Score -2902608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2902614.500000 Penalty: 5036.351562
	Iteration 92Q: 3 clusters Score -2902614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2902612.500000 Penalty: 5036.351562
	Iteration 93Q: 3 clusters Score -2902612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2902615.250000 Penalty: 5036.351562
	Iteration 94Q: 3 clusters Score -2902615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2902619.750000 Penalty: 5036.351562
	Iteration 95Q: 3 clusters Score -2902620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2902611.500000 Penalty: 5036.351562
	Iteration 96Q: 3 clusters Score -2902612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2902617.000000 Penalty: 5036.351562
	Iteration 97Q: 3 clusters Score -2902617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2902619.250000 Penalty: 5036.351562
	Iteration 98Q: 3 clusters Score -2902619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2902620.000000 Penalty: 5036.351562
	Iteration 99Q: 3 clusters Score -2902620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2902619.250000 Penalty: 5036.351562
	Iteration 100F: 3 clusters Score -2902619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2902623.000000 Penalty: 5036.351562
	Iteration 101Q: 3 clusters Score -2902623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2902623.750000 Penalty: 5036.351562
	Iteration 102Q: 3 clusters Score -2902624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2902629.500000 Penalty: 5036.351562
	Iteration 103Q: 3 clusters Score -2902630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2902625.500000 Penalty: 5036.351562
	Iteration 104Q: 3 clusters Score -2902626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2902625.500000 Penalty: 5036.351562
	Iteration 105F: 3 clusters Score -2902626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4734 members 
Mstep: Class 26 contains 79446 members 
Mstep: Class 27 contains 6861 members 
Entering Unmasked Estep 
Score: -45003904.000000 Penalty: 86256.265625
Splitting cluster 17 changes total score from -44955024.000000 to -45003904.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -660614.062500 Penalty: 2153.311523
	Iteration 0F: 2 clusters Score -660614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -655500.312500 Penalty: 4306.623047
	Iteration 0F: 3 clusters Score -655500.3 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -656766.125000 Penalty: 4306.623047
	Iteration 1F: 3 clusters Score -656766.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -656995.687500 Penalty: 4306.623047
	Iteration 2F: 3 clusters Score -656995.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -657213.375000 Penalty: 4306.623047
	Iteration 3F: 3 clusters Score -657213.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -657427.687500 Penalty: 4306.623047
	Iteration 4F: 3 clusters Score -657427.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -657692.812500 Penalty: 4306.623047
	Iteration 5F: 3 clusters Score -657692.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -658056.062500 Penalty: 4306.623047
	Iteration 6F: 3 clusters Score -658056.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -658672.625000 Penalty: 4306.623047
	Iteration 7F: 3 clusters Score -658672.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -659480.062500 Penalty: 4306.623047
	Iteration 8F: 3 clusters Score -659480.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -660129.875000 Penalty: 4306.623047
	Iteration 9F: 3 clusters Score -660129.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -660479.562500 Penalty: 4306.623047
	Iteration 10F: 3 clusters Score -660479.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -660759.437500 Penalty: 4306.623047
	Iteration 11Q: 3 clusters Score -660759.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -661005.500000 Penalty: 4306.623047
	Iteration 12Q: 3 clusters Score -661005.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -661272.562500 Penalty: 4306.623047
	Iteration 13Q: 3 clusters Score -661272.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -661533.125000 Penalty: 4306.623047
	Iteration 14Q: 3 clusters Score -661533.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -661750.312500 Penalty: 4306.623047
	Iteration 15Q: 3 clusters Score -661750.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -661986.125000 Penalty: 4306.623047
	Iteration 16Q: 3 clusters Score -661986.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -662328.562500 Penalty: 4306.623047
	Iteration 17Q: 3 clusters Score -662328.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -662474.687500 Penalty: 4306.623047
	Iteration 18Q: 3 clusters Score -662474.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -662490.437500 Penalty: 4306.623047
	Iteration 19Q: 3 clusters Score -662490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -662494.000000 Penalty: 4306.623047
	Iteration 20F: 3 clusters Score -662494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -662496.812500 Penalty: 4306.623047
	Iteration 21Q: 3 clusters Score -662496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -662503.812500 Penalty: 4306.623047
	Iteration 22Q: 3 clusters Score -662503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -662507.312500 Penalty: 4306.623047
	Iteration 23Q: 3 clusters Score -662507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -662509.312500 Penalty: 4306.623047
	Iteration 24Q: 3 clusters Score -662509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -662509.312500 Penalty: 4306.623047
	Iteration 25F: 3 clusters Score -662509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 1645 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 7670 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4734 members 
Mstep: Class 26 contains 79446 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 4255 members 
Entering Unmasked Estep 
Score: -45004896.000000 Penalty: 89450.945312
Splitting cluster 18 changes total score from -44955024.000000 to -45004896.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 12 contains 77415 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014256.000000 Penalty: 89450.945312
Iteration 39Q: 29 clusters Score -4.501426e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 69616 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 6133 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 10931 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 77685 members 
Mstep: Class 13 contains 5662 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 18405 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 3988 members 
Mstep: Class 22 contains 5730 members 
Mstep: Class 23 contains 7429 members 
Mstep: Class 24 contains 8797 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 77998 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021716.000000 Penalty: 89450.945312
Iteration 40F: 29 clusters Score -4.502172e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9020 members 
Mstep: Class 3 contains 69218 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 11437 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 77583 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 15666 members 
Mstep: Class 16 contains 12654 members 
Mstep: Class 17 contains 17876 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 4076 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 7730 members 
Mstep: Class 24 contains 8823 members 
Mstep: Class 25 contains 6501 members 
Mstep: Class 26 contains 77051 members 
Mstep: Class 27 contains 6833 members 
Mstep: Class 28 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024688.000000 Penalty: 89450.945312
Iteration 41Q: 29 clusters Score -4.502469e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 68923 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 10965 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 77523 members 
Mstep: Class 13 contains 5778 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 15533 members 
Mstep: Class 16 contains 12532 members 
Mstep: Class 17 contains 17623 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 6448 members 
Mstep: Class 23 contains 7922 members 
Mstep: Class 24 contains 8822 members 
Mstep: Class 25 contains 7203 members 
Mstep: Class 26 contains 76344 members 
Mstep: Class 27 contains 6969 members 
Mstep: Class 28 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45025868.000000 Penalty: 89450.945312
Iteration 42Q: 29 clusters Score -4.502587e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9069 members 
Mstep: Class 3 contains 68713 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 11331 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 77492 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 1716 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 8086 members 
Mstep: Class 24 contains 8819 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 75815 members 
Mstep: Class 27 contains 7085 members 
Mstep: Class 28 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026564.000000 Penalty: 89450.945312
Iteration 43Q: 29 clusters Score -4.502656e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 68548 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 5313 members 
Mstep: Class 9 contains 11122 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 77473 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 15400 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 17261 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 8813 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 75419 members 
Mstep: Class 27 contains 7153 members 
Mstep: Class 28 contains 3926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027072.000000 Penalty: 89450.945312
Iteration 44Q: 29 clusters Score -4.502707e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9152 members 
Mstep: Class 3 contains 68409 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 2962 members 
Mstep: Class 8 contains 5256 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 77461 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 16 contains 12366 members 
Mstep: Class 17 contains 17110 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 6821 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 8804 members 
Mstep: Class 25 contains 8569 members 
Mstep: Class 26 contains 75109 members 
Mstep: Class 27 contains 7212 members 
Mstep: Class 28 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027408.000000 Penalty: 89450.945312
Iteration 45Q: 29 clusters Score -4.502741e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 68274 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 11307 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 3450 members 
Mstep: Class 12 contains 77453 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 12341 members 
Mstep: Class 17 contains 17008 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 4254 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 6901 members 
Mstep: Class 23 contains 8412 members 
Mstep: Class 24 contains 8796 members 
Mstep: Class 25 contains 8868 members 
Mstep: Class 26 contains 74849 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027704.000000 Penalty: 89450.945312
Iteration 46Q: 29 clusters Score -4.50277e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 68167 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 11385 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 3451 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 16911 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 22 contains 6977 members 
Mstep: Class 23 contains 8481 members 
Mstep: Class 24 contains 8790 members 
Mstep: Class 25 contains 9123 members 
Mstep: Class 26 contains 74639 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027848.000000 Penalty: 89450.945312
Iteration 47Q: 29 clusters Score -4.502785e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 68078 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6167 members 
Mstep: Class 6 contains 11276 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 11445 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 3451 members 
Mstep: Class 12 contains 77441 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 12313 members 
Mstep: Class 17 contains 16822 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 4266 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 7042 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 9324 members 
Mstep: Class 26 contains 74477 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028072.000000 Penalty: 89450.945312
Iteration 48Q: 29 clusters Score -4.502807e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 68009 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 11495 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 3451 members 
Mstep: Class 12 contains 77437 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 15248 members 
Mstep: Class 16 contains 12319 members 
Mstep: Class 17 contains 16737 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 7093 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 74331 members 
Mstep: Class 27 contains 7343 members 
Mstep: Class 28 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028000.000000 Penalty: 89450.945312
Iteration 49Q: 29 clusters Score -4.5028e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 67962 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 6128 members 
Mstep: Class 6 contains 11276 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 77442 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 15227 members 
Mstep: Class 16 contains 12305 members 
Mstep: Class 17 contains 16654 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 21 contains 4325 members 
Mstep: Class 22 contains 7135 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 8775 members 
Mstep: Class 25 contains 9635 members 
Mstep: Class 26 contains 74222 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 3873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028212.000000 Penalty: 89450.945312
Iteration 50Q: 29 clusters Score -4.502821e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 67912 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6111 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 77446 members 
Mstep: Class 13 contains 5394 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 15 contains 15212 members 
Mstep: Class 16 contains 12284 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 4337 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 8773 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 74131 members 
Mstep: Class 27 contains 7406 members 
Mstep: Class 28 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028128.000000 Penalty: 89450.945312
Iteration 51Q: 29 clusters Score -4.502813e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 67876 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 77449 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 9879 members 
Mstep: Class 26 contains 74058 members 
Mstep: Class 27 contains 7429 members 
Mstep: Class 28 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028044.000000 Penalty: 89450.945312
Iteration 52Q: 29 clusters Score -4.502804e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 67853 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 11642 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 77453 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7182 members 
Mstep: Class 23 contains 8675 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 9996 members 
Mstep: Class 26 contains 73986 members 
Mstep: Class 27 contains 7454 members 
Mstep: Class 28 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028168.000000 Penalty: 89450.945312
Iteration 53Q: 29 clusters Score -4.502817e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 67845 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 11664 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 3446 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 2001 members 
Mstep: Class 15 contains 15204 members 
Mstep: Class 16 contains 12231 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7192 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 10109 members 
Mstep: Class 26 contains 73914 members 
Mstep: Class 27 contains 7477 members 
Mstep: Class 28 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028224.000000 Penalty: 89450.945312
Iteration 54Q: 29 clusters Score -4.502822e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 67839 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 11682 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 77474 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15199 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 16337 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 8714 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 10212 members 
Mstep: Class 26 contains 73838 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028228.000000 Penalty: 89450.945312
Iteration 55Q: 29 clusters Score -4.502823e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 67825 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 6036 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 11701 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 12 contains 77478 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 7210 members 
Mstep: Class 23 contains 8726 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 10319 members 
Mstep: Class 26 contains 73774 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028216.000000 Penalty: 89450.945312
Iteration 56Q: 29 clusters Score -4.502822e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9221 members 
Mstep: Class 3 contains 67808 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 11716 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 3440 members 
Mstep: Class 12 contains 77485 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 16240 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 10439 members 
Mstep: Class 26 contains 73707 members 
Mstep: Class 27 contains 7536 members 
Mstep: Class 28 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028340.000000 Penalty: 89450.945312
Iteration 57Q: 29 clusters Score -4.502834e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 67799 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 77497 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 16190 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 7225 members 
Mstep: Class 23 contains 8766 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 10551 members 
Mstep: Class 26 contains 73644 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028452.000000 Penalty: 89450.945312
Iteration 58Q: 29 clusters Score -4.502845e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9227 members 
Mstep: Class 3 contains 67798 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 11738 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 77512 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15192 members 
Mstep: Class 16 contains 12125 members 
Mstep: Class 17 contains 16145 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 7231 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 10658 members 
Mstep: Class 26 contains 73577 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028516.000000 Penalty: 89450.945312
Iteration 59Q: 29 clusters Score -4.502852e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 67783 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 11756 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15191 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 8792 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 73506 members 
Mstep: Class 27 contains 7590 members 
Mstep: Class 28 contains 3848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028348.000000 Penalty: 89450.945312
Iteration 60F: 29 clusters Score -4.502835e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 67777 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 5968 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 11767 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 77534 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 16051 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 8799 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 10842 members 
Mstep: Class 26 contains 73453 members 
Mstep: Class 27 contains 7611 members 
Mstep: Class 28 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028492.000000 Penalty: 89450.945312
Iteration 61Q: 29 clusters Score -4.502849e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 67765 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 5140 members 
Mstep: Class 9 contains 11783 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 12097 members 
Mstep: Class 17 contains 16014 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 8808 members 
Mstep: Class 24 contains 8769 members 
Mstep: Class 25 contains 10909 members 
Mstep: Class 26 contains 73410 members 
Mstep: Class 27 contains 7621 members 
Mstep: Class 28 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028452.000000 Penalty: 89450.945312
Iteration 62Q: 29 clusters Score -4.502845e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 67753 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 77545 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 12092 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 7257 members 
Mstep: Class 23 contains 8819 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 10975 members 
Mstep: Class 26 contains 73365 members 
Mstep: Class 27 contains 7629 members 
Mstep: Class 28 contains 3845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028476.000000 Penalty: 89450.945312
Iteration 63Q: 29 clusters Score -4.502848e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 67743 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 11813 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 77549 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 11044 members 
Mstep: Class 26 contains 73323 members 
Mstep: Class 27 contains 7637 members 
Mstep: Class 28 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028424.000000 Penalty: 89450.945312
Iteration 64Q: 29 clusters Score -4.502842e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 67727 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 11273 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 11824 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 77551 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15186 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 15943 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 8848 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 11109 members 
Mstep: Class 26 contains 73281 members 
Mstep: Class 27 contains 7641 members 
Mstep: Class 28 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028492.000000 Penalty: 89450.945312
Iteration 65Q: 29 clusters Score -4.502849e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 67718 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 11836 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 12 contains 77553 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 11156 members 
Mstep: Class 26 contains 73241 members 
Mstep: Class 27 contains 7643 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028520.000000 Penalty: 89450.945312
Iteration 66Q: 29 clusters Score -4.502852e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9257 members 
Mstep: Class 3 contains 67704 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 77553 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 12097 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 11189 members 
Mstep: Class 26 contains 73220 members 
Mstep: Class 27 contains 7646 members 
Mstep: Class 28 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028588.000000 Penalty: 89450.945312
Iteration 67Q: 29 clusters Score -4.502859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9259 members 
Mstep: Class 3 contains 67699 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 77552 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15183 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 11213 members 
Mstep: Class 26 contains 73202 members 
Mstep: Class 27 contains 7650 members 
Mstep: Class 28 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028564.000000 Penalty: 89450.945312
Iteration 68Q: 29 clusters Score -4.502856e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 67688 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 11871 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 77551 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 7280 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 11232 members 
Mstep: Class 26 contains 73197 members 
Mstep: Class 27 contains 7657 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028552.000000 Penalty: 89450.945312
Iteration 69Q: 29 clusters Score -4.502855e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 67673 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 11876 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 77550 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 12088 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 11258 members 
Mstep: Class 26 contains 73187 members 
Mstep: Class 27 contains 7672 members 
Mstep: Class 28 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028544.000000 Penalty: 89450.945312
Iteration 70Q: 29 clusters Score -4.502854e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 67657 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11885 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 77553 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 11286 members 
Mstep: Class 26 contains 73172 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028632.000000 Penalty: 89450.945312
Iteration 71Q: 29 clusters Score -4.502863e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 67645 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11891 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 77553 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15180 members 
Mstep: Class 16 contains 12086 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4325 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 7286 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 11305 members 
Mstep: Class 26 contains 73161 members 
Mstep: Class 27 contains 7711 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028548.000000 Penalty: 89450.945312
Iteration 72Q: 29 clusters Score -4.502855e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 67632 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 11273 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 11898 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 77550 members 
Mstep: Class 13 contains 4903 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15177 members 
Mstep: Class 16 contains 12088 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 11326 members 
Mstep: Class 26 contains 73146 members 
Mstep: Class 27 contains 7721 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028544.000000 Penalty: 89450.945312
Iteration 73Q: 29 clusters Score -4.502854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 67626 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11903 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 77546 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 12095 members 
Mstep: Class 17 contains 15715 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 11350 members 
Mstep: Class 26 contains 73128 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028564.000000 Penalty: 89450.945312
Iteration 74Q: 29 clusters Score -4.502856e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 67621 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11905 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 77547 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 11366 members 
Mstep: Class 26 contains 73121 members 
Mstep: Class 27 contains 7752 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028480.000000 Penalty: 89450.945312
Iteration 75Q: 29 clusters Score -4.502848e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 67616 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 12 contains 77546 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 11375 members 
Mstep: Class 26 contains 73110 members 
Mstep: Class 27 contains 7759 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028484.000000 Penalty: 89450.945312
Iteration 76Q: 29 clusters Score -4.502848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 67612 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 12 contains 77542 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15172 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 7309 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 11383 members 
Mstep: Class 26 contains 73102 members 
Mstep: Class 27 contains 7759 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028456.000000 Penalty: 89450.945312
Iteration 77Q: 29 clusters Score -4.502846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9296 members 
Mstep: Class 3 contains 67608 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 11919 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 77541 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15171 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 8763 members 
Mstep: Class 25 contains 11393 members 
Mstep: Class 26 contains 73095 members 
Mstep: Class 27 contains 7761 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028456.000000 Penalty: 89450.945312
Iteration 78Q: 29 clusters Score -4.502846e+07 nChanged 57
Entering ConstructFrom: 
Score: -45028456.000000 Penalty: 89450.945312
Entering ConstructFrom: 
Trying to split cluster 1 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -877169.687500 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -877169.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -871051.875000 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -871051.9 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -872841.250000 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -872841.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -873160.312500 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -873160.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -873416.062500 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -873416.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -873610.125000 Penalty: 4429.590820
	Iteration 4Q: 3 clusters Score -873610.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -873810.562500 Penalty: 4429.590820
	Iteration 5Q: 3 clusters Score -873810.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -874023.937500 Penalty: 4429.590820
	Iteration 6Q: 3 clusters Score -874023.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -874203.625000 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -874203.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -874351.312500 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -874351.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -874463.500000 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -874463.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -874558.875000 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -874558.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -874664.312500 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -874664.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -874761.125000 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -874761.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -874851.000000 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -874851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -874957.437500 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -874957.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -875056.437500 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -875056.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -875133.687500 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -875133.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -875189.437500 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -875189.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -875244.375000 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -875244.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -875296.187500 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -875296.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -875340.812500 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -875340.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -875378.000000 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -875378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -875408.750000 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -875408.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -875444.687500 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -875444.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -875478.250000 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -875478.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -875503.687500 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -875503.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -875525.500000 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -875525.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -875547.375000 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -875547.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -875571.375000 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -875571.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -875593.250000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -875593.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -875606.250000 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -875606.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -875619.687500 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -875619.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -875632.375000 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -875632.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -875641.625000 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -875641.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -875653.000000 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -875653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -875664.375000 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -875664.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -875669.000000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -875669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -875675.375000 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -875675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -875684.312500 Penalty: 4429.590820
	Iteration 38Q: 3 clusters Score -875684.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -875692.250000 Penalty: 4429.590820
	Iteration 39Q: 3 clusters Score -875692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -875697.500000 Penalty: 4429.590820
	Iteration 40F: 3 clusters Score -875697.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -875701.875000 Penalty: 4429.590820
	Iteration 41Q: 3 clusters Score -875701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -875708.500000 Penalty: 4429.590820
	Iteration 42Q: 3 clusters Score -875708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -875709.562500 Penalty: 4429.590820
	Iteration 43Q: 3 clusters Score -875709.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -875717.562500 Penalty: 4429.590820
	Iteration 44Q: 3 clusters Score -875717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -875725.562500 Penalty: 4429.590820
	Iteration 45Q: 3 clusters Score -875725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -875734.500000 Penalty: 4429.590820
	Iteration 46Q: 3 clusters Score -875734.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -875743.562500 Penalty: 4429.590820
	Iteration 47Q: 3 clusters Score -875743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -875751.125000 Penalty: 4429.590820
	Iteration 48Q: 3 clusters Score -875751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -875755.750000 Penalty: 4429.590820
	Iteration 49Q: 3 clusters Score -875755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -875761.437500 Penalty: 4429.590820
	Iteration 50Q: 3 clusters Score -875761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -875767.750000 Penalty: 4429.590820
	Iteration 51Q: 3 clusters Score -875767.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -875774.312500 Penalty: 4429.590820
	Iteration 52Q: 3 clusters Score -875774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -875775.375000 Penalty: 4429.590820
	Iteration 53Q: 3 clusters Score -875775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -875776.937500 Penalty: 4429.590820
	Iteration 54Q: 3 clusters Score -875776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -875780.375000 Penalty: 4429.590820
	Iteration 55Q: 3 clusters Score -875780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -875782.937500 Penalty: 4429.590820
	Iteration 56Q: 3 clusters Score -875782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -875784.562500 Penalty: 4429.590820
	Iteration 57Q: 3 clusters Score -875784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -875782.437500 Penalty: 4429.590820
	Iteration 58Q: 3 clusters Score -875782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -875783.937500 Penalty: 4429.590820
	Iteration 59Q: 3 clusters Score -875783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -875783.437500 Penalty: 4429.590820
	Iteration 60F: 3 clusters Score -875783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -875783.500000 Penalty: 4429.590820
	Iteration 61Q: 3 clusters Score -875783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -875784.687500 Penalty: 4429.590820
	Iteration 62Q: 3 clusters Score -875784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -875785.562500 Penalty: 4429.590820
	Iteration 63Q: 3 clusters Score -875785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -875787.000000 Penalty: 4429.590820
	Iteration 64Q: 3 clusters Score -875787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -875787.000000 Penalty: 4429.590820
	Iteration 65F: 3 clusters Score -875787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Entering Unmasked Estep 
Score: -1079379.625000 Penalty: 2266.166992
	Iteration 0F: 2 clusters Score -1079380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1072223.250000 Penalty: 4532.333984
	Iteration 0F: 3 clusters Score -1072223 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1074457.750000 Penalty: 4532.333984
	Iteration 1F: 3 clusters Score -1074458 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1074938.875000 Penalty: 4532.333984
	Iteration 2F: 3 clusters Score -1074939 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1075471.500000 Penalty: 4532.333984
	Iteration 3F: 3 clusters Score -1075472 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1076073.250000 Penalty: 4532.333984
	Iteration 4F: 3 clusters Score -1076073 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1076627.875000 Penalty: 4532.333984
	Iteration 5F: 3 clusters Score -1076628 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1077034.000000 Penalty: 4532.333984
	Iteration 6F: 3 clusters Score -1077034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1077333.625000 Penalty: 4532.333984
	Iteration 7Q: 3 clusters Score -1077334 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1077549.625000 Penalty: 4532.333984
	Iteration 8Q: 3 clusters Score -1077550 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1077684.875000 Penalty: 4532.333984
	Iteration 9Q: 3 clusters Score -1077685 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1077772.250000 Penalty: 4532.333984
	Iteration 10Q: 3 clusters Score -1077772 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1077840.625000 Penalty: 4532.333984
	Iteration 11Q: 3 clusters Score -1077841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1077896.000000 Penalty: 4532.333984
	Iteration 12Q: 3 clusters Score -1077896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1077937.625000 Penalty: 4532.333984
	Iteration 13Q: 3 clusters Score -1077938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1077965.000000 Penalty: 4532.333984
	Iteration 14Q: 3 clusters Score -1077965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1077996.500000 Penalty: 4532.333984
	Iteration 15Q: 3 clusters Score -1077996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1078032.750000 Penalty: 4532.333984
	Iteration 16Q: 3 clusters Score -1078033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1078065.750000 Penalty: 4532.333984
	Iteration 17Q: 3 clusters Score -1078066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1078100.875000 Penalty: 4532.333984
	Iteration 18Q: 3 clusters Score -1078101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1078137.250000 Penalty: 4532.333984
	Iteration 19Q: 3 clusters Score -1078137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1078170.625000 Penalty: 4532.333984
	Iteration 20F: 3 clusters Score -1078171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1078207.625000 Penalty: 4532.333984
	Iteration 21Q: 3 clusters Score -1078208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1078244.750000 Penalty: 4532.333984
	Iteration 22Q: 3 clusters Score -1078245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1078277.750000 Penalty: 4532.333984
	Iteration 23Q: 3 clusters Score -1078278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1078314.250000 Penalty: 4532.333984
	Iteration 24Q: 3 clusters Score -1078314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1078344.375000 Penalty: 4532.333984
	Iteration 25Q: 3 clusters Score -1078344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1078378.000000 Penalty: 4532.333984
	Iteration 26Q: 3 clusters Score -1078378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1078404.125000 Penalty: 4532.333984
	Iteration 27Q: 3 clusters Score -1078404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1078418.500000 Penalty: 4532.333984
	Iteration 28Q: 3 clusters Score -1078418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1078426.000000 Penalty: 4532.333984
	Iteration 29Q: 3 clusters Score -1078426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1078432.000000 Penalty: 4532.333984
	Iteration 30Q: 3 clusters Score -1078432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1078438.000000 Penalty: 4532.333984
	Iteration 31Q: 3 clusters Score -1078438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1078444.625000 Penalty: 4532.333984
	Iteration 32Q: 3 clusters Score -1078445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1078445.250000 Penalty: 4532.333984
	Iteration 33Q: 3 clusters Score -1078445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1078448.250000 Penalty: 4532.333984
	Iteration 34Q: 3 clusters Score -1078448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1078454.000000 Penalty: 4532.333984
	Iteration 35Q: 3 clusters Score -1078454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1078455.750000 Penalty: 4532.333984
	Iteration 36Q: 3 clusters Score -1078456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1078458.375000 Penalty: 4532.333984
	Iteration 37Q: 3 clusters Score -1078458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1078459.500000 Penalty: 4532.333984
	Iteration 38Q: 3 clusters Score -1078460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1078464.750000 Penalty: 4532.333984
	Iteration 39Q: 3 clusters Score -1078465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1078472.125000 Penalty: 4532.333984
	Iteration 40F: 3 clusters Score -1078472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1078479.125000 Penalty: 4532.333984
	Iteration 41Q: 3 clusters Score -1078479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1078488.375000 Penalty: 4532.333984
	Iteration 42Q: 3 clusters Score -1078488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1078500.250000 Penalty: 4532.333984
	Iteration 43Q: 3 clusters Score -1078500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1078511.000000 Penalty: 4532.333984
	Iteration 44Q: 3 clusters Score -1078511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1078517.625000 Penalty: 4532.333984
	Iteration 45Q: 3 clusters Score -1078518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1078519.625000 Penalty: 4532.333984
	Iteration 46Q: 3 clusters Score -1078520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1078521.500000 Penalty: 4532.333984
	Iteration 47Q: 3 clusters Score -1078522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1078522.750000 Penalty: 4532.333984
	Iteration 48Q: 3 clusters Score -1078523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1078527.250000 Penalty: 4532.333984
	Iteration 49Q: 3 clusters Score -1078527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1078528.125000 Penalty: 4532.333984
	Iteration 50Q: 3 clusters Score -1078528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1078530.250000 Penalty: 4532.333984
	Iteration 51Q: 3 clusters Score -1078530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1078531.250000 Penalty: 4532.333984
	Iteration 52Q: 3 clusters Score -1078531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1078531.875000 Penalty: 4532.333984
	Iteration 53Q: 3 clusters Score -1078532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1078534.625000 Penalty: 4532.333984
	Iteration 54Q: 3 clusters Score -1078535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1078535.125000 Penalty: 4532.333984
	Iteration 55Q: 3 clusters Score -1078535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1078539.125000 Penalty: 4532.333984
	Iteration 56Q: 3 clusters Score -1078539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1078539.125000 Penalty: 4532.333984
	Iteration 57Q: 3 clusters Score -1078539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1078540.875000 Penalty: 4532.333984
	Iteration 58Q: 3 clusters Score -1078541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1078539.250000 Penalty: 4532.333984
	Iteration 59Q: 3 clusters Score -1078539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1078539.375000 Penalty: 4532.333984
	Iteration 60F: 3 clusters Score -1078539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1078541.125000 Penalty: 4532.333984
	Iteration 61Q: 3 clusters Score -1078541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1078541.250000 Penalty: 4532.333984
	Iteration 62Q: 3 clusters Score -1078541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1078541.250000 Penalty: 4532.333984
	Iteration 63F: 3 clusters Score -1078541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -8053182.500000 Penalty: 2758.123779
	Iteration 0F: 2 clusters Score -8053182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -8007789.000000 Penalty: 5516.247559
	Iteration 0F: 3 clusters Score -8007789 nChanged 31602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -8025628.500000 Penalty: 5516.247559
	Iteration 1F: 3 clusters Score -8025628 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -8026431.000000 Penalty: 5516.247559
	Iteration 2Q: 3 clusters Score -8026431 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8027572.000000 Penalty: 5516.247559
	Iteration 3Q: 3 clusters Score -8027572 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -8029351.000000 Penalty: 5516.247559
	Iteration 4F: 3 clusters Score -8029351 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8032085.000000 Penalty: 5516.247559
	Iteration 5F: 3 clusters Score -8032085 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -8035793.000000 Penalty: 5516.247559
	Iteration 6F: 3 clusters Score -8035793 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -8039897.000000 Penalty: 5516.247559
	Iteration 7F: 3 clusters Score -8039897 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -8043345.500000 Penalty: 5516.247559
	Iteration 8F: 3 clusters Score -8043346 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -8045976.500000 Penalty: 5516.247559
	Iteration 9Q: 3 clusters Score -8045976 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8047794.000000 Penalty: 5516.247559
	Iteration 10Q: 3 clusters Score -8047794 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8048889.000000 Penalty: 5516.247559
	Iteration 11Q: 3 clusters Score -8048889 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -8049665.500000 Penalty: 5516.247559
	Iteration 12Q: 3 clusters Score -8049666 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -8050108.500000 Penalty: 5516.247559
	Iteration 13Q: 3 clusters Score -8050108 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -8050385.500000 Penalty: 5516.247559
	Iteration 14Q: 3 clusters Score -8050386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -8050570.000000 Penalty: 5516.247559
	Iteration 15Q: 3 clusters Score -8050570 nChanged 156
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: -8050668.500000 Penalty: 5516.247559
	Iteration 16Q: 3 clusters Score -8050668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -8050754.000000 Penalty: 5516.247559
	Iteration 17Q: 3 clusters Score -8050754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -8050793.500000 Penalty: 5516.247559
	Iteration 18Q: 3 clusters Score -8050794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8050845.000000 Penalty: 5516.247559
	Iteration 19Q: 3 clusters Score -8050845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -8050866.000000 Penalty: 5516.247559
	Iteration 20F: 3 clusters Score -8050866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -8050882.000000 Penalty: 5516.247559
	Iteration 21Q: 3 clusters Score -8050882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -8050891.500000 Penalty: 5516.247559
	Iteration 22Q: 3 clusters Score -8050892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8050887.000000 Penalty: 5516.247559
	Iteration 23Q: 3 clusters Score -8050887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -8050893.000000 Penalty: 5516.247559
	Iteration 24Q: 3 clusters Score -8050893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -8050908.000000 Penalty: 5516.247559
	Iteration 25Q: 3 clusters Score -8050908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8050918.500000 Penalty: 5516.247559
	Iteration 26Q: 3 clusters Score -8050918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8050929.500000 Penalty: 5516.247559
	Iteration 27Q: 3 clusters Score -8050930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -8050929.000000 Penalty: 5516.247559
	Iteration 28Q: 3 clusters Score -8050929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8050934.500000 Penalty: 5516.247559
	Iteration 29Q: 3 clusters Score -8050934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -8050934.000000 Penalty: 5516.247559
	Iteration 30Q: 3 clusters Score -8050934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -8050946.000000 Penalty: 5516.247559
	Iteration 31Q: 3 clusters Score -8050946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -8050950.500000 Penalty: 5516.247559
	Iteration 32Q: 3 clusters Score -8050950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -8050950.000000 Penalty: 5516.247559
	Iteration 33Q: 3 clusters Score -8050950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -8050950.000000 Penalty: 5516.247559
	Iteration 34F: 3 clusters Score -8050950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -163247.421875 Penalty: 1826.564697
	Iteration 0F: 2 clusters Score -163247.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160958.062500 Penalty: 3653.129395
	Iteration 0F: 3 clusters Score -160958.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161462.125000 Penalty: 3653.129395
	Iteration 1F: 3 clusters Score -161462.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161670.203125 Penalty: 3653.129395
	Iteration 2F: 3 clusters Score -161670.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161883.156250 Penalty: 3653.129395
	Iteration 3F: 3 clusters Score -161883.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162066.046875 Penalty: 3653.129395
	Iteration 4F: 3 clusters Score -162066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162207.296875 Penalty: 3653.129395
	Iteration 5Q: 3 clusters Score -162207.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -162304.296875 Penalty: 3653.129395
	Iteration 6Q: 3 clusters Score -162304.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -162388.171875 Penalty: 3653.129395
	Iteration 7Q: 3 clusters Score -162388.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162464.062500 Penalty: 3653.129395
	Iteration 8Q: 3 clusters Score -162464.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162512.234375 Penalty: 3653.129395
	Iteration 9Q: 3 clusters Score -162512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -162540.484375 Penalty: 3653.129395
	Iteration 10Q: 3 clusters Score -162540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162555.843750 Penalty: 3653.129395
	Iteration 11Q: 3 clusters Score -162555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162573.828125 Penalty: 3653.129395
	Iteration 12Q: 3 clusters Score -162573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -162578.453125 Penalty: 3653.129395
	Iteration 13Q: 3 clusters Score -162578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162580.484375 Penalty: 3653.129395
	Iteration 14Q: 3 clusters Score -162580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -162581.234375 Penalty: 3653.129395
	Iteration 15Q: 3 clusters Score -162581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162582.593750 Penalty: 3653.129395
	Iteration 16Q: 3 clusters Score -162582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162583.906250 Penalty: 3653.129395
	Iteration 17Q: 3 clusters Score -162583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162611.359375 Penalty: 3653.129395
	Iteration 18F: 3 clusters Score -162611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -162685.093750 Penalty: 3653.129395
	Iteration 19Q: 3 clusters Score -162685.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162701.640625 Penalty: 3653.129395
	Iteration 20F: 3 clusters Score -162701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -162713.234375 Penalty: 3653.129395
	Iteration 21Q: 3 clusters Score -162713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162742.671875 Penalty: 3653.129395
	Iteration 22Q: 3 clusters Score -162742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162752.296875 Penalty: 3653.129395
	Iteration 23Q: 3 clusters Score -162752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162754.203125 Penalty: 3653.129395
	Iteration 24Q: 3 clusters Score -162754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162754.203125 Penalty: 3653.129395
	Iteration 25F: 3 clusters Score -162754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -672871.187500 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -672871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -667813.562500 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -667813.6 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -669133.187500 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -669133.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -669377.687500 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -669377.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -669526.500000 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -669526.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -669627.250000 Penalty: 4299.766113
	Iteration 4Q: 3 clusters Score -669627.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -669712.250000 Penalty: 4299.766113
	Iteration 5Q: 3 clusters Score -669712.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -669805.125000 Penalty: 4299.766113
	Iteration 6Q: 3 clusters Score -669805.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -669877.437500 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -669877.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -669936.312500 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -669936.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -669990.937500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -669990.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -670031.937500 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -670031.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -670071.625000 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -670071.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -670115.375000 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -670115.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -670169.437500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -670169.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -670218.125000 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -670218.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -670257.562500 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -670257.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -670312.625000 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -670312.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -670363.625000 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -670363.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -670414.937500 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -670414.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -670476.812500 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -670476.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -670524.875000 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -670524.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -670574.500000 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -670574.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -670628.875000 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -670628.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -670695.312500 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -670695.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -670747.062500 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -670747.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -670793.750000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -670793.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -670827.500000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -670827.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -670859.437500 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -670859.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -670883.687500 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -670883.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -670910.875000 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -670910.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -670930.500000 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -670930.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -670943.500000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -670943.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -670958.312500 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -670958.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -670966.250000 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -670966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -670971.125000 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -670971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -670981.562500 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -670981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -670985.875000 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -670985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -670992.687500 Penalty: 4299.766113
	Iteration 37Q: 3 clusters Score -670992.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -670999.062500 Penalty: 4299.766113
	Iteration 38Q: 3 clusters Score -670999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -671003.500000 Penalty: 4299.766113
	Iteration 39Q: 3 clusters Score -671003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -671010.062500 Penalty: 4299.766113
	Iteration 40F: 3 clusters Score -671010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -671012.812500 Penalty: 4299.766113
	Iteration 41Q: 3 clusters Score -671012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -671017.500000 Penalty: 4299.766113
	Iteration 42Q: 3 clusters Score -671017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -671020.125000 Penalty: 4299.766113
	Iteration 43Q: 3 clusters Score -671020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -671020.312500 Penalty: 4299.766113
	Iteration 44Q: 3 clusters Score -671020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -671020.312500 Penalty: 4299.766113
	Iteration 45F: 3 clusters Score -671020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1321699.875000 Penalty: 2313.638916
	Iteration 0F: 2 clusters Score -1321700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1313222.875000 Penalty: 4627.277832
	Iteration 0F: 3 clusters Score -1313223 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1315765.000000 Penalty: 4627.277832
	Iteration 1F: 3 clusters Score -1315765 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1316146.125000 Penalty: 4627.277832
	Iteration 2F: 3 clusters Score -1316146 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1316427.500000 Penalty: 4627.277832
	Iteration 3F: 3 clusters Score -1316428 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1316672.250000 Penalty: 4627.277832
	Iteration 4Q: 3 clusters Score -1316672 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1316919.875000 Penalty: 4627.277832
	Iteration 5Q: 3 clusters Score -1316920 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1317202.750000 Penalty: 4627.277832
	Iteration 6Q: 3 clusters Score -1317203 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1317541.625000 Penalty: 4627.277832
	Iteration 7Q: 3 clusters Score -1317542 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1317883.000000 Penalty: 4627.277832
	Iteration 8Q: 3 clusters Score -1317883 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1318273.875000 Penalty: 4627.277832
	Iteration 9Q: 3 clusters Score -1318274 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1318731.875000 Penalty: 4627.277832
	Iteration 10F: 3 clusters Score -1318732 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1319233.250000 Penalty: 4627.277832
	Iteration 11Q: 3 clusters Score -1319233 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1319647.750000 Penalty: 4627.277832
	Iteration 12Q: 3 clusters Score -1319648 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1319973.750000 Penalty: 4627.277832
	Iteration 13Q: 3 clusters Score -1319974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1320236.125000 Penalty: 4627.277832
	Iteration 14Q: 3 clusters Score -1320236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1320390.500000 Penalty: 4627.277832
	Iteration 15Q: 3 clusters Score -1320390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1320468.750000 Penalty: 4627.277832
	Iteration 16Q: 3 clusters Score -1320469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1320519.625000 Penalty: 4627.277832
	Iteration 17Q: 3 clusters Score -1320520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1320539.250000 Penalty: 4627.277832
	Iteration 18Q: 3 clusters Score -1320539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1320558.750000 Penalty: 4627.277832
	Iteration 19Q: 3 clusters Score -1320559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1320569.500000 Penalty: 4627.277832
	Iteration 20F: 3 clusters Score -1320570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1320575.750000 Penalty: 4627.277832
	Iteration 21Q: 3 clusters Score -1320576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1320579.000000 Penalty: 4627.277832
	Iteration 22Q: 3 clusters Score -1320579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1320579.500000 Penalty: 4627.277832
	Iteration 23Q: 3 clusters Score -1320580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1320577.625000 Penalty: 4627.277832
	Iteration 24Q: 3 clusters Score -1320578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1320578.500000 Penalty: 4627.277832
	Iteration 25Q: 3 clusters Score -1320578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1320578.125000 Penalty: 4627.277832
	Iteration 26Q: 3 clusters Score -1320578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1320579.750000 Penalty: 4627.277832
	Iteration 27Q: 3 clusters Score -1320580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1320579.250000 Penalty: 4627.277832
	Iteration 28Q: 3 clusters Score -1320579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1320581.375000 Penalty: 4627.277832
	Iteration 29Q: 3 clusters Score -1320581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1320582.125000 Penalty: 4627.277832
	Iteration 30Q: 3 clusters Score -1320582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1320586.500000 Penalty: 4627.277832
	Iteration 31Q: 3 clusters Score -1320586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1320586.500000 Penalty: 4627.277832
	Iteration 32Q: 3 clusters Score -1320586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1320588.875000 Penalty: 4627.277832
	Iteration 33Q: 3 clusters Score -1320589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1320587.875000 Penalty: 4627.277832
	Iteration 34Q: 3 clusters Score -1320588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1320590.375000 Penalty: 4627.277832
	Iteration 35Q: 3 clusters Score -1320590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1320592.875000 Penalty: 4627.277832
	Iteration 36Q: 3 clusters Score -1320593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1320592.875000 Penalty: 4627.277832
	Iteration 37F: 3 clusters Score -1320593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -318591.187500 Penalty: 1984.253052
	Iteration 0F: 2 clusters Score -318591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -315363.031250 Penalty: 3968.506104
	Iteration 0F: 3 clusters Score -315363 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316332.875000 Penalty: 3968.506104
	Iteration 1F: 3 clusters Score -316332.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -316742.000000 Penalty: 3968.506104
	Iteration 2F: 3 clusters Score -316742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -317112.187500 Penalty: 3968.506104
	Iteration 3F: 3 clusters Score -317112.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -317404.593750 Penalty: 3968.506104
	Iteration 4F: 3 clusters Score -317404.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -317573.343750 Penalty: 3968.506104
	Iteration 5F: 3 clusters Score -317573.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -317690.218750 Penalty: 3968.506104
	Iteration 6Q: 3 clusters Score -317690.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -317759.093750 Penalty: 3968.506104
	Iteration 7Q: 3 clusters Score -317759.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -317791.875000 Penalty: 3968.506104
	Iteration 8Q: 3 clusters Score -317791.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -317812.156250 Penalty: 3968.506104
	Iteration 9Q: 3 clusters Score -317812.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -317826.281250 Penalty: 3968.506104
	Iteration 10Q: 3 clusters Score -317826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -317837.625000 Penalty: 3968.506104
	Iteration 11Q: 3 clusters Score -317837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -317843.906250 Penalty: 3968.506104
	Iteration 12Q: 3 clusters Score -317843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -317847.187500 Penalty: 3968.506104
	Iteration 13Q: 3 clusters Score -317847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -317850.875000 Penalty: 3968.506104
	Iteration 14Q: 3 clusters Score -317850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -317851.843750 Penalty: 3968.506104
	Iteration 15Q: 3 clusters Score -317851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -317852.937500 Penalty: 3968.506104
	Iteration 16Q: 3 clusters Score -317852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -317852.937500 Penalty: 3968.506104
	Iteration 17F: 3 clusters Score -317852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -571045.312500 Penalty: 2118.290771
	Iteration 0F: 2 clusters Score -571045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -566459.000000 Penalty: 4236.581543
	Iteration 0F: 3 clusters Score -566459 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -567723.562500 Penalty: 4236.581543
	Iteration 1F: 3 clusters Score -567723.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -568256.375000 Penalty: 4236.581543
	Iteration 2F: 3 clusters Score -568256.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -568973.312500 Penalty: 4236.581543
	Iteration 3F: 3 clusters Score -568973.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -569990.812500 Penalty: 4236.581543
	Iteration 4F: 3 clusters Score -569990.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -570868.937500 Penalty: 4236.581543
	Iteration 5F: 3 clusters Score -570868.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -571366.062500 Penalty: 4236.581543
	Iteration 6F: 3 clusters Score -571366.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -571672.750000 Penalty: 4236.581543
	Iteration 7Q: 3 clusters Score -571672.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -571818.687500 Penalty: 4236.581543
	Iteration 8Q: 3 clusters Score -571818.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -571912.000000 Penalty: 4236.581543
	Iteration 9Q: 3 clusters Score -571912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -571959.500000 Penalty: 4236.581543
	Iteration 10Q: 3 clusters Score -571959.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -572007.312500 Penalty: 4236.581543
	Iteration 11Q: 3 clusters Score -572007.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -572038.000000 Penalty: 4236.581543
	Iteration 12Q: 3 clusters Score -572038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -572063.062500 Penalty: 4236.581543
	Iteration 13Q: 3 clusters Score -572063.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -572078.437500 Penalty: 4236.581543
	Iteration 14Q: 3 clusters Score -572078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -572097.562500 Penalty: 4236.581543
	Iteration 15Q: 3 clusters Score -572097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -572120.125000 Penalty: 4236.581543
	Iteration 16Q: 3 clusters Score -572120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -572142.625000 Penalty: 4236.581543
	Iteration 17Q: 3 clusters Score -572142.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -572166.562500 Penalty: 4236.581543
	Iteration 18Q: 3 clusters Score -572166.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -572205.562500 Penalty: 4236.581543
	Iteration 19Q: 3 clusters Score -572205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -572251.875000 Penalty: 4236.581543
	Iteration 20F: 3 clusters Score -572251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -572289.625000 Penalty: 4236.581543
	Iteration 21Q: 3 clusters Score -572289.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -572314.187500 Penalty: 4236.581543
	Iteration 22Q: 3 clusters Score -572314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -572326.562500 Penalty: 4236.581543
	Iteration 23Q: 3 clusters Score -572326.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -572334.125000 Penalty: 4236.581543
	Iteration 24Q: 3 clusters Score -572334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -572334.812500 Penalty: 4236.581543
	Iteration 25Q: 3 clusters Score -572334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -572336.500000 Penalty: 4236.581543
	Iteration 26Q: 3 clusters Score -572336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -572337.562500 Penalty: 4236.581543
	Iteration 27Q: 3 clusters Score -572337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -572338.500000 Penalty: 4236.581543
	Iteration 28Q: 3 clusters Score -572338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -572340.875000 Penalty: 4236.581543
	Iteration 29Q: 3 clusters Score -572340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -572341.312500 Penalty: 4236.581543
	Iteration 30Q: 3 clusters Score -572341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -572342.562500 Penalty: 4236.581543
	Iteration 31Q: 3 clusters Score -572342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -572342.937500 Penalty: 4236.581543
	Iteration 32Q: 3 clusters Score -572342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -572344.750000 Penalty: 4236.581543
	Iteration 33Q: 3 clusters Score -572344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -572345.250000 Penalty: 4236.581543
	Iteration 34Q: 3 clusters Score -572345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -572345.187500 Penalty: 4236.581543
	Iteration 35Q: 3 clusters Score -572345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -572345.187500 Penalty: 4236.581543
	Iteration 36F: 3 clusters Score -572345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3978 members 
Entering Unmasked Estep 
Score: -45028676.000000 Penalty: 92645.625000
Splitting cluster 8 changes total score from -45028456.000000 to -45028676.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (11918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Entering Unmasked Estep 
Score: -1324698.250000 Penalty: 2327.679688
	Iteration 0F: 2 clusters Score -1324698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1315836.000000 Penalty: 4655.359375
	Iteration 0F: 3 clusters Score -1315836 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1318592.625000 Penalty: 4655.359375
	Iteration 1F: 3 clusters Score -1318593 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1319123.375000 Penalty: 4655.359375
	Iteration 2F: 3 clusters Score -1319123 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1319766.250000 Penalty: 4655.359375
	Iteration 3F: 3 clusters Score -1319766 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1320597.250000 Penalty: 4655.359375
	Iteration 4F: 3 clusters Score -1320597 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1321573.875000 Penalty: 4655.359375
	Iteration 5F: 3 clusters Score -1321574 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1322486.125000 Penalty: 4655.359375
	Iteration 6F: 3 clusters Score -1322486 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1323137.625000 Penalty: 4655.359375
	Iteration 7F: 3 clusters Score -1323138 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1323550.250000 Penalty: 4655.359375
	Iteration 8Q: 3 clusters Score -1323550 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1323799.625000 Penalty: 4655.359375
	Iteration 9Q: 3 clusters Score -1323800 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1323975.125000 Penalty: 4655.359375
	Iteration 10Q: 3 clusters Score -1323975 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1324120.000000 Penalty: 4655.359375
	Iteration 11Q: 3 clusters Score -1324120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1324222.500000 Penalty: 4655.359375
	Iteration 12Q: 3 clusters Score -1324222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1324290.000000 Penalty: 4655.359375
	Iteration 13Q: 3 clusters Score -1324290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1324356.625000 Penalty: 4655.359375
	Iteration 14Q: 3 clusters Score -1324357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1324424.000000 Penalty: 4655.359375
	Iteration 15Q: 3 clusters Score -1324424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1324521.625000 Penalty: 4655.359375
	Iteration 16Q: 3 clusters Score -1324522 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1324624.750000 Penalty: 4655.359375
	Iteration 17Q: 3 clusters Score -1324625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1324719.125000 Penalty: 4655.359375
	Iteration 18Q: 3 clusters Score -1324719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1324795.875000 Penalty: 4655.359375
	Iteration 19Q: 3 clusters Score -1324796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1324841.875000 Penalty: 4655.359375
	Iteration 20F: 3 clusters Score -1324842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1324880.875000 Penalty: 4655.359375
	Iteration 21Q: 3 clusters Score -1324881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1324906.000000 Penalty: 4655.359375
	Iteration 22Q: 3 clusters Score -1324906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1324937.250000 Penalty: 4655.359375
	Iteration 23Q: 3 clusters Score -1324937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1324950.750000 Penalty: 4655.359375
	Iteration 24Q: 3 clusters Score -1324951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1324965.500000 Penalty: 4655.359375
	Iteration 25Q: 3 clusters Score -1324966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1324975.500000 Penalty: 4655.359375
	Iteration 26Q: 3 clusters Score -1324976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1324980.125000 Penalty: 4655.359375
	Iteration 27Q: 3 clusters Score -1324980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1324988.125000 Penalty: 4655.359375
	Iteration 28Q: 3 clusters Score -1324988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1324995.875000 Penalty: 4655.359375
	Iteration 29Q: 3 clusters Score -1324996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1324998.750000 Penalty: 4655.359375
	Iteration 30Q: 3 clusters Score -1324999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1325002.375000 Penalty: 4655.359375
	Iteration 31Q: 3 clusters Score -1325002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1325003.750000 Penalty: 4655.359375
	Iteration 32Q: 3 clusters Score -1325004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1325009.250000 Penalty: 4655.359375
	Iteration 33Q: 3 clusters Score -1325009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1325009.750000 Penalty: 4655.359375
	Iteration 34Q: 3 clusters Score -1325010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1325009.875000 Penalty: 4655.359375
	Iteration 35Q: 3 clusters Score -1325010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1325009.250000 Penalty: 4655.359375
	Iteration 36Q: 3 clusters Score -1325009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1325008.500000 Penalty: 4655.359375
	Iteration 37Q: 3 clusters Score -1325008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1325009.000000 Penalty: 4655.359375
	Iteration 38Q: 3 clusters Score -1325009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1325009.000000 Penalty: 4655.359375
	Iteration 39F: 3 clusters Score -1325009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 3784 members 
Entering Unmasked Estep 
Score: -45027980.000000 Penalty: 95840.296875
Splitting cluster 9 changes total score from -45028456.000000 to -45027980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -581249.062500 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -581249.1 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 2563 members 
Entering Unmasked Estep 
Score: -576729.125000 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -576729.1 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -577767.187500 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -577767.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -578014.875000 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -578014.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -578165.312500 Penalty: 4222.739258
	Iteration 3F: 3 clusters Score -578165.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -578295.812500 Penalty: 4222.739258
	Iteration 4Q: 3 clusters Score -578295.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -578435.500000 Penalty: 4222.739258
	Iteration 5Q: 3 clusters Score -578435.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -578572.812500 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -578572.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -578705.187500 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -578705.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -578820.750000 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -578820.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -578931.750000 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -578931.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -579059.875000 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -579059.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -579167.125000 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -579167.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -579269.687500 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -579269.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -579365.312500 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -579365.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -579442.562500 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -579442.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -579495.312500 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -579495.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -579554.562500 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -579554.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -579602.250000 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -579602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -579631.812500 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -579631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -579650.312500 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -579650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -579663.062500 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -579663.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -579682.687500 Penalty: 4222.739258
	Iteration 21Q: 3 clusters Score -579682.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -579692.250000 Penalty: 4222.739258
	Iteration 22Q: 3 clusters Score -579692.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -579703.625000 Penalty: 4222.739258
	Iteration 23Q: 3 clusters Score -579703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -579714.312500 Penalty: 4222.739258
	Iteration 24Q: 3 clusters Score -579714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -579721.000000 Penalty: 4222.739258
	Iteration 25Q: 3 clusters Score -579721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -579728.812500 Penalty: 4222.739258
	Iteration 26Q: 3 clusters Score -579728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -579737.187500 Penalty: 4222.739258
	Iteration 27Q: 3 clusters Score -579737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -579743.187500 Penalty: 4222.739258
	Iteration 28Q: 3 clusters Score -579743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -579746.187500 Penalty: 4222.739258
	Iteration 29Q: 3 clusters Score -579746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -579750.875000 Penalty: 4222.739258
	Iteration 30Q: 3 clusters Score -579750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -579753.562500 Penalty: 4222.739258
	Iteration 31Q: 3 clusters Score -579753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -579756.000000 Penalty: 4222.739258
	Iteration 32Q: 3 clusters Score -579756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -579757.750000 Penalty: 4222.739258
	Iteration 33Q: 3 clusters Score -579757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -579759.187500 Penalty: 4222.739258
	Iteration 34Q: 3 clusters Score -579759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -579760.687500 Penalty: 4222.739258
	Iteration 35Q: 3 clusters Score -579760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -579760.875000 Penalty: 4222.739258
	Iteration 36Q: 3 clusters Score -579760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -579764.625000 Penalty: 4222.739258
	Iteration 37Q: 3 clusters Score -579764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -579768.812500 Penalty: 4222.739258
	Iteration 38Q: 3 clusters Score -579768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -579771.187500 Penalty: 4222.739258
	Iteration 39Q: 3 clusters Score -579771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -579771.187500 Penalty: 4222.739258
	Iteration 40F: 3 clusters Score -579771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -385130.437500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -381650.531250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -381650.5 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382490.156250 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -382490.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -382797.843750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -382797.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -383048.937500 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -383048.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -383264.812500 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -383264.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -383479.250000 Penalty: 4032.655518
	Iteration 5F: 3 clusters Score -383479.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -383675.218750 Penalty: 4032.655518
	Iteration 6F: 3 clusters Score -383675.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -383844.312500 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -383844.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -383984.781250 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -383984.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -384083.906250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -384083.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -384172.968750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -384173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -384270.468750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -384270.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -384350.750000 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -384350.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -384422.843750 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -384422.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -384479.062500 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -384479.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -384516.625000 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -384516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -384538.187500 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -384538.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -384556.718750 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -384556.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384572.062500 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -384572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384575.000000 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -384575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -384579.406250 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -384579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -384583.562500 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -384583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -384585.625000 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -384585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -384585.562500 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -384585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -384586.687500 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -384586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -384586.687500 Penalty: 4032.655518
	Iteration 25F: 3 clusters Score -384586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Entering Unmasked Estep 
Score: -9366916.000000 Penalty: 2792.129883
	Iteration 0F: 2 clusters Score -9366916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -9314862.000000 Penalty: 5584.259766
	Iteration 0F: 3 clusters Score -9314862 nChanged 36437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -9335333.000000 Penalty: 5584.259766
	Iteration 1F: 3 clusters Score -9335333 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9335924.000000 Penalty: 5584.259766
	Iteration 2Q: 3 clusters Score -9335924 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -9336522.000000 Penalty: 5584.259766
	Iteration 3Q: 3 clusters Score -9336522 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -9337226.000000 Penalty: 5584.259766
	Iteration 4Q: 3 clusters Score -9337226 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -9338091.000000 Penalty: 5584.259766
	Iteration 5Q: 3 clusters Score -9338091 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -9339160.000000 Penalty: 5584.259766
	Iteration 6Q: 3 clusters Score -9339160 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -9340509.000000 Penalty: 5584.259766
	Iteration 7Q: 3 clusters Score -9340509 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -9342516.000000 Penalty: 5584.259766
	Iteration 8F: 3 clusters Score -9342516 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -9345108.000000 Penalty: 5584.259766
	Iteration 9F: 3 clusters Score -9345108 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -9348165.000000 Penalty: 5584.259766
	Iteration 10F: 3 clusters Score -9348165 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -9351400.000000 Penalty: 5584.259766
	Iteration 11F: 3 clusters Score -9351400 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -9354664.000000 Penalty: 5584.259766
	Iteration 12F: 3 clusters Score -9354664 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -9357579.000000 Penalty: 5584.259766
	Iteration 13Q: 3 clusters Score -9357579 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -9359775.000000 Penalty: 5584.259766
	Iteration 14Q: 3 clusters Score -9359775 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -9361181.000000 Penalty: 5584.259766
	Iteration 15Q: 3 clusters Score -9361181 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -9361996.000000 Penalty: 5584.259766
	Iteration 16Q: 3 clusters Score -9361996 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -9362531.000000 Penalty: 5584.259766
	Iteration 17Q: 3 clusters Score -9362531 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -9362851.000000 Penalty: 5584.259766
	Iteration 18Q: 3 clusters Score -9362851 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -9363035.000000 Penalty: 5584.259766
	Iteration 19Q: 3 clusters Score -9363035 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -9363277.000000 Penalty: 5584.259766
	Iteration 20F: 3 clusters Score -9363277 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -9363474.000000 Penalty: 5584.259766
	Iteration 21Q: 3 clusters Score -9363474 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -9363663.000000 Penalty: 5584.259766
	Iteration 22Q: 3 clusters Score -9363663 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -9363804.000000 Penalty: 5584.259766
	Iteration 23Q: 3 clusters Score -9363804 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -9363942.000000 Penalty: 5584.259766
	Iteration 24Q: 3 clusters Score -9363942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -9364067.000000 Penalty: 5584.259766
	Iteration 25Q: 3 clusters Score -9364067 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -9364197.000000 Penalty: 5584.259766
	Iteration 26Q: 3 clusters Score -9364197 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -9364259.000000 Penalty: 5584.259766
	Iteration 27Q: 3 clusters Score -9364259 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -9364316.000000 Penalty: 5584.259766
	Iteration 28Q: 3 clusters Score -9364316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -9364396.000000 Penalty: 5584.259766
	Iteration 29Q: 3 clusters Score -9364396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9364431.000000 Penalty: 5584.259766
	Iteration 30Q: 3 clusters Score -9364431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -9364473.000000 Penalty: 5584.259766
	Iteration 31Q: 3 clusters Score -9364473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -9364525.000000 Penalty: 5584.259766
	Iteration 32Q: 3 clusters Score -9364525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -9364581.000000 Penalty: 5584.259766
	Iteration 33Q: 3 clusters Score -9364581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -9364596.000000 Penalty: 5584.259766
	Iteration 34Q: 3 clusters Score -9364596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9364607.000000 Penalty: 5584.259766
	Iteration 35Q: 3 clusters Score -9364607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -9364633.000000 Penalty: 5584.259766
	Iteration 36Q: 3 clusters Score -9364633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -9364638.000000 Penalty: 5584.259766
	Iteration 37Q: 3 clusters Score -9364638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -9364655.000000 Penalty: 5584.259766
	Iteration 38Q: 3 clusters Score -9364655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -9364653.000000 Penalty: 5584.259766
	Iteration 39Q: 3 clusters Score -9364653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -9364671.000000 Penalty: 5584.259766
	Iteration 40F: 3 clusters Score -9364671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -9364669.000000 Penalty: 5584.259766
	Iteration 41Q: 3 clusters Score -9364669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -9364680.000000 Penalty: 5584.259766
	Iteration 42Q: 3 clusters Score -9364680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -9364673.000000 Penalty: 5584.259766
	Iteration 43Q: 3 clusters Score -9364673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -9364692.000000 Penalty: 5584.259766
	Iteration 44Q: 3 clusters Score -9364692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -9364687.000000 Penalty: 5584.259766
	Iteration 45Q: 3 clusters Score -9364687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -9364699.000000 Penalty: 5584.259766
	Iteration 46Q: 3 clusters Score -9364699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -9364691.000000 Penalty: 5584.259766
	Iteration 47Q: 3 clusters Score -9364691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -9364683.000000 Penalty: 5584.259766
	Iteration 48Q: 3 clusters Score -9364683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -9364694.000000 Penalty: 5584.259766
	Iteration 49Q: 3 clusters Score -9364694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -9364707.000000 Penalty: 5584.259766
	Iteration 50Q: 3 clusters Score -9364707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -9364704.000000 Penalty: 5584.259766
	Iteration 51Q: 3 clusters Score -9364704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -9364704.000000 Penalty: 5584.259766
	Iteration 52F: 3 clusters Score -9364704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -551900.375000 Penalty: 2105.832275
	Iteration 0F: 2 clusters Score -551900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -547419.812500 Penalty: 4211.664551
	Iteration 0F: 3 clusters Score -547419.8 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -548514.625000 Penalty: 4211.664551
	Iteration 1F: 3 clusters Score -548514.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -548716.000000 Penalty: 4211.664551
	Iteration 2F: 3 clusters Score -548716 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -548830.187500 Penalty: 4211.664551
	Iteration 3Q: 3 clusters Score -548830.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -548933.812500 Penalty: 4211.664551
	Iteration 4Q: 3 clusters Score -548933.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -549025.000000 Penalty: 4211.664551
	Iteration 5Q: 3 clusters Score -549025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -549123.875000 Penalty: 4211.664551
	Iteration 6Q: 3 clusters Score -549123.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -549226.937500 Penalty: 4211.664551
	Iteration 7Q: 3 clusters Score -549226.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -549328.750000 Penalty: 4211.664551
	Iteration 8Q: 3 clusters Score -549328.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -549437.812500 Penalty: 4211.664551
	Iteration 9Q: 3 clusters Score -549437.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -549536.187500 Penalty: 4211.664551
	Iteration 10Q: 3 clusters Score -549536.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -549646.312500 Penalty: 4211.664551
	Iteration 11Q: 3 clusters Score -549646.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -549739.687500 Penalty: 4211.664551
	Iteration 12Q: 3 clusters Score -549739.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -549831.375000 Penalty: 4211.664551
	Iteration 13Q: 3 clusters Score -549831.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -549936.062500 Penalty: 4211.664551
	Iteration 14Q: 3 clusters Score -549936.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -550040.562500 Penalty: 4211.664551
	Iteration 15Q: 3 clusters Score -550040.6 nChanged 126
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: -550146.250000 Penalty: 4211.664551
	Iteration 16Q: 3 clusters Score -550146.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -550250.625000 Penalty: 4211.664551
	Iteration 17Q: 3 clusters Score -550250.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -550330.562500 Penalty: 4211.664551
	Iteration 18Q: 3 clusters Score -550330.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -550398.562500 Penalty: 4211.664551
	Iteration 19Q: 3 clusters Score -550398.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -550451.375000 Penalty: 4211.664551
	Iteration 20F: 3 clusters Score -550451.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -550490.250000 Penalty: 4211.664551
	Iteration 21Q: 3 clusters Score -550490.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -550520.500000 Penalty: 4211.664551
	Iteration 22Q: 3 clusters Score -550520.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -550556.687500 Penalty: 4211.664551
	Iteration 23Q: 3 clusters Score -550556.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -550586.062500 Penalty: 4211.664551
	Iteration 24Q: 3 clusters Score -550586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -550610.000000 Penalty: 4211.664551
	Iteration 25Q: 3 clusters Score -550610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -550632.500000 Penalty: 4211.664551
	Iteration 26Q: 3 clusters Score -550632.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -550652.937500 Penalty: 4211.664551
	Iteration 27Q: 3 clusters Score -550652.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -550673.000000 Penalty: 4211.664551
	Iteration 28Q: 3 clusters Score -550673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -550688.562500 Penalty: 4211.664551
	Iteration 29Q: 3 clusters Score -550688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -550703.750000 Penalty: 4211.664551
	Iteration 30Q: 3 clusters Score -550703.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -550717.625000 Penalty: 4211.664551
	Iteration 31Q: 3 clusters Score -550717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -550726.312500 Penalty: 4211.664551
	Iteration 32Q: 3 clusters Score -550726.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -550736.562500 Penalty: 4211.664551
	Iteration 33Q: 3 clusters Score -550736.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -550745.625000 Penalty: 4211.664551
	Iteration 34Q: 3 clusters Score -550745.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -550757.062500 Penalty: 4211.664551
	Iteration 35Q: 3 clusters Score -550757.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -550768.437500 Penalty: 4211.664551
	Iteration 36Q: 3 clusters Score -550768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -550778.250000 Penalty: 4211.664551
	Iteration 37Q: 3 clusters Score -550778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -550792.375000 Penalty: 4211.664551
	Iteration 38Q: 3 clusters Score -550792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -550802.500000 Penalty: 4211.664551
	Iteration 39Q: 3 clusters Score -550802.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -550813.375000 Penalty: 4211.664551
	Iteration 40F: 3 clusters Score -550813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -550828.312500 Penalty: 4211.664551
	Iteration 41Q: 3 clusters Score -550828.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -550842.500000 Penalty: 4211.664551
	Iteration 42Q: 3 clusters Score -550842.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -550856.625000 Penalty: 4211.664551
	Iteration 43Q: 3 clusters Score -550856.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -550867.250000 Penalty: 4211.664551
	Iteration 44Q: 3 clusters Score -550867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -550874.562500 Penalty: 4211.664551
	Iteration 45Q: 3 clusters Score -550874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -550879.937500 Penalty: 4211.664551
	Iteration 46Q: 3 clusters Score -550879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -550883.125000 Penalty: 4211.664551
	Iteration 47Q: 3 clusters Score -550883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -550887.125000 Penalty: 4211.664551
	Iteration 48Q: 3 clusters Score -550887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -550893.000000 Penalty: 4211.664551
	Iteration 49Q: 3 clusters Score -550893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -550896.562500 Penalty: 4211.664551
	Iteration 50Q: 3 clusters Score -550896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -550900.500000 Penalty: 4211.664551
	Iteration 51Q: 3 clusters Score -550900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -550901.312500 Penalty: 4211.664551
	Iteration 52Q: 3 clusters Score -550901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -550904.125000 Penalty: 4211.664551
	Iteration 53Q: 3 clusters Score -550904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -550906.062500 Penalty: 4211.664551
	Iteration 54Q: 3 clusters Score -550906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -550906.562500 Penalty: 4211.664551
	Iteration 55Q: 3 clusters Score -550906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -550906.562500 Penalty: 4211.664551
	Iteration 56F: 3 clusters Score -550906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -210025.140625 Penalty: 1885.023804
	Iteration 0F: 2 clusters Score -210025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207544.593750 Penalty: 3770.047607
	Iteration 0F: 3 clusters Score -207544.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -208104.812500 Penalty: 3770.047607
	Iteration 1F: 3 clusters Score -208104.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208358.640625 Penalty: 3770.047607
	Iteration 2F: 3 clusters Score -208358.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -208647.625000 Penalty: 3770.047607
	Iteration 3F: 3 clusters Score -208647.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -208933.812500 Penalty: 3770.047607
	Iteration 4F: 3 clusters Score -208933.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -209147.421875 Penalty: 3770.047607
	Iteration 5F: 3 clusters Score -209147.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -209269.625000 Penalty: 3770.047607
	Iteration 6Q: 3 clusters Score -209269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -209390.734375 Penalty: 3770.047607
	Iteration 7Q: 3 clusters Score -209390.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -209464.375000 Penalty: 3770.047607
	Iteration 8Q: 3 clusters Score -209464.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -209520.687500 Penalty: 3770.047607
	Iteration 9Q: 3 clusters Score -209520.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -209547.625000 Penalty: 3770.047607
	Iteration 10Q: 3 clusters Score -209547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -209559.828125 Penalty: 3770.047607
	Iteration 11Q: 3 clusters Score -209559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -209563.703125 Penalty: 3770.047607
	Iteration 12Q: 3 clusters Score -209563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -209564.687500 Penalty: 3770.047607
	Iteration 13Q: 3 clusters Score -209564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -209565.390625 Penalty: 3770.047607
	Iteration 14Q: 3 clusters Score -209565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -209566.546875 Penalty: 3770.047607
	Iteration 15Q: 3 clusters Score -209566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -209567.843750 Penalty: 3770.047607
	Iteration 16Q: 3 clusters Score -209567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -209569.125000 Penalty: 3770.047607
	Iteration 17Q: 3 clusters Score -209569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -209570.171875 Penalty: 3770.047607
	Iteration 18Q: 3 clusters Score -209570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -209570.171875 Penalty: 3770.047607
	Iteration 19F: 3 clusters Score -209570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Entering Unmasked Estep 
Score: -1804652.250000 Penalty: 2387.465332
	Iteration 0F: 2 clusters Score -1804652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1793793.125000 Penalty: 4774.930664
	Iteration 0F: 3 clusters Score -1793793 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1797200.125000 Penalty: 4774.930664
	Iteration 1F: 3 clusters Score -1797200 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1797653.000000 Penalty: 4774.930664
	Iteration 2F: 3 clusters Score -1797653 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1798127.750000 Penalty: 4774.930664
	Iteration 3F: 3 clusters Score -1798128 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1798728.625000 Penalty: 4774.930664
	Iteration 4F: 3 clusters Score -1798729 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1799457.625000 Penalty: 4774.930664
	Iteration 5F: 3 clusters Score -1799458 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1800227.250000 Penalty: 4774.930664
	Iteration 6F: 3 clusters Score -1800227 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1800950.125000 Penalty: 4774.930664
	Iteration 7F: 3 clusters Score -1800950 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1801509.625000 Penalty: 4774.930664
	Iteration 8F: 3 clusters Score -1801510 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1801844.250000 Penalty: 4774.930664
	Iteration 9Q: 3 clusters Score -1801844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1802052.750000 Penalty: 4774.930664
	Iteration 10Q: 3 clusters Score -1802053 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1802208.750000 Penalty: 4774.930664
	Iteration 11Q: 3 clusters Score -1802209 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1802315.375000 Penalty: 4774.930664
	Iteration 12Q: 3 clusters Score -1802315 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1802378.500000 Penalty: 4774.930664
	Iteration 13Q: 3 clusters Score -1802378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1802434.625000 Penalty: 4774.930664
	Iteration 14Q: 3 clusters Score -1802435 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1802480.625000 Penalty: 4774.930664
	Iteration 15Q: 3 clusters Score -1802481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1802524.875000 Penalty: 4774.930664
	Iteration 16Q: 3 clusters Score -1802525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1802563.625000 Penalty: 4774.930664
	Iteration 17Q: 3 clusters Score -1802564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1802595.500000 Penalty: 4774.930664
	Iteration 18Q: 3 clusters Score -1802596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1802624.500000 Penalty: 4774.930664
	Iteration 19Q: 3 clusters Score -1802624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1802650.500000 Penalty: 4774.930664
	Iteration 20F: 3 clusters Score -1802650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1802674.000000 Penalty: 4774.930664
	Iteration 21Q: 3 clusters Score -1802674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1802686.375000 Penalty: 4774.930664
	Iteration 22Q: 3 clusters Score -1802686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1802709.250000 Penalty: 4774.930664
	Iteration 23Q: 3 clusters Score -1802709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1802728.625000 Penalty: 4774.930664
	Iteration 24Q: 3 clusters Score -1802729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1802738.500000 Penalty: 4774.930664
	Iteration 25Q: 3 clusters Score -1802738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1802754.125000 Penalty: 4774.930664
	Iteration 26Q: 3 clusters Score -1802754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1802768.625000 Penalty: 4774.930664
	Iteration 27Q: 3 clusters Score -1802769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1802777.625000 Penalty: 4774.930664
	Iteration 28Q: 3 clusters Score -1802778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1802787.000000 Penalty: 4774.930664
	Iteration 29Q: 3 clusters Score -1802787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1802794.875000 Penalty: 4774.930664
	Iteration 30Q: 3 clusters Score -1802795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1802796.000000 Penalty: 4774.930664
	Iteration 31Q: 3 clusters Score -1802796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1802804.625000 Penalty: 4774.930664
	Iteration 32Q: 3 clusters Score -1802805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1802805.375000 Penalty: 4774.930664
	Iteration 33Q: 3 clusters Score -1802805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1802813.250000 Penalty: 4774.930664
	Iteration 34Q: 3 clusters Score -1802813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1802817.125000 Penalty: 4774.930664
	Iteration 35Q: 3 clusters Score -1802817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1802820.750000 Penalty: 4774.930664
	Iteration 36Q: 3 clusters Score -1802821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1802822.250000 Penalty: 4774.930664
	Iteration 37Q: 3 clusters Score -1802822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1802823.125000 Penalty: 4774.930664
	Iteration 38Q: 3 clusters Score -1802823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1802823.250000 Penalty: 4774.930664
	Iteration 39Q: 3 clusters Score -1802823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1802822.375000 Penalty: 4774.930664
	Iteration 40F: 3 clusters Score -1802822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1802826.750000 Penalty: 4774.930664
	Iteration 41Q: 3 clusters Score -1802827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1802826.625000 Penalty: 4774.930664
	Iteration 42Q: 3 clusters Score -1802827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1802830.625000 Penalty: 4774.930664
	Iteration 43Q: 3 clusters Score -1802831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1802830.125000 Penalty: 4774.930664
	Iteration 44Q: 3 clusters Score -1802830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1802829.250000 Penalty: 4774.930664
	Iteration 45Q: 3 clusters Score -1802829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1802835.875000 Penalty: 4774.930664
	Iteration 46Q: 3 clusters Score -1802836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1802843.875000 Penalty: 4774.930664
	Iteration 47Q: 3 clusters Score -1802844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1802842.625000 Penalty: 4774.930664
	Iteration 48Q: 3 clusters Score -1802843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1802843.875000 Penalty: 4774.930664
	Iteration 49Q: 3 clusters Score -1802844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1802842.125000 Penalty: 4774.930664
	Iteration 50Q: 3 clusters Score -1802842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1802843.125000 Penalty: 4774.930664
	Iteration 51Q: 3 clusters Score -1802843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1802843.125000 Penalty: 4774.930664
	Iteration 52F: 3 clusters Score -1802843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Entering Unmasked Estep 
Score: -1459364.875000 Penalty: 2331.499756
	Iteration 0F: 2 clusters Score -1459365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1450360.500000 Penalty: 4662.999512
	Iteration 0F: 3 clusters Score -1450360 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1453174.125000 Penalty: 4662.999512
	Iteration 1F: 3 clusters Score -1453174 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1453518.750000 Penalty: 4662.999512
	Iteration 2F: 3 clusters Score -1453519 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1453794.250000 Penalty: 4662.999512
	Iteration 3F: 3 clusters Score -1453794 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1454000.875000 Penalty: 4662.999512
	Iteration 4Q: 3 clusters Score -1454001 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1454233.250000 Penalty: 4662.999512
	Iteration 5Q: 3 clusters Score -1454233 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1454475.750000 Penalty: 4662.999512
	Iteration 6Q: 3 clusters Score -1454476 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1454739.250000 Penalty: 4662.999512
	Iteration 7Q: 3 clusters Score -1454739 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1455072.875000 Penalty: 4662.999512
	Iteration 8Q: 3 clusters Score -1455073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1455398.250000 Penalty: 4662.999512
	Iteration 9Q: 3 clusters Score -1455398 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1455708.125000 Penalty: 4662.999512
	Iteration 10Q: 3 clusters Score -1455708 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1456008.000000 Penalty: 4662.999512
	Iteration 11Q: 3 clusters Score -1456008 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1456285.500000 Penalty: 4662.999512
	Iteration 12Q: 3 clusters Score -1456286 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1456513.000000 Penalty: 4662.999512
	Iteration 13Q: 3 clusters Score -1456513 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1456693.875000 Penalty: 4662.999512
	Iteration 14Q: 3 clusters Score -1456694 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1456832.375000 Penalty: 4662.999512
	Iteration 15Q: 3 clusters Score -1456832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1456927.625000 Penalty: 4662.999512
	Iteration 16Q: 3 clusters Score -1456928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1456988.125000 Penalty: 4662.999512
	Iteration 17Q: 3 clusters Score -1456988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1457026.625000 Penalty: 4662.999512
	Iteration 18Q: 3 clusters Score -1457027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1457055.250000 Penalty: 4662.999512
	Iteration 19Q: 3 clusters Score -1457055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1457079.375000 Penalty: 4662.999512
	Iteration 20F: 3 clusters Score -1457079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1457088.625000 Penalty: 4662.999512
	Iteration 21Q: 3 clusters Score -1457089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1457096.750000 Penalty: 4662.999512
	Iteration 22Q: 3 clusters Score -1457097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1457105.250000 Penalty: 4662.999512
	Iteration 23Q: 3 clusters Score -1457105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1457112.625000 Penalty: 4662.999512
	Iteration 24Q: 3 clusters Score -1457113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1457120.750000 Penalty: 4662.999512
	Iteration 25Q: 3 clusters Score -1457121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1457130.750000 Penalty: 4662.999512
	Iteration 26Q: 3 clusters Score -1457131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1457134.000000 Penalty: 4662.999512
	Iteration 27Q: 3 clusters Score -1457134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1457139.500000 Penalty: 4662.999512
	Iteration 28Q: 3 clusters Score -1457140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1457148.625000 Penalty: 4662.999512
	Iteration 29Q: 3 clusters Score -1457149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1457152.000000 Penalty: 4662.999512
	Iteration 30Q: 3 clusters Score -1457152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1457162.500000 Penalty: 4662.999512
	Iteration 31Q: 3 clusters Score -1457162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1457172.625000 Penalty: 4662.999512
	Iteration 32Q: 3 clusters Score -1457173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1457176.750000 Penalty: 4662.999512
	Iteration 33Q: 3 clusters Score -1457177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1457181.750000 Penalty: 4662.999512
	Iteration 34Q: 3 clusters Score -1457182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1457183.000000 Penalty: 4662.999512
	Iteration 35Q: 3 clusters Score -1457183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1457186.750000 Penalty: 4662.999512
	Iteration 36Q: 3 clusters Score -1457187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1457191.625000 Penalty: 4662.999512
	Iteration 37Q: 3 clusters Score -1457192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1457192.750000 Penalty: 4662.999512
	Iteration 38Q: 3 clusters Score -1457193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1457197.750000 Penalty: 4662.999512
	Iteration 39Q: 3 clusters Score -1457198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1457201.625000 Penalty: 4662.999512
	Iteration 40F: 3 clusters Score -1457202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1457208.375000 Penalty: 4662.999512
	Iteration 41Q: 3 clusters Score -1457208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1457213.750000 Penalty: 4662.999512
	Iteration 42Q: 3 clusters Score -1457214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1457218.625000 Penalty: 4662.999512
	Iteration 43Q: 3 clusters Score -1457219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1457226.125000 Penalty: 4662.999512
	Iteration 44Q: 3 clusters Score -1457226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1457231.125000 Penalty: 4662.999512
	Iteration 45Q: 3 clusters Score -1457231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1457232.125000 Penalty: 4662.999512
	Iteration 46Q: 3 clusters Score -1457232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1457233.125000 Penalty: 4662.999512
	Iteration 47Q: 3 clusters Score -1457233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1457236.500000 Penalty: 4662.999512
	Iteration 48Q: 3 clusters Score -1457236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1457238.250000 Penalty: 4662.999512
	Iteration 49Q: 3 clusters Score -1457238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1457239.750000 Penalty: 4662.999512
	Iteration 50Q: 3 clusters Score -1457240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1457239.750000 Penalty: 4662.999512
	Iteration 51F: 3 clusters Score -1457240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Entering Unmasked Estep 
Score: -1748888.500000 Penalty: 2394.335205
	Iteration 0F: 2 clusters Score -1748888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1737742.875000 Penalty: 4788.670410
	Iteration 0F: 3 clusters Score -1737743 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1741648.000000 Penalty: 4788.670410
	Iteration 1F: 3 clusters Score -1741648 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1742309.250000 Penalty: 4788.670410
	Iteration 2F: 3 clusters Score -1742309 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1742878.625000 Penalty: 4788.670410
	Iteration 3F: 3 clusters Score -1742879 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1743374.250000 Penalty: 4788.670410
	Iteration 4F: 3 clusters Score -1743374 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1743802.625000 Penalty: 4788.670410
	Iteration 5Q: 3 clusters Score -1743803 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1744173.875000 Penalty: 4788.670410
	Iteration 6Q: 3 clusters Score -1744174 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1744537.750000 Penalty: 4788.670410
	Iteration 7Q: 3 clusters Score -1744538 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1744946.625000 Penalty: 4788.670410
	Iteration 8Q: 3 clusters Score -1744947 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1745348.875000 Penalty: 4788.670410
	Iteration 9Q: 3 clusters Score -1745349 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1745712.625000 Penalty: 4788.670410
	Iteration 10Q: 3 clusters Score -1745713 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1745990.375000 Penalty: 4788.670410
	Iteration 11Q: 3 clusters Score -1745990 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1746234.500000 Penalty: 4788.670410
	Iteration 12Q: 3 clusters Score -1746234 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1746413.125000 Penalty: 4788.670410
	Iteration 13Q: 3 clusters Score -1746413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1746548.125000 Penalty: 4788.670410
	Iteration 14Q: 3 clusters Score -1746548 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1746653.750000 Penalty: 4788.670410
	Iteration 15Q: 3 clusters Score -1746654 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1746714.875000 Penalty: 4788.670410
	Iteration 16Q: 3 clusters Score -1746715 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1746752.250000 Penalty: 4788.670410
	Iteration 17Q: 3 clusters Score -1746752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1746799.750000 Penalty: 4788.670410
	Iteration 18Q: 3 clusters Score -1746800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1746828.750000 Penalty: 4788.670410
	Iteration 19Q: 3 clusters Score -1746829 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1746854.625000 Penalty: 4788.670410
	Iteration 20F: 3 clusters Score -1746855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1746871.875000 Penalty: 4788.670410
	Iteration 21Q: 3 clusters Score -1746872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1746887.625000 Penalty: 4788.670410
	Iteration 22Q: 3 clusters Score -1746888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1746898.750000 Penalty: 4788.670410
	Iteration 23Q: 3 clusters Score -1746899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1746913.375000 Penalty: 4788.670410
	Iteration 24Q: 3 clusters Score -1746913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1746919.125000 Penalty: 4788.670410
	Iteration 25Q: 3 clusters Score -1746919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1746926.125000 Penalty: 4788.670410
	Iteration 26Q: 3 clusters Score -1746926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1746951.125000 Penalty: 4788.670410
	Iteration 27Q: 3 clusters Score -1746951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1746958.875000 Penalty: 4788.670410
	Iteration 28Q: 3 clusters Score -1746959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1746972.375000 Penalty: 4788.670410
	Iteration 29Q: 3 clusters Score -1746972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1746976.750000 Penalty: 4788.670410
	Iteration 30Q: 3 clusters Score -1746977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1746987.250000 Penalty: 4788.670410
	Iteration 31Q: 3 clusters Score -1746987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1746990.000000 Penalty: 4788.670410
	Iteration 32Q: 3 clusters Score -1746990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1746989.500000 Penalty: 4788.670410
	Iteration 33Q: 3 clusters Score -1746990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1747002.250000 Penalty: 4788.670410
	Iteration 34Q: 3 clusters Score -1747002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1747007.250000 Penalty: 4788.670410
	Iteration 35Q: 3 clusters Score -1747007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1747012.875000 Penalty: 4788.670410
	Iteration 36Q: 3 clusters Score -1747013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1747019.875000 Penalty: 4788.670410
	Iteration 37Q: 3 clusters Score -1747020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1747027.875000 Penalty: 4788.670410
	Iteration 38Q: 3 clusters Score -1747028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1747028.875000 Penalty: 4788.670410
	Iteration 39Q: 3 clusters Score -1747029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1747032.375000 Penalty: 4788.670410
	Iteration 40F: 3 clusters Score -1747032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1747048.250000 Penalty: 4788.670410
	Iteration 41Q: 3 clusters Score -1747048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1747053.625000 Penalty: 4788.670410
	Iteration 42Q: 3 clusters Score -1747054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1747066.375000 Penalty: 4788.670410
	Iteration 43Q: 3 clusters Score -1747066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1747086.875000 Penalty: 4788.670410
	Iteration 44Q: 3 clusters Score -1747087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1747099.125000 Penalty: 4788.670410
	Iteration 45Q: 3 clusters Score -1747099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1747111.250000 Penalty: 4788.670410
	Iteration 46Q: 3 clusters Score -1747111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1747129.125000 Penalty: 4788.670410
	Iteration 47Q: 3 clusters Score -1747129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1747138.000000 Penalty: 4788.670410
	Iteration 48Q: 3 clusters Score -1747138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1747151.000000 Penalty: 4788.670410
	Iteration 49Q: 3 clusters Score -1747151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1747162.500000 Penalty: 4788.670410
	Iteration 50Q: 3 clusters Score -1747162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1747169.875000 Penalty: 4788.670410
	Iteration 51Q: 3 clusters Score -1747170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1747187.125000 Penalty: 4788.670410
	Iteration 52Q: 3 clusters Score -1747187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1747184.250000 Penalty: 4788.670410
	Iteration 53Q: 3 clusters Score -1747184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1747178.500000 Penalty: 4788.670410
	Iteration 54Q: 3 clusters Score -1747178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1747185.500000 Penalty: 4788.670410
	Iteration 55Q: 3 clusters Score -1747186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1747192.250000 Penalty: 4788.670410
	Iteration 56Q: 3 clusters Score -1747192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1747191.500000 Penalty: 4788.670410
	Iteration 57Q: 3 clusters Score -1747192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1747191.625000 Penalty: 4788.670410
	Iteration 58Q: 3 clusters Score -1747192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1747193.250000 Penalty: 4788.670410
	Iteration 59Q: 3 clusters Score -1747193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1747194.000000 Penalty: 4788.670410
	Iteration 60F: 3 clusters Score -1747194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1747200.375000 Penalty: 4788.670410
	Iteration 61Q: 3 clusters Score -1747200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1747198.750000 Penalty: 4788.670410
	Iteration 62Q: 3 clusters Score -1747199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1747199.875000 Penalty: 4788.670410
	Iteration 63Q: 3 clusters Score -1747200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1747204.875000 Penalty: 4788.670410
	Iteration 64Q: 3 clusters Score -1747205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1747201.500000 Penalty: 4788.670410
	Iteration 65Q: 3 clusters Score -1747202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1747204.500000 Penalty: 4788.670410
	Iteration 66Q: 3 clusters Score -1747204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1747202.125000 Penalty: 4788.670410
	Iteration 67Q: 3 clusters Score -1747202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1747205.250000 Penalty: 4788.670410
	Iteration 68Q: 3 clusters Score -1747205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1747205.875000 Penalty: 4788.670410
	Iteration 69Q: 3 clusters Score -1747206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1747204.500000 Penalty: 4788.670410
	Iteration 70Q: 3 clusters Score -1747204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1747205.500000 Penalty: 4788.670410
	Iteration 71Q: 3 clusters Score -1747206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1747205.500000 Penalty: 4788.670410
	Iteration 72F: 3 clusters Score -1747206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -201725.156250 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -201725.2 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 899 members 
Entering Unmasked Estep 
Score: -199287.984375 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -199288 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -199675.031250 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -199675 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -199799.171875 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -199799.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199880.765625 Penalty: 3706.642334
	Iteration 3Q: 3 clusters Score -199880.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199927.296875 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -199927.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199955.125000 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -199955.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199979.593750 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -199979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199997.500000 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -199997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200011.453125 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -200011.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -200026.812500 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -200026.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200039.187500 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -200039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -200046.203125 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -200046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -200054.453125 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -200054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200060.046875 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -200060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200069.718750 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -200069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -200074.265625 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -200074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200079.718750 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -200079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200080.562500 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -200080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200081.250000 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -200081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200081.750000 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -200081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200081.750000 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -200081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -288844.531250 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -288844.5 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 1290 members 
Entering Unmasked Estep 
Score: -285879.125000 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -285879.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -286457.781250 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -286457.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286600.906250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -286600.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -286695.218750 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -286695.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286763.937500 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -286763.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286821.625000 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -286821.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286859.281250 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -286859.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286888.187500 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -286888.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -286914.625000 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -286914.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -286934.843750 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -286934.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286947.062500 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -286947.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286958.968750 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -286959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -286966.125000 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -286966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286975.562500 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -286975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -286983.843750 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -286983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -286987.062500 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -286987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -286989.250000 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -286989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -286991.531250 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -286991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -286992.906250 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -286992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -286994.687500 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -286994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -286995.656250 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -286995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -286996.656250 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -286996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -286997.125000 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -286997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -286999.343750 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -286999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287003.375000 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -287003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287006.312500 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -287006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287012.781250 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -287012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -287019.312500 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -287019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -287029.062500 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -287029.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287040.062500 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -287040.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287055.500000 Penalty: 3894.616943
	Iteration 30Q: 3 clusters Score -287055.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287068.250000 Penalty: 3894.616943
	Iteration 31Q: 3 clusters Score -287068.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287078.187500 Penalty: 3894.616943
	Iteration 32Q: 3 clusters Score -287078.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -287088.656250 Penalty: 3894.616943
	Iteration 33Q: 3 clusters Score -287088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -287099.312500 Penalty: 3894.616943
	Iteration 34Q: 3 clusters Score -287099.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -287115.500000 Penalty: 3894.616943
	Iteration 35Q: 3 clusters Score -287115.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -287138.781250 Penalty: 3894.616943
	Iteration 36Q: 3 clusters Score -287138.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287164.625000 Penalty: 3894.616943
	Iteration 37Q: 3 clusters Score -287164.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287183.125000 Penalty: 3894.616943
	Iteration 38Q: 3 clusters Score -287183.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -287206.968750 Penalty: 3894.616943
	Iteration 39Q: 3 clusters Score -287207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -287244.218750 Penalty: 3894.616943
	Iteration 40F: 3 clusters Score -287244.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287288.562500 Penalty: 3894.616943
	Iteration 41Q: 3 clusters Score -287288.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287327.468750 Penalty: 3894.616943
	Iteration 42Q: 3 clusters Score -287327.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287364.625000 Penalty: 3894.616943
	Iteration 43Q: 3 clusters Score -287364.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -287412.718750 Penalty: 3894.616943
	Iteration 44Q: 3 clusters Score -287412.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -287472.531250 Penalty: 3894.616943
	Iteration 45Q: 3 clusters Score -287472.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -287506.593750 Penalty: 3894.616943
	Iteration 46Q: 3 clusters Score -287506.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -287536.031250 Penalty: 3894.616943
	Iteration 47Q: 3 clusters Score -287536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -287555.781250 Penalty: 3894.616943
	Iteration 48Q: 3 clusters Score -287555.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -287571.312500 Penalty: 3894.616943
	Iteration 49Q: 3 clusters Score -287571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -287575.937500 Penalty: 3894.616943
	Iteration 50Q: 3 clusters Score -287575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -287580.093750 Penalty: 3894.616943
	Iteration 51Q: 3 clusters Score -287580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -287582.656250 Penalty: 3894.616943
	Iteration 52Q: 3 clusters Score -287582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -287587.968750 Penalty: 3894.616943
	Iteration 53Q: 3 clusters Score -287588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -287595.062500 Penalty: 3894.616943
	Iteration 54Q: 3 clusters Score -287595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -287601.093750 Penalty: 3894.616943
	Iteration 55Q: 3 clusters Score -287601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -287608.937500 Penalty: 3894.616943
	Iteration 56Q: 3 clusters Score -287608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -287612.781250 Penalty: 3894.616943
	Iteration 57Q: 3 clusters Score -287612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -287617.343750 Penalty: 3894.616943
	Iteration 58Q: 3 clusters Score -287617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -287622.500000 Penalty: 3894.616943
	Iteration 59Q: 3 clusters Score -287622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -287624.250000 Penalty: 3894.616943
	Iteration 60F: 3 clusters Score -287624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -287625.187500 Penalty: 3894.616943
	Iteration 61Q: 3 clusters Score -287625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -287626.437500 Penalty: 3894.616943
	Iteration 62Q: 3 clusters Score -287626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -287626.437500 Penalty: 3894.616943
	Iteration 63F: 3 clusters Score -287626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Entering Unmasked Estep 
Score: -498690.343750 Penalty: 2076.641113
	Iteration 0F: 2 clusters Score -498690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -494584.156250 Penalty: 4153.282227
	Iteration 0F: 3 clusters Score -494584.2 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -495600.531250 Penalty: 4153.282227
	Iteration 1F: 3 clusters Score -495600.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -495872.343750 Penalty: 4153.282227
	Iteration 2F: 3 clusters Score -495872.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -496032.000000 Penalty: 4153.282227
	Iteration 3F: 3 clusters Score -496032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -496198.312500 Penalty: 4153.282227
	Iteration 4Q: 3 clusters Score -496198.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496379.875000 Penalty: 4153.282227
	Iteration 5Q: 3 clusters Score -496379.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -496605.187500 Penalty: 4153.282227
	Iteration 6Q: 3 clusters Score -496605.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -496923.687500 Penalty: 4153.282227
	Iteration 7F: 3 clusters Score -496923.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -497289.906250 Penalty: 4153.282227
	Iteration 8F: 3 clusters Score -497289.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -497672.125000 Penalty: 4153.282227
	Iteration 9F: 3 clusters Score -497672.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -497948.500000 Penalty: 4153.282227
	Iteration 10Q: 3 clusters Score -497948.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -498104.906250 Penalty: 4153.282227
	Iteration 11Q: 3 clusters Score -498104.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -498189.687500 Penalty: 4153.282227
	Iteration 12Q: 3 clusters Score -498189.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -498249.843750 Penalty: 4153.282227
	Iteration 13Q: 3 clusters Score -498249.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -498282.718750 Penalty: 4153.282227
	Iteration 14Q: 3 clusters Score -498282.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -498302.125000 Penalty: 4153.282227
	Iteration 15Q: 3 clusters Score -498302.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -498323.968750 Penalty: 4153.282227
	Iteration 16Q: 3 clusters Score -498324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -498356.531250 Penalty: 4153.282227
	Iteration 17Q: 3 clusters Score -498356.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -498407.125000 Penalty: 4153.282227
	Iteration 18Q: 3 clusters Score -498407.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -498464.875000 Penalty: 4153.282227
	Iteration 19Q: 3 clusters Score -498464.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -498504.125000 Penalty: 4153.282227
	Iteration 20F: 3 clusters Score -498504.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -498526.562500 Penalty: 4153.282227
	Iteration 21Q: 3 clusters Score -498526.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -498545.062500 Penalty: 4153.282227
	Iteration 22Q: 3 clusters Score -498545.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -498555.125000 Penalty: 4153.282227
	Iteration 23Q: 3 clusters Score -498555.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -498566.156250 Penalty: 4153.282227
	Iteration 24Q: 3 clusters Score -498566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -498574.687500 Penalty: 4153.282227
	Iteration 25Q: 3 clusters Score -498574.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -498582.062500 Penalty: 4153.282227
	Iteration 26Q: 3 clusters Score -498582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -498586.625000 Penalty: 4153.282227
	Iteration 27Q: 3 clusters Score -498586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -498592.875000 Penalty: 4153.282227
	Iteration 28Q: 3 clusters Score -498592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -498599.906250 Penalty: 4153.282227
	Iteration 29Q: 3 clusters Score -498599.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -498609.812500 Penalty: 4153.282227
	Iteration 30Q: 3 clusters Score -498609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -498620.562500 Penalty: 4153.282227
	Iteration 31Q: 3 clusters Score -498620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -498632.375000 Penalty: 4153.282227
	Iteration 32Q: 3 clusters Score -498632.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -498643.093750 Penalty: 4153.282227
	Iteration 33Q: 3 clusters Score -498643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -498655.593750 Penalty: 4153.282227
	Iteration 34Q: 3 clusters Score -498655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -498664.593750 Penalty: 4153.282227
	Iteration 35Q: 3 clusters Score -498664.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -498671.375000 Penalty: 4153.282227
	Iteration 36Q: 3 clusters Score -498671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -498676.343750 Penalty: 4153.282227
	Iteration 37Q: 3 clusters Score -498676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -498681.375000 Penalty: 4153.282227
	Iteration 38Q: 3 clusters Score -498681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -498685.031250 Penalty: 4153.282227
	Iteration 39Q: 3 clusters Score -498685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -498687.093750 Penalty: 4153.282227
	Iteration 40F: 3 clusters Score -498687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -498688.343750 Penalty: 4153.282227
	Iteration 41Q: 3 clusters Score -498688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -498688.875000 Penalty: 4153.282227
	Iteration 42Q: 3 clusters Score -498688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -498689.375000 Penalty: 4153.282227
	Iteration 43Q: 3 clusters Score -498689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -498691.843750 Penalty: 4153.282227
	Iteration 44Q: 3 clusters Score -498691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -498692.187500 Penalty: 4153.282227
	Iteration 45Q: 3 clusters Score -498692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -498693.375000 Penalty: 4153.282227
	Iteration 46Q: 3 clusters Score -498693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -498693.812500 Penalty: 4153.282227
	Iteration 47Q: 3 clusters Score -498693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -498693.218750 Penalty: 4153.282227
	Iteration 48Q: 3 clusters Score -498693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -498693.218750 Penalty: 4153.282227
	Iteration 49F: 3 clusters Score -498693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 1744 members 
Entering Unmasked Estep 
Score: -45027604.000000 Penalty: 95840.296875
Splitting cluster 20 changes total score from -45028456.000000 to -45027604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -436728.750000 Penalty: 2081.741943
	Iteration 0F: 2 clusters Score -436728.8 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 2261 members 
Entering Unmasked Estep 
Score: -432671.250000 Penalty: 4163.483887
	Iteration 0F: 3 clusters Score -432671.2 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -433997.000000 Penalty: 4163.483887
	Iteration 1F: 3 clusters Score -433997 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -434538.031250 Penalty: 4163.483887
	Iteration 2F: 3 clusters Score -434538 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -434965.750000 Penalty: 4163.483887
	Iteration 3F: 3 clusters Score -434965.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -435356.125000 Penalty: 4163.483887
	Iteration 4F: 3 clusters Score -435356.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -435663.906250 Penalty: 4163.483887
	Iteration 5F: 3 clusters Score -435663.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -435899.531250 Penalty: 4163.483887
	Iteration 6Q: 3 clusters Score -435899.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -436053.687500 Penalty: 4163.483887
	Iteration 7Q: 3 clusters Score -436053.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -436156.812500 Penalty: 4163.483887
	Iteration 8Q: 3 clusters Score -436156.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -436263.218750 Penalty: 4163.483887
	Iteration 9Q: 3 clusters Score -436263.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -436356.281250 Penalty: 4163.483887
	Iteration 10Q: 3 clusters Score -436356.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436418.593750 Penalty: 4163.483887
	Iteration 11Q: 3 clusters Score -436418.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -436469.437500 Penalty: 4163.483887
	Iteration 12Q: 3 clusters Score -436469.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -436502.656250 Penalty: 4163.483887
	Iteration 13Q: 3 clusters Score -436502.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -436539.937500 Penalty: 4163.483887
	Iteration 14Q: 3 clusters Score -436539.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -436566.781250 Penalty: 4163.483887
	Iteration 15Q: 3 clusters Score -436566.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -436596.625000 Penalty: 4163.483887
	Iteration 16Q: 3 clusters Score -436596.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -436618.625000 Penalty: 4163.483887
	Iteration 17Q: 3 clusters Score -436618.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -436635.187500 Penalty: 4163.483887
	Iteration 18Q: 3 clusters Score -436635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -436643.781250 Penalty: 4163.483887
	Iteration 19Q: 3 clusters Score -436643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -436647.218750 Penalty: 4163.483887
	Iteration 20F: 3 clusters Score -436647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -436652.968750 Penalty: 4163.483887
	Iteration 21Q: 3 clusters Score -436653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -436654.656250 Penalty: 4163.483887
	Iteration 22Q: 3 clusters Score -436654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -436660.562500 Penalty: 4163.483887
	Iteration 23Q: 3 clusters Score -436660.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -436665.531250 Penalty: 4163.483887
	Iteration 24Q: 3 clusters Score -436665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -436668.562500 Penalty: 4163.483887
	Iteration 25Q: 3 clusters Score -436668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -436670.156250 Penalty: 4163.483887
	Iteration 26Q: 3 clusters Score -436670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -436670.406250 Penalty: 4163.483887
	Iteration 27Q: 3 clusters Score -436670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -436672.281250 Penalty: 4163.483887
	Iteration 28Q: 3 clusters Score -436672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -436673.062500 Penalty: 4163.483887
	Iteration 29Q: 3 clusters Score -436673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -436674.312500 Penalty: 4163.483887
	Iteration 30Q: 3 clusters Score -436674.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -436675.593750 Penalty: 4163.483887
	Iteration 31Q: 3 clusters Score -436675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -436677.937500 Penalty: 4163.483887
	Iteration 32Q: 3 clusters Score -436677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -436677.937500 Penalty: 4163.483887
	Iteration 33Q: 3 clusters Score -436677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -436677.937500 Penalty: 4163.483887
	Iteration 34F: 3 clusters Score -436677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -808671.250000 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -808671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -802801.687500 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -802801.7 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -804827.125000 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -804827.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -805624.187500 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -805624.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -806497.875000 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -806497.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -807437.125000 Penalty: 4413.317871
	Iteration 4F: 3 clusters Score -807437.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -808138.500000 Penalty: 4413.317871
	Iteration 5F: 3 clusters Score -808138.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -808560.562500 Penalty: 4413.317871
	Iteration 6Q: 3 clusters Score -808560.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -808836.000000 Penalty: 4413.317871
	Iteration 7Q: 3 clusters Score -808836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -809055.937500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -809055.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -809227.312500 Penalty: 4413.317871
	Iteration 9Q: 3 clusters Score -809227.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -809311.062500 Penalty: 4413.317871
	Iteration 10Q: 3 clusters Score -809311.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -809342.500000 Penalty: 4413.317871
	Iteration 11Q: 3 clusters Score -809342.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -809360.187500 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -809360.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -809365.000000 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -809365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -809374.125000 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -809374.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -809378.125000 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -809378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -809379.937500 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -809379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -809381.375000 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -809381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -809382.562500 Penalty: 4413.317871
	Iteration 18Q: 3 clusters Score -809382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -809382.937500 Penalty: 4413.317871
	Iteration 19Q: 3 clusters Score -809382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -809380.937500 Penalty: 4413.317871
	Iteration 20F: 3 clusters Score -809380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -809380.875000 Penalty: 4413.317871
	Iteration 21Q: 3 clusters Score -809380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -809382.437500 Penalty: 4413.317871
	Iteration 22Q: 3 clusters Score -809382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -809381.500000 Penalty: 4413.317871
	Iteration 23Q: 3 clusters Score -809381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -809381.500000 Penalty: 4413.317871
	Iteration 24F: 3 clusters Score -809381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 4400 members 
Entering Unmasked Estep 
Score: -45028352.000000 Penalty: 95840.296875
Splitting cluster 22 changes total score from -45028456.000000 to -45028352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1016419.875000 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1016420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1009363.375000 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1009363 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1011467.625000 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1011468 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1011826.125000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1011826 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1012116.500000 Penalty: 4515.021484
	Iteration 3F: 3 clusters Score -1012116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1012374.312500 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -1012374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1012596.312500 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -1012596 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1012779.625000 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1012780 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1012974.625000 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1012975 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1013193.437500 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1013193 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1013389.687500 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -1013390 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1013551.937500 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -1013552 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1013668.375000 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1013668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1013763.562500 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1013764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1013853.125000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1013853 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1013935.312500 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1013935 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1013993.187500 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1013993 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1014036.125000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1014036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1014078.875000 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1014079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1014115.750000 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1014116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1014160.875000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1014161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1014188.375000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1014188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1014215.437500 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1014215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1014236.750000 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1014237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1014265.125000 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1014265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1014287.437500 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1014287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1014299.625000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1014300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1014311.062500 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1014311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1014321.000000 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -1014321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1014325.500000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -1014326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1014332.875000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -1014333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1014335.937500 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -1014336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1014343.125000 Penalty: 4515.021484
	Iteration 31Q: 3 clusters Score -1014343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1014344.500000 Penalty: 4515.021484
	Iteration 32Q: 3 clusters Score -1014344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1014350.187500 Penalty: 4515.021484
	Iteration 33Q: 3 clusters Score -1014350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1014354.937500 Penalty: 4515.021484
	Iteration 34Q: 3 clusters Score -1014355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1014362.000000 Penalty: 4515.021484
	Iteration 35Q: 3 clusters Score -1014362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1014366.000000 Penalty: 4515.021484
	Iteration 36Q: 3 clusters Score -1014366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1014375.000000 Penalty: 4515.021484
	Iteration 37Q: 3 clusters Score -1014375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1014384.437500 Penalty: 4515.021484
	Iteration 38Q: 3 clusters Score -1014384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1014396.875000 Penalty: 4515.021484
	Iteration 39Q: 3 clusters Score -1014397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1014405.250000 Penalty: 4515.021484
	Iteration 40F: 3 clusters Score -1014405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1014415.937500 Penalty: 4515.021484
	Iteration 41Q: 3 clusters Score -1014416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1014428.062500 Penalty: 4515.021484
	Iteration 42Q: 3 clusters Score -1014428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1014435.062500 Penalty: 4515.021484
	Iteration 43Q: 3 clusters Score -1014435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1014440.750000 Penalty: 4515.021484
	Iteration 44Q: 3 clusters Score -1014441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1014441.062500 Penalty: 4515.021484
	Iteration 45Q: 3 clusters Score -1014441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1014445.250000 Penalty: 4515.021484
	Iteration 46Q: 3 clusters Score -1014445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1014445.125000 Penalty: 4515.021484
	Iteration 47Q: 3 clusters Score -1014445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1014446.375000 Penalty: 4515.021484
	Iteration 48Q: 3 clusters Score -1014446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1014446.937500 Penalty: 4515.021484
	Iteration 49Q: 3 clusters Score -1014447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1014446.187500 Penalty: 4515.021484
	Iteration 50Q: 3 clusters Score -1014446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1014450.062500 Penalty: 4515.021484
	Iteration 51Q: 3 clusters Score -1014450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1014448.375000 Penalty: 4515.021484
	Iteration 52Q: 3 clusters Score -1014448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1014450.562500 Penalty: 4515.021484
	Iteration 53Q: 3 clusters Score -1014451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1014450.500000 Penalty: 4515.021484
	Iteration 54Q: 3 clusters Score -1014450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1014450.500000 Penalty: 4515.021484
	Iteration 55F: 3 clusters Score -1014450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1029535.187500 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1029535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1022637.875000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1022638 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1024625.437500 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1024625 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1025152.875000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1025153 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1025939.000000 Penalty: 4502.776855
	Iteration 3F: 3 clusters Score -1025939 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1026837.000000 Penalty: 4502.776855
	Iteration 4F: 3 clusters Score -1026837 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1027539.625000 Penalty: 4502.776855
	Iteration 5F: 3 clusters Score -1027540 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1027967.625000 Penalty: 4502.776855
	Iteration 6F: 3 clusters Score -1027968 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1028194.062500 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1028194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1028304.250000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1028304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1028365.562500 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1028366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1028398.125000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1028398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1028417.875000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1028418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1028440.375000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1028440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1028456.250000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1028456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1028473.500000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1028474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1028486.500000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1028486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1028492.875000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1028493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1028501.687500 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1028502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1028511.687500 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1028512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1028516.187500 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1028516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1028518.312500 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1028518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1028523.812500 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1028524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1028531.125000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1028531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1028536.062500 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1028536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1028538.812500 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1028539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1028543.250000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1028543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1028552.500000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1028552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1028554.375000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1028554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1028559.750000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1028560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1028561.000000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1028561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1028564.437500 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1028564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1028567.125000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1028567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1028568.687500 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1028569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1028568.875000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1028569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1028570.937500 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1028571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1028569.437500 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1028569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1028572.812500 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1028573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1028572.875000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1028573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1028571.937500 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1028572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1028571.937500 Penalty: 4502.776855
	Iteration 39F: 3 clusters Score -1028572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -1255139.125000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -1255139 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 5721 members 
Entering Unmasked Estep 
Score: -1246543.125000 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -1246543 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1249546.500000 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -1249546 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1250372.125000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -1250372 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1251051.250000 Penalty: 4633.405762
	Iteration 3F: 3 clusters Score -1251051 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1251587.000000 Penalty: 4633.405762
	Iteration 4F: 3 clusters Score -1251587 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1252043.125000 Penalty: 4633.405762
	Iteration 5F: 3 clusters Score -1252043 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1252404.625000 Penalty: 4633.405762
	Iteration 6F: 3 clusters Score -1252405 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1252672.125000 Penalty: 4633.405762
	Iteration 7Q: 3 clusters Score -1252672 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1252857.000000 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -1252857 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1252975.750000 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -1252976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1253058.625000 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -1253059 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1253115.375000 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -1253115 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1253152.375000 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -1253152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1253186.375000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -1253186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1253220.375000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -1253220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1253240.625000 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -1253241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1253258.625000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -1253259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1253278.000000 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -1253278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1253291.250000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -1253291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1253301.125000 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -1253301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1253307.875000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -1253308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1253316.375000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -1253316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1253324.750000 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -1253325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1253327.250000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -1253327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1253330.500000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -1253330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1253329.500000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -1253330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1253334.750000 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -1253335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1253332.250000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -1253332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1253333.000000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -1253333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1253335.500000 Penalty: 4633.405762
	Iteration 29Q: 3 clusters Score -1253336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1253330.875000 Penalty: 4633.405762
	Iteration 30Q: 3 clusters Score -1253331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1253335.875000 Penalty: 4633.405762
	Iteration 31Q: 3 clusters Score -1253336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1253336.375000 Penalty: 4633.405762
	Iteration 32Q: 3 clusters Score -1253336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1253341.750000 Penalty: 4633.405762
	Iteration 33Q: 3 clusters Score -1253342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1253341.875000 Penalty: 4633.405762
	Iteration 34Q: 3 clusters Score -1253342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1253339.625000 Penalty: 4633.405762
	Iteration 35Q: 3 clusters Score -1253340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1253340.750000 Penalty: 4633.405762
	Iteration 36Q: 3 clusters Score -1253341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1253340.625000 Penalty: 4633.405762
	Iteration 37Q: 3 clusters Score -1253341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1253338.125000 Penalty: 4633.405762
	Iteration 38Q: 3 clusters Score -1253338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1253339.375000 Penalty: 4633.405762
	Iteration 39Q: 3 clusters Score -1253339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1253337.125000 Penalty: 4633.405762
	Iteration 40F: 3 clusters Score -1253337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1253337.375000 Penalty: 4633.405762
	Iteration 41Q: 3 clusters Score -1253337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1253340.500000 Penalty: 4633.405762
	Iteration 42Q: 3 clusters Score -1253340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1253343.125000 Penalty: 4633.405762
	Iteration 43Q: 3 clusters Score -1253343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1253345.375000 Penalty: 4633.405762
	Iteration 44Q: 3 clusters Score -1253345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1253345.000000 Penalty: 4633.405762
	Iteration 45Q: 3 clusters Score -1253345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1253344.875000 Penalty: 4633.405762
	Iteration 46Q: 3 clusters Score -1253345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1253347.125000 Penalty: 4633.405762
	Iteration 47Q: 3 clusters Score -1253347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1253349.625000 Penalty: 4633.405762
	Iteration 48Q: 3 clusters Score -1253350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1253351.375000 Penalty: 4633.405762
	Iteration 49Q: 3 clusters Score -1253351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1253350.750000 Penalty: 4633.405762
	Iteration 50Q: 3 clusters Score -1253351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1253352.625000 Penalty: 4633.405762
	Iteration 51Q: 3 clusters Score -1253353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1253352.125000 Penalty: 4633.405762
	Iteration 52Q: 3 clusters Score -1253352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1253351.125000 Penalty: 4633.405762
	Iteration 53Q: 3 clusters Score -1253351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1253349.750000 Penalty: 4633.405762
	Iteration 54Q: 3 clusters Score -1253350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1253352.125000 Penalty: 4633.405762
	Iteration 55Q: 3 clusters Score -1253352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1253354.750000 Penalty: 4633.405762
	Iteration 56Q: 3 clusters Score -1253355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1253355.000000 Penalty: 4633.405762
	Iteration 57Q: 3 clusters Score -1253355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1253354.375000 Penalty: 4633.405762
	Iteration 58Q: 3 clusters Score -1253354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1253357.125000 Penalty: 4633.405762
	Iteration 59Q: 3 clusters Score -1253357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1253357.000000 Penalty: 4633.405762
	Iteration 60F: 3 clusters Score -1253357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1253358.750000 Penalty: 4633.405762
	Iteration 61Q: 3 clusters Score -1253359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1253361.750000 Penalty: 4633.405762
	Iteration 62Q: 3 clusters Score -1253362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1253358.000000 Penalty: 4633.405762
	Iteration 63Q: 3 clusters Score -1253358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1253360.125000 Penalty: 4633.405762
	Iteration 64Q: 3 clusters Score -1253360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1253360.125000 Penalty: 4633.405762
	Iteration 65F: 3 clusters Score -1253360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Entering Unmasked Estep 
Score: -8730630.000000 Penalty: 2777.452637
	Iteration 0F: 2 clusters Score -8730630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8681691.000000 Penalty: 5554.905273
	Iteration 0F: 3 clusters Score -8681691 nChanged 34193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8700688.000000 Penalty: 5554.905273
	Iteration 1F: 3 clusters Score -8700688 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8701203.000000 Penalty: 5554.905273
	Iteration 2Q: 3 clusters Score -8701203 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8701673.000000 Penalty: 5554.905273
	Iteration 3Q: 3 clusters Score -8701673 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8702212.000000 Penalty: 5554.905273
	Iteration 4Q: 3 clusters Score -8702212 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8702773.000000 Penalty: 5554.905273
	Iteration 5Q: 3 clusters Score -8702773 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -8703437.000000 Penalty: 5554.905273
	Iteration 6Q: 3 clusters Score -8703437 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -8704172.000000 Penalty: 5554.905273
	Iteration 7Q: 3 clusters Score -8704172 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -8705115.000000 Penalty: 5554.905273
	Iteration 8Q: 3 clusters Score -8705115 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -8706488.000000 Penalty: 5554.905273
	Iteration 9Q: 3 clusters Score -8706488 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -8708337.000000 Penalty: 5554.905273
	Iteration 10Q: 3 clusters Score -8708337 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -8710622.000000 Penalty: 5554.905273
	Iteration 11F: 3 clusters Score -8710622 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -8713446.000000 Penalty: 5554.905273
	Iteration 12F: 3 clusters Score -8713446 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -8716071.000000 Penalty: 5554.905273
	Iteration 13Q: 3 clusters Score -8716071 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8718148.000000 Penalty: 5554.905273
	Iteration 14Q: 3 clusters Score -8718148 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8719483.000000 Penalty: 5554.905273
	Iteration 15Q: 3 clusters Score -8719483 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -8720513.000000 Penalty: 5554.905273
	Iteration 16Q: 3 clusters Score -8720513 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -8721392.000000 Penalty: 5554.905273
	Iteration 17Q: 3 clusters Score -8721392 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -8722189.000000 Penalty: 5554.905273
	Iteration 18Q: 3 clusters Score -8722189 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -8723022.000000 Penalty: 5554.905273
	Iteration 19Q: 3 clusters Score -8723022 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -8723809.000000 Penalty: 5554.905273
	Iteration 20F: 3 clusters Score -8723809 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -8724611.000000 Penalty: 5554.905273
	Iteration 21Q: 3 clusters Score -8724611 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8725289.000000 Penalty: 5554.905273
	Iteration 22Q: 3 clusters Score -8725289 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8725977.000000 Penalty: 5554.905273
	Iteration 23Q: 3 clusters Score -8725977 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8726572.000000 Penalty: 5554.905273
	Iteration 24Q: 3 clusters Score -8726572 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8727053.000000 Penalty: 5554.905273
	Iteration 25Q: 3 clusters Score -8727053 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8727474.000000 Penalty: 5554.905273
	Iteration 26Q: 3 clusters Score -8727474 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8727753.000000 Penalty: 5554.905273
	Iteration 27Q: 3 clusters Score -8727753 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8727913.000000 Penalty: 5554.905273
	Iteration 28Q: 3 clusters Score -8727913 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8728010.000000 Penalty: 5554.905273
	Iteration 29Q: 3 clusters Score -8728010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8728055.000000 Penalty: 5554.905273
	Iteration 30Q: 3 clusters Score -8728055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8728117.000000 Penalty: 5554.905273
	Iteration 31Q: 3 clusters Score -8728117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8728155.000000 Penalty: 5554.905273
	Iteration 32Q: 3 clusters Score -8728155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8728168.000000 Penalty: 5554.905273
	Iteration 33Q: 3 clusters Score -8728168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8728185.000000 Penalty: 5554.905273
	Iteration 34Q: 3 clusters Score -8728185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8728187.000000 Penalty: 5554.905273
	Iteration 35Q: 3 clusters Score -8728187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8728212.000000 Penalty: 5554.905273
	Iteration 36Q: 3 clusters Score -8728212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8728228.000000 Penalty: 5554.905273
	Iteration 37Q: 3 clusters Score -8728228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8728233.000000 Penalty: 5554.905273
	Iteration 38Q: 3 clusters Score -8728233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8728242.000000 Penalty: 5554.905273
	Iteration 39Q: 3 clusters Score -8728242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8728239.000000 Penalty: 5554.905273
	Iteration 40F: 3 clusters Score -8728239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8728241.000000 Penalty: 5554.905273
	Iteration 41Q: 3 clusters Score -8728241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8728245.000000 Penalty: 5554.905273
	Iteration 42Q: 3 clusters Score -8728245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8728252.000000 Penalty: 5554.905273
	Iteration 43Q: 3 clusters Score -8728252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8728246.000000 Penalty: 5554.905273
	Iteration 44Q: 3 clusters Score -8728246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8728246.000000 Penalty: 5554.905273
	Iteration 45Q: 3 clusters Score -8728246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8728246.000000 Penalty: 5554.905273
	Iteration 46F: 3 clusters Score -8728246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -910975.187500 Penalty: 2221.366699
	Iteration 0F: 2 clusters Score -910975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -904721.625000 Penalty: 4442.733398
	Iteration 0F: 3 clusters Score -904721.6 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -906603.437500 Penalty: 4442.733398
	Iteration 1F: 3 clusters Score -906603.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -907043.062500 Penalty: 4442.733398
	Iteration 2F: 3 clusters Score -907043.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -907484.562500 Penalty: 4442.733398
	Iteration 3F: 3 clusters Score -907484.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -908072.250000 Penalty: 4442.733398
	Iteration 4F: 3 clusters Score -908072.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -908691.437500 Penalty: 4442.733398
	Iteration 5F: 3 clusters Score -908691.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -909257.812500 Penalty: 4442.733398
	Iteration 6F: 3 clusters Score -909257.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -909747.875000 Penalty: 4442.733398
	Iteration 7F: 3 clusters Score -909747.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -910078.625000 Penalty: 4442.733398
	Iteration 8Q: 3 clusters Score -910078.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -910340.125000 Penalty: 4442.733398
	Iteration 9Q: 3 clusters Score -910340.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -910531.937500 Penalty: 4442.733398
	Iteration 10Q: 3 clusters Score -910531.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -910691.625000 Penalty: 4442.733398
	Iteration 11Q: 3 clusters Score -910691.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -910845.000000 Penalty: 4442.733398
	Iteration 12Q: 3 clusters Score -910845 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -910986.562500 Penalty: 4442.733398
	Iteration 13Q: 3 clusters Score -910986.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -911125.875000 Penalty: 4442.733398
	Iteration 14Q: 3 clusters Score -911125.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -911254.437500 Penalty: 4442.733398
	Iteration 15Q: 3 clusters Score -911254.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -911348.062500 Penalty: 4442.733398
	Iteration 16Q: 3 clusters Score -911348.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -911437.500000 Penalty: 4442.733398
	Iteration 17Q: 3 clusters Score -911437.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -911494.687500 Penalty: 4442.733398
	Iteration 18Q: 3 clusters Score -911494.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -911534.812500 Penalty: 4442.733398
	Iteration 19Q: 3 clusters Score -911534.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -911556.187500 Penalty: 4442.733398
	Iteration 20F: 3 clusters Score -911556.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -911573.062500 Penalty: 4442.733398
	Iteration 21Q: 3 clusters Score -911573.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -911576.125000 Penalty: 4442.733398
	Iteration 22Q: 3 clusters Score -911576.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -911579.250000 Penalty: 4442.733398
	Iteration 23Q: 3 clusters Score -911579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -911583.812500 Penalty: 4442.733398
	Iteration 24Q: 3 clusters Score -911583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -911582.875000 Penalty: 4442.733398
	Iteration 25Q: 3 clusters Score -911582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -911583.125000 Penalty: 4442.733398
	Iteration 26Q: 3 clusters Score -911583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -911583.125000 Penalty: 4442.733398
	Iteration 27F: 3 clusters Score -911583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 4243 members 
Entering Unmasked Estep 
Score: -45028352.000000 Penalty: 95840.296875
Splitting cluster 27 changes total score from -45028456.000000 to -45028352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -432052.125000 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -432052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -428266.937500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -428266.9 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -429151.312500 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -429151.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -429414.718750 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -429414.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -429604.812500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -429604.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -429758.468750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -429758.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -429915.562500 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -429915.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -430111.031250 Penalty: 4093.471680
	Iteration 6F: 3 clusters Score -430111 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430285.187500 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -430285.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -430406.718750 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -430406.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -430498.812500 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -430498.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -430573.156250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -430573.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -430631.625000 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -430631.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -430674.093750 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -430674.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -430717.531250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -430717.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -430753.812500 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -430753.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -430777.687500 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -430777.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -430801.656250 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -430801.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430816.156250 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -430816.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -430830.593750 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -430830.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430842.281250 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -430842.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -430851.687500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -430851.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430858.812500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -430858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -430865.593750 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -430865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -430868.093750 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -430868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -430868.750000 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -430868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430869.125000 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -430869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -430869.781250 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -430869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -430870.875000 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -430870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -430870.875000 Penalty: 4093.471680
	Iteration 28F: 3 clusters Score -430870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11402 members 
Mstep: Class 26 contains 73087 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029088.000000 Penalty: 92645.625000
Iteration 79Q: 30 clusters Score -4.502909e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9306 members 
Mstep: Class 3 contains 67667 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 11951 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 77541 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15157 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 11407 members 
Mstep: Class 26 contains 73086 members 
Mstep: Class 27 contains 7771 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029536.000000 Penalty: 92645.625000
Iteration 80F: 30 clusters Score -4.502954e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 67664 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 77542 members 
Mstep: Class 13 contains 4866 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 7262 members 
Mstep: Class 23 contains 8996 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 11409 members 
Mstep: Class 26 contains 73079 members 
Mstep: Class 27 contains 7778 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029732.000000 Penalty: 92645.625000
Iteration 81Q: 30 clusters Score -4.502973e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 67673 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 11913 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 77542 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15121 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 15543 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 11419 members 
Mstep: Class 26 contains 73073 members 
Mstep: Class 27 contains 7780 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029936.000000 Penalty: 92645.625000
Iteration 82Q: 30 clusters Score -4.502994e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 77542 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15110 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 15536 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 11432 members 
Mstep: Class 26 contains 73065 members 
Mstep: Class 27 contains 7783 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029908.000000 Penalty: 92645.625000
Iteration 83Q: 30 clusters Score -4.502991e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 67652 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 11907 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 77539 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15103 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 7191 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 11449 members 
Mstep: Class 26 contains 73056 members 
Mstep: Class 27 contains 7787 members 
Mstep: Class 28 contains 3827 members 
Mstep: Class 29 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030012.000000 Penalty: 92645.625000
Iteration 84Q: 30 clusters Score -4.503001e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9319 members 
Mstep: Class 3 contains 67643 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 9 contains 11906 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 77537 members 
Mstep: Class 13 contains 4825 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15098 members 
Mstep: Class 16 contains 12105 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 9030 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 73047 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029992.000000 Penalty: 92645.625000
Iteration 85Q: 30 clusters Score -4.502999e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 67643 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 77538 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 12105 members 
Mstep: Class 17 contains 15496 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 7110 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 11467 members 
Mstep: Class 26 contains 73041 members 
Mstep: Class 27 contains 7798 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030188.000000 Penalty: 92645.625000
Iteration 86Q: 30 clusters Score -4.503019e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 67637 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 11917 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 77537 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 15082 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 7044 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 73039 members 
Mstep: Class 27 contains 7807 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030412.000000 Penalty: 92645.625000
Iteration 87Q: 30 clusters Score -4.503041e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9319 members 
Mstep: Class 3 contains 67627 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 11924 members 
Mstep: Class 10 contains 5030 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 77534 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15076 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15447 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 6960 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 11482 members 
Mstep: Class 26 contains 73035 members 
Mstep: Class 27 contains 7821 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030824.000000 Penalty: 92645.625000
Iteration 88Q: 30 clusters Score -4.503082e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9319 members 
Mstep: Class 3 contains 67625 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4784 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 15071 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15420 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 6886 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11494 members 
Mstep: Class 26 contains 73032 members 
Mstep: Class 27 contains 7841 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030888.000000 Penalty: 92645.625000
Iteration 89Q: 30 clusters Score -4.503089e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 67624 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8754 members 
Mstep: Class 25 contains 11507 members 
Mstep: Class 26 contains 73028 members 
Mstep: Class 27 contains 7852 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030864.000000 Penalty: 92645.625000
Iteration 90Q: 30 clusters Score -4.503086e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 9326 members 
Mstep: Class 3 contains 67617 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15382 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 6802 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 73024 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030960.000000 Penalty: 92645.625000
Iteration 91Q: 30 clusters Score -4.503096e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9328 members 
Mstep: Class 3 contains 67612 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 11951 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 77520 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 1997 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 73020 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030932.000000 Penalty: 92645.625000
Iteration 92Q: 30 clusters Score -4.503093e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9332 members 
Mstep: Class 3 contains 67607 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 77520 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 15347 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 6754 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11538 members 
Mstep: Class 26 contains 73015 members 
Mstep: Class 27 contains 7877 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031020.000000 Penalty: 92645.625000
Iteration 93Q: 30 clusters Score -4.503102e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9335 members 
Mstep: Class 3 contains 67596 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 15328 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11547 members 
Mstep: Class 26 contains 73009 members 
Mstep: Class 27 contains 7878 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031068.000000 Penalty: 92645.625000
Iteration 94Q: 30 clusters Score -4.503107e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9338 members 
Mstep: Class 3 contains 67591 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 11980 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15319 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 11558 members 
Mstep: Class 26 contains 72999 members 
Mstep: Class 27 contains 7881 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031152.000000 Penalty: 92645.625000
Iteration 95Q: 30 clusters Score -4.503115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9345 members 
Mstep: Class 3 contains 67588 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 1721 members 
Mstep: Class 9 contains 11987 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 6710 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72996 members 
Mstep: Class 27 contains 7883 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031120.000000 Penalty: 92645.625000
Iteration 96Q: 30 clusters Score -4.503112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 11991 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15060 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15282 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 6702 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11566 members 
Mstep: Class 26 contains 72995 members 
Mstep: Class 27 contains 7891 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031156.000000 Penalty: 92645.625000
Iteration 97Q: 30 clusters Score -4.503116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9356 members 
Mstep: Class 3 contains 67581 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 12099 members 
Mstep: Class 17 contains 15260 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 6700 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11567 members 
Mstep: Class 26 contains 72995 members 
Mstep: Class 27 contains 7899 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031088.000000 Penalty: 92645.625000
Iteration 98Q: 30 clusters Score -4.503109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 67578 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 11999 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77530 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15060 members 
Mstep: Class 16 contains 12099 members 
Mstep: Class 17 contains 15233 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 6696 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 11571 members 
Mstep: Class 26 contains 72993 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031096.000000 Penalty: 92645.625000
Iteration 99Q: 30 clusters Score -4.50311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 67575 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 12003 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 77530 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 12099 members 
Mstep: Class 17 contains 15214 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 6690 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 11576 members 
Mstep: Class 26 contains 72988 members 
Mstep: Class 27 contains 7916 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031184.000000 Penalty: 92645.625000
Iteration 100F: 30 clusters Score -4.503118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9367 members 
Mstep: Class 3 contains 67574 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 12001 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4739 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15196 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 11579 members 
Mstep: Class 26 contains 72985 members 
Mstep: Class 27 contains 7925 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031288.000000 Penalty: 92645.625000
Iteration 101Q: 30 clusters Score -4.503129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9370 members 
Mstep: Class 3 contains 67574 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12003 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 77526 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 15051 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15182 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 9040 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 11581 members 
Mstep: Class 26 contains 72982 members 
Mstep: Class 27 contains 7938 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031336.000000 Penalty: 92645.625000
Iteration 102Q: 30 clusters Score -4.503134e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 67571 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 12011 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 77523 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 15041 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15183 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 11582 members 
Mstep: Class 26 contains 72981 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031396.000000 Penalty: 92645.625000
Iteration 103Q: 30 clusters Score -4.50314e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9380 members 
Mstep: Class 3 contains 67568 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 12020 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 15033 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15172 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 6532 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 11584 members 
Mstep: Class 26 contains 72976 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031480.000000 Penalty: 92645.625000
Iteration 104Q: 30 clusters Score -4.503148e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9383 members 
Mstep: Class 3 contains 67566 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 12020 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 77525 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 15029 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 11589 members 
Mstep: Class 26 contains 72973 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031416.000000 Penalty: 92645.625000
Iteration 105Q: 30 clusters Score -4.503142e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9386 members 
Mstep: Class 3 contains 67558 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 12024 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 15022 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15150 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 6503 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 11594 members 
Mstep: Class 26 contains 72970 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031528.000000 Penalty: 92645.625000
Iteration 106Q: 30 clusters Score -4.503153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 67549 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 12034 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 15 contains 15017 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 8749 members 
Mstep: Class 25 contains 11597 members 
Mstep: Class 26 contains 72969 members 
Mstep: Class 27 contains 7961 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031432.000000 Penalty: 92645.625000
Iteration 107Q: 30 clusters Score -4.503143e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 67544 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 12042 members 
Mstep: Class 10 contains 5147 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 77527 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 15014 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15118 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 6485 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 8748 members 
Mstep: Class 25 contains 11599 members 
Mstep: Class 26 contains 72966 members 
Mstep: Class 27 contains 7965 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031440.000000 Penalty: 92645.625000
Iteration 108Q: 30 clusters Score -4.503144e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 67539 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 15012 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15104 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 11603 members 
Mstep: Class 26 contains 72963 members 
Mstep: Class 27 contains 7966 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031564.000000 Penalty: 92645.625000
Iteration 109Q: 30 clusters Score -4.503156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9410 members 
Mstep: Class 3 contains 67539 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 12053 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 15008 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15083 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4375 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72960 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031564.000000 Penalty: 92645.625000
Iteration 110Q: 30 clusters Score -4.503156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 67533 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 12059 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 15001 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15065 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11605 members 
Mstep: Class 26 contains 72961 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031612.000000 Penalty: 92645.625000
Iteration 111Q: 30 clusters Score -4.503161e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 67527 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 12066 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77529 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 72961 members 
Mstep: Class 27 contains 7978 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031600.000000 Penalty: 92645.625000
Iteration 112Q: 30 clusters Score -4.50316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 67524 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77528 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15035 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 4375 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 72961 members 
Mstep: Class 27 contains 7980 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031624.000000 Penalty: 92645.625000
Iteration 113Q: 30 clusters Score -4.503162e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9428 members 
Mstep: Class 3 contains 67523 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77526 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 14986 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 72961 members 
Mstep: Class 27 contains 7987 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031648.000000 Penalty: 92645.625000
Iteration 114Q: 30 clusters Score -4.503165e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9428 members 
Mstep: Class 3 contains 67522 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77523 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 14979 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 15010 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 72960 members 
Mstep: Class 27 contains 7996 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031620.000000 Penalty: 92645.625000
Iteration 115Q: 30 clusters Score -4.503162e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9429 members 
Mstep: Class 3 contains 67520 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2995 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77521 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 14973 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14994 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 72959 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031656.000000 Penalty: 92645.625000
Iteration 116Q: 30 clusters Score -4.503166e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9430 members 
Mstep: Class 3 contains 67518 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 12072 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77519 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 14967 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 6282 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031620.000000 Penalty: 92645.625000
Iteration 117Q: 30 clusters Score -4.503162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77518 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14967 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 6270 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72957 members 
Mstep: Class 27 contains 8018 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031656.000000 Penalty: 92645.625000
Iteration 118Q: 30 clusters Score -4.503166e+07 nChanged 91
Entering ConstructFrom: 
Score: -45031656.000000 Penalty: 92645.625000
Entering ConstructFrom: 
Trying to split cluster 1 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -875647.562500 Penalty: 2214.368652
	Iteration 0F: 2 clusters Score -875647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -869507.125000 Penalty: 4428.737305
	Iteration 0F: 3 clusters Score -869507.1 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -871147.437500 Penalty: 4428.737305
	Iteration 1F: 3 clusters Score -871147.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -871482.375000 Penalty: 4428.737305
	Iteration 2F: 3 clusters Score -871482.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -871748.062500 Penalty: 4428.737305
	Iteration 3F: 3 clusters Score -871748.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -872014.375000 Penalty: 4428.737305
	Iteration 4Q: 3 clusters Score -872014.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -872262.812500 Penalty: 4428.737305
	Iteration 5Q: 3 clusters Score -872262.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -872487.000000 Penalty: 4428.737305
	Iteration 6Q: 3 clusters Score -872487 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -872675.500000 Penalty: 4428.737305
	Iteration 7Q: 3 clusters Score -872675.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -872892.812500 Penalty: 4428.737305
	Iteration 8Q: 3 clusters Score -872892.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -873141.500000 Penalty: 4428.737305
	Iteration 9Q: 3 clusters Score -873141.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -873344.000000 Penalty: 4428.737305
	Iteration 10Q: 3 clusters Score -873344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -873512.437500 Penalty: 4428.737305
	Iteration 11Q: 3 clusters Score -873512.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -873619.437500 Penalty: 4428.737305
	Iteration 12Q: 3 clusters Score -873619.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -873685.312500 Penalty: 4428.737305
	Iteration 13Q: 3 clusters Score -873685.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -873728.000000 Penalty: 4428.737305
	Iteration 14Q: 3 clusters Score -873728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -873753.312500 Penalty: 4428.737305
	Iteration 15Q: 3 clusters Score -873753.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -873771.687500 Penalty: 4428.737305
	Iteration 16Q: 3 clusters Score -873771.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -873786.437500 Penalty: 4428.737305
	Iteration 17Q: 3 clusters Score -873786.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -873798.875000 Penalty: 4428.737305
	Iteration 18Q: 3 clusters Score -873798.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -873806.187500 Penalty: 4428.737305
	Iteration 19Q: 3 clusters Score -873806.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -873815.312500 Penalty: 4428.737305
	Iteration 20F: 3 clusters Score -873815.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -873822.250000 Penalty: 4428.737305
	Iteration 21Q: 3 clusters Score -873822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -873828.187500 Penalty: 4428.737305
	Iteration 22Q: 3 clusters Score -873828.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -873834.750000 Penalty: 4428.737305
	Iteration 23Q: 3 clusters Score -873834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -873838.687500 Penalty: 4428.737305
	Iteration 24Q: 3 clusters Score -873838.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -873841.937500 Penalty: 4428.737305
	Iteration 25Q: 3 clusters Score -873841.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -873845.625000 Penalty: 4428.737305
	Iteration 26Q: 3 clusters Score -873845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -873849.562500 Penalty: 4428.737305
	Iteration 27Q: 3 clusters Score -873849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -873851.312500 Penalty: 4428.737305
	Iteration 28Q: 3 clusters Score -873851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -873854.062500 Penalty: 4428.737305
	Iteration 29Q: 3 clusters Score -873854.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -873859.062500 Penalty: 4428.737305
	Iteration 30Q: 3 clusters Score -873859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -873865.250000 Penalty: 4428.737305
	Iteration 31Q: 3 clusters Score -873865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -873869.437500 Penalty: 4428.737305
	Iteration 32Q: 3 clusters Score -873869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -873873.000000 Penalty: 4428.737305
	Iteration 33Q: 3 clusters Score -873873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -873877.937500 Penalty: 4428.737305
	Iteration 34Q: 3 clusters Score -873877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -873880.750000 Penalty: 4428.737305
	Iteration 35Q: 3 clusters Score -873880.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -873886.625000 Penalty: 4428.737305
	Iteration 36Q: 3 clusters Score -873886.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -873892.125000 Penalty: 4428.737305
	Iteration 37Q: 3 clusters Score -873892.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -873895.437500 Penalty: 4428.737305
	Iteration 38Q: 3 clusters Score -873895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -873897.125000 Penalty: 4428.737305
	Iteration 39Q: 3 clusters Score -873897.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -873902.187500 Penalty: 4428.737305
	Iteration 40F: 3 clusters Score -873902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -873910.562500 Penalty: 4428.737305
	Iteration 41Q: 3 clusters Score -873910.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -873913.375000 Penalty: 4428.737305
	Iteration 42Q: 3 clusters Score -873913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -873916.625000 Penalty: 4428.737305
	Iteration 43Q: 3 clusters Score -873916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -873919.250000 Penalty: 4428.737305
	Iteration 44Q: 3 clusters Score -873919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -873923.750000 Penalty: 4428.737305
	Iteration 45Q: 3 clusters Score -873923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -873925.125000 Penalty: 4428.737305
	Iteration 46Q: 3 clusters Score -873925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -873926.187500 Penalty: 4428.737305
	Iteration 47Q: 3 clusters Score -873926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -873930.812500 Penalty: 4428.737305
	Iteration 48Q: 3 clusters Score -873930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -873933.500000 Penalty: 4428.737305
	Iteration 49Q: 3 clusters Score -873933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -873934.187500 Penalty: 4428.737305
	Iteration 50Q: 3 clusters Score -873934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -873939.937500 Penalty: 4428.737305
	Iteration 51Q: 3 clusters Score -873939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -873941.125000 Penalty: 4428.737305
	Iteration 52Q: 3 clusters Score -873941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -873946.000000 Penalty: 4428.737305
	Iteration 53Q: 3 clusters Score -873946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -873949.750000 Penalty: 4428.737305
	Iteration 54Q: 3 clusters Score -873949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -873954.062500 Penalty: 4428.737305
	Iteration 55Q: 3 clusters Score -873954.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -873957.812500 Penalty: 4428.737305
	Iteration 56Q: 3 clusters Score -873957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -873961.500000 Penalty: 4428.737305
	Iteration 57Q: 3 clusters Score -873961.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -873965.875000 Penalty: 4428.737305
	Iteration 58Q: 3 clusters Score -873965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -873968.062500 Penalty: 4428.737305
	Iteration 59Q: 3 clusters Score -873968.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -873971.062500 Penalty: 4428.737305
	Iteration 60F: 3 clusters Score -873971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -873974.500000 Penalty: 4428.737305
	Iteration 61Q: 3 clusters Score -873974.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -873977.875000 Penalty: 4428.737305
	Iteration 62Q: 3 clusters Score -873977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -873982.125000 Penalty: 4428.737305
	Iteration 63Q: 3 clusters Score -873982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -873985.937500 Penalty: 4428.737305
	Iteration 64Q: 3 clusters Score -873985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -873990.312500 Penalty: 4428.737305
	Iteration 65Q: 3 clusters Score -873990.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -873993.687500 Penalty: 4428.737305
	Iteration 66Q: 3 clusters Score -873993.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -873999.687500 Penalty: 4428.737305
	Iteration 67Q: 3 clusters Score -873999.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -874004.312500 Penalty: 4428.737305
	Iteration 68Q: 3 clusters Score -874004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -874006.937500 Penalty: 4428.737305
	Iteration 69Q: 3 clusters Score -874006.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -874010.625000 Penalty: 4428.737305
	Iteration 70Q: 3 clusters Score -874010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -874014.000000 Penalty: 4428.737305
	Iteration 71Q: 3 clusters Score -874014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -874019.000000 Penalty: 4428.737305
	Iteration 72Q: 3 clusters Score -874019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -874023.812500 Penalty: 4428.737305
	Iteration 73Q: 3 clusters Score -874023.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -874029.187500 Penalty: 4428.737305
	Iteration 74Q: 3 clusters Score -874029.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -874037.187500 Penalty: 4428.737305
	Iteration 75Q: 3 clusters Score -874037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -874042.375000 Penalty: 4428.737305
	Iteration 76Q: 3 clusters Score -874042.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -874048.750000 Penalty: 4428.737305
	Iteration 77Q: 3 clusters Score -874048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -874051.625000 Penalty: 4428.737305
	Iteration 78Q: 3 clusters Score -874051.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -874058.375000 Penalty: 4428.737305
	Iteration 79Q: 3 clusters Score -874058.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -874066.500000 Penalty: 4428.737305
	Iteration 80F: 3 clusters Score -874066.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -874074.812500 Penalty: 4428.737305
	Iteration 81Q: 3 clusters Score -874074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -874082.687500 Penalty: 4428.737305
	Iteration 82Q: 3 clusters Score -874082.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -874085.625000 Penalty: 4428.737305
	Iteration 83Q: 3 clusters Score -874085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -874093.062500 Penalty: 4428.737305
	Iteration 84Q: 3 clusters Score -874093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -874094.812500 Penalty: 4428.737305
	Iteration 85Q: 3 clusters Score -874094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -874094.562500 Penalty: 4428.737305
	Iteration 86Q: 3 clusters Score -874094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -874100.125000 Penalty: 4428.737305
	Iteration 87Q: 3 clusters Score -874100.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -874106.687500 Penalty: 4428.737305
	Iteration 88Q: 3 clusters Score -874106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -874107.500000 Penalty: 4428.737305
	Iteration 89Q: 3 clusters Score -874107.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -874110.812500 Penalty: 4428.737305
	Iteration 90Q: 3 clusters Score -874110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -874110.500000 Penalty: 4428.737305
	Iteration 91Q: 3 clusters Score -874110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -874111.562500 Penalty: 4428.737305
	Iteration 92Q: 3 clusters Score -874111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -874113.687500 Penalty: 4428.737305
	Iteration 93Q: 3 clusters Score -874113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -874114.437500 Penalty: 4428.737305
	Iteration 94Q: 3 clusters Score -874114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -874116.125000 Penalty: 4428.737305
	Iteration 95Q: 3 clusters Score -874116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -874117.750000 Penalty: 4428.737305
	Iteration 96Q: 3 clusters Score -874117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -874117.187500 Penalty: 4428.737305
	Iteration 97Q: 3 clusters Score -874117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -874118.625000 Penalty: 4428.737305
	Iteration 98Q: 3 clusters Score -874118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -874120.437500 Penalty: 4428.737305
	Iteration 99Q: 3 clusters Score -874120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -874122.375000 Penalty: 4428.737305
	Iteration 100F: 3 clusters Score -874122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -874122.437500 Penalty: 4428.737305
	Iteration 101Q: 3 clusters Score -874122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -874123.187500 Penalty: 4428.737305
	Iteration 102Q: 3 clusters Score -874123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -874123.375000 Penalty: 4428.737305
	Iteration 103Q: 3 clusters Score -874123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -874125.187500 Penalty: 4428.737305
	Iteration 104Q: 3 clusters Score -874125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -874125.937500 Penalty: 4428.737305
	Iteration 105Q: 3 clusters Score -874125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -874128.125000 Penalty: 4428.737305
	Iteration 106Q: 3 clusters Score -874128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -874129.250000 Penalty: 4428.737305
	Iteration 107Q: 3 clusters Score -874129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -874131.562500 Penalty: 4428.737305
	Iteration 108Q: 3 clusters Score -874131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -874131.125000 Penalty: 4428.737305
	Iteration 109Q: 3 clusters Score -874131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -874131.125000 Penalty: 4428.737305
	Iteration 110F: 3 clusters Score -874131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -1094405.500000 Penalty: 2269.714844
	Iteration 0F: 2 clusters Score -1094406 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 4664 members 
Entering Unmasked Estep 
Score: -1087162.750000 Penalty: 4539.429688
	Iteration 0F: 3 clusters Score -1087163 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1089508.750000 Penalty: 4539.429688
	Iteration 1F: 3 clusters Score -1089509 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1090027.875000 Penalty: 4539.429688
	Iteration 2F: 3 clusters Score -1090028 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1090472.500000 Penalty: 4539.429688
	Iteration 3F: 3 clusters Score -1090472 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1090868.750000 Penalty: 4539.429688
	Iteration 4F: 3 clusters Score -1090869 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1091211.125000 Penalty: 4539.429688
	Iteration 5F: 3 clusters Score -1091211 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1091483.750000 Penalty: 4539.429688
	Iteration 6Q: 3 clusters Score -1091484 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1091683.500000 Penalty: 4539.429688
	Iteration 7Q: 3 clusters Score -1091684 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1091841.625000 Penalty: 4539.429688
	Iteration 8Q: 3 clusters Score -1091842 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1091963.375000 Penalty: 4539.429688
	Iteration 9Q: 3 clusters Score -1091963 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1092056.125000 Penalty: 4539.429688
	Iteration 10Q: 3 clusters Score -1092056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1092135.625000 Penalty: 4539.429688
	Iteration 11Q: 3 clusters Score -1092136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1092195.750000 Penalty: 4539.429688
	Iteration 12Q: 3 clusters Score -1092196 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1092259.500000 Penalty: 4539.429688
	Iteration 13Q: 3 clusters Score -1092260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1092328.750000 Penalty: 4539.429688
	Iteration 14Q: 3 clusters Score -1092329 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1092391.000000 Penalty: 4539.429688
	Iteration 15Q: 3 clusters Score -1092391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1092441.875000 Penalty: 4539.429688
	Iteration 16Q: 3 clusters Score -1092442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1092493.250000 Penalty: 4539.429688
	Iteration 17Q: 3 clusters Score -1092493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1092542.250000 Penalty: 4539.429688
	Iteration 18Q: 3 clusters Score -1092542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1092583.000000 Penalty: 4539.429688
	Iteration 19Q: 3 clusters Score -1092583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1092619.375000 Penalty: 4539.429688
	Iteration 20F: 3 clusters Score -1092619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1092653.125000 Penalty: 4539.429688
	Iteration 21Q: 3 clusters Score -1092653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1092677.625000 Penalty: 4539.429688
	Iteration 22Q: 3 clusters Score -1092678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1092699.250000 Penalty: 4539.429688
	Iteration 23Q: 3 clusters Score -1092699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1092719.125000 Penalty: 4539.429688
	Iteration 24Q: 3 clusters Score -1092719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1092757.750000 Penalty: 4539.429688
	Iteration 25Q: 3 clusters Score -1092758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1092800.625000 Penalty: 4539.429688
	Iteration 26Q: 3 clusters Score -1092801 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1092852.500000 Penalty: 4539.429688
	Iteration 27Q: 3 clusters Score -1092852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1092913.375000 Penalty: 4539.429688
	Iteration 28Q: 3 clusters Score -1092913 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1092975.500000 Penalty: 4539.429688
	Iteration 29Q: 3 clusters Score -1092976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1093037.125000 Penalty: 4539.429688
	Iteration 30Q: 3 clusters Score -1093037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1093091.875000 Penalty: 4539.429688
	Iteration 31Q: 3 clusters Score -1093092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1093142.875000 Penalty: 4539.429688
	Iteration 32Q: 3 clusters Score -1093143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1093190.625000 Penalty: 4539.429688
	Iteration 33Q: 3 clusters Score -1093191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1093230.750000 Penalty: 4539.429688
	Iteration 34Q: 3 clusters Score -1093231 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1093279.375000 Penalty: 4539.429688
	Iteration 35Q: 3 clusters Score -1093279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1093323.000000 Penalty: 4539.429688
	Iteration 36Q: 3 clusters Score -1093323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1093352.375000 Penalty: 4539.429688
	Iteration 37Q: 3 clusters Score -1093352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1093379.750000 Penalty: 4539.429688
	Iteration 38Q: 3 clusters Score -1093380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1093403.625000 Penalty: 4539.429688
	Iteration 39Q: 3 clusters Score -1093404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1093425.875000 Penalty: 4539.429688
	Iteration 40F: 3 clusters Score -1093426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1093438.000000 Penalty: 4539.429688
	Iteration 41Q: 3 clusters Score -1093438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1093446.625000 Penalty: 4539.429688
	Iteration 42Q: 3 clusters Score -1093447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1093455.000000 Penalty: 4539.429688
	Iteration 43Q: 3 clusters Score -1093455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1093464.125000 Penalty: 4539.429688
	Iteration 44Q: 3 clusters Score -1093464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1093469.875000 Penalty: 4539.429688
	Iteration 45Q: 3 clusters Score -1093470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1093472.000000 Penalty: 4539.429688
	Iteration 46Q: 3 clusters Score -1093472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1093474.125000 Penalty: 4539.429688
	Iteration 47Q: 3 clusters Score -1093474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1093476.250000 Penalty: 4539.429688
	Iteration 48Q: 3 clusters Score -1093476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1093482.375000 Penalty: 4539.429688
	Iteration 49Q: 3 clusters Score -1093482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1093487.375000 Penalty: 4539.429688
	Iteration 50Q: 3 clusters Score -1093487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1093494.750000 Penalty: 4539.429688
	Iteration 51Q: 3 clusters Score -1093495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1093498.875000 Penalty: 4539.429688
	Iteration 52Q: 3 clusters Score -1093499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1093502.750000 Penalty: 4539.429688
	Iteration 53Q: 3 clusters Score -1093503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1093511.250000 Penalty: 4539.429688
	Iteration 54Q: 3 clusters Score -1093511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1093519.000000 Penalty: 4539.429688
	Iteration 55Q: 3 clusters Score -1093519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1093525.750000 Penalty: 4539.429688
	Iteration 56Q: 3 clusters Score -1093526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1093534.125000 Penalty: 4539.429688
	Iteration 57Q: 3 clusters Score -1093534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1093537.625000 Penalty: 4539.429688
	Iteration 58Q: 3 clusters Score -1093538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1093539.250000 Penalty: 4539.429688
	Iteration 59Q: 3 clusters Score -1093539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1093541.125000 Penalty: 4539.429688
	Iteration 60F: 3 clusters Score -1093541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1093545.000000 Penalty: 4539.429688
	Iteration 61Q: 3 clusters Score -1093545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1093546.125000 Penalty: 4539.429688
	Iteration 62Q: 3 clusters Score -1093546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1093549.125000 Penalty: 4539.429688
	Iteration 63Q: 3 clusters Score -1093549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1093550.375000 Penalty: 4539.429688
	Iteration 64Q: 3 clusters Score -1093550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1093553.875000 Penalty: 4539.429688
	Iteration 65Q: 3 clusters Score -1093554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1093552.625000 Penalty: 4539.429688
	Iteration 66Q: 3 clusters Score -1093553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1093553.500000 Penalty: 4539.429688
	Iteration 67Q: 3 clusters Score -1093554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1093553.625000 Penalty: 4539.429688
	Iteration 68Q: 3 clusters Score -1093554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1093553.625000 Penalty: 4539.429688
	Iteration 69F: 3 clusters Score -1093554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Entering Unmasked Estep 
Score: -8042702.500000 Penalty: 2757.778564
	Iteration 0F: 2 clusters Score -8042702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7997543.000000 Penalty: 5515.557129
	Iteration 0F: 3 clusters Score -7997543 nChanged 31487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -8015182.500000 Penalty: 5515.557129
	Iteration 1F: 3 clusters Score -8015182 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -8016004.500000 Penalty: 5515.557129
	Iteration 2Q: 3 clusters Score -8016004 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -8016871.500000 Penalty: 5515.557129
	Iteration 3Q: 3 clusters Score -8016872 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -8017914.500000 Penalty: 5515.557129
	Iteration 4Q: 3 clusters Score -8017914 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -8019214.000000 Penalty: 5515.557129
	Iteration 5Q: 3 clusters Score -8019214 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8020966.000000 Penalty: 5515.557129
	Iteration 6Q: 3 clusters Score -8020966 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8023380.500000 Penalty: 5515.557129
	Iteration 7F: 3 clusters Score -8023380 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -8026647.500000 Penalty: 5515.557129
	Iteration 8F: 3 clusters Score -8026648 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -8030372.500000 Penalty: 5515.557129
	Iteration 9F: 3 clusters Score -8030372 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -8034205.000000 Penalty: 5515.557129
	Iteration 10F: 3 clusters Score -8034205 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8036974.000000 Penalty: 5515.557129
	Iteration 11Q: 3 clusters Score -8036974 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8038548.500000 Penalty: 5515.557129
	Iteration 12Q: 3 clusters Score -8038548 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8039376.500000 Penalty: 5515.557129
	Iteration 13Q: 3 clusters Score -8039376 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8039909.000000 Penalty: 5515.557129
	Iteration 14Q: 3 clusters Score -8039909 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8040139.000000 Penalty: 5515.557129
	Iteration 15Q: 3 clusters Score -8040139 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8040259.500000 Penalty: 5515.557129
	Iteration 16Q: 3 clusters Score -8040260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8040341.000000 Penalty: 5515.557129
	Iteration 17Q: 3 clusters Score -8040341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8040408.500000 Penalty: 5515.557129
	Iteration 18Q: 3 clusters Score -8040408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8040451.000000 Penalty: 5515.557129
	Iteration 19Q: 3 clusters Score -8040451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8040464.500000 Penalty: 5515.557129
	Iteration 20F: 3 clusters Score -8040464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8040476.500000 Penalty: 5515.557129
	Iteration 21Q: 3 clusters Score -8040476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8040496.000000 Penalty: 5515.557129
	Iteration 22Q: 3 clusters Score -8040496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8040503.000000 Penalty: 5515.557129
	Iteration 23Q: 3 clusters Score -8040503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8040505.000000 Penalty: 5515.557129
	Iteration 24Q: 3 clusters Score -8040505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8040517.500000 Penalty: 5515.557129
	Iteration 25Q: 3 clusters Score -8040518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8040530.500000 Penalty: 5515.557129
	Iteration 26Q: 3 clusters Score -8040530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8040530.000000 Penalty: 5515.557129
	Iteration 27Q: 3 clusters Score -8040530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8040541.000000 Penalty: 5515.557129
	Iteration 28Q: 3 clusters Score -8040541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8040539.000000 Penalty: 5515.557129
	Iteration 29Q: 3 clusters Score -8040539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8040542.000000 Penalty: 5515.557129
	Iteration 30Q: 3 clusters Score -8040542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8040540.000000 Penalty: 5515.557129
	Iteration 31Q: 3 clusters Score -8040540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8040546.000000 Penalty: 5515.557129
	Iteration 32Q: 3 clusters Score -8040546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8040546.500000 Penalty: 5515.557129
	Iteration 33Q: 3 clusters Score -8040546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8040551.500000 Penalty: 5515.557129
	Iteration 34Q: 3 clusters Score -8040552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8040554.000000 Penalty: 5515.557129
	Iteration 35Q: 3 clusters Score -8040554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8040558.000000 Penalty: 5515.557129
	Iteration 36Q: 3 clusters Score -8040558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8040558.500000 Penalty: 5515.557129
	Iteration 37Q: 3 clusters Score -8040558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8040562.500000 Penalty: 5515.557129
	Iteration 38Q: 3 clusters Score -8040562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8040563.000000 Penalty: 5515.557129
	Iteration 39Q: 3 clusters Score -8040563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8040562.000000 Penalty: 5515.557129
	Iteration 40F: 3 clusters Score -8040562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8040569.000000 Penalty: 5515.557129
	Iteration 41Q: 3 clusters Score -8040569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8040567.500000 Penalty: 5515.557129
	Iteration 42Q: 3 clusters Score -8040568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8040566.500000 Penalty: 5515.557129
	Iteration 43Q: 3 clusters Score -8040566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8040571.000000 Penalty: 5515.557129
	Iteration 44Q: 3 clusters Score -8040571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8040572.500000 Penalty: 5515.557129
	Iteration 45Q: 3 clusters Score -8040572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8040572.500000 Penalty: 5515.557129
	Iteration 46Q: 3 clusters Score -8040572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8040571.500000 Penalty: 5515.557129
	Iteration 47Q: 3 clusters Score -8040572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8040574.500000 Penalty: 5515.557129
	Iteration 48Q: 3 clusters Score -8040574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8040577.500000 Penalty: 5515.557129
	Iteration 49Q: 3 clusters Score -8040578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8040577.000000 Penalty: 5515.557129
	Iteration 50Q: 3 clusters Score -8040577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8040579.500000 Penalty: 5515.557129
	Iteration 51Q: 3 clusters Score -8040580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8040586.000000 Penalty: 5515.557129
	Iteration 52Q: 3 clusters Score -8040586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8040586.000000 Penalty: 5515.557129
	Iteration 53Q: 3 clusters Score -8040586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8040588.500000 Penalty: 5515.557129
	Iteration 54Q: 3 clusters Score -8040588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8040586.500000 Penalty: 5515.557129
	Iteration 55Q: 3 clusters Score -8040586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8040583.500000 Penalty: 5515.557129
	Iteration 56Q: 3 clusters Score -8040584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8040587.500000 Penalty: 5515.557129
	Iteration 57Q: 3 clusters Score -8040588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8040588.000000 Penalty: 5515.557129
	Iteration 58Q: 3 clusters Score -8040588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8040589.500000 Penalty: 5515.557129
	Iteration 59Q: 3 clusters Score -8040590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8040583.000000 Penalty: 5515.557129
	Iteration 60F: 3 clusters Score -8040583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8040590.500000 Penalty: 5515.557129
	Iteration 61Q: 3 clusters Score -8040590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8040590.500000 Penalty: 5515.557129
	Iteration 62F: 3 clusters Score -8040590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -163715.890625 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -163715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161455.031250 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -161455 nChanged 484
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: -161955.031250 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -161955 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162225.187500 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -162225.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162453.140625 Penalty: 3654.696289
	Iteration 3F: 3 clusters Score -162453.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162631.984375 Penalty: 3654.696289
	Iteration 4F: 3 clusters Score -162632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -162837.109375 Penalty: 3654.696289
	Iteration 5F: 3 clusters Score -162837.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162987.125000 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -162987.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163062.390625 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -163062.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163101.406250 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -163101.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163126.687500 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -163126.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163137.875000 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -163137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163150.703125 Penalty: 3654.696289
	Iteration 11Q: 3 clusters Score -163150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163157.984375 Penalty: 3654.696289
	Iteration 12Q: 3 clusters Score -163158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163162.609375 Penalty: 3654.696289
	Iteration 13Q: 3 clusters Score -163162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163164.921875 Penalty: 3654.696289
	Iteration 14Q: 3 clusters Score -163164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163166.265625 Penalty: 3654.696289
	Iteration 15Q: 3 clusters Score -163166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163166.265625 Penalty: 3654.696289
	Iteration 16F: 3 clusters Score -163166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -669122.625000 Penalty: 2148.472656
	Iteration 0F: 2 clusters Score -669122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -664079.437500 Penalty: 4296.945312
	Iteration 0F: 3 clusters Score -664079.4 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -665315.187500 Penalty: 4296.945312
	Iteration 1F: 3 clusters Score -665315.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -665516.812500 Penalty: 4296.945312
	Iteration 2F: 3 clusters Score -665516.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -665645.375000 Penalty: 4296.945312
	Iteration 3Q: 3 clusters Score -665645.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -665752.312500 Penalty: 4296.945312
	Iteration 4Q: 3 clusters Score -665752.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -665854.312500 Penalty: 4296.945312
	Iteration 5Q: 3 clusters Score -665854.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -665933.000000 Penalty: 4296.945312
	Iteration 6Q: 3 clusters Score -665933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -665995.437500 Penalty: 4296.945312
	Iteration 7Q: 3 clusters Score -665995.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -666061.687500 Penalty: 4296.945312
	Iteration 8Q: 3 clusters Score -666061.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -666120.375000 Penalty: 4296.945312
	Iteration 9Q: 3 clusters Score -666120.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -666161.250000 Penalty: 4296.945312
	Iteration 10Q: 3 clusters Score -666161.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -666200.437500 Penalty: 4296.945312
	Iteration 11Q: 3 clusters Score -666200.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -666248.500000 Penalty: 4296.945312
	Iteration 12Q: 3 clusters Score -666248.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -666306.125000 Penalty: 4296.945312
	Iteration 13Q: 3 clusters Score -666306.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -666372.375000 Penalty: 4296.945312
	Iteration 14Q: 3 clusters Score -666372.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -666436.437500 Penalty: 4296.945312
	Iteration 15Q: 3 clusters Score -666436.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -666504.000000 Penalty: 4296.945312
	Iteration 16Q: 3 clusters Score -666504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -666587.687500 Penalty: 4296.945312
	Iteration 17Q: 3 clusters Score -666587.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -666680.000000 Penalty: 4296.945312
	Iteration 18Q: 3 clusters Score -666680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -666812.000000 Penalty: 4296.945312
	Iteration 19Q: 3 clusters Score -666812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -666929.187500 Penalty: 4296.945312
	Iteration 20F: 3 clusters Score -666929.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -667032.125000 Penalty: 4296.945312
	Iteration 21Q: 3 clusters Score -667032.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -667126.437500 Penalty: 4296.945312
	Iteration 22Q: 3 clusters Score -667126.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -667196.437500 Penalty: 4296.945312
	Iteration 23Q: 3 clusters Score -667196.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -667260.875000 Penalty: 4296.945312
	Iteration 24Q: 3 clusters Score -667260.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -667312.937500 Penalty: 4296.945312
	Iteration 25Q: 3 clusters Score -667312.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -667360.312500 Penalty: 4296.945312
	Iteration 26Q: 3 clusters Score -667360.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -667418.687500 Penalty: 4296.945312
	Iteration 27Q: 3 clusters Score -667418.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -667468.812500 Penalty: 4296.945312
	Iteration 28Q: 3 clusters Score -667468.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -667513.375000 Penalty: 4296.945312
	Iteration 29Q: 3 clusters Score -667513.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -667544.000000 Penalty: 4296.945312
	Iteration 30Q: 3 clusters Score -667544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -667578.500000 Penalty: 4296.945312
	Iteration 31Q: 3 clusters Score -667578.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -667609.312500 Penalty: 4296.945312
	Iteration 32Q: 3 clusters Score -667609.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -667636.250000 Penalty: 4296.945312
	Iteration 33Q: 3 clusters Score -667636.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -667657.312500 Penalty: 4296.945312
	Iteration 34Q: 3 clusters Score -667657.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -667670.062500 Penalty: 4296.945312
	Iteration 35Q: 3 clusters Score -667670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -667676.250000 Penalty: 4296.945312
	Iteration 36Q: 3 clusters Score -667676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -667678.812500 Penalty: 4296.945312
	Iteration 37Q: 3 clusters Score -667678.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -667686.250000 Penalty: 4296.945312
	Iteration 38Q: 3 clusters Score -667686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -667686.437500 Penalty: 4296.945312
	Iteration 39Q: 3 clusters Score -667686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -667689.812500 Penalty: 4296.945312
	Iteration 40F: 3 clusters Score -667689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -667692.187500 Penalty: 4296.945312
	Iteration 41Q: 3 clusters Score -667692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -667691.125000 Penalty: 4296.945312
	Iteration 42Q: 3 clusters Score -667691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -667691.187500 Penalty: 4296.945312
	Iteration 43Q: 3 clusters Score -667691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -667693.625000 Penalty: 4296.945312
	Iteration 44Q: 3 clusters Score -667693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -667694.187500 Penalty: 4296.945312
	Iteration 45Q: 3 clusters Score -667694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -667695.187500 Penalty: 4296.945312
	Iteration 46Q: 3 clusters Score -667695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -667696.937500 Penalty: 4296.945312
	Iteration 47Q: 3 clusters Score -667696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -667696.312500 Penalty: 4296.945312
	Iteration 48Q: 3 clusters Score -667696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -667698.437500 Penalty: 4296.945312
	Iteration 49Q: 3 clusters Score -667698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -667700.187500 Penalty: 4296.945312
	Iteration 50Q: 3 clusters Score -667700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -667700.187500 Penalty: 4296.945312
	Iteration 51Q: 3 clusters Score -667700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -667701.562500 Penalty: 4296.945312
	Iteration 52Q: 3 clusters Score -667701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -667702.062500 Penalty: 4296.945312
	Iteration 53Q: 3 clusters Score -667702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -667702.437500 Penalty: 4296.945312
	Iteration 54Q: 3 clusters Score -667702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -667701.625000 Penalty: 4296.945312
	Iteration 55Q: 3 clusters Score -667701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -667701.062500 Penalty: 4296.945312
	Iteration 56Q: 3 clusters Score -667701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -667702.875000 Penalty: 4296.945312
	Iteration 57Q: 3 clusters Score -667702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -667702.875000 Penalty: 4296.945312
	Iteration 58F: 3 clusters Score -667702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1322387.750000 Penalty: 2313.793213
	Iteration 0F: 2 clusters Score -1322388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1313972.125000 Penalty: 4627.586426
	Iteration 0F: 3 clusters Score -1313972 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1316558.250000 Penalty: 4627.586426
	Iteration 1F: 3 clusters Score -1316558 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1316997.250000 Penalty: 4627.586426
	Iteration 2F: 3 clusters Score -1316997 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1317327.750000 Penalty: 4627.586426
	Iteration 3F: 3 clusters Score -1317328 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1317578.500000 Penalty: 4627.586426
	Iteration 4Q: 3 clusters Score -1317578 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1317825.375000 Penalty: 4627.586426
	Iteration 5Q: 3 clusters Score -1317825 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1318091.000000 Penalty: 4627.586426
	Iteration 6Q: 3 clusters Score -1318091 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1318368.125000 Penalty: 4627.586426
	Iteration 7Q: 3 clusters Score -1318368 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1318659.750000 Penalty: 4627.586426
	Iteration 8Q: 3 clusters Score -1318660 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1318989.625000 Penalty: 4627.586426
	Iteration 9Q: 3 clusters Score -1318990 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1319306.375000 Penalty: 4627.586426
	Iteration 10Q: 3 clusters Score -1319306 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1319678.250000 Penalty: 4627.586426
	Iteration 11Q: 3 clusters Score -1319678 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1320084.625000 Penalty: 4627.586426
	Iteration 12Q: 3 clusters Score -1320085 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1320439.000000 Penalty: 4627.586426
	Iteration 13Q: 3 clusters Score -1320439 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1320706.875000 Penalty: 4627.586426
	Iteration 14Q: 3 clusters Score -1320707 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1320892.625000 Penalty: 4627.586426
	Iteration 15Q: 3 clusters Score -1320893 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1321020.250000 Penalty: 4627.586426
	Iteration 16Q: 3 clusters Score -1321020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1321108.500000 Penalty: 4627.586426
	Iteration 17Q: 3 clusters Score -1321108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1321178.750000 Penalty: 4627.586426
	Iteration 18Q: 3 clusters Score -1321179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1321231.750000 Penalty: 4627.586426
	Iteration 19Q: 3 clusters Score -1321232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1321253.750000 Penalty: 4627.586426
	Iteration 20F: 3 clusters Score -1321254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1321268.625000 Penalty: 4627.586426
	Iteration 21Q: 3 clusters Score -1321269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1321276.125000 Penalty: 4627.586426
	Iteration 22Q: 3 clusters Score -1321276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1321274.750000 Penalty: 4627.586426
	Iteration 23Q: 3 clusters Score -1321275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1321277.000000 Penalty: 4627.586426
	Iteration 24Q: 3 clusters Score -1321277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1321280.875000 Penalty: 4627.586426
	Iteration 25Q: 3 clusters Score -1321281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1321280.500000 Penalty: 4627.586426
	Iteration 26Q: 3 clusters Score -1321280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1321281.500000 Penalty: 4627.586426
	Iteration 27Q: 3 clusters Score -1321282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1321284.875000 Penalty: 4627.586426
	Iteration 28Q: 3 clusters Score -1321285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1321283.875000 Penalty: 4627.586426
	Iteration 29Q: 3 clusters Score -1321284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1321284.375000 Penalty: 4627.586426
	Iteration 30Q: 3 clusters Score -1321284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1321286.250000 Penalty: 4627.586426
	Iteration 31Q: 3 clusters Score -1321286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1321288.875000 Penalty: 4627.586426
	Iteration 32Q: 3 clusters Score -1321289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1321291.875000 Penalty: 4627.586426
	Iteration 33Q: 3 clusters Score -1321292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1321293.625000 Penalty: 4627.586426
	Iteration 34Q: 3 clusters Score -1321294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1321293.625000 Penalty: 4627.586426
	Iteration 35F: 3 clusters Score -1321294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -320127.625000 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -320127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -316936.375000 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -316936.4 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317676.906250 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -317676.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -317874.593750 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -317874.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -318008.781250 Penalty: 3970.827637
	Iteration 3F: 3 clusters Score -318008.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -318123.750000 Penalty: 3970.827637
	Iteration 4Q: 3 clusters Score -318123.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -318250.500000 Penalty: 3970.827637
	Iteration 5Q: 3 clusters Score -318250.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -318415.750000 Penalty: 3970.827637
	Iteration 6Q: 3 clusters Score -318415.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -318615.218750 Penalty: 3970.827637
	Iteration 7F: 3 clusters Score -318615.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -318780.093750 Penalty: 3970.827637
	Iteration 8F: 3 clusters Score -318780.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -318938.500000 Penalty: 3970.827637
	Iteration 9F: 3 clusters Score -318938.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -319077.656250 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -319077.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -319214.843750 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -319214.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -319291.750000 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -319291.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -319341.781250 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -319341.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -319374.812500 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -319374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -319389.125000 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -319389.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -319397.437500 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -319397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -319401.812500 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -319401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -319405.812500 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -319405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -319405.875000 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -319405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -319405.875000 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -319405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -263401.781250 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -263401.8 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 1185 members 
Entering Unmasked Estep 
Score: -260543.312500 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -260543.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -261101.218750 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -261101.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261258.328125 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -261258.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261334.796875 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -261334.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -261389.718750 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -261389.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -261431.859375 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -261431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261460.750000 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -261460.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -261484.500000 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -261484.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261501.140625 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -261501.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261520.500000 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -261520.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -261547.531250 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -261547.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -261571.125000 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -261571.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261594.125000 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -261594.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -261623.187500 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -261623.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -261648.750000 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -261648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -261676.140625 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -261676.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -261702.671875 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -261702.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -261718.703125 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -261718.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261730.531250 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -261730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -261745.156250 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -261745.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -261774.234375 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -261774.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -261797.843750 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -261797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -261815.890625 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -261815.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261838.375000 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -261838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -261857.828125 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -261857.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -261876.640625 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -261876.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -261894.031250 Penalty: 3851.301270
	Iteration 26Q: 3 clusters Score -261894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -261908.734375 Penalty: 3851.301270
	Iteration 27Q: 3 clusters Score -261908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -261925.500000 Penalty: 3851.301270
	Iteration 28Q: 3 clusters Score -261925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -261939.765625 Penalty: 3851.301270
	Iteration 29Q: 3 clusters Score -261939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -261949.578125 Penalty: 3851.301270
	Iteration 30Q: 3 clusters Score -261949.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -261960.703125 Penalty: 3851.301270
	Iteration 31Q: 3 clusters Score -261960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -261969.703125 Penalty: 3851.301270
	Iteration 32Q: 3 clusters Score -261969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -261978.281250 Penalty: 3851.301270
	Iteration 33Q: 3 clusters Score -261978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -261987.921875 Penalty: 3851.301270
	Iteration 34Q: 3 clusters Score -261987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261996.890625 Penalty: 3851.301270
	Iteration 35Q: 3 clusters Score -261996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -262004.921875 Penalty: 3851.301270
	Iteration 36Q: 3 clusters Score -262004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -262017.437500 Penalty: 3851.301270
	Iteration 37Q: 3 clusters Score -262017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -262021.187500 Penalty: 3851.301270
	Iteration 38Q: 3 clusters Score -262021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -262026.953125 Penalty: 3851.301270
	Iteration 39Q: 3 clusters Score -262027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -262033.734375 Penalty: 3851.301270
	Iteration 40F: 3 clusters Score -262033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -262042.515625 Penalty: 3851.301270
	Iteration 41Q: 3 clusters Score -262042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -262047.968750 Penalty: 3851.301270
	Iteration 42Q: 3 clusters Score -262048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262049.531250 Penalty: 3851.301270
	Iteration 43Q: 3 clusters Score -262049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -262053.421875 Penalty: 3851.301270
	Iteration 44Q: 3 clusters Score -262053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -262058.359375 Penalty: 3851.301270
	Iteration 45Q: 3 clusters Score -262058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -262061.156250 Penalty: 3851.301270
	Iteration 46Q: 3 clusters Score -262061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262063.078125 Penalty: 3851.301270
	Iteration 47Q: 3 clusters Score -262063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -262068.187500 Penalty: 3851.301270
	Iteration 48Q: 3 clusters Score -262068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -262076.031250 Penalty: 3851.301270
	Iteration 49Q: 3 clusters Score -262076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -262082.750000 Penalty: 3851.301270
	Iteration 50Q: 3 clusters Score -262082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -262086.703125 Penalty: 3851.301270
	Iteration 51Q: 3 clusters Score -262086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -262093.093750 Penalty: 3851.301270
	Iteration 52Q: 3 clusters Score -262093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -262096.546875 Penalty: 3851.301270
	Iteration 53Q: 3 clusters Score -262096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262107.015625 Penalty: 3851.301270
	Iteration 54Q: 3 clusters Score -262107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -262117.750000 Penalty: 3851.301270
	Iteration 55Q: 3 clusters Score -262117.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -262130.687500 Penalty: 3851.301270
	Iteration 56Q: 3 clusters Score -262130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -262144.281250 Penalty: 3851.301270
	Iteration 57Q: 3 clusters Score -262144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -262158.125000 Penalty: 3851.301270
	Iteration 58Q: 3 clusters Score -262158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -262168.468750 Penalty: 3851.301270
	Iteration 59Q: 3 clusters Score -262168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -262180.687500 Penalty: 3851.301270
	Iteration 60F: 3 clusters Score -262180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -262188.812500 Penalty: 3851.301270
	Iteration 61Q: 3 clusters Score -262188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -262192.750000 Penalty: 3851.301270
	Iteration 62Q: 3 clusters Score -262192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -262197.937500 Penalty: 3851.301270
	Iteration 63Q: 3 clusters Score -262197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -262200.437500 Penalty: 3851.301270
	Iteration 64Q: 3 clusters Score -262200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -262202.093750 Penalty: 3851.301270
	Iteration 65Q: 3 clusters Score -262202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -262207.875000 Penalty: 3851.301270
	Iteration 66Q: 3 clusters Score -262207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -262212.281250 Penalty: 3851.301270
	Iteration 67Q: 3 clusters Score -262212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -262217.656250 Penalty: 3851.301270
	Iteration 68Q: 3 clusters Score -262217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -262221.906250 Penalty: 3851.301270
	Iteration 69Q: 3 clusters Score -262221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -262226.406250 Penalty: 3851.301270
	Iteration 70Q: 3 clusters Score -262226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -262228.718750 Penalty: 3851.301270
	Iteration 71Q: 3 clusters Score -262228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -262230.500000 Penalty: 3851.301270
	Iteration 72Q: 3 clusters Score -262230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -262230.500000 Penalty: 3851.301270
	Iteration 73F: 3 clusters Score -262230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1342241.500000 Penalty: 2330.966553
	Iteration 0F: 2 clusters Score -1342242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1333305.000000 Penalty: 4661.933105
	Iteration 0F: 3 clusters Score -1333305 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1336393.500000 Penalty: 4661.933105
	Iteration 1F: 3 clusters Score -1336394 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1337207.250000 Penalty: 4661.933105
	Iteration 2F: 3 clusters Score -1337207 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1338222.000000 Penalty: 4661.933105
	Iteration 3F: 3 clusters Score -1338222 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1339055.250000 Penalty: 4661.933105
	Iteration 4F: 3 clusters Score -1339055 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1339630.250000 Penalty: 4661.933105
	Iteration 5F: 3 clusters Score -1339630 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1340085.125000 Penalty: 4661.933105
	Iteration 6Q: 3 clusters Score -1340085 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1340470.750000 Penalty: 4661.933105
	Iteration 7Q: 3 clusters Score -1340471 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1340768.375000 Penalty: 4661.933105
	Iteration 8Q: 3 clusters Score -1340768 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1340986.750000 Penalty: 4661.933105
	Iteration 9Q: 3 clusters Score -1340987 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1341174.250000 Penalty: 4661.933105
	Iteration 10Q: 3 clusters Score -1341174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1341327.375000 Penalty: 4661.933105
	Iteration 11Q: 3 clusters Score -1341327 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1341493.500000 Penalty: 4661.933105
	Iteration 12Q: 3 clusters Score -1341494 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1341667.500000 Penalty: 4661.933105
	Iteration 13Q: 3 clusters Score -1341668 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1341839.250000 Penalty: 4661.933105
	Iteration 14Q: 3 clusters Score -1341839 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1341981.500000 Penalty: 4661.933105
	Iteration 15Q: 3 clusters Score -1341982 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1342098.000000 Penalty: 4661.933105
	Iteration 16Q: 3 clusters Score -1342098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1342182.875000 Penalty: 4661.933105
	Iteration 17Q: 3 clusters Score -1342183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1342249.375000 Penalty: 4661.933105
	Iteration 18Q: 3 clusters Score -1342249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1342297.875000 Penalty: 4661.933105
	Iteration 19Q: 3 clusters Score -1342298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1342332.375000 Penalty: 4661.933105
	Iteration 20F: 3 clusters Score -1342332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1342354.500000 Penalty: 4661.933105
	Iteration 21Q: 3 clusters Score -1342354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1342378.750000 Penalty: 4661.933105
	Iteration 22Q: 3 clusters Score -1342379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1342400.250000 Penalty: 4661.933105
	Iteration 23Q: 3 clusters Score -1342400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1342415.375000 Penalty: 4661.933105
	Iteration 24Q: 3 clusters Score -1342415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1342431.125000 Penalty: 4661.933105
	Iteration 25Q: 3 clusters Score -1342431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1342456.375000 Penalty: 4661.933105
	Iteration 26Q: 3 clusters Score -1342456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1342490.875000 Penalty: 4661.933105
	Iteration 27Q: 3 clusters Score -1342491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1342513.250000 Penalty: 4661.933105
	Iteration 28Q: 3 clusters Score -1342513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1342529.875000 Penalty: 4661.933105
	Iteration 29Q: 3 clusters Score -1342530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1342549.500000 Penalty: 4661.933105
	Iteration 30Q: 3 clusters Score -1342550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1342568.625000 Penalty: 4661.933105
	Iteration 31Q: 3 clusters Score -1342569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1342587.875000 Penalty: 4661.933105
	Iteration 32Q: 3 clusters Score -1342588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1342595.750000 Penalty: 4661.933105
	Iteration 33Q: 3 clusters Score -1342596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1342607.000000 Penalty: 4661.933105
	Iteration 34Q: 3 clusters Score -1342607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1342612.000000 Penalty: 4661.933105
	Iteration 35Q: 3 clusters Score -1342612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1342617.000000 Penalty: 4661.933105
	Iteration 36Q: 3 clusters Score -1342617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1342619.625000 Penalty: 4661.933105
	Iteration 37Q: 3 clusters Score -1342620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1342626.250000 Penalty: 4661.933105
	Iteration 38Q: 3 clusters Score -1342626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1342627.500000 Penalty: 4661.933105
	Iteration 39Q: 3 clusters Score -1342628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1342631.500000 Penalty: 4661.933105
	Iteration 40F: 3 clusters Score -1342632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1342630.875000 Penalty: 4661.933105
	Iteration 41Q: 3 clusters Score -1342631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1342633.125000 Penalty: 4661.933105
	Iteration 42Q: 3 clusters Score -1342633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1342632.625000 Penalty: 4661.933105
	Iteration 43Q: 3 clusters Score -1342633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1342635.375000 Penalty: 4661.933105
	Iteration 44Q: 3 clusters Score -1342635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1342635.250000 Penalty: 4661.933105
	Iteration 45Q: 3 clusters Score -1342635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1342635.000000 Penalty: 4661.933105
	Iteration 46Q: 3 clusters Score -1342635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1342638.250000 Penalty: 4661.933105
	Iteration 47Q: 3 clusters Score -1342638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1342643.750000 Penalty: 4661.933105
	Iteration 48Q: 3 clusters Score -1342644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1342642.625000 Penalty: 4661.933105
	Iteration 49Q: 3 clusters Score -1342643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1342647.375000 Penalty: 4661.933105
	Iteration 50Q: 3 clusters Score -1342647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1342645.375000 Penalty: 4661.933105
	Iteration 51Q: 3 clusters Score -1342645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1342646.875000 Penalty: 4661.933105
	Iteration 52Q: 3 clusters Score -1342647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1342647.250000 Penalty: 4661.933105
	Iteration 53Q: 3 clusters Score -1342647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1342648.875000 Penalty: 4661.933105
	Iteration 54Q: 3 clusters Score -1342649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1342649.375000 Penalty: 4661.933105
	Iteration 55Q: 3 clusters Score -1342649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1342653.125000 Penalty: 4661.933105
	Iteration 56Q: 3 clusters Score -1342653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1342652.625000 Penalty: 4661.933105
	Iteration 57Q: 3 clusters Score -1342653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1342653.000000 Penalty: 4661.933105
	Iteration 58Q: 3 clusters Score -1342653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1342655.875000 Penalty: 4661.933105
	Iteration 59Q: 3 clusters Score -1342656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1342655.500000 Penalty: 4661.933105
	Iteration 60F: 3 clusters Score -1342656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1342655.500000 Penalty: 4661.933105
	Iteration 61Q: 3 clusters Score -1342656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1342659.250000 Penalty: 4661.933105
	Iteration 62Q: 3 clusters Score -1342659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1342661.000000 Penalty: 4661.933105
	Iteration 63Q: 3 clusters Score -1342661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1342663.625000 Penalty: 4661.933105
	Iteration 64Q: 3 clusters Score -1342664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1342662.875000 Penalty: 4661.933105
	Iteration 65Q: 3 clusters Score -1342663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1342670.875000 Penalty: 4661.933105
	Iteration 66Q: 3 clusters Score -1342671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1342668.250000 Penalty: 4661.933105
	Iteration 67Q: 3 clusters Score -1342668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1342671.750000 Penalty: 4661.933105
	Iteration 68Q: 3 clusters Score -1342672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1342672.750000 Penalty: 4661.933105
	Iteration 69Q: 3 clusters Score -1342673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1342672.000000 Penalty: 4661.933105
	Iteration 70Q: 3 clusters Score -1342672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1342670.500000 Penalty: 4661.933105
	Iteration 71Q: 3 clusters Score -1342670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1342672.875000 Penalty: 4661.933105
	Iteration 72Q: 3 clusters Score -1342673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1342673.250000 Penalty: 4661.933105
	Iteration 73Q: 3 clusters Score -1342673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1342673.250000 Penalty: 4661.933105
	Iteration 74Q: 3 clusters Score -1342673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1342673.125000 Penalty: 4661.933105
	Iteration 75Q: 3 clusters Score -1342673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1342675.375000 Penalty: 4661.933105
	Iteration 76Q: 3 clusters Score -1342675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1342674.875000 Penalty: 4661.933105
	Iteration 77Q: 3 clusters Score -1342675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1342677.625000 Penalty: 4661.933105
	Iteration 78Q: 3 clusters Score -1342678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1342678.750000 Penalty: 4661.933105
	Iteration 79Q: 3 clusters Score -1342679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1342679.625000 Penalty: 4661.933105
	Iteration 80F: 3 clusters Score -1342680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1342684.125000 Penalty: 4661.933105
	Iteration 81Q: 3 clusters Score -1342684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1342684.750000 Penalty: 4661.933105
	Iteration 82Q: 3 clusters Score -1342685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1342681.250000 Penalty: 4661.933105
	Iteration 83Q: 3 clusters Score -1342681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1342687.500000 Penalty: 4661.933105
	Iteration 84Q: 3 clusters Score -1342688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1342686.250000 Penalty: 4661.933105
	Iteration 85Q: 3 clusters Score -1342686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1342687.500000 Penalty: 4661.933105
	Iteration 86Q: 3 clusters Score -1342688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1342686.250000 Penalty: 4661.933105
	Iteration 87Q: 3 clusters Score -1342686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1342686.250000 Penalty: 4661.933105
	Iteration 88F: 3 clusters Score -1342686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77511 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 6255 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8660 members 
Entering Unmasked Estep 
Score: -45031088.000000 Penalty: 95840.296875
Splitting cluster 9 changes total score from -45031656.000000 to -45031088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Entering Unmasked Estep 
Score: -605495.000000 Penalty: 2121.847412
	Iteration 0F: 2 clusters Score -605495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -600848.000000 Penalty: 4243.694824
	Iteration 0F: 3 clusters Score -600848 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -602052.125000 Penalty: 4243.694824
	Iteration 1F: 3 clusters Score -602052.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -602292.687500 Penalty: 4243.694824
	Iteration 2F: 3 clusters Score -602292.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -602422.812500 Penalty: 4243.694824
	Iteration 3F: 3 clusters Score -602422.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -602512.312500 Penalty: 4243.694824
	Iteration 4Q: 3 clusters Score -602512.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -602588.000000 Penalty: 4243.694824
	Iteration 5Q: 3 clusters Score -602588 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -602652.625000 Penalty: 4243.694824
	Iteration 6Q: 3 clusters Score -602652.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -602710.062500 Penalty: 4243.694824
	Iteration 7Q: 3 clusters Score -602710.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -602755.312500 Penalty: 4243.694824
	Iteration 8Q: 3 clusters Score -602755.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -602796.687500 Penalty: 4243.694824
	Iteration 9Q: 3 clusters Score -602796.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -602843.937500 Penalty: 4243.694824
	Iteration 10Q: 3 clusters Score -602843.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -602885.875000 Penalty: 4243.694824
	Iteration 11Q: 3 clusters Score -602885.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -602921.562500 Penalty: 4243.694824
	Iteration 12Q: 3 clusters Score -602921.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -602955.937500 Penalty: 4243.694824
	Iteration 13Q: 3 clusters Score -602955.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -602988.562500 Penalty: 4243.694824
	Iteration 14Q: 3 clusters Score -602988.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -603025.312500 Penalty: 4243.694824
	Iteration 15Q: 3 clusters Score -603025.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -603065.062500 Penalty: 4243.694824
	Iteration 16Q: 3 clusters Score -603065.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -603100.812500 Penalty: 4243.694824
	Iteration 17Q: 3 clusters Score -603100.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -603135.812500 Penalty: 4243.694824
	Iteration 18Q: 3 clusters Score -603135.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -603171.000000 Penalty: 4243.694824
	Iteration 19Q: 3 clusters Score -603171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -603203.375000 Penalty: 4243.694824
	Iteration 20F: 3 clusters Score -603203.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -603241.437500 Penalty: 4243.694824
	Iteration 21Q: 3 clusters Score -603241.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -603285.500000 Penalty: 4243.694824
	Iteration 22Q: 3 clusters Score -603285.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -603334.125000 Penalty: 4243.694824
	Iteration 23Q: 3 clusters Score -603334.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -603383.062500 Penalty: 4243.694824
	Iteration 24Q: 3 clusters Score -603383.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -603437.000000 Penalty: 4243.694824
	Iteration 25Q: 3 clusters Score -603437 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -603494.187500 Penalty: 4243.694824
	Iteration 26Q: 3 clusters Score -603494.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -603551.625000 Penalty: 4243.694824
	Iteration 27Q: 3 clusters Score -603551.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -603621.187500 Penalty: 4243.694824
	Iteration 28Q: 3 clusters Score -603621.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -603692.437500 Penalty: 4243.694824
	Iteration 29Q: 3 clusters Score -603692.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -603751.937500 Penalty: 4243.694824
	Iteration 30Q: 3 clusters Score -603751.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -603799.125000 Penalty: 4243.694824
	Iteration 31Q: 3 clusters Score -603799.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -603835.812500 Penalty: 4243.694824
	Iteration 32Q: 3 clusters Score -603835.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -603867.750000 Penalty: 4243.694824
	Iteration 33Q: 3 clusters Score -603867.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -603889.937500 Penalty: 4243.694824
	Iteration 34Q: 3 clusters Score -603889.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -603911.000000 Penalty: 4243.694824
	Iteration 35Q: 3 clusters Score -603911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -603936.125000 Penalty: 4243.694824
	Iteration 36Q: 3 clusters Score -603936.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -603959.625000 Penalty: 4243.694824
	Iteration 37Q: 3 clusters Score -603959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -603977.750000 Penalty: 4243.694824
	Iteration 38Q: 3 clusters Score -603977.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -603992.937500 Penalty: 4243.694824
	Iteration 39Q: 3 clusters Score -603992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -603999.000000 Penalty: 4243.694824
	Iteration 40F: 3 clusters Score -603999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -604006.937500 Penalty: 4243.694824
	Iteration 41Q: 3 clusters Score -604006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -604012.687500 Penalty: 4243.694824
	Iteration 42Q: 3 clusters Score -604012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -604015.750000 Penalty: 4243.694824
	Iteration 43Q: 3 clusters Score -604015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -604018.687500 Penalty: 4243.694824
	Iteration 44Q: 3 clusters Score -604018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -604021.125000 Penalty: 4243.694824
	Iteration 45Q: 3 clusters Score -604021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -604021.437500 Penalty: 4243.694824
	Iteration 46Q: 3 clusters Score -604021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -604022.875000 Penalty: 4243.694824
	Iteration 47Q: 3 clusters Score -604022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -604024.437500 Penalty: 4243.694824
	Iteration 48Q: 3 clusters Score -604024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -604025.000000 Penalty: 4243.694824
	Iteration 49Q: 3 clusters Score -604025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -604027.312500 Penalty: 4243.694824
	Iteration 50Q: 3 clusters Score -604027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -604027.562500 Penalty: 4243.694824
	Iteration 51Q: 3 clusters Score -604027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -604027.562500 Penalty: 4243.694824
	Iteration 52F: 3 clusters Score -604027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -380597.718750 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -380597.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377132.187500 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -377132.2 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -377959.062500 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -377959.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -378196.468750 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -378196.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -378383.062500 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -378383.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -378530.031250 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -378530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -378647.281250 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -378647.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -378759.968750 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -378760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -378876.593750 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -378876.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -379012.843750 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -379012.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -379151.000000 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -379151 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -379317.687500 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -379317.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -379441.000000 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -379441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -379550.468750 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -379550.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -379649.218750 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -379649.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -379728.562500 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -379728.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -379796.218750 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -379796.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -379865.812500 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -379865.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -379930.750000 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -379930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -379966.781250 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -379966.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -379985.437500 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -379985.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -380002.093750 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -380002.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -380025.437500 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -380025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -380041.312500 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -380041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -380047.500000 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -380047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -380048.187500 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -380048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -380048.625000 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -380048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -380048.625000 Penalty: 4026.778809
	Iteration 26F: 3 clusters Score -380048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Entering Unmasked Estep 
Score: -9363265.000000 Penalty: 2792.027344
	Iteration 0F: 2 clusters Score -9363265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -9311448.000000 Penalty: 5584.054688
	Iteration 0F: 3 clusters Score -9311448 nChanged 36353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9332143.000000 Penalty: 5584.054688
	Iteration 1F: 3 clusters Score -9332143 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -9332865.000000 Penalty: 5584.054688
	Iteration 2Q: 3 clusters Score -9332865 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -9333656.000000 Penalty: 5584.054688
	Iteration 3Q: 3 clusters Score -9333656 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -9334666.000000 Penalty: 5584.054688
	Iteration 4Q: 3 clusters Score -9334666 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -9335828.000000 Penalty: 5584.054688
	Iteration 5Q: 3 clusters Score -9335828 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -9337365.000000 Penalty: 5584.054688
	Iteration 6Q: 3 clusters Score -9337365 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -9339462.000000 Penalty: 5584.054688
	Iteration 7F: 3 clusters Score -9339462 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -9342010.000000 Penalty: 5584.054688
	Iteration 8F: 3 clusters Score -9342010 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -9344739.000000 Penalty: 5584.054688
	Iteration 9F: 3 clusters Score -9344739 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -9347775.000000 Penalty: 5584.054688
	Iteration 10F: 3 clusters Score -9347775 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -9350872.000000 Penalty: 5584.054688
	Iteration 11F: 3 clusters Score -9350872 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9353939.000000 Penalty: 5584.054688
	Iteration 12F: 3 clusters Score -9353939 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -9356499.000000 Penalty: 5584.054688
	Iteration 13Q: 3 clusters Score -9356499 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -9358529.000000 Penalty: 5584.054688
	Iteration 14Q: 3 clusters Score -9358529 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -9359622.000000 Penalty: 5584.054688
	Iteration 15Q: 3 clusters Score -9359622 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -9360236.000000 Penalty: 5584.054688
	Iteration 16Q: 3 clusters Score -9360236 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9360499.000000 Penalty: 5584.054688
	Iteration 17Q: 3 clusters Score -9360499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -9360670.000000 Penalty: 5584.054688
	Iteration 18Q: 3 clusters Score -9360670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -9360764.000000 Penalty: 5584.054688
	Iteration 19Q: 3 clusters Score -9360764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -9360835.000000 Penalty: 5584.054688
	Iteration 20F: 3 clusters Score -9360835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -9360861.000000 Penalty: 5584.054688
	Iteration 21Q: 3 clusters Score -9360861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9360879.000000 Penalty: 5584.054688
	Iteration 22Q: 3 clusters Score -9360879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -9360884.000000 Penalty: 5584.054688
	Iteration 23Q: 3 clusters Score -9360884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9360896.000000 Penalty: 5584.054688
	Iteration 24Q: 3 clusters Score -9360896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -9360906.000000 Penalty: 5584.054688
	Iteration 25Q: 3 clusters Score -9360906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -9360905.000000 Penalty: 5584.054688
	Iteration 26Q: 3 clusters Score -9360905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -9360907.000000 Penalty: 5584.054688
	Iteration 27Q: 3 clusters Score -9360907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -9360909.000000 Penalty: 5584.054688
	Iteration 28Q: 3 clusters Score -9360909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -9360921.000000 Penalty: 5584.054688
	Iteration 29Q: 3 clusters Score -9360921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -9360917.000000 Penalty: 5584.054688
	Iteration 30Q: 3 clusters Score -9360917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -9360926.000000 Penalty: 5584.054688
	Iteration 31Q: 3 clusters Score -9360926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -9360929.000000 Penalty: 5584.054688
	Iteration 32Q: 3 clusters Score -9360929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -9360928.000000 Penalty: 5584.054688
	Iteration 33Q: 3 clusters Score -9360928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9360926.000000 Penalty: 5584.054688
	Iteration 34Q: 3 clusters Score -9360926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -9360928.000000 Penalty: 5584.054688
	Iteration 35Q: 3 clusters Score -9360928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -9360931.000000 Penalty: 5584.054688
	Iteration 36Q: 3 clusters Score -9360931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -9360927.000000 Penalty: 5584.054688
	Iteration 37Q: 3 clusters Score -9360927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -9360924.000000 Penalty: 5584.054688
	Iteration 38Q: 3 clusters Score -9360924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -9360925.000000 Penalty: 5584.054688
	Iteration 39Q: 3 clusters Score -9360925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -9360925.000000 Penalty: 5584.054688
	Iteration 40F: 3 clusters Score -9360925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -533835.562500 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -533835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -529535.937500 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -529535.9 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -530649.187500 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -530649.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -530978.250000 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -530978.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -531265.062500 Penalty: 4194.364746
	Iteration 3F: 3 clusters Score -531265.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -531582.250000 Penalty: 4194.364746
	Iteration 4F: 3 clusters Score -531582.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -531936.500000 Penalty: 4194.364746
	Iteration 5F: 3 clusters Score -531936.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -532258.875000 Penalty: 4194.364746
	Iteration 6F: 3 clusters Score -532258.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -532459.000000 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -532459 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -532564.125000 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -532564.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -532624.812500 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -532624.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -532664.187500 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -532664.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -532686.625000 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -532686.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -532703.687500 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -532703.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -532713.687500 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -532713.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -532721.562500 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -532721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -532726.562500 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -532726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -532728.562500 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -532728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -532729.562500 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -532729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -532731.312500 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -532731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -532732.687500 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -532732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -532734.500000 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -532734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -532735.375000 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -532735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -532738.187500 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -532738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -532740.187500 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -532740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -532741.375000 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -532741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -532741.312500 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -532741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -532741.312500 Penalty: 4194.364746
	Iteration 26F: 3 clusters Score -532741.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -208474.031250 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -208474 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 977 members 
Entering Unmasked Estep 
Score: -205969.281250 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -205969.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206649.343750 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -206649.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -206987.968750 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -206988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -207348.531250 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -207348.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -207617.546875 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -207617.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -207802.359375 Penalty: 3766.313721
	Iteration 5F: 3 clusters Score -207802.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -207889.203125 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -207889.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -207933.671875 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -207933.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -207964.328125 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -207964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -207983.906250 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -207983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -207990.156250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -207990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -207993.734375 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -207993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -207996.562500 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -207996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -207997.796875 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -207997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -207999.171875 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -207999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -208005.343750 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -208005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -208009.578125 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -208009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -208015.203125 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -208015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -208019.734375 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -208019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -208021.312500 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -208021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -208024.437500 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -208024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -208028.156250 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -208028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -208030.953125 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -208031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -208033.359375 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -208033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -208039.140625 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -208039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -208042.359375 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -208042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -208043.171875 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -208043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -208043.718750 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -208043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -208043.718750 Penalty: 3766.313721
	Iteration 28F: 3 clusters Score -208043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1779395.375000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1779395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1768534.500000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1768534 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1771815.500000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1771816 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1772152.625000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1772153 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1772413.125000 Penalty: 4767.451660
	Iteration 3Q: 3 clusters Score -1772413 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1772632.750000 Penalty: 4767.451660
	Iteration 4Q: 3 clusters Score -1772633 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1772855.375000 Penalty: 4767.451660
	Iteration 5Q: 3 clusters Score -1772855 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1773071.000000 Penalty: 4767.451660
	Iteration 6Q: 3 clusters Score -1773071 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1773309.875000 Penalty: 4767.451660
	Iteration 7Q: 3 clusters Score -1773310 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1773580.375000 Penalty: 4767.451660
	Iteration 8Q: 3 clusters Score -1773580 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1773901.625000 Penalty: 4767.451660
	Iteration 9Q: 3 clusters Score -1773902 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1774304.000000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1774304 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1774743.250000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1774743 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1775171.500000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1775172 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1775559.875000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1775560 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1775894.750000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1775895 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1776168.750000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1776169 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1776401.250000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1776401 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1776557.125000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1776557 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1776687.125000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1776687 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1776789.000000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1776789 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1776890.375000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1776890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1776974.250000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -1776974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1777047.250000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -1777047 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1777101.125000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -1777101 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1777150.500000 Penalty: 4767.451660
	Iteration 24Q: 3 clusters Score -1777150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1777190.500000 Penalty: 4767.451660
	Iteration 25Q: 3 clusters Score -1777190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1777220.875000 Penalty: 4767.451660
	Iteration 26Q: 3 clusters Score -1777221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1777251.750000 Penalty: 4767.451660
	Iteration 27Q: 3 clusters Score -1777252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1777283.000000 Penalty: 4767.451660
	Iteration 28Q: 3 clusters Score -1777283 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1777307.750000 Penalty: 4767.451660
	Iteration 29Q: 3 clusters Score -1777308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1777327.875000 Penalty: 4767.451660
	Iteration 30Q: 3 clusters Score -1777328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1777342.125000 Penalty: 4767.451660
	Iteration 31Q: 3 clusters Score -1777342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1777363.625000 Penalty: 4767.451660
	Iteration 32Q: 3 clusters Score -1777364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1777379.250000 Penalty: 4767.451660
	Iteration 33Q: 3 clusters Score -1777379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1777390.750000 Penalty: 4767.451660
	Iteration 34Q: 3 clusters Score -1777391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1777397.500000 Penalty: 4767.451660
	Iteration 35Q: 3 clusters Score -1777398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1777404.500000 Penalty: 4767.451660
	Iteration 36Q: 3 clusters Score -1777404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1777413.125000 Penalty: 4767.451660
	Iteration 37Q: 3 clusters Score -1777413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1777418.750000 Penalty: 4767.451660
	Iteration 38Q: 3 clusters Score -1777419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1777430.500000 Penalty: 4767.451660
	Iteration 39Q: 3 clusters Score -1777430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1777440.000000 Penalty: 4767.451660
	Iteration 40F: 3 clusters Score -1777440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1777443.500000 Penalty: 4767.451660
	Iteration 41Q: 3 clusters Score -1777444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1777452.500000 Penalty: 4767.451660
	Iteration 42Q: 3 clusters Score -1777452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1777455.625000 Penalty: 4767.451660
	Iteration 43Q: 3 clusters Score -1777456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1777459.125000 Penalty: 4767.451660
	Iteration 44Q: 3 clusters Score -1777459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1777461.125000 Penalty: 4767.451660
	Iteration 45Q: 3 clusters Score -1777461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1777465.375000 Penalty: 4767.451660
	Iteration 46Q: 3 clusters Score -1777465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1777472.000000 Penalty: 4767.451660
	Iteration 47Q: 3 clusters Score -1777472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1777472.750000 Penalty: 4767.451660
	Iteration 48Q: 3 clusters Score -1777473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1777472.000000 Penalty: 4767.451660
	Iteration 49Q: 3 clusters Score -1777472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1777477.000000 Penalty: 4767.451660
	Iteration 50Q: 3 clusters Score -1777477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1777475.750000 Penalty: 4767.451660
	Iteration 51Q: 3 clusters Score -1777476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1777475.750000 Penalty: 4767.451660
	Iteration 52F: 3 clusters Score -1777476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Entering Unmasked Estep 
Score: -1459220.750000 Penalty: 2331.458740
	Iteration 0F: 2 clusters Score -1459221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1450197.875000 Penalty: 4662.917480
	Iteration 0F: 3 clusters Score -1450198 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1452866.250000 Penalty: 4662.917480
	Iteration 1F: 3 clusters Score -1452866 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1453180.500000 Penalty: 4662.917480
	Iteration 2F: 3 clusters Score -1453180 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1453416.250000 Penalty: 4662.917480
	Iteration 3Q: 3 clusters Score -1453416 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1453612.750000 Penalty: 4662.917480
	Iteration 4Q: 3 clusters Score -1453613 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1453805.625000 Penalty: 4662.917480
	Iteration 5Q: 3 clusters Score -1453806 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1454019.000000 Penalty: 4662.917480
	Iteration 6Q: 3 clusters Score -1454019 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1454226.500000 Penalty: 4662.917480
	Iteration 7Q: 3 clusters Score -1454226 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1454488.375000 Penalty: 4662.917480
	Iteration 8Q: 3 clusters Score -1454488 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1454842.500000 Penalty: 4662.917480
	Iteration 9Q: 3 clusters Score -1454842 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1455250.000000 Penalty: 4662.917480
	Iteration 10F: 3 clusters Score -1455250 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1455643.625000 Penalty: 4662.917480
	Iteration 11Q: 3 clusters Score -1455644 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1456012.250000 Penalty: 4662.917480
	Iteration 12Q: 3 clusters Score -1456012 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1456328.125000 Penalty: 4662.917480
	Iteration 13Q: 3 clusters Score -1456328 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1456559.375000 Penalty: 4662.917480
	Iteration 14Q: 3 clusters Score -1456559 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1456732.875000 Penalty: 4662.917480
	Iteration 15Q: 3 clusters Score -1456733 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1456848.250000 Penalty: 4662.917480
	Iteration 16Q: 3 clusters Score -1456848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1456943.125000 Penalty: 4662.917480
	Iteration 17Q: 3 clusters Score -1456943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1457019.125000 Penalty: 4662.917480
	Iteration 18Q: 3 clusters Score -1457019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1457063.125000 Penalty: 4662.917480
	Iteration 19Q: 3 clusters Score -1457063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1457104.500000 Penalty: 4662.917480
	Iteration 20F: 3 clusters Score -1457104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1457141.875000 Penalty: 4662.917480
	Iteration 21Q: 3 clusters Score -1457142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1457175.375000 Penalty: 4662.917480
	Iteration 22Q: 3 clusters Score -1457175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1457195.375000 Penalty: 4662.917480
	Iteration 23Q: 3 clusters Score -1457195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1457206.375000 Penalty: 4662.917480
	Iteration 24Q: 3 clusters Score -1457206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1457214.875000 Penalty: 4662.917480
	Iteration 25Q: 3 clusters Score -1457215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1457224.750000 Penalty: 4662.917480
	Iteration 26Q: 3 clusters Score -1457225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1457233.375000 Penalty: 4662.917480
	Iteration 27Q: 3 clusters Score -1457233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1457233.750000 Penalty: 4662.917480
	Iteration 28Q: 3 clusters Score -1457234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1457238.750000 Penalty: 4662.917480
	Iteration 29Q: 3 clusters Score -1457239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1457238.625000 Penalty: 4662.917480
	Iteration 30Q: 3 clusters Score -1457239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1457240.000000 Penalty: 4662.917480
	Iteration 31Q: 3 clusters Score -1457240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1457240.000000 Penalty: 4662.917480
	Iteration 32Q: 3 clusters Score -1457240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1457240.000000 Penalty: 4662.917480
	Iteration 33F: 3 clusters Score -1457240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1678177.625000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1678178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1667348.875000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1667349 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1671265.500000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1671266 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1672263.500000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1672264 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1673340.500000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1673340 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1674246.500000 Penalty: 4767.949219
	Iteration 4F: 3 clusters Score -1674246 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1674874.000000 Penalty: 4767.949219
	Iteration 5F: 3 clusters Score -1674874 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1675294.375000 Penalty: 4767.949219
	Iteration 6Q: 3 clusters Score -1675294 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1675545.750000 Penalty: 4767.949219
	Iteration 7Q: 3 clusters Score -1675546 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1675690.125000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1675690 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1675802.375000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1675802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1675881.500000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1675882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1675944.250000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1675944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1675991.250000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1675991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1676038.000000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1676038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1676083.875000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1676084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1676109.250000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1676109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1676129.250000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1676129 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1676146.625000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1676147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1676168.375000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1676168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1676185.125000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1676185 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1676201.000000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1676201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1676220.125000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1676220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1676233.125000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1676233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1676252.000000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1676252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1676267.250000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1676267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1676282.875000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1676283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1676297.750000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1676298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1676310.875000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1676311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1676326.000000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1676326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1676337.375000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1676337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1676362.875000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1676363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1676385.125000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1676385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1676403.750000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1676404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1676425.500000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1676426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1676447.000000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1676447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1676464.375000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1676464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1676480.125000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1676480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1676486.625000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1676487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1676500.125000 Penalty: 4767.949219
	Iteration 38Q: 3 clusters Score -1676500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1676519.375000 Penalty: 4767.949219
	Iteration 39Q: 3 clusters Score -1676519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1676536.750000 Penalty: 4767.949219
	Iteration 40F: 3 clusters Score -1676537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1676551.000000 Penalty: 4767.949219
	Iteration 41Q: 3 clusters Score -1676551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1676574.500000 Penalty: 4767.949219
	Iteration 42Q: 3 clusters Score -1676574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1676601.875000 Penalty: 4767.949219
	Iteration 43Q: 3 clusters Score -1676602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1676634.625000 Penalty: 4767.949219
	Iteration 44Q: 3 clusters Score -1676635 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1676655.625000 Penalty: 4767.949219
	Iteration 45Q: 3 clusters Score -1676656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1676699.750000 Penalty: 4767.949219
	Iteration 46Q: 3 clusters Score -1676700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1676730.125000 Penalty: 4767.949219
	Iteration 47Q: 3 clusters Score -1676730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1676763.875000 Penalty: 4767.949219
	Iteration 48Q: 3 clusters Score -1676764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1676786.250000 Penalty: 4767.949219
	Iteration 49Q: 3 clusters Score -1676786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1676815.500000 Penalty: 4767.949219
	Iteration 50Q: 3 clusters Score -1676816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1676837.000000 Penalty: 4767.949219
	Iteration 51Q: 3 clusters Score -1676837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1676854.375000 Penalty: 4767.949219
	Iteration 52Q: 3 clusters Score -1676854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1676882.125000 Penalty: 4767.949219
	Iteration 53Q: 3 clusters Score -1676882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1676908.750000 Penalty: 4767.949219
	Iteration 54Q: 3 clusters Score -1676909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1676930.375000 Penalty: 4767.949219
	Iteration 55Q: 3 clusters Score -1676930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1676950.625000 Penalty: 4767.949219
	Iteration 56Q: 3 clusters Score -1676951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1676972.375000 Penalty: 4767.949219
	Iteration 57Q: 3 clusters Score -1676972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1676977.875000 Penalty: 4767.949219
	Iteration 58Q: 3 clusters Score -1676978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1676995.250000 Penalty: 4767.949219
	Iteration 59Q: 3 clusters Score -1676995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1677006.000000 Penalty: 4767.949219
	Iteration 60F: 3 clusters Score -1677006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1677017.125000 Penalty: 4767.949219
	Iteration 61Q: 3 clusters Score -1677017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1677029.000000 Penalty: 4767.949219
	Iteration 62Q: 3 clusters Score -1677029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1677038.000000 Penalty: 4767.949219
	Iteration 63Q: 3 clusters Score -1677038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1677053.125000 Penalty: 4767.949219
	Iteration 64Q: 3 clusters Score -1677053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1677055.750000 Penalty: 4767.949219
	Iteration 65Q: 3 clusters Score -1677056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1677067.375000 Penalty: 4767.949219
	Iteration 66Q: 3 clusters Score -1677067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1677075.750000 Penalty: 4767.949219
	Iteration 67Q: 3 clusters Score -1677076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1677087.125000 Penalty: 4767.949219
	Iteration 68Q: 3 clusters Score -1677087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1677093.250000 Penalty: 4767.949219
	Iteration 69Q: 3 clusters Score -1677093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1677099.625000 Penalty: 4767.949219
	Iteration 70Q: 3 clusters Score -1677100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1677100.375000 Penalty: 4767.949219
	Iteration 71Q: 3 clusters Score -1677100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1677106.500000 Penalty: 4767.949219
	Iteration 72Q: 3 clusters Score -1677106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1677119.000000 Penalty: 4767.949219
	Iteration 73Q: 3 clusters Score -1677119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1677127.125000 Penalty: 4767.949219
	Iteration 74Q: 3 clusters Score -1677127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1677141.625000 Penalty: 4767.949219
	Iteration 75Q: 3 clusters Score -1677142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1677162.750000 Penalty: 4767.949219
	Iteration 76Q: 3 clusters Score -1677163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1677173.500000 Penalty: 4767.949219
	Iteration 77Q: 3 clusters Score -1677174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1677183.250000 Penalty: 4767.949219
	Iteration 78Q: 3 clusters Score -1677183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1677195.500000 Penalty: 4767.949219
	Iteration 79Q: 3 clusters Score -1677196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1677207.250000 Penalty: 4767.949219
	Iteration 80F: 3 clusters Score -1677207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1677209.875000 Penalty: 4767.949219
	Iteration 81Q: 3 clusters Score -1677210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1677223.500000 Penalty: 4767.949219
	Iteration 82Q: 3 clusters Score -1677224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1677233.375000 Penalty: 4767.949219
	Iteration 83Q: 3 clusters Score -1677233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1677241.500000 Penalty: 4767.949219
	Iteration 84Q: 3 clusters Score -1677242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1677255.250000 Penalty: 4767.949219
	Iteration 85Q: 3 clusters Score -1677255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1677257.500000 Penalty: 4767.949219
	Iteration 86Q: 3 clusters Score -1677258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1677261.875000 Penalty: 4767.949219
	Iteration 87Q: 3 clusters Score -1677262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1677265.125000 Penalty: 4767.949219
	Iteration 88Q: 3 clusters Score -1677265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1677269.000000 Penalty: 4767.949219
	Iteration 89Q: 3 clusters Score -1677269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1677269.750000 Penalty: 4767.949219
	Iteration 90Q: 3 clusters Score -1677270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1677276.875000 Penalty: 4767.949219
	Iteration 91Q: 3 clusters Score -1677277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1677276.000000 Penalty: 4767.949219
	Iteration 92Q: 3 clusters Score -1677276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1677279.125000 Penalty: 4767.949219
	Iteration 93Q: 3 clusters Score -1677279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1677283.625000 Penalty: 4767.949219
	Iteration 94Q: 3 clusters Score -1677284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1677284.750000 Penalty: 4767.949219
	Iteration 95Q: 3 clusters Score -1677285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1677290.625000 Penalty: 4767.949219
	Iteration 96Q: 3 clusters Score -1677291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1677287.875000 Penalty: 4767.949219
	Iteration 97Q: 3 clusters Score -1677288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1677294.125000 Penalty: 4767.949219
	Iteration 98Q: 3 clusters Score -1677294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1677295.750000 Penalty: 4767.949219
	Iteration 99Q: 3 clusters Score -1677296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1677304.250000 Penalty: 4767.949219
	Iteration 100F: 3 clusters Score -1677304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1677304.500000 Penalty: 4767.949219
	Iteration 101Q: 3 clusters Score -1677304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1677312.625000 Penalty: 4767.949219
	Iteration 102Q: 3 clusters Score -1677313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1677310.500000 Penalty: 4767.949219
	Iteration 103Q: 3 clusters Score -1677310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1677313.750000 Penalty: 4767.949219
	Iteration 104Q: 3 clusters Score -1677314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1677316.625000 Penalty: 4767.949219
	Iteration 105Q: 3 clusters Score -1677317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1677313.375000 Penalty: 4767.949219
	Iteration 106Q: 3 clusters Score -1677313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1677314.375000 Penalty: 4767.949219
	Iteration 107Q: 3 clusters Score -1677314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1677316.500000 Penalty: 4767.949219
	Iteration 108Q: 3 clusters Score -1677316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1677315.250000 Penalty: 4767.949219
	Iteration 109Q: 3 clusters Score -1677315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1677315.250000 Penalty: 4767.949219
	Iteration 110F: 3 clusters Score -1677315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -202136.234375 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -202136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -199654.328125 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -199654.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -200047.578125 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -200047.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200136.984375 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -200137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -200191.343750 Penalty: 3707.768311
	Iteration 3Q: 3 clusters Score -200191.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200240.531250 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -200240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -200280.437500 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -200280.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -200310.531250 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -200310.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -200340.484375 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -200340.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -200353.546875 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -200353.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -200364.765625 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -200364.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -200382.156250 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -200382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -200391.453125 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -200391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -200395.562500 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -200395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -200403.109375 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -200403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -200411.890625 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -200411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -200419.796875 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -200419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -200427.328125 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -200427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -200429.750000 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -200429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -200430.812500 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -200430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -200431.281250 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -200431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -200431.281250 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -200431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -316333.812500 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -316333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -313189.500000 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -313189.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -313816.687500 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -313816.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -313989.125000 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -313989.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -314118.687500 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -314118.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -314202.531250 Penalty: 3939.940186
	Iteration 4Q: 3 clusters Score -314202.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -314262.250000 Penalty: 3939.940186
	Iteration 5Q: 3 clusters Score -314262.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -314311.500000 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -314311.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -314352.312500 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -314352.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -314399.687500 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -314399.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -314460.250000 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -314460.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314525.187500 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -314525.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -314581.250000 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -314581.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -314642.687500 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -314642.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -314698.843750 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -314698.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -314752.718750 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -314752.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314814.468750 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -314814.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -314857.687500 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -314857.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -314897.531250 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -314897.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -314928.468750 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -314928.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -314956.250000 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -314956.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -314976.968750 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -314977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -314993.437500 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -314993.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -315011.000000 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -315011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -315031.843750 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -315031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -315047.968750 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -315048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -315059.125000 Penalty: 3939.940186
	Iteration 25Q: 3 clusters Score -315059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -315066.812500 Penalty: 3939.940186
	Iteration 26Q: 3 clusters Score -315066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -315073.000000 Penalty: 3939.940186
	Iteration 27Q: 3 clusters Score -315073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315076.250000 Penalty: 3939.940186
	Iteration 28Q: 3 clusters Score -315076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -315080.250000 Penalty: 3939.940186
	Iteration 29Q: 3 clusters Score -315080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -315083.250000 Penalty: 3939.940186
	Iteration 30Q: 3 clusters Score -315083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -315088.468750 Penalty: 3939.940186
	Iteration 31Q: 3 clusters Score -315088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315094.281250 Penalty: 3939.940186
	Iteration 32Q: 3 clusters Score -315094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -315096.437500 Penalty: 3939.940186
	Iteration 33Q: 3 clusters Score -315096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -315098.250000 Penalty: 3939.940186
	Iteration 34Q: 3 clusters Score -315098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -315098.500000 Penalty: 3939.940186
	Iteration 35Q: 3 clusters Score -315098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -315098.500000 Penalty: 3939.940186
	Iteration 36F: 3 clusters Score -315098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -499247.500000 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -499247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -495175.593750 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -495175.6 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -496266.187500 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -496266.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -496550.437500 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -496550.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -496796.062500 Penalty: 4153.854980
	Iteration 3F: 3 clusters Score -496796.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -496950.281250 Penalty: 4153.854980
	Iteration 4F: 3 clusters Score -496950.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -497078.406250 Penalty: 4153.854980
	Iteration 5Q: 3 clusters Score -497078.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -497243.343750 Penalty: 4153.854980
	Iteration 6Q: 3 clusters Score -497243.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -497420.593750 Penalty: 4153.854980
	Iteration 7Q: 3 clusters Score -497420.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -497629.062500 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -497629.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -497792.000000 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -497792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -497933.906250 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -497933.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -498031.562500 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -498031.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -498113.562500 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -498113.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -498174.125000 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -498174.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -498237.187500 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -498237.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -498295.000000 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -498295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -498346.625000 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -498346.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -498405.125000 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -498405.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -498457.875000 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -498457.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -498501.781250 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -498501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -498558.031250 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -498558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498628.218750 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -498628.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -498718.406250 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -498718.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -498863.375000 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -498863.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -499015.593750 Penalty: 4153.854980
	Iteration 24Q: 3 clusters Score -499015.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -499146.000000 Penalty: 4153.854980
	Iteration 25Q: 3 clusters Score -499146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -499207.906250 Penalty: 4153.854980
	Iteration 26Q: 3 clusters Score -499207.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -499226.031250 Penalty: 4153.854980
	Iteration 27Q: 3 clusters Score -499226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -499243.843750 Penalty: 4153.854980
	Iteration 28Q: 3 clusters Score -499243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -499252.843750 Penalty: 4153.854980
	Iteration 29Q: 3 clusters Score -499252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -499253.937500 Penalty: 4153.854980
	Iteration 30Q: 3 clusters Score -499253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -499254.093750 Penalty: 4153.854980
	Iteration 31Q: 3 clusters Score -499254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -499255.906250 Penalty: 4153.854980
	Iteration 32Q: 3 clusters Score -499255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -499257.000000 Penalty: 4153.854980
	Iteration 33Q: 3 clusters Score -499257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -499257.000000 Penalty: 4153.854980
	Iteration 34F: 3 clusters Score -499257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77511 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 6255 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 2592 members 
Entering Unmasked Estep 
Score: -45030596.000000 Penalty: 95840.296875
Splitting cluster 20 changes total score from -45031656.000000 to -45030596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -432261.656250 Penalty: 2079.261475
	Iteration 0F: 2 clusters Score -432261.7 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 2159 members 
Entering Unmasked Estep 
Score: -428189.656250 Penalty: 4158.522949
	Iteration 0F: 3 clusters Score -428189.7 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -429574.000000 Penalty: 4158.522949
	Iteration 1F: 3 clusters Score -429574 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -430223.625000 Penalty: 4158.522949
	Iteration 2F: 3 clusters Score -430223.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -430730.031250 Penalty: 4158.522949
	Iteration 3F: 3 clusters Score -430730 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -431062.843750 Penalty: 4158.522949
	Iteration 4F: 3 clusters Score -431062.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -431283.125000 Penalty: 4158.522949
	Iteration 5F: 3 clusters Score -431283.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -431450.000000 Penalty: 4158.522949
	Iteration 6Q: 3 clusters Score -431450 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -431551.562500 Penalty: 4158.522949
	Iteration 7Q: 3 clusters Score -431551.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -431629.375000 Penalty: 4158.522949
	Iteration 8Q: 3 clusters Score -431629.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431669.312500 Penalty: 4158.522949
	Iteration 9Q: 3 clusters Score -431669.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -431700.968750 Penalty: 4158.522949
	Iteration 10Q: 3 clusters Score -431701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -431724.562500 Penalty: 4158.522949
	Iteration 11Q: 3 clusters Score -431724.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -431751.781250 Penalty: 4158.522949
	Iteration 12Q: 3 clusters Score -431751.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -431774.687500 Penalty: 4158.522949
	Iteration 13Q: 3 clusters Score -431774.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -431801.406250 Penalty: 4158.522949
	Iteration 14Q: 3 clusters Score -431801.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -431825.812500 Penalty: 4158.522949
	Iteration 15Q: 3 clusters Score -431825.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -431849.250000 Penalty: 4158.522949
	Iteration 16Q: 3 clusters Score -431849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -431861.281250 Penalty: 4158.522949
	Iteration 17Q: 3 clusters Score -431861.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -431871.093750 Penalty: 4158.522949
	Iteration 18Q: 3 clusters Score -431871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -431882.031250 Penalty: 4158.522949
	Iteration 19Q: 3 clusters Score -431882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -431895.250000 Penalty: 4158.522949
	Iteration 20F: 3 clusters Score -431895.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -431909.593750 Penalty: 4158.522949
	Iteration 21Q: 3 clusters Score -431909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -431917.406250 Penalty: 4158.522949
	Iteration 22Q: 3 clusters Score -431917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -431925.343750 Penalty: 4158.522949
	Iteration 23Q: 3 clusters Score -431925.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -431936.781250 Penalty: 4158.522949
	Iteration 24Q: 3 clusters Score -431936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -431943.531250 Penalty: 4158.522949
	Iteration 25Q: 3 clusters Score -431943.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -431956.250000 Penalty: 4158.522949
	Iteration 26Q: 3 clusters Score -431956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -431966.218750 Penalty: 4158.522949
	Iteration 27Q: 3 clusters Score -431966.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -431972.781250 Penalty: 4158.522949
	Iteration 28Q: 3 clusters Score -431972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -431978.968750 Penalty: 4158.522949
	Iteration 29Q: 3 clusters Score -431979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -431983.781250 Penalty: 4158.522949
	Iteration 30Q: 3 clusters Score -431983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -431990.281250 Penalty: 4158.522949
	Iteration 31Q: 3 clusters Score -431990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -431995.625000 Penalty: 4158.522949
	Iteration 32Q: 3 clusters Score -431995.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -432006.812500 Penalty: 4158.522949
	Iteration 33Q: 3 clusters Score -432006.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -432030.593750 Penalty: 4158.522949
	Iteration 34Q: 3 clusters Score -432030.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -432065.781250 Penalty: 4158.522949
	Iteration 35Q: 3 clusters Score -432065.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -432105.937500 Penalty: 4158.522949
	Iteration 36Q: 3 clusters Score -432105.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -432147.062500 Penalty: 4158.522949
	Iteration 37Q: 3 clusters Score -432147.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -432171.468750 Penalty: 4158.522949
	Iteration 38Q: 3 clusters Score -432171.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -432201.187500 Penalty: 4158.522949
	Iteration 39Q: 3 clusters Score -432201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -432222.750000 Penalty: 4158.522949
	Iteration 40F: 3 clusters Score -432222.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -432242.906250 Penalty: 4158.522949
	Iteration 41Q: 3 clusters Score -432242.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -432261.250000 Penalty: 4158.522949
	Iteration 42Q: 3 clusters Score -432261.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -432283.218750 Penalty: 4158.522949
	Iteration 43Q: 3 clusters Score -432283.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -432307.531250 Penalty: 4158.522949
	Iteration 44Q: 3 clusters Score -432307.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -432331.218750 Penalty: 4158.522949
	Iteration 45Q: 3 clusters Score -432331.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -432351.375000 Penalty: 4158.522949
	Iteration 46Q: 3 clusters Score -432351.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -432370.031250 Penalty: 4158.522949
	Iteration 47Q: 3 clusters Score -432370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432384.218750 Penalty: 4158.522949
	Iteration 48Q: 3 clusters Score -432384.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -432390.750000 Penalty: 4158.522949
	Iteration 49Q: 3 clusters Score -432390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432392.375000 Penalty: 4158.522949
	Iteration 50Q: 3 clusters Score -432392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -432394.281250 Penalty: 4158.522949
	Iteration 51Q: 3 clusters Score -432394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -432396.218750 Penalty: 4158.522949
	Iteration 52Q: 3 clusters Score -432396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -432399.062500 Penalty: 4158.522949
	Iteration 53Q: 3 clusters Score -432399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -432400.687500 Penalty: 4158.522949
	Iteration 54Q: 3 clusters Score -432400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -432401.656250 Penalty: 4158.522949
	Iteration 55Q: 3 clusters Score -432401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -432401.593750 Penalty: 4158.522949
	Iteration 56Q: 3 clusters Score -432401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432402.843750 Penalty: 4158.522949
	Iteration 57Q: 3 clusters Score -432402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432402.968750 Penalty: 4158.522949
	Iteration 58Q: 3 clusters Score -432403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -432403.187500 Penalty: 4158.522949
	Iteration 59Q: 3 clusters Score -432403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -432404.031250 Penalty: 4158.522949
	Iteration 60F: 3 clusters Score -432404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -432404.218750 Penalty: 4158.522949
	Iteration 61Q: 3 clusters Score -432404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -432405.062500 Penalty: 4158.522949
	Iteration 62Q: 3 clusters Score -432405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -432405.062500 Penalty: 4158.522949
	Iteration 63F: 3 clusters Score -432405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77511 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 6255 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 2352 members 
Entering Unmasked Estep 
Score: -45030608.000000 Penalty: 95840.296875
Splitting cluster 21 changes total score from -45031656.000000 to -45030608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Entering Unmasked Estep 
Score: -694486.937500 Penalty: 2167.801758
	Iteration 0F: 2 clusters Score -694486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -689248.250000 Penalty: 4335.603516
	Iteration 0F: 3 clusters Score -689248.2 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -690818.125000 Penalty: 4335.603516
	Iteration 1F: 3 clusters Score -690818.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -691269.125000 Penalty: 4335.603516
	Iteration 2F: 3 clusters Score -691269.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -691626.000000 Penalty: 4335.603516
	Iteration 3F: 3 clusters Score -691626 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -691938.687500 Penalty: 4335.603516
	Iteration 4F: 3 clusters Score -691938.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -692169.687500 Penalty: 4335.603516
	Iteration 5F: 3 clusters Score -692169.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -692358.687500 Penalty: 4335.603516
	Iteration 6Q: 3 clusters Score -692358.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -692517.750000 Penalty: 4335.603516
	Iteration 7Q: 3 clusters Score -692517.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -692665.812500 Penalty: 4335.603516
	Iteration 8Q: 3 clusters Score -692665.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -692800.250000 Penalty: 4335.603516
	Iteration 9Q: 3 clusters Score -692800.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -692919.437500 Penalty: 4335.603516
	Iteration 10Q: 3 clusters Score -692919.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693030.937500 Penalty: 4335.603516
	Iteration 11Q: 3 clusters Score -693030.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -693196.187500 Penalty: 4335.603516
	Iteration 12Q: 3 clusters Score -693196.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693456.687500 Penalty: 4335.603516
	Iteration 13Q: 3 clusters Score -693456.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -693711.875000 Penalty: 4335.603516
	Iteration 14Q: 3 clusters Score -693711.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -693916.625000 Penalty: 4335.603516
	Iteration 15Q: 3 clusters Score -693916.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -694043.812500 Penalty: 4335.603516
	Iteration 16Q: 3 clusters Score -694043.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -694129.937500 Penalty: 4335.603516
	Iteration 17Q: 3 clusters Score -694129.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -694191.687500 Penalty: 4335.603516
	Iteration 18Q: 3 clusters Score -694191.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -694240.500000 Penalty: 4335.603516
	Iteration 19Q: 3 clusters Score -694240.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -694317.062500 Penalty: 4335.603516
	Iteration 20F: 3 clusters Score -694317.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -694427.250000 Penalty: 4335.603516
	Iteration 21Q: 3 clusters Score -694427.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -694544.562500 Penalty: 4335.603516
	Iteration 22Q: 3 clusters Score -694544.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -694659.125000 Penalty: 4335.603516
	Iteration 23Q: 3 clusters Score -694659.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -694778.750000 Penalty: 4335.603516
	Iteration 24Q: 3 clusters Score -694778.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -694931.062500 Penalty: 4335.603516
	Iteration 25Q: 3 clusters Score -694931.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -695148.062500 Penalty: 4335.603516
	Iteration 26Q: 3 clusters Score -695148.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -695421.312500 Penalty: 4335.603516
	Iteration 27Q: 3 clusters Score -695421.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -695521.000000 Penalty: 4335.603516
	Iteration 28Q: 3 clusters Score -695521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -695530.062500 Penalty: 4335.603516
	Iteration 29Q: 3 clusters Score -695530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -695534.875000 Penalty: 4335.603516
	Iteration 30Q: 3 clusters Score -695534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -695540.062500 Penalty: 4335.603516
	Iteration 31Q: 3 clusters Score -695540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -695541.312500 Penalty: 4335.603516
	Iteration 32Q: 3 clusters Score -695541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -695544.687500 Penalty: 4335.603516
	Iteration 33Q: 3 clusters Score -695544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -695546.000000 Penalty: 4335.603516
	Iteration 34Q: 3 clusters Score -695546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -695546.375000 Penalty: 4335.603516
	Iteration 35Q: 3 clusters Score -695546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -695547.562500 Penalty: 4335.603516
	Iteration 36Q: 3 clusters Score -695547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -695547.312500 Penalty: 4335.603516
	Iteration 37Q: 3 clusters Score -695547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -695548.812500 Penalty: 4335.603516
	Iteration 38Q: 3 clusters Score -695548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -695549.062500 Penalty: 4335.603516
	Iteration 39F: 3 clusters Score -695549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -695548.250000 Penalty: 4335.603516
	Iteration 40F: 3 clusters Score -695548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -695549.125000 Penalty: 4335.603516
	Iteration 41Q: 3 clusters Score -695549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -695551.187500 Penalty: 4335.603516
	Iteration 42Q: 3 clusters Score -695551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -695551.187500 Penalty: 4335.603516
	Iteration 43F: 3 clusters Score -695551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77511 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 3284 members 
Entering Unmasked Estep 
Score: -45031716.000000 Penalty: 95840.296875
Splitting cluster 22 changes total score from -45031656.000000 to -45031716.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -1023942.562500 Penalty: 2259.381592
	Iteration 0F: 2 clusters Score -1023943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1016847.500000 Penalty: 4518.763184
	Iteration 0F: 3 clusters Score -1016848 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1018941.562500 Penalty: 4518.763184
	Iteration 1F: 3 clusters Score -1018942 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1019268.312500 Penalty: 4518.763184
	Iteration 2F: 3 clusters Score -1019268 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1019488.000000 Penalty: 4518.763184
	Iteration 3F: 3 clusters Score -1019488 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1019679.375000 Penalty: 4518.763184
	Iteration 4Q: 3 clusters Score -1019679 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1019874.125000 Penalty: 4518.763184
	Iteration 5Q: 3 clusters Score -1019874 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1020059.500000 Penalty: 4518.763184
	Iteration 6Q: 3 clusters Score -1020060 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1020237.562500 Penalty: 4518.763184
	Iteration 7Q: 3 clusters Score -1020238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1020393.750000 Penalty: 4518.763184
	Iteration 8Q: 3 clusters Score -1020394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1020539.250000 Penalty: 4518.763184
	Iteration 9Q: 3 clusters Score -1020539 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1020677.500000 Penalty: 4518.763184
	Iteration 10Q: 3 clusters Score -1020678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1020812.500000 Penalty: 4518.763184
	Iteration 11Q: 3 clusters Score -1020812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1020918.312500 Penalty: 4518.763184
	Iteration 12Q: 3 clusters Score -1020918 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1021006.687500 Penalty: 4518.763184
	Iteration 13Q: 3 clusters Score -1021007 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1021075.187500 Penalty: 4518.763184
	Iteration 14Q: 3 clusters Score -1021075 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1021139.687500 Penalty: 4518.763184
	Iteration 15Q: 3 clusters Score -1021140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1021202.500000 Penalty: 4518.763184
	Iteration 16Q: 3 clusters Score -1021202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1021266.375000 Penalty: 4518.763184
	Iteration 17Q: 3 clusters Score -1021266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1021326.125000 Penalty: 4518.763184
	Iteration 18Q: 3 clusters Score -1021326 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1021381.812500 Penalty: 4518.763184
	Iteration 19Q: 3 clusters Score -1021382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1021435.250000 Penalty: 4518.763184
	Iteration 20F: 3 clusters Score -1021435 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1021498.750000 Penalty: 4518.763184
	Iteration 21Q: 3 clusters Score -1021499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1021581.062500 Penalty: 4518.763184
	Iteration 22Q: 3 clusters Score -1021581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1021660.000000 Penalty: 4518.763184
	Iteration 23Q: 3 clusters Score -1021660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1021733.250000 Penalty: 4518.763184
	Iteration 24Q: 3 clusters Score -1021733 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1021799.812500 Penalty: 4518.763184
	Iteration 25Q: 3 clusters Score -1021800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1021853.375000 Penalty: 4518.763184
	Iteration 26Q: 3 clusters Score -1021853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1021899.375000 Penalty: 4518.763184
	Iteration 27Q: 3 clusters Score -1021899 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1021938.437500 Penalty: 4518.763184
	Iteration 28Q: 3 clusters Score -1021938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1021968.125000 Penalty: 4518.763184
	Iteration 29Q: 3 clusters Score -1021968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1021989.625000 Penalty: 4518.763184
	Iteration 30Q: 3 clusters Score -1021990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1022020.375000 Penalty: 4518.763184
	Iteration 31Q: 3 clusters Score -1022020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1022048.312500 Penalty: 4518.763184
	Iteration 32Q: 3 clusters Score -1022048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1022069.937500 Penalty: 4518.763184
	Iteration 33Q: 3 clusters Score -1022070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1022093.562500 Penalty: 4518.763184
	Iteration 34Q: 3 clusters Score -1022094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1022115.625000 Penalty: 4518.763184
	Iteration 35Q: 3 clusters Score -1022116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1022135.000000 Penalty: 4518.763184
	Iteration 36Q: 3 clusters Score -1022135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1022157.562500 Penalty: 4518.763184
	Iteration 37Q: 3 clusters Score -1022158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1022173.500000 Penalty: 4518.763184
	Iteration 38Q: 3 clusters Score -1022174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1022182.937500 Penalty: 4518.763184
	Iteration 39Q: 3 clusters Score -1022183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1022190.750000 Penalty: 4518.763184
	Iteration 40F: 3 clusters Score -1022191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1022195.250000 Penalty: 4518.763184
	Iteration 41Q: 3 clusters Score -1022195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1022200.750000 Penalty: 4518.763184
	Iteration 42Q: 3 clusters Score -1022201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1022204.937500 Penalty: 4518.763184
	Iteration 43Q: 3 clusters Score -1022205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1022208.812500 Penalty: 4518.763184
	Iteration 44Q: 3 clusters Score -1022209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1022213.750000 Penalty: 4518.763184
	Iteration 45Q: 3 clusters Score -1022214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1022214.125000 Penalty: 4518.763184
	Iteration 46Q: 3 clusters Score -1022214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1022218.750000 Penalty: 4518.763184
	Iteration 47Q: 3 clusters Score -1022219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1022220.187500 Penalty: 4518.763184
	Iteration 48Q: 3 clusters Score -1022220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1022223.687500 Penalty: 4518.763184
	Iteration 49Q: 3 clusters Score -1022224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1022225.812500 Penalty: 4518.763184
	Iteration 50Q: 3 clusters Score -1022226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1022225.812500 Penalty: 4518.763184
	Iteration 51Q: 3 clusters Score -1022226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1022225.125000 Penalty: 4518.763184
	Iteration 52Q: 3 clusters Score -1022225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1022226.375000 Penalty: 4518.763184
	Iteration 53Q: 3 clusters Score -1022226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1022229.500000 Penalty: 4518.763184
	Iteration 54Q: 3 clusters Score -1022230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1022232.187500 Penalty: 4518.763184
	Iteration 55Q: 3 clusters Score -1022232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1022232.937500 Penalty: 4518.763184
	Iteration 56Q: 3 clusters Score -1022233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1022234.000000 Penalty: 4518.763184
	Iteration 57Q: 3 clusters Score -1022234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1022233.875000 Penalty: 4518.763184
	Iteration 58Q: 3 clusters Score -1022234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1022235.437500 Penalty: 4518.763184
	Iteration 59Q: 3 clusters Score -1022235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1022233.937500 Penalty: 4518.763184
	Iteration 60F: 3 clusters Score -1022234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1022235.750000 Penalty: 4518.763184
	Iteration 61Q: 3 clusters Score -1022236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1022236.500000 Penalty: 4518.763184
	Iteration 62Q: 3 clusters Score -1022236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1022234.687500 Penalty: 4518.763184
	Iteration 63Q: 3 clusters Score -1022235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1022234.687500 Penalty: 4518.763184
	Iteration 64F: 3 clusters Score -1022235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Entering Unmasked Estep 
Score: -1027520.187500 Penalty: 2250.878662
	Iteration 0F: 2 clusters Score -1027520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1020676.375000 Penalty: 4501.757324
	Iteration 0F: 3 clusters Score -1020676 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1022789.375000 Penalty: 4501.757324
	Iteration 1F: 3 clusters Score -1022789 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1023351.687500 Penalty: 4501.757324
	Iteration 2F: 3 clusters Score -1023352 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1023899.125000 Penalty: 4501.757324
	Iteration 3F: 3 clusters Score -1023899 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1024438.062500 Penalty: 4501.757324
	Iteration 4F: 3 clusters Score -1024438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1024912.500000 Penalty: 4501.757324
	Iteration 5F: 3 clusters Score -1024912 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1025309.875000 Penalty: 4501.757324
	Iteration 6F: 3 clusters Score -1025310 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1025654.437500 Penalty: 4501.757324
	Iteration 7F: 3 clusters Score -1025654 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1025908.375000 Penalty: 4501.757324
	Iteration 8Q: 3 clusters Score -1025908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1026070.437500 Penalty: 4501.757324
	Iteration 9Q: 3 clusters Score -1026070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1026208.750000 Penalty: 4501.757324
	Iteration 10Q: 3 clusters Score -1026209 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1026308.062500 Penalty: 4501.757324
	Iteration 11Q: 3 clusters Score -1026308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1026373.875000 Penalty: 4501.757324
	Iteration 12Q: 3 clusters Score -1026374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1026414.375000 Penalty: 4501.757324
	Iteration 13Q: 3 clusters Score -1026414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1026451.562500 Penalty: 4501.757324
	Iteration 14Q: 3 clusters Score -1026452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1026483.187500 Penalty: 4501.757324
	Iteration 15Q: 3 clusters Score -1026483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1026508.937500 Penalty: 4501.757324
	Iteration 16Q: 3 clusters Score -1026509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1026529.000000 Penalty: 4501.757324
	Iteration 17Q: 3 clusters Score -1026529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1026550.562500 Penalty: 4501.757324
	Iteration 18Q: 3 clusters Score -1026551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1026561.750000 Penalty: 4501.757324
	Iteration 19Q: 3 clusters Score -1026562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1026569.937500 Penalty: 4501.757324
	Iteration 20F: 3 clusters Score -1026570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1026578.687500 Penalty: 4501.757324
	Iteration 21Q: 3 clusters Score -1026579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1026582.500000 Penalty: 4501.757324
	Iteration 22Q: 3 clusters Score -1026582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1026585.562500 Penalty: 4501.757324
	Iteration 23Q: 3 clusters Score -1026586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1026589.250000 Penalty: 4501.757324
	Iteration 24Q: 3 clusters Score -1026589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1026591.062500 Penalty: 4501.757324
	Iteration 25Q: 3 clusters Score -1026591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1026594.000000 Penalty: 4501.757324
	Iteration 26Q: 3 clusters Score -1026594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1026593.937500 Penalty: 4501.757324
	Iteration 27Q: 3 clusters Score -1026594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1026594.250000 Penalty: 4501.757324
	Iteration 28Q: 3 clusters Score -1026594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1026595.312500 Penalty: 4501.757324
	Iteration 29Q: 3 clusters Score -1026595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1026596.687500 Penalty: 4501.757324
	Iteration 30Q: 3 clusters Score -1026597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1026595.375000 Penalty: 4501.757324
	Iteration 31Q: 3 clusters Score -1026595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1026595.375000 Penalty: 4501.757324
	Iteration 32F: 3 clusters Score -1026595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Entering Unmasked Estep 
Score: -1278052.750000 Penalty: 2321.122070
	Iteration 0F: 2 clusters Score -1278053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1269420.250000 Penalty: 4642.244141
	Iteration 0F: 3 clusters Score -1269420 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1272299.125000 Penalty: 4642.244141
	Iteration 1F: 3 clusters Score -1272299 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1272855.250000 Penalty: 4642.244141
	Iteration 2F: 3 clusters Score -1272855 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1273425.875000 Penalty: 4642.244141
	Iteration 3F: 3 clusters Score -1273426 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1273987.375000 Penalty: 4642.244141
	Iteration 4F: 3 clusters Score -1273987 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1274434.375000 Penalty: 4642.244141
	Iteration 5F: 3 clusters Score -1274434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1274822.500000 Penalty: 4642.244141
	Iteration 6F: 3 clusters Score -1274822 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1275159.750000 Penalty: 4642.244141
	Iteration 7Q: 3 clusters Score -1275160 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1275420.875000 Penalty: 4642.244141
	Iteration 8Q: 3 clusters Score -1275421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1275613.750000 Penalty: 4642.244141
	Iteration 9Q: 3 clusters Score -1275614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1275770.250000 Penalty: 4642.244141
	Iteration 10Q: 3 clusters Score -1275770 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1275909.250000 Penalty: 4642.244141
	Iteration 11Q: 3 clusters Score -1275909 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1276051.375000 Penalty: 4642.244141
	Iteration 12Q: 3 clusters Score -1276051 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1276159.125000 Penalty: 4642.244141
	Iteration 13Q: 3 clusters Score -1276159 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1276240.750000 Penalty: 4642.244141
	Iteration 14Q: 3 clusters Score -1276241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1276297.625000 Penalty: 4642.244141
	Iteration 15Q: 3 clusters Score -1276298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1276335.125000 Penalty: 4642.244141
	Iteration 16Q: 3 clusters Score -1276335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1276369.000000 Penalty: 4642.244141
	Iteration 17Q: 3 clusters Score -1276369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1276389.000000 Penalty: 4642.244141
	Iteration 18Q: 3 clusters Score -1276389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1276409.375000 Penalty: 4642.244141
	Iteration 19Q: 3 clusters Score -1276409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1276430.125000 Penalty: 4642.244141
	Iteration 20F: 3 clusters Score -1276430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1276448.375000 Penalty: 4642.244141
	Iteration 21Q: 3 clusters Score -1276448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1276476.250000 Penalty: 4642.244141
	Iteration 22Q: 3 clusters Score -1276476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1276499.375000 Penalty: 4642.244141
	Iteration 23Q: 3 clusters Score -1276499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1276529.250000 Penalty: 4642.244141
	Iteration 24Q: 3 clusters Score -1276529 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1276563.875000 Penalty: 4642.244141
	Iteration 25Q: 3 clusters Score -1276564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1276596.500000 Penalty: 4642.244141
	Iteration 26Q: 3 clusters Score -1276596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1276629.250000 Penalty: 4642.244141
	Iteration 27Q: 3 clusters Score -1276629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1276663.875000 Penalty: 4642.244141
	Iteration 28Q: 3 clusters Score -1276664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1276685.875000 Penalty: 4642.244141
	Iteration 29Q: 3 clusters Score -1276686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1276706.125000 Penalty: 4642.244141
	Iteration 30Q: 3 clusters Score -1276706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1276728.750000 Penalty: 4642.244141
	Iteration 31Q: 3 clusters Score -1276729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1276749.750000 Penalty: 4642.244141
	Iteration 32Q: 3 clusters Score -1276750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1276762.125000 Penalty: 4642.244141
	Iteration 33Q: 3 clusters Score -1276762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1276772.500000 Penalty: 4642.244141
	Iteration 34Q: 3 clusters Score -1276772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1276779.375000 Penalty: 4642.244141
	Iteration 35Q: 3 clusters Score -1276779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1276791.750000 Penalty: 4642.244141
	Iteration 36Q: 3 clusters Score -1276792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1276798.500000 Penalty: 4642.244141
	Iteration 37Q: 3 clusters Score -1276798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1276804.875000 Penalty: 4642.244141
	Iteration 38Q: 3 clusters Score -1276805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1276811.250000 Penalty: 4642.244141
	Iteration 39Q: 3 clusters Score -1276811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1276814.000000 Penalty: 4642.244141
	Iteration 40F: 3 clusters Score -1276814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1276819.750000 Penalty: 4642.244141
	Iteration 41Q: 3 clusters Score -1276820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1276822.500000 Penalty: 4642.244141
	Iteration 42Q: 3 clusters Score -1276822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1276824.250000 Penalty: 4642.244141
	Iteration 43Q: 3 clusters Score -1276824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1276828.375000 Penalty: 4642.244141
	Iteration 44Q: 3 clusters Score -1276828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1276830.000000 Penalty: 4642.244141
	Iteration 45Q: 3 clusters Score -1276830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1276834.000000 Penalty: 4642.244141
	Iteration 46Q: 3 clusters Score -1276834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1276835.500000 Penalty: 4642.244141
	Iteration 47Q: 3 clusters Score -1276836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1276837.125000 Penalty: 4642.244141
	Iteration 48Q: 3 clusters Score -1276837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1276840.625000 Penalty: 4642.244141
	Iteration 49Q: 3 clusters Score -1276841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1276842.750000 Penalty: 4642.244141
	Iteration 50Q: 3 clusters Score -1276843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1276847.000000 Penalty: 4642.244141
	Iteration 51Q: 3 clusters Score -1276847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1276850.875000 Penalty: 4642.244141
	Iteration 52Q: 3 clusters Score -1276851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1276854.375000 Penalty: 4642.244141
	Iteration 53Q: 3 clusters Score -1276854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1276855.750000 Penalty: 4642.244141
	Iteration 54Q: 3 clusters Score -1276856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1276864.250000 Penalty: 4642.244141
	Iteration 55Q: 3 clusters Score -1276864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1276865.500000 Penalty: 4642.244141
	Iteration 56Q: 3 clusters Score -1276866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1276864.250000 Penalty: 4642.244141
	Iteration 57Q: 3 clusters Score -1276864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1276869.625000 Penalty: 4642.244141
	Iteration 58Q: 3 clusters Score -1276870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1276874.250000 Penalty: 4642.244141
	Iteration 59Q: 3 clusters Score -1276874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1276875.750000 Penalty: 4642.244141
	Iteration 60F: 3 clusters Score -1276876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1276877.250000 Penalty: 4642.244141
	Iteration 61Q: 3 clusters Score -1276877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1276881.875000 Penalty: 4642.244141
	Iteration 62Q: 3 clusters Score -1276882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1276882.500000 Penalty: 4642.244141
	Iteration 63Q: 3 clusters Score -1276882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1276883.125000 Penalty: 4642.244141
	Iteration 64Q: 3 clusters Score -1276883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1276885.000000 Penalty: 4642.244141
	Iteration 65Q: 3 clusters Score -1276885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1276883.750000 Penalty: 4642.244141
	Iteration 66Q: 3 clusters Score -1276884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1276882.375000 Penalty: 4642.244141
	Iteration 67Q: 3 clusters Score -1276882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1276883.500000 Penalty: 4642.244141
	Iteration 68Q: 3 clusters Score -1276884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1276882.625000 Penalty: 4642.244141
	Iteration 69Q: 3 clusters Score -1276883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1276882.625000 Penalty: 4642.244141
	Iteration 70F: 3 clusters Score -1276883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (72958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Entering Unmasked Estep 
Score: -8716209.000000 Penalty: 2777.014648
	Iteration 0F: 2 clusters Score -8716209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8667090.000000 Penalty: 5554.029297
	Iteration 0F: 3 clusters Score -8667090 nChanged 34394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -8686600.000000 Penalty: 5554.029297
	Iteration 1F: 3 clusters Score -8686600 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -8687312.000000 Penalty: 5554.029297
	Iteration 2Q: 3 clusters Score -8687312 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -8688027.000000 Penalty: 5554.029297
	Iteration 3Q: 3 clusters Score -8688027 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8689050.000000 Penalty: 5554.029297
	Iteration 4Q: 3 clusters Score -8689050 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8690243.000000 Penalty: 5554.029297
	Iteration 5Q: 3 clusters Score -8690243 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -8691606.000000 Penalty: 5554.029297
	Iteration 6Q: 3 clusters Score -8691606 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8693201.000000 Penalty: 5554.029297
	Iteration 7Q: 3 clusters Score -8693201 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8694744.000000 Penalty: 5554.029297
	Iteration 8F: 3 clusters Score -8694744 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8696297.000000 Penalty: 5554.029297
	Iteration 9Q: 3 clusters Score -8696297 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8697496.000000 Penalty: 5554.029297
	Iteration 10Q: 3 clusters Score -8697496 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -8698607.000000 Penalty: 5554.029297
	Iteration 11Q: 3 clusters Score -8698607 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -8699557.000000 Penalty: 5554.029297
	Iteration 12Q: 3 clusters Score -8699557 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -8700500.000000 Penalty: 5554.029297
	Iteration 13Q: 3 clusters Score -8700500 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -8701626.000000 Penalty: 5554.029297
	Iteration 14Q: 3 clusters Score -8701626 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -8702891.000000 Penalty: 5554.029297
	Iteration 15Q: 3 clusters Score -8702891 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -8704430.000000 Penalty: 5554.029297
	Iteration 16Q: 3 clusters Score -8704430 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -8706153.000000 Penalty: 5554.029297
	Iteration 17Q: 3 clusters Score -8706153 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -8708199.000000 Penalty: 5554.029297
	Iteration 18Q: 3 clusters Score -8708199 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -8710071.000000 Penalty: 5554.029297
	Iteration 19Q: 3 clusters Score -8710071 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8711693.000000 Penalty: 5554.029297
	Iteration 20F: 3 clusters Score -8711693 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -8712722.000000 Penalty: 5554.029297
	Iteration 21Q: 3 clusters Score -8712722 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -8713237.000000 Penalty: 5554.029297
	Iteration 22Q: 3 clusters Score -8713237 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8713491.000000 Penalty: 5554.029297
	Iteration 23Q: 3 clusters Score -8713491 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -8713637.000000 Penalty: 5554.029297
	Iteration 24Q: 3 clusters Score -8713637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -8713733.000000 Penalty: 5554.029297
	Iteration 25Q: 3 clusters Score -8713733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -8713812.000000 Penalty: 5554.029297
	Iteration 26Q: 3 clusters Score -8713812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -8713849.000000 Penalty: 5554.029297
	Iteration 27Q: 3 clusters Score -8713849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -8713866.000000 Penalty: 5554.029297
	Iteration 28Q: 3 clusters Score -8713866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -8713875.000000 Penalty: 5554.029297
	Iteration 29Q: 3 clusters Score -8713875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -8713899.000000 Penalty: 5554.029297
	Iteration 30Q: 3 clusters Score -8713899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -8713892.000000 Penalty: 5554.029297
	Iteration 31Q: 3 clusters Score -8713892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -8713898.000000 Penalty: 5554.029297
	Iteration 32Q: 3 clusters Score -8713898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -8713898.000000 Penalty: 5554.029297
	Iteration 33Q: 3 clusters Score -8713898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -8713898.000000 Penalty: 5554.029297
	Iteration 34F: 3 clusters Score -8713898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Entering Unmasked Estep 
Score: -941137.312500 Penalty: 2229.814941
	Iteration 0F: 2 clusters Score -941137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -934706.750000 Penalty: 4459.629883
	Iteration 0F: 3 clusters Score -934706.8 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -936496.312500 Penalty: 4459.629883
	Iteration 1F: 3 clusters Score -936496.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -936956.875000 Penalty: 4459.629883
	Iteration 2F: 3 clusters Score -936956.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -937358.625000 Penalty: 4459.629883
	Iteration 3F: 3 clusters Score -937358.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -937725.312500 Penalty: 4459.629883
	Iteration 4F: 3 clusters Score -937725.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -938047.937500 Penalty: 4459.629883
	Iteration 5F: 3 clusters Score -938047.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -938349.375000 Penalty: 4459.629883
	Iteration 6F: 3 clusters Score -938349.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -938598.875000 Penalty: 4459.629883
	Iteration 7Q: 3 clusters Score -938598.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -938847.625000 Penalty: 4459.629883
	Iteration 8Q: 3 clusters Score -938847.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -939034.125000 Penalty: 4459.629883
	Iteration 9Q: 3 clusters Score -939034.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -939164.437500 Penalty: 4459.629883
	Iteration 10Q: 3 clusters Score -939164.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -939254.062500 Penalty: 4459.629883
	Iteration 11Q: 3 clusters Score -939254.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -939309.312500 Penalty: 4459.629883
	Iteration 12Q: 3 clusters Score -939309.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -939344.687500 Penalty: 4459.629883
	Iteration 13Q: 3 clusters Score -939344.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -939368.875000 Penalty: 4459.629883
	Iteration 14Q: 3 clusters Score -939368.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -939384.875000 Penalty: 4459.629883
	Iteration 15Q: 3 clusters Score -939384.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -939401.937500 Penalty: 4459.629883
	Iteration 16Q: 3 clusters Score -939401.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -939418.437500 Penalty: 4459.629883
	Iteration 17Q: 3 clusters Score -939418.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -939429.625000 Penalty: 4459.629883
	Iteration 18Q: 3 clusters Score -939429.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -939439.375000 Penalty: 4459.629883
	Iteration 19Q: 3 clusters Score -939439.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -939449.812500 Penalty: 4459.629883
	Iteration 20F: 3 clusters Score -939449.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -939454.312500 Penalty: 4459.629883
	Iteration 21Q: 3 clusters Score -939454.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -939460.562500 Penalty: 4459.629883
	Iteration 22Q: 3 clusters Score -939460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -939470.187500 Penalty: 4459.629883
	Iteration 23Q: 3 clusters Score -939470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -939478.187500 Penalty: 4459.629883
	Iteration 24Q: 3 clusters Score -939478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -939491.625000 Penalty: 4459.629883
	Iteration 25Q: 3 clusters Score -939491.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -939505.750000 Penalty: 4459.629883
	Iteration 26Q: 3 clusters Score -939505.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -939528.250000 Penalty: 4459.629883
	Iteration 27Q: 3 clusters Score -939528.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -939545.062500 Penalty: 4459.629883
	Iteration 28Q: 3 clusters Score -939545.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -939567.312500 Penalty: 4459.629883
	Iteration 29Q: 3 clusters Score -939567.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -939592.125000 Penalty: 4459.629883
	Iteration 30Q: 3 clusters Score -939592.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -939628.687500 Penalty: 4459.629883
	Iteration 31Q: 3 clusters Score -939628.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -939663.375000 Penalty: 4459.629883
	Iteration 32Q: 3 clusters Score -939663.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -939684.500000 Penalty: 4459.629883
	Iteration 33Q: 3 clusters Score -939684.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -939697.250000 Penalty: 4459.629883
	Iteration 34Q: 3 clusters Score -939697.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -939716.500000 Penalty: 4459.629883
	Iteration 35Q: 3 clusters Score -939716.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -939729.125000 Penalty: 4459.629883
	Iteration 36Q: 3 clusters Score -939729.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -939741.000000 Penalty: 4459.629883
	Iteration 37Q: 3 clusters Score -939741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -939753.312500 Penalty: 4459.629883
	Iteration 38Q: 3 clusters Score -939753.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -939767.375000 Penalty: 4459.629883
	Iteration 39Q: 3 clusters Score -939767.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -939775.812500 Penalty: 4459.629883
	Iteration 40F: 3 clusters Score -939775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -939785.375000 Penalty: 4459.629883
	Iteration 41Q: 3 clusters Score -939785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -939796.375000 Penalty: 4459.629883
	Iteration 42Q: 3 clusters Score -939796.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -939807.562500 Penalty: 4459.629883
	Iteration 43Q: 3 clusters Score -939807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -939814.125000 Penalty: 4459.629883
	Iteration 44Q: 3 clusters Score -939814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -939831.187500 Penalty: 4459.629883
	Iteration 45Q: 3 clusters Score -939831.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -939864.937500 Penalty: 4459.629883
	Iteration 46Q: 3 clusters Score -939864.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -939940.937500 Penalty: 4459.629883
	Iteration 47Q: 3 clusters Score -939940.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -940073.562500 Penalty: 4459.629883
	Iteration 48Q: 3 clusters Score -940073.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -940159.687500 Penalty: 4459.629883
	Iteration 49Q: 3 clusters Score -940159.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -940204.187500 Penalty: 4459.629883
	Iteration 50Q: 3 clusters Score -940204.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -940226.187500 Penalty: 4459.629883
	Iteration 51Q: 3 clusters Score -940226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -940238.812500 Penalty: 4459.629883
	Iteration 52Q: 3 clusters Score -940238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -940250.875000 Penalty: 4459.629883
	Iteration 53Q: 3 clusters Score -940250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -940257.000000 Penalty: 4459.629883
	Iteration 54Q: 3 clusters Score -940257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -940258.875000 Penalty: 4459.629883
	Iteration 55Q: 3 clusters Score -940258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -940265.750000 Penalty: 4459.629883
	Iteration 56Q: 3 clusters Score -940265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -940267.687500 Penalty: 4459.629883
	Iteration 57Q: 3 clusters Score -940267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -940270.000000 Penalty: 4459.629883
	Iteration 58Q: 3 clusters Score -940270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -940274.875000 Penalty: 4459.629883
	Iteration 59Q: 3 clusters Score -940274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -940275.062500 Penalty: 4459.629883
	Iteration 60F: 3 clusters Score -940275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -940277.875000 Penalty: 4459.629883
	Iteration 61Q: 3 clusters Score -940277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -940278.937500 Penalty: 4459.629883
	Iteration 62Q: 3 clusters Score -940278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -940278.375000 Penalty: 4459.629883
	Iteration 63Q: 3 clusters Score -940278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -940281.125000 Penalty: 4459.629883
	Iteration 64Q: 3 clusters Score -940281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -940281.125000 Penalty: 4459.629883
	Iteration 65F: 3 clusters Score -940281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -428350.000000 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -428350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424560.156250 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -424560.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -425439.406250 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -425439.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -425688.343750 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -425688.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -425847.843750 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -425847.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425997.375000 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -425997.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -426126.343750 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -426126.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -426253.312500 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -426253.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -426391.375000 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -426391.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -426541.281250 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -426541.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -426689.843750 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -426689.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -426810.937500 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -426810.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -426887.968750 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -426888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -426934.187500 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -426934.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -426982.031250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -426982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -427017.187500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -427017.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -427048.656250 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -427048.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -427074.281250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -427074.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -427097.968750 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -427098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -427114.968750 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -427115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -427132.093750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -427132.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -427148.593750 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -427148.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -427158.593750 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -427158.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -427169.312500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -427169.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -427176.312500 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -427176.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -427179.593750 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -427179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -427182.875000 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -427182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -427184.343750 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -427184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -427185.406250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -427185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -427186.906250 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -427186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -427189.000000 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -427189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -427189.000000 Penalty: 4089.189697
	Iteration 30F: 3 clusters Score -427189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -447536.625000 Penalty: 2055.805664
	Iteration 0F: 2 clusters Score -447536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -443655.843750 Penalty: 4111.611328
	Iteration 0F: 3 clusters Score -443655.8 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -444572.937500 Penalty: 4111.611328
	Iteration 1F: 3 clusters Score -444572.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -444790.781250 Penalty: 4111.611328
	Iteration 2F: 3 clusters Score -444790.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -444961.375000 Penalty: 4111.611328
	Iteration 3F: 3 clusters Score -444961.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -445089.250000 Penalty: 4111.611328
	Iteration 4Q: 3 clusters Score -445089.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -445196.156250 Penalty: 4111.611328
	Iteration 5Q: 3 clusters Score -445196.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -445291.125000 Penalty: 4111.611328
	Iteration 6Q: 3 clusters Score -445291.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -445384.437500 Penalty: 4111.611328
	Iteration 7Q: 3 clusters Score -445384.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -445451.343750 Penalty: 4111.611328
	Iteration 8Q: 3 clusters Score -445451.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -445526.281250 Penalty: 4111.611328
	Iteration 9Q: 3 clusters Score -445526.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -445596.625000 Penalty: 4111.611328
	Iteration 10Q: 3 clusters Score -445596.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -445650.656250 Penalty: 4111.611328
	Iteration 11Q: 3 clusters Score -445650.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -445692.593750 Penalty: 4111.611328
	Iteration 12Q: 3 clusters Score -445692.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -445730.000000 Penalty: 4111.611328
	Iteration 13Q: 3 clusters Score -445730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -445761.843750 Penalty: 4111.611328
	Iteration 14Q: 3 clusters Score -445761.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -445783.812500 Penalty: 4111.611328
	Iteration 15Q: 3 clusters Score -445783.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -445804.562500 Penalty: 4111.611328
	Iteration 16Q: 3 clusters Score -445804.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -445828.312500 Penalty: 4111.611328
	Iteration 17Q: 3 clusters Score -445828.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -445855.000000 Penalty: 4111.611328
	Iteration 18Q: 3 clusters Score -445855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -445882.781250 Penalty: 4111.611328
	Iteration 19Q: 3 clusters Score -445882.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -445904.687500 Penalty: 4111.611328
	Iteration 20F: 3 clusters Score -445904.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -445921.218750 Penalty: 4111.611328
	Iteration 21Q: 3 clusters Score -445921.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -445935.531250 Penalty: 4111.611328
	Iteration 22Q: 3 clusters Score -445935.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -445952.187500 Penalty: 4111.611328
	Iteration 23Q: 3 clusters Score -445952.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -445967.312500 Penalty: 4111.611328
	Iteration 24Q: 3 clusters Score -445967.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -445975.906250 Penalty: 4111.611328
	Iteration 25Q: 3 clusters Score -445975.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -445987.156250 Penalty: 4111.611328
	Iteration 26Q: 3 clusters Score -445987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -445997.062500 Penalty: 4111.611328
	Iteration 27Q: 3 clusters Score -445997.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -445999.906250 Penalty: 4111.611328
	Iteration 28Q: 3 clusters Score -445999.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -446002.343750 Penalty: 4111.611328
	Iteration 29Q: 3 clusters Score -446002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -446003.968750 Penalty: 4111.611328
	Iteration 30Q: 3 clusters Score -446004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -446004.812500 Penalty: 4111.611328
	Iteration 31Q: 3 clusters Score -446004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -446005.625000 Penalty: 4111.611328
	Iteration 32Q: 3 clusters Score -446005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -446008.343750 Penalty: 4111.611328
	Iteration 33Q: 3 clusters Score -446008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -446010.250000 Penalty: 4111.611328
	Iteration 34Q: 3 clusters Score -446010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -446011.781250 Penalty: 4111.611328
	Iteration 35Q: 3 clusters Score -446011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -446014.437500 Penalty: 4111.611328
	Iteration 36Q: 3 clusters Score -446014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -446016.906250 Penalty: 4111.611328
	Iteration 37Q: 3 clusters Score -446016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -446020.500000 Penalty: 4111.611328
	Iteration 38Q: 3 clusters Score -446020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446022.093750 Penalty: 4111.611328
	Iteration 39Q: 3 clusters Score -446022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446023.312500 Penalty: 4111.611328
	Iteration 40F: 3 clusters Score -446023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -446025.312500 Penalty: 4111.611328
	Iteration 41Q: 3 clusters Score -446025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -446026.156250 Penalty: 4111.611328
	Iteration 42Q: 3 clusters Score -446026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -446026.718750 Penalty: 4111.611328
	Iteration 43Q: 3 clusters Score -446026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -446026.281250 Penalty: 4111.611328
	Iteration 44Q: 3 clusters Score -446026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -446026.281250 Penalty: 4111.611328
	Iteration 45F: 3 clusters Score -446026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77511 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 72958 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032204.000000 Penalty: 95840.296875
Iteration 119Q: 31 clusters Score -4.50322e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 11258 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 12075 members 
Mstep: Class 10 contains 5203 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1984 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14950 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 11572 members 
Mstep: Class 26 contains 72936 members 
Mstep: Class 27 contains 8020 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032620.000000 Penalty: 95840.296875
Iteration 120F: 31 clusters Score -4.503262e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 77402 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 14865 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 14949 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 11561 members 
Mstep: Class 26 contains 72915 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032900.000000 Penalty: 95840.296875
Iteration 121Q: 31 clusters Score -4.50329e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 67515 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5222 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77381 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1974 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 14931 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 3470 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 72891 members 
Mstep: Class 27 contains 7986 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3987 members 
Mstep: Class 30 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033032.000000 Penalty: 95840.296875
Iteration 122Q: 31 clusters Score -4.503303e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 77373 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 14771 members 
Mstep: Class 16 contains 12108 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8745 members 
Mstep: Class 25 contains 11540 members 
Mstep: Class 26 contains 72867 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033124.000000 Penalty: 95840.296875
Iteration 123Q: 31 clusters Score -4.503312e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 67513 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 77365 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14916 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 72854 members 
Mstep: Class 27 contains 7951 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033128.000000 Penalty: 95840.296875
Iteration 124Q: 31 clusters Score -4.503313e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 67515 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 77359 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 14726 members 
Mstep: Class 16 contains 12119 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 4325 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8744 members 
Mstep: Class 25 contains 11515 members 
Mstep: Class 26 contains 72846 members 
Mstep: Class 27 contains 7941 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033156.000000 Penalty: 95840.296875
Iteration 125Q: 31 clusters Score -4.503316e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 77352 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 14909 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4325 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8742 members 
Mstep: Class 25 contains 11509 members 
Mstep: Class 26 contains 72833 members 
Mstep: Class 27 contains 7930 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033108.000000 Penalty: 95840.296875
Iteration 126Q: 31 clusters Score -4.503311e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 77342 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 12132 members 
Mstep: Class 17 contains 14908 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 11509 members 
Mstep: Class 26 contains 72813 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033148.000000 Penalty: 95840.296875
Iteration 127Q: 31 clusters Score -4.503315e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5590 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 77339 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 14909 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11507 members 
Mstep: Class 26 contains 72797 members 
Mstep: Class 27 contains 7914 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033204.000000 Penalty: 95840.296875
Iteration 128Q: 31 clusters Score -4.50332e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 77333 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 12134 members 
Mstep: Class 17 contains 14907 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11510 members 
Mstep: Class 26 contains 72783 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033268.000000 Penalty: 95840.296875
Iteration 129Q: 31 clusters Score -4.503327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 77334 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14700 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 14906 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11516 members 
Mstep: Class 26 contains 72771 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033268.000000 Penalty: 95840.296875
Iteration 130Q: 31 clusters Score -4.503327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 67514 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 12075 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77333 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14697 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 14903 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 3869 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 72765 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033336.000000 Penalty: 95840.296875
Iteration 131Q: 31 clusters Score -4.503334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 67515 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12078 members 
Mstep: Class 10 contains 5265 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77331 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12146 members 
Mstep: Class 17 contains 14896 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11523 members 
Mstep: Class 26 contains 72757 members 
Mstep: Class 27 contains 7897 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033372.000000 Penalty: 95840.296875
Iteration 132Q: 31 clusters Score -4.503337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 67512 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77333 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 17 contains 14891 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 9032 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 72750 members 
Mstep: Class 27 contains 7893 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033336.000000 Penalty: 95840.296875
Iteration 133Q: 31 clusters Score -4.503334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 67510 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77334 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 14880 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 3892 members 
Mstep: Class 23 contains 9034 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11532 members 
Mstep: Class 26 contains 72747 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3987 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033372.000000 Penalty: 95840.296875
Iteration 134Q: 31 clusters Score -4.503337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77329 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 14875 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11536 members 
Mstep: Class 26 contains 72744 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033360.000000 Penalty: 95840.296875
Iteration 135Q: 31 clusters Score -4.503336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77326 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 14871 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 72741 members 
Mstep: Class 27 contains 7894 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033356.000000 Penalty: 95840.296875
Iteration 136Q: 31 clusters Score -4.503336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 77325 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12152 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 72737 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033376.000000 Penalty: 95840.296875
Iteration 137Q: 31 clusters Score -4.503338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77323 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12152 members 
Mstep: Class 17 contains 14864 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 72737 members 
Mstep: Class 27 contains 7897 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033396.000000 Penalty: 95840.296875
Iteration 138Q: 31 clusters Score -4.50334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 77322 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14861 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 11552 members 
Mstep: Class 26 contains 72734 members 
Mstep: Class 27 contains 7899 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033364.000000 Penalty: 95840.296875
Iteration 139Q: 31 clusters Score -4.503336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 77322 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14857 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 72730 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033376.000000 Penalty: 95840.296875
Iteration 140F: 31 clusters Score -4.503338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5280 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77322 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14853 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11561 members 
Mstep: Class 26 contains 72726 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033380.000000 Penalty: 95840.296875
Iteration 141Q: 31 clusters Score -4.503338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 77320 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14849 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033392.000000 Penalty: 95840.296875
Iteration 142Q: 31 clusters Score -4.503339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77320 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14850 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033416.000000 Penalty: 95840.296875
Iteration 143Q: 31 clusters Score -4.503342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1951 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033420.000000 Penalty: 95840.296875
Iteration 144Q: 31 clusters Score -4.503342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1950 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033412.000000 Penalty: 95840.296875
Iteration 145Q: 31 clusters Score -4.503341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033416.000000 Penalty: 95840.296875
Iteration 146Q: 31 clusters Score -4.503342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033408.000000 Penalty: 95840.296875
Iteration 147Q: 31 clusters Score -4.503341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033400.000000 Penalty: 95840.296875
Iteration 148Q: 31 clusters Score -4.50334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033400.000000 Penalty: 95840.296875
Iteration 149Q: 31 clusters Score -4.50334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033400.000000 Penalty: 95840.296875
Iteration 150F: 31 clusters Score -4.50334e+07 nChanged 0
Entering ConstructFrom: 
Score: -45033400.000000 Penalty: 95840.296875
Entering ConstructFrom: 
Trying to split cluster 1 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -865213.250000 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -865213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -859112.875000 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -859112.9 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -860717.125000 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -860717.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -860979.375000 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -860979.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -861202.312500 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -861202.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -861439.312500 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -861439.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -861698.250000 Penalty: 4422.720215
	Iteration 5F: 3 clusters Score -861698.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -861934.625000 Penalty: 4422.720215
	Iteration 6F: 3 clusters Score -861934.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -862166.500000 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -862166.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -862395.937500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -862395.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -862581.000000 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -862581 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -862734.437500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -862734.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -862849.562500 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -862849.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -862937.375000 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -862937.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -863009.812500 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -863009.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -863075.375000 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -863075.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -863127.875000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -863127.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -863173.875000 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -863173.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -863209.187500 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -863209.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -863242.750000 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -863242.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -863276.875000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -863276.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -863304.187500 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -863304.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -863332.500000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -863332.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -863348.437500 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -863348.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -863363.312500 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -863363.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -863373.875000 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -863373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -863385.062500 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -863385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -863393.562500 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -863393.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -863400.375000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -863400.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -863411.375000 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -863411.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -863417.812500 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -863417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -863430.937500 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -863430.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -863437.312500 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -863437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -863440.937500 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -863440.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -863449.500000 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -863449.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -863454.750000 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -863454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -863458.250000 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -863458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -863460.500000 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -863460.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -863465.687500 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -863465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -863468.812500 Penalty: 4422.720215
	Iteration 38Q: 3 clusters Score -863468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -863472.375000 Penalty: 4422.720215
	Iteration 39Q: 3 clusters Score -863472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -863472.187500 Penalty: 4422.720215
	Iteration 40F: 3 clusters Score -863472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -863474.875000 Penalty: 4422.720215
	Iteration 41Q: 3 clusters Score -863474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -863479.187500 Penalty: 4422.720215
	Iteration 42Q: 3 clusters Score -863479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -863479.750000 Penalty: 4422.720215
	Iteration 43Q: 3 clusters Score -863479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -863480.687500 Penalty: 4422.720215
	Iteration 44Q: 3 clusters Score -863480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -863481.562500 Penalty: 4422.720215
	Iteration 45Q: 3 clusters Score -863481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -863481.937500 Penalty: 4422.720215
	Iteration 46Q: 3 clusters Score -863481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -863483.625000 Penalty: 4422.720215
	Iteration 47Q: 3 clusters Score -863483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -863483.562500 Penalty: 4422.720215
	Iteration 48Q: 3 clusters Score -863483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -863484.062500 Penalty: 4422.720215
	Iteration 49Q: 3 clusters Score -863484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -863485.500000 Penalty: 4422.720215
	Iteration 50Q: 3 clusters Score -863485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -863485.625000 Penalty: 4422.720215
	Iteration 51Q: 3 clusters Score -863485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -863487.437500 Penalty: 4422.720215
	Iteration 52Q: 3 clusters Score -863487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -863490.937500 Penalty: 4422.720215
	Iteration 53Q: 3 clusters Score -863490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -863490.250000 Penalty: 4422.720215
	Iteration 54Q: 3 clusters Score -863490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -863490.125000 Penalty: 4422.720215
	Iteration 55Q: 3 clusters Score -863490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -863490.125000 Penalty: 4422.720215
	Iteration 56F: 3 clusters Score -863490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1095148.875000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1095149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1087902.375000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1087902 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1090037.375000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1090037 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1090399.750000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1090400 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1090704.250000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -1090704 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1091009.000000 Penalty: 4539.796875
	Iteration 4F: 3 clusters Score -1091009 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1091373.000000 Penalty: 4539.796875
	Iteration 5F: 3 clusters Score -1091373 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1091747.875000 Penalty: 4539.796875
	Iteration 6F: 3 clusters Score -1091748 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1092154.250000 Penalty: 4539.796875
	Iteration 7F: 3 clusters Score -1092154 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1092591.375000 Penalty: 4539.796875
	Iteration 8F: 3 clusters Score -1092591 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1092925.625000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -1092926 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1093144.875000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -1093145 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1093306.500000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -1093306 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1093427.125000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1093427 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1093529.750000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1093530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1093616.250000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1093616 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1093688.625000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1093689 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1093743.375000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1093743 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1093798.625000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1093799 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1093855.750000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1093856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1093914.125000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1093914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1093978.625000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1093979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1094040.375000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1094040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1094092.750000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1094093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1094134.375000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1094134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1094160.875000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1094161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1094180.750000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1094181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1094193.875000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1094194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1094205.750000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -1094206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1094213.250000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -1094213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1094219.500000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -1094220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1094229.125000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -1094229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1094235.500000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -1094236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1094245.125000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -1094245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1094252.750000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -1094253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1094256.250000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -1094256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1094259.125000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -1094259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1094263.000000 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -1094263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1094263.750000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -1094264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1094264.875000 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -1094265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1094266.000000 Penalty: 4539.796875
	Iteration 39Q: 3 clusters Score -1094266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1094265.375000 Penalty: 4539.796875
	Iteration 40F: 3 clusters Score -1094265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1094270.500000 Penalty: 4539.796875
	Iteration 41Q: 3 clusters Score -1094270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1094274.250000 Penalty: 4539.796875
	Iteration 42Q: 3 clusters Score -1094274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1094274.375000 Penalty: 4539.796875
	Iteration 43Q: 3 clusters Score -1094274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1094276.875000 Penalty: 4539.796875
	Iteration 44Q: 3 clusters Score -1094277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1094276.125000 Penalty: 4539.796875
	Iteration 45Q: 3 clusters Score -1094276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1094277.500000 Penalty: 4539.796875
	Iteration 46Q: 3 clusters Score -1094278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1094280.750000 Penalty: 4539.796875
	Iteration 47Q: 3 clusters Score -1094281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1094281.000000 Penalty: 4539.796875
	Iteration 48Q: 3 clusters Score -1094281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1094281.875000 Penalty: 4539.796875
	Iteration 49Q: 3 clusters Score -1094282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1094281.500000 Penalty: 4539.796875
	Iteration 50Q: 3 clusters Score -1094282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1094281.750000 Penalty: 4539.796875
	Iteration 51Q: 3 clusters Score -1094282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1094283.375000 Penalty: 4539.796875
	Iteration 52Q: 3 clusters Score -1094283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1094283.750000 Penalty: 4539.796875
	Iteration 53Q: 3 clusters Score -1094284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1094283.750000 Penalty: 4539.796875
	Iteration 54F: 3 clusters Score -1094284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Entering Unmasked Estep 
Score: -8042159.500000 Penalty: 2757.760498
	Iteration 0F: 2 clusters Score -8042160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7996903.000000 Penalty: 5515.520996
	Iteration 0F: 3 clusters Score -7996903 nChanged 31522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -8014500.000000 Penalty: 5515.520996
	Iteration 1F: 3 clusters Score -8014500 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -8015165.000000 Penalty: 5515.520996
	Iteration 2Q: 3 clusters Score -8015165 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8015795.500000 Penalty: 5515.520996
	Iteration 3Q: 3 clusters Score -8015796 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8016495.000000 Penalty: 5515.520996
	Iteration 4Q: 3 clusters Score -8016495 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -8017266.000000 Penalty: 5515.520996
	Iteration 5Q: 3 clusters Score -8017266 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -8018244.500000 Penalty: 5515.520996
	Iteration 6Q: 3 clusters Score -8018244 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8019558.500000 Penalty: 5515.520996
	Iteration 7Q: 3 clusters Score -8019558 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8021329.000000 Penalty: 5515.520996
	Iteration 8Q: 3 clusters Score -8021329 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8023559.500000 Penalty: 5515.520996
	Iteration 9F: 3 clusters Score -8023560 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -8026083.500000 Penalty: 5515.520996
	Iteration 10F: 3 clusters Score -8026084 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -8028494.000000 Penalty: 5515.520996
	Iteration 11F: 3 clusters Score -8028494 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8030260.500000 Penalty: 5515.520996
	Iteration 12Q: 3 clusters Score -8030260 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -8031345.500000 Penalty: 5515.520996
	Iteration 13Q: 3 clusters Score -8031346 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8031989.500000 Penalty: 5515.520996
	Iteration 14Q: 3 clusters Score -8031990 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -8032532.500000 Penalty: 5515.520996
	Iteration 15Q: 3 clusters Score -8032532 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -8032934.000000 Penalty: 5515.520996
	Iteration 16Q: 3 clusters Score -8032934 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -8033304.500000 Penalty: 5515.520996
	Iteration 17Q: 3 clusters Score -8033304 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -8033655.500000 Penalty: 5515.520996
	Iteration 18Q: 3 clusters Score -8033656 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -8033954.000000 Penalty: 5515.520996
	Iteration 19Q: 3 clusters Score -8033954 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -8034281.000000 Penalty: 5515.520996
	Iteration 20F: 3 clusters Score -8034281 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -8034641.500000 Penalty: 5515.520996
	Iteration 21Q: 3 clusters Score -8034642 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -8034955.000000 Penalty: 5515.520996
	Iteration 22Q: 3 clusters Score -8034955 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -8035256.500000 Penalty: 5515.520996
	Iteration 23Q: 3 clusters Score -8035256 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -8035521.500000 Penalty: 5515.520996
	Iteration 24Q: 3 clusters Score -8035522 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8035798.000000 Penalty: 5515.520996
	Iteration 25Q: 3 clusters Score -8035798 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8036089.000000 Penalty: 5515.520996
	Iteration 26Q: 3 clusters Score -8036089 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -8036281.500000 Penalty: 5515.520996
	Iteration 27Q: 3 clusters Score -8036282 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -8036532.500000 Penalty: 5515.520996
	Iteration 28Q: 3 clusters Score -8036532 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -8036764.000000 Penalty: 5515.520996
	Iteration 29Q: 3 clusters Score -8036764 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -8036953.000000 Penalty: 5515.520996
	Iteration 30Q: 3 clusters Score -8036953 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8037191.000000 Penalty: 5515.520996
	Iteration 31Q: 3 clusters Score -8037191 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8037430.000000 Penalty: 5515.520996
	Iteration 32Q: 3 clusters Score -8037430 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -8037657.500000 Penalty: 5515.520996
	Iteration 33Q: 3 clusters Score -8037658 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -8037887.500000 Penalty: 5515.520996
	Iteration 34Q: 3 clusters Score -8037888 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8038111.500000 Penalty: 5515.520996
	Iteration 35Q: 3 clusters Score -8038112 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8038302.500000 Penalty: 5515.520996
	Iteration 36Q: 3 clusters Score -8038302 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8038461.000000 Penalty: 5515.520996
	Iteration 37Q: 3 clusters Score -8038461 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8038609.500000 Penalty: 5515.520996
	Iteration 38Q: 3 clusters Score -8038610 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8038776.000000 Penalty: 5515.520996
	Iteration 39Q: 3 clusters Score -8038776 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8038915.500000 Penalty: 5515.520996
	Iteration 40F: 3 clusters Score -8038916 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8038986.500000 Penalty: 5515.520996
	Iteration 41Q: 3 clusters Score -8038986 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8039096.000000 Penalty: 5515.520996
	Iteration 42Q: 3 clusters Score -8039096 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8039222.500000 Penalty: 5515.520996
	Iteration 43Q: 3 clusters Score -8039222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8039329.000000 Penalty: 5515.520996
	Iteration 44Q: 3 clusters Score -8039329 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8039454.500000 Penalty: 5515.520996
	Iteration 45Q: 3 clusters Score -8039454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8039602.000000 Penalty: 5515.520996
	Iteration 46Q: 3 clusters Score -8039602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8039721.000000 Penalty: 5515.520996
	Iteration 47Q: 3 clusters Score -8039721 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8039794.000000 Penalty: 5515.520996
	Iteration 48Q: 3 clusters Score -8039794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8039861.500000 Penalty: 5515.520996
	Iteration 49Q: 3 clusters Score -8039862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8039894.500000 Penalty: 5515.520996
	Iteration 50Q: 3 clusters Score -8039894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8039911.500000 Penalty: 5515.520996
	Iteration 51Q: 3 clusters Score -8039912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8039937.500000 Penalty: 5515.520996
	Iteration 52Q: 3 clusters Score -8039938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8039957.500000 Penalty: 5515.520996
	Iteration 53Q: 3 clusters Score -8039958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8039973.000000 Penalty: 5515.520996
	Iteration 54Q: 3 clusters Score -8039973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8039988.500000 Penalty: 5515.520996
	Iteration 55Q: 3 clusters Score -8039988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8040001.000000 Penalty: 5515.520996
	Iteration 56Q: 3 clusters Score -8040001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8040001.000000 Penalty: 5515.520996
	Iteration 57Q: 3 clusters Score -8040001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8040012.500000 Penalty: 5515.520996
	Iteration 58Q: 3 clusters Score -8040012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8040026.000000 Penalty: 5515.520996
	Iteration 59Q: 3 clusters Score -8040026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8040023.500000 Penalty: 5515.520996
	Iteration 60F: 3 clusters Score -8040024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8040024.000000 Penalty: 5515.520996
	Iteration 61Q: 3 clusters Score -8040024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8040030.500000 Penalty: 5515.520996
	Iteration 62Q: 3 clusters Score -8040030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8040037.000000 Penalty: 5515.520996
	Iteration 63Q: 3 clusters Score -8040037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8040037.000000 Penalty: 5515.520996
	Iteration 64Q: 3 clusters Score -8040037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8040034.000000 Penalty: 5515.520996
	Iteration 65Q: 3 clusters Score -8040034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8040037.000000 Penalty: 5515.520996
	Iteration 66Q: 3 clusters Score -8040037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8040036.500000 Penalty: 5515.520996
	Iteration 67Q: 3 clusters Score -8040036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8040046.500000 Penalty: 5515.520996
	Iteration 68Q: 3 clusters Score -8040046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8040050.000000 Penalty: 5515.520996
	Iteration 69Q: 3 clusters Score -8040050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8040056.500000 Penalty: 5515.520996
	Iteration 70Q: 3 clusters Score -8040056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8040053.000000 Penalty: 5515.520996
	Iteration 71Q: 3 clusters Score -8040053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8040052.000000 Penalty: 5515.520996
	Iteration 72Q: 3 clusters Score -8040052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8040052.000000 Penalty: 5515.520996
	Iteration 73F: 3 clusters Score -8040052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -163977.828125 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -163977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161683.156250 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -161683.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -162176.187500 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -162176.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162355.906250 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -162355.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162487.734375 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -162487.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -162577.906250 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -162577.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162679.828125 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -162679.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -162811.796875 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -162811.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -162898.593750 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -162898.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -162978.906250 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -162978.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163042.203125 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -163042.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -163071.328125 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -163071.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -163104.796875 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -163104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163126.859375 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -163126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -163138.234375 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -163138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163147.546875 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -163147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -163155.781250 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -163155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -163170.265625 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -163170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -163183.671875 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -163183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -163190.671875 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -163190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -163193.984375 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -163194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163201.796875 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -163201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163228.703125 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -163228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -163242.390625 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -163242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -163252.578125 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -163252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -163255.890625 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -163255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -163261.421875 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -163261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -163269.078125 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -163269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -163275.515625 Penalty: 3655.634521
	Iteration 27Q: 3 clusters Score -163275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163276.156250 Penalty: 3655.634521
	Iteration 28Q: 3 clusters Score -163276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163276.156250 Penalty: 3655.634521
	Iteration 29F: 3 clusters Score -163276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -642574.812500 Penalty: 2138.234619
	Iteration 0F: 2 clusters Score -642574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -637661.500000 Penalty: 4276.469238
	Iteration 0F: 3 clusters Score -637661.5 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -638886.062500 Penalty: 4276.469238
	Iteration 1F: 3 clusters Score -638886.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -639119.000000 Penalty: 4276.469238
	Iteration 2F: 3 clusters Score -639119 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -639265.312500 Penalty: 4276.469238
	Iteration 3Q: 3 clusters Score -639265.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -639361.125000 Penalty: 4276.469238
	Iteration 4Q: 3 clusters Score -639361.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -639446.312500 Penalty: 4276.469238
	Iteration 5Q: 3 clusters Score -639446.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -639523.187500 Penalty: 4276.469238
	Iteration 6Q: 3 clusters Score -639523.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -639592.125000 Penalty: 4276.469238
	Iteration 7Q: 3 clusters Score -639592.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -639658.500000 Penalty: 4276.469238
	Iteration 8Q: 3 clusters Score -639658.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -639730.062500 Penalty: 4276.469238
	Iteration 9Q: 3 clusters Score -639730.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -639800.187500 Penalty: 4276.469238
	Iteration 10Q: 3 clusters Score -639800.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -639869.937500 Penalty: 4276.469238
	Iteration 11Q: 3 clusters Score -639869.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -639934.875000 Penalty: 4276.469238
	Iteration 12Q: 3 clusters Score -639934.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -640006.375000 Penalty: 4276.469238
	Iteration 13Q: 3 clusters Score -640006.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -640084.375000 Penalty: 4276.469238
	Iteration 14Q: 3 clusters Score -640084.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -640176.500000 Penalty: 4276.469238
	Iteration 15Q: 3 clusters Score -640176.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -640268.625000 Penalty: 4276.469238
	Iteration 16Q: 3 clusters Score -640268.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -640343.937500 Penalty: 4276.469238
	Iteration 17Q: 3 clusters Score -640343.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -640399.062500 Penalty: 4276.469238
	Iteration 18Q: 3 clusters Score -640399.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -640456.062500 Penalty: 4276.469238
	Iteration 19Q: 3 clusters Score -640456.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -640512.750000 Penalty: 4276.469238
	Iteration 20F: 3 clusters Score -640512.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -640570.625000 Penalty: 4276.469238
	Iteration 21Q: 3 clusters Score -640570.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -640606.250000 Penalty: 4276.469238
	Iteration 22Q: 3 clusters Score -640606.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -640637.437500 Penalty: 4276.469238
	Iteration 23Q: 3 clusters Score -640637.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -640660.625000 Penalty: 4276.469238
	Iteration 24Q: 3 clusters Score -640660.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -640677.687500 Penalty: 4276.469238
	Iteration 25Q: 3 clusters Score -640677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -640691.875000 Penalty: 4276.469238
	Iteration 26Q: 3 clusters Score -640691.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -640705.625000 Penalty: 4276.469238
	Iteration 27Q: 3 clusters Score -640705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -640719.937500 Penalty: 4276.469238
	Iteration 28Q: 3 clusters Score -640719.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -640735.625000 Penalty: 4276.469238
	Iteration 29Q: 3 clusters Score -640735.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -640745.312500 Penalty: 4276.469238
	Iteration 30Q: 3 clusters Score -640745.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -640753.500000 Penalty: 4276.469238
	Iteration 31Q: 3 clusters Score -640753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -640759.250000 Penalty: 4276.469238
	Iteration 32Q: 3 clusters Score -640759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -640763.125000 Penalty: 4276.469238
	Iteration 33Q: 3 clusters Score -640763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -640769.187500 Penalty: 4276.469238
	Iteration 34Q: 3 clusters Score -640769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -640773.312500 Penalty: 4276.469238
	Iteration 35Q: 3 clusters Score -640773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -640774.000000 Penalty: 4276.469238
	Iteration 36Q: 3 clusters Score -640774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -640774.062500 Penalty: 4276.469238
	Iteration 37Q: 3 clusters Score -640774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -640776.000000 Penalty: 4276.469238
	Iteration 38Q: 3 clusters Score -640776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -640776.187500 Penalty: 4276.469238
	Iteration 39Q: 3 clusters Score -640776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -640779.625000 Penalty: 4276.469238
	Iteration 40F: 3 clusters Score -640779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -640781.125000 Penalty: 4276.469238
	Iteration 41Q: 3 clusters Score -640781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -640781.375000 Penalty: 4276.469238
	Iteration 42Q: 3 clusters Score -640781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -640781.250000 Penalty: 4276.469238
	Iteration 43Q: 3 clusters Score -640781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -640781.250000 Penalty: 4276.469238
	Iteration 44F: 3 clusters Score -640781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1320331.375000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1320331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1311810.500000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1311810 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1314371.000000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1314371 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1314699.250000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1314699 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1314962.250000 Penalty: 4626.749023
	Iteration 3Q: 3 clusters Score -1314962 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1315156.750000 Penalty: 4626.749023
	Iteration 4Q: 3 clusters Score -1315157 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1315328.750000 Penalty: 4626.749023
	Iteration 5Q: 3 clusters Score -1315329 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1315496.750000 Penalty: 4626.749023
	Iteration 6Q: 3 clusters Score -1315497 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1315693.875000 Penalty: 4626.749023
	Iteration 7Q: 3 clusters Score -1315694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1315879.625000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1315880 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1316046.875000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1316047 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1316180.375000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1316180 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1316321.250000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1316321 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1316471.375000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1316471 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1316647.750000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1316648 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1316849.000000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1316849 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1317096.250000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1317096 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1317442.625000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1317443 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1317859.750000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1317860 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1318244.500000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1318244 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1318591.375000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1318591 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1318811.750000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1318812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1318964.125000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1318964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1319055.625000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1319056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1319113.750000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1319114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1319151.875000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1319152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1319177.375000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1319177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1319194.000000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1319194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1319206.875000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1319207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1319210.500000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1319210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1319217.875000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1319218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1319219.500000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1319220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1319224.125000 Penalty: 4626.749023
	Iteration 31Q: 3 clusters Score -1319224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1319225.500000 Penalty: 4626.749023
	Iteration 32Q: 3 clusters Score -1319226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1319230.500000 Penalty: 4626.749023
	Iteration 33Q: 3 clusters Score -1319230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1319235.750000 Penalty: 4626.749023
	Iteration 34Q: 3 clusters Score -1319236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1319237.125000 Penalty: 4626.749023
	Iteration 35Q: 3 clusters Score -1319237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1319238.500000 Penalty: 4626.749023
	Iteration 36Q: 3 clusters Score -1319238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1319240.000000 Penalty: 4626.749023
	Iteration 37Q: 3 clusters Score -1319240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1319239.625000 Penalty: 4626.749023
	Iteration 38Q: 3 clusters Score -1319240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1319241.875000 Penalty: 4626.749023
	Iteration 39Q: 3 clusters Score -1319242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1319241.875000 Penalty: 4626.749023
	Iteration 40F: 3 clusters Score -1319242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -320100.375000 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -320100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -316872.687500 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -316872.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317605.875000 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -317605.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -317909.656250 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -317909.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318186.875000 Penalty: 3970.827637
	Iteration 3F: 3 clusters Score -318186.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -318475.687500 Penalty: 3970.827637
	Iteration 4F: 3 clusters Score -318475.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -318727.468750 Penalty: 3970.827637
	Iteration 5F: 3 clusters Score -318727.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -318952.968750 Penalty: 3970.827637
	Iteration 6F: 3 clusters Score -318953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -319139.218750 Penalty: 3970.827637
	Iteration 7Q: 3 clusters Score -319139.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -319272.750000 Penalty: 3970.827637
	Iteration 8Q: 3 clusters Score -319272.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -319348.656250 Penalty: 3970.827637
	Iteration 9Q: 3 clusters Score -319348.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -319391.156250 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -319391.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -319417.000000 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -319417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -319433.406250 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -319433.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -319443.437500 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -319443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -319447.812500 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -319447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -319450.812500 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -319450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -319453.000000 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -319453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -319455.250000 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -319455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -319457.312500 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -319457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -319458.718750 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -319458.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -319458.718750 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -319458.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -272083.750000 Penalty: 1933.728271
	Iteration 0F: 2 clusters Score -272083.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -269169.250000 Penalty: 3867.456543
	Iteration 0F: 3 clusters Score -269169.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -269689.000000 Penalty: 3867.456543
	Iteration 1F: 3 clusters Score -269689 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -269846.281250 Penalty: 3867.456543
	Iteration 2F: 3 clusters Score -269846.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -269991.718750 Penalty: 3867.456543
	Iteration 3F: 3 clusters Score -269991.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -270098.812500 Penalty: 3867.456543
	Iteration 4Q: 3 clusters Score -270098.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -270198.937500 Penalty: 3867.456543
	Iteration 5Q: 3 clusters Score -270198.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -270302.593750 Penalty: 3867.456543
	Iteration 6Q: 3 clusters Score -270302.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -270431.812500 Penalty: 3867.456543
	Iteration 7Q: 3 clusters Score -270431.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -270521.500000 Penalty: 3867.456543
	Iteration 8Q: 3 clusters Score -270521.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270595.343750 Penalty: 3867.456543
	Iteration 9Q: 3 clusters Score -270595.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270668.437500 Penalty: 3867.456543
	Iteration 10Q: 3 clusters Score -270668.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270735.031250 Penalty: 3867.456543
	Iteration 11Q: 3 clusters Score -270735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270784.750000 Penalty: 3867.456543
	Iteration 12Q: 3 clusters Score -270784.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270834.093750 Penalty: 3867.456543
	Iteration 13Q: 3 clusters Score -270834.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -270864.906250 Penalty: 3867.456543
	Iteration 14Q: 3 clusters Score -270864.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -270880.531250 Penalty: 3867.456543
	Iteration 15Q: 3 clusters Score -270880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -270886.906250 Penalty: 3867.456543
	Iteration 16Q: 3 clusters Score -270886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270891.812500 Penalty: 3867.456543
	Iteration 17Q: 3 clusters Score -270891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -270896.125000 Penalty: 3867.456543
	Iteration 18Q: 3 clusters Score -270896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -270900.218750 Penalty: 3867.456543
	Iteration 19Q: 3 clusters Score -270900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270904.031250 Penalty: 3867.456543
	Iteration 20F: 3 clusters Score -270904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -270906.500000 Penalty: 3867.456543
	Iteration 21Q: 3 clusters Score -270906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -270907.281250 Penalty: 3867.456543
	Iteration 22Q: 3 clusters Score -270907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270907.906250 Penalty: 3867.456543
	Iteration 23Q: 3 clusters Score -270907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -270909.375000 Penalty: 3867.456543
	Iteration 24Q: 3 clusters Score -270909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270909.687500 Penalty: 3867.456543
	Iteration 25Q: 3 clusters Score -270909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270909.687500 Penalty: 3867.456543
	Iteration 26F: 3 clusters Score -270909.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1343105.000000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1343105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1334103.750000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1334104 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1337337.750000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1337338 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1338498.875000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1338499 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1339668.000000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1339668 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1340444.625000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1340445 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1340872.500000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1340872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1341203.875000 Penalty: 4662.261230
	Iteration 6Q: 3 clusters Score -1341204 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1341488.000000 Penalty: 4662.261230
	Iteration 7Q: 3 clusters Score -1341488 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1341757.000000 Penalty: 4662.261230
	Iteration 8Q: 3 clusters Score -1341757 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1341957.125000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1341957 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1342090.375000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1342090 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1342183.375000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1342183 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1342250.750000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1342251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1342292.875000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1342293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1342322.500000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1342322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1342341.250000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1342341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1342361.750000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1342362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1342365.875000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1342366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1342371.750000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1342372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1342384.625000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1342385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1342391.625000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1342392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1342398.625000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1342399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1342401.875000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1342402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1342405.750000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1342406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1342410.000000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1342410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1342410.875000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1342411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1342409.625000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1342410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1342412.625000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1342413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1342413.875000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1342414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1342417.375000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1342417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1342418.625000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1342419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1342426.750000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1342427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1342427.250000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1342427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1342431.000000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1342431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1342431.000000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1342431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1342430.750000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1342431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1342431.000000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1342431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1342436.250000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1342436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1342434.875000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1342435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1342433.875000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1342434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1342432.500000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1342432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1342433.125000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1342433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1342432.500000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1342432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1342433.625000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1342434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1342434.000000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1342434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1342435.250000 Penalty: 4662.261230
	Iteration 45Q: 3 clusters Score -1342435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1342432.250000 Penalty: 4662.261230
	Iteration 46Q: 3 clusters Score -1342432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1342430.625000 Penalty: 4662.261230
	Iteration 47Q: 3 clusters Score -1342431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1342429.625000 Penalty: 4662.261230
	Iteration 48Q: 3 clusters Score -1342430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1342429.625000 Penalty: 4662.261230
	Iteration 49F: 3 clusters Score -1342430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -615074.000000 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -615074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -610428.687500 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -610428.7 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -611737.875000 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -611737.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -612069.812500 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -612069.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -612277.250000 Penalty: 4251.741699
	Iteration 3F: 3 clusters Score -612277.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -612459.500000 Penalty: 4251.741699
	Iteration 4Q: 3 clusters Score -612459.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -612623.312500 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -612623.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -612780.937500 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -612780.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -612914.000000 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -612914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -613033.000000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -613033 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -613133.062500 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -613133.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -613200.000000 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -613200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -613237.562500 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -613237.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -613260.750000 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -613260.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -613280.312500 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -613280.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -613309.000000 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -613309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -613335.375000 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -613335.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -613362.312500 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -613362.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -613385.750000 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -613385.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -613405.250000 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -613405.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -613418.000000 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -613418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -613431.812500 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -613431.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -613444.062500 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -613444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -613458.750000 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -613458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -613471.687500 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -613471.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -613476.187500 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -613476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -613481.937500 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -613481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -613487.812500 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -613487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -613491.625000 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -613491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -613497.000000 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -613497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -613500.625000 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -613500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -613505.312500 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -613505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -613507.750000 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -613507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -613510.187500 Penalty: 4251.741699
	Iteration 32Q: 3 clusters Score -613510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -613517.187500 Penalty: 4251.741699
	Iteration 33Q: 3 clusters Score -613517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -613520.250000 Penalty: 4251.741699
	Iteration 34Q: 3 clusters Score -613520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -613525.000000 Penalty: 4251.741699
	Iteration 35Q: 3 clusters Score -613525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -613525.937500 Penalty: 4251.741699
	Iteration 36Q: 3 clusters Score -613525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -613527.125000 Penalty: 4251.741699
	Iteration 37Q: 3 clusters Score -613527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -613527.750000 Penalty: 4251.741699
	Iteration 38Q: 3 clusters Score -613527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -613528.062500 Penalty: 4251.741699
	Iteration 39Q: 3 clusters Score -613528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -613528.062500 Penalty: 4251.741699
	Iteration 40F: 3 clusters Score -613528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -382910.406250 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -382910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -379453.062500 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -379453.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -380252.125000 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -380252.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -380477.468750 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -380477.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380626.312500 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -380626.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -380725.843750 Penalty: 4029.872803
	Iteration 4Q: 3 clusters Score -380725.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -380815.281250 Penalty: 4029.872803
	Iteration 5Q: 3 clusters Score -380815.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -380888.406250 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -380888.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -380948.062500 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -380948.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -380988.468750 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -380988.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -381030.593750 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -381030.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -381070.875000 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -381070.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -381113.562500 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -381113.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381161.593750 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -381161.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -381210.593750 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -381210.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -381272.031250 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -381272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -381338.937500 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -381338.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381417.468750 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -381417.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -381486.875000 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -381486.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -381537.125000 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -381537.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -381587.593750 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -381587.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -381639.000000 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -381639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -381709.812500 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -381709.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -381785.125000 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -381785.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381865.812500 Penalty: 4029.872803
	Iteration 23Q: 3 clusters Score -381865.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -381943.531250 Penalty: 4029.872803
	Iteration 24Q: 3 clusters Score -381943.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382011.531250 Penalty: 4029.872803
	Iteration 25Q: 3 clusters Score -382011.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -382083.156250 Penalty: 4029.872803
	Iteration 26Q: 3 clusters Score -382083.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -382159.031250 Penalty: 4029.872803
	Iteration 27Q: 3 clusters Score -382159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382217.968750 Penalty: 4029.872803
	Iteration 28Q: 3 clusters Score -382218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -382268.062500 Penalty: 4029.872803
	Iteration 29Q: 3 clusters Score -382268.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -382304.593750 Penalty: 4029.872803
	Iteration 30Q: 3 clusters Score -382304.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -382336.062500 Penalty: 4029.872803
	Iteration 31Q: 3 clusters Score -382336.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -382357.375000 Penalty: 4029.872803
	Iteration 32Q: 3 clusters Score -382357.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -382373.812500 Penalty: 4029.872803
	Iteration 33Q: 3 clusters Score -382373.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -382385.468750 Penalty: 4029.872803
	Iteration 34Q: 3 clusters Score -382385.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -382397.781250 Penalty: 4029.872803
	Iteration 35Q: 3 clusters Score -382397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -382411.781250 Penalty: 4029.872803
	Iteration 36Q: 3 clusters Score -382411.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -382421.562500 Penalty: 4029.872803
	Iteration 37Q: 3 clusters Score -382421.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -382429.218750 Penalty: 4029.872803
	Iteration 38Q: 3 clusters Score -382429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -382436.906250 Penalty: 4029.872803
	Iteration 39Q: 3 clusters Score -382436.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -382444.531250 Penalty: 4029.872803
	Iteration 40F: 3 clusters Score -382444.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -382447.937500 Penalty: 4029.872803
	Iteration 41Q: 3 clusters Score -382447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -382455.437500 Penalty: 4029.872803
	Iteration 42Q: 3 clusters Score -382455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -382462.437500 Penalty: 4029.872803
	Iteration 43Q: 3 clusters Score -382462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382467.375000 Penalty: 4029.872803
	Iteration 44Q: 3 clusters Score -382467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -382469.968750 Penalty: 4029.872803
	Iteration 45Q: 3 clusters Score -382470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -382472.062500 Penalty: 4029.872803
	Iteration 46Q: 3 clusters Score -382472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382471.656250 Penalty: 4029.872803
	Iteration 47Q: 3 clusters Score -382471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382471.656250 Penalty: 4029.872803
	Iteration 48F: 3 clusters Score -382471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Entering Unmasked Estep 
Score: -9341634.000000 Penalty: 2791.412354
	Iteration 0F: 2 clusters Score -9341634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -9289801.000000 Penalty: 5582.824707
	Iteration 0F: 3 clusters Score -9289801 nChanged 36423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9310659.000000 Penalty: 5582.824707
	Iteration 1F: 3 clusters Score -9310659 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -9312020.000000 Penalty: 5582.824707
	Iteration 2Q: 3 clusters Score -9312020 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9314050.000000 Penalty: 5582.824707
	Iteration 3F: 3 clusters Score -9314050 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -9317388.000000 Penalty: 5582.824707
	Iteration 4F: 3 clusters Score -9317388 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -9321919.000000 Penalty: 5582.824707
	Iteration 5F: 3 clusters Score -9321919 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -9327080.000000 Penalty: 5582.824707
	Iteration 6F: 3 clusters Score -9327080 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -9331763.000000 Penalty: 5582.824707
	Iteration 7F: 3 clusters Score -9331763 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -9335301.000000 Penalty: 5582.824707
	Iteration 8Q: 3 clusters Score -9335301 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9337350.000000 Penalty: 5582.824707
	Iteration 9Q: 3 clusters Score -9337350 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9338344.000000 Penalty: 5582.824707
	Iteration 10Q: 3 clusters Score -9338344 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -9338769.000000 Penalty: 5582.824707
	Iteration 11Q: 3 clusters Score -9338769 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -9338956.000000 Penalty: 5582.824707
	Iteration 12Q: 3 clusters Score -9338956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -9339077.000000 Penalty: 5582.824707
	Iteration 13Q: 3 clusters Score -9339077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -9339146.000000 Penalty: 5582.824707
	Iteration 14Q: 3 clusters Score -9339146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -9339170.000000 Penalty: 5582.824707
	Iteration 15Q: 3 clusters Score -9339170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -9339208.000000 Penalty: 5582.824707
	Iteration 16Q: 3 clusters Score -9339208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -9339217.000000 Penalty: 5582.824707
	Iteration 17Q: 3 clusters Score -9339217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -9339229.000000 Penalty: 5582.824707
	Iteration 18Q: 3 clusters Score -9339229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -9339251.000000 Penalty: 5582.824707
	Iteration 19Q: 3 clusters Score -9339251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -9339256.000000 Penalty: 5582.824707
	Iteration 20F: 3 clusters Score -9339256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -9339252.000000 Penalty: 5582.824707
	Iteration 21Q: 3 clusters Score -9339252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -9339247.000000 Penalty: 5582.824707
	Iteration 22Q: 3 clusters Score -9339247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9339259.000000 Penalty: 5582.824707
	Iteration 23Q: 3 clusters Score -9339259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -9339265.000000 Penalty: 5582.824707
	Iteration 24Q: 3 clusters Score -9339265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -9339264.000000 Penalty: 5582.824707
	Iteration 25Q: 3 clusters Score -9339264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -9339264.000000 Penalty: 5582.824707
	Iteration 26F: 3 clusters Score -9339264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -532044.687500 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -532044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -527701.625000 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -527701.6 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -528720.625000 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -528720.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -528950.500000 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -528950.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -529114.500000 Penalty: 4192.675293
	Iteration 3F: 3 clusters Score -529114.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -529241.125000 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -529241.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -529363.562500 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -529363.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -529460.500000 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -529460.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -529575.312500 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -529575.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -529738.562500 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -529738.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -529970.437500 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -529970.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -530212.500000 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -530212.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -530466.250000 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -530466.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -530678.125000 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -530678.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -531014.437500 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -531014.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -531695.312500 Penalty: 4192.675293
	Iteration 14F: 3 clusters Score -531695.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -532901.750000 Penalty: 4192.675293
	Iteration 15F: 3 clusters Score -532901.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -533833.937500 Penalty: 4192.675293
	Iteration 16F: 3 clusters Score -533833.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -534239.687500 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -534239.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -534326.250000 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -534326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -534330.687500 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -534330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -534333.062500 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -534333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -534333.437500 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -534333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -534333.437500 Penalty: 4192.675293
	Iteration 22F: 3 clusters Score -534333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Mstep: Class 31 contains 2950 members 
Entering Unmasked Estep 
Score: -45034732.000000 Penalty: 99034.976562
Splitting cluster 13 changes total score from -45033400.000000 to -45034732.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -204059.531250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -204059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -201605.515625 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -201605.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202202.671875 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -202202.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -202421.437500 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -202421.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -202559.828125 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -202559.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -202686.312500 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -202686.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202802.140625 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -202802.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202884.500000 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -202884.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202959.453125 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -202959.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -203022.390625 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -203022.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203083.437500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -203083.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203135.781250 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -203135.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203183.984375 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -203184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -203269.281250 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -203269.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -203334.812500 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -203334.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -203379.296875 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -203379.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -203416.343750 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -203416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -203443.515625 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -203443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -203465.718750 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -203465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -203473.656250 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -203473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -203475.312500 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -203475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -203510.484375 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -203510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -203535.015625 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -203535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -203541.375000 Penalty: 3756.216553
	Iteration 22Q: 3 clusters Score -203541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -203544.562500 Penalty: 3756.216553
	Iteration 23Q: 3 clusters Score -203544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -203544.562500 Penalty: 3756.216553
	Iteration 24F: 3 clusters Score -203544.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Entering Unmasked Estep 
Score: -1752126.625000 Penalty: 2379.591309
	Iteration 0F: 2 clusters Score -1752127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1741438.375000 Penalty: 4759.182617
	Iteration 0F: 3 clusters Score -1741438 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1744752.375000 Penalty: 4759.182617
	Iteration 1F: 3 clusters Score -1744752 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1745151.625000 Penalty: 4759.182617
	Iteration 2F: 3 clusters Score -1745152 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1745487.125000 Penalty: 4759.182617
	Iteration 3F: 3 clusters Score -1745487 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1745766.375000 Penalty: 4759.182617
	Iteration 4Q: 3 clusters Score -1745766 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1746079.250000 Penalty: 4759.182617
	Iteration 5Q: 3 clusters Score -1746079 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1746472.000000 Penalty: 4759.182617
	Iteration 6Q: 3 clusters Score -1746472 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1747010.625000 Penalty: 4759.182617
	Iteration 7F: 3 clusters Score -1747011 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1747709.250000 Penalty: 4759.182617
	Iteration 8F: 3 clusters Score -1747709 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1748416.750000 Penalty: 4759.182617
	Iteration 9F: 3 clusters Score -1748417 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1748985.625000 Penalty: 4759.182617
	Iteration 10Q: 3 clusters Score -1748986 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1749345.625000 Penalty: 4759.182617
	Iteration 11Q: 3 clusters Score -1749346 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1749593.375000 Penalty: 4759.182617
	Iteration 12Q: 3 clusters Score -1749593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1749752.125000 Penalty: 4759.182617
	Iteration 13Q: 3 clusters Score -1749752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1749881.750000 Penalty: 4759.182617
	Iteration 14Q: 3 clusters Score -1749882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1749950.250000 Penalty: 4759.182617
	Iteration 15Q: 3 clusters Score -1749950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1750003.875000 Penalty: 4759.182617
	Iteration 16Q: 3 clusters Score -1750004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1750028.000000 Penalty: 4759.182617
	Iteration 17Q: 3 clusters Score -1750028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1750055.000000 Penalty: 4759.182617
	Iteration 18Q: 3 clusters Score -1750055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1750070.625000 Penalty: 4759.182617
	Iteration 19Q: 3 clusters Score -1750071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1750100.750000 Penalty: 4759.182617
	Iteration 20F: 3 clusters Score -1750101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1750115.750000 Penalty: 4759.182617
	Iteration 21Q: 3 clusters Score -1750116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1750134.625000 Penalty: 4759.182617
	Iteration 22Q: 3 clusters Score -1750135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1750139.750000 Penalty: 4759.182617
	Iteration 23Q: 3 clusters Score -1750140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1750142.250000 Penalty: 4759.182617
	Iteration 24Q: 3 clusters Score -1750142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1750155.000000 Penalty: 4759.182617
	Iteration 25Q: 3 clusters Score -1750155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1750162.000000 Penalty: 4759.182617
	Iteration 26Q: 3 clusters Score -1750162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1750162.625000 Penalty: 4759.182617
	Iteration 27Q: 3 clusters Score -1750163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1750165.500000 Penalty: 4759.182617
	Iteration 28Q: 3 clusters Score -1750166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1750167.875000 Penalty: 4759.182617
	Iteration 29Q: 3 clusters Score -1750168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1750167.875000 Penalty: 4759.182617
	Iteration 30F: 3 clusters Score -1750168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Entering Unmasked Estep 
Score: -1465758.500000 Penalty: 2332.542480
	Iteration 0F: 2 clusters Score -1465758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1456642.375000 Penalty: 4665.084961
	Iteration 0F: 3 clusters Score -1456642 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1459359.375000 Penalty: 4665.084961
	Iteration 1F: 3 clusters Score -1459359 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1459648.125000 Penalty: 4665.084961
	Iteration 2F: 3 clusters Score -1459648 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1459872.875000 Penalty: 4665.084961
	Iteration 3Q: 3 clusters Score -1459873 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1460099.750000 Penalty: 4665.084961
	Iteration 4Q: 3 clusters Score -1460100 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1460335.500000 Penalty: 4665.084961
	Iteration 5Q: 3 clusters Score -1460336 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1460595.875000 Penalty: 4665.084961
	Iteration 6Q: 3 clusters Score -1460596 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1460868.750000 Penalty: 4665.084961
	Iteration 7Q: 3 clusters Score -1460869 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1461187.000000 Penalty: 4665.084961
	Iteration 8Q: 3 clusters Score -1461187 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1461488.500000 Penalty: 4665.084961
	Iteration 9Q: 3 clusters Score -1461488 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1461784.875000 Penalty: 4665.084961
	Iteration 10Q: 3 clusters Score -1461785 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1462063.250000 Penalty: 4665.084961
	Iteration 11Q: 3 clusters Score -1462063 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1462322.375000 Penalty: 4665.084961
	Iteration 12Q: 3 clusters Score -1462322 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1462571.250000 Penalty: 4665.084961
	Iteration 13Q: 3 clusters Score -1462571 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1462814.000000 Penalty: 4665.084961
	Iteration 14Q: 3 clusters Score -1462814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1463035.875000 Penalty: 4665.084961
	Iteration 15Q: 3 clusters Score -1463036 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1463207.500000 Penalty: 4665.084961
	Iteration 16Q: 3 clusters Score -1463208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1463329.500000 Penalty: 4665.084961
	Iteration 17Q: 3 clusters Score -1463330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1463421.125000 Penalty: 4665.084961
	Iteration 18Q: 3 clusters Score -1463421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1463485.250000 Penalty: 4665.084961
	Iteration 19Q: 3 clusters Score -1463485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1463543.125000 Penalty: 4665.084961
	Iteration 20F: 3 clusters Score -1463543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1463583.375000 Penalty: 4665.084961
	Iteration 21Q: 3 clusters Score -1463583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1463614.625000 Penalty: 4665.084961
	Iteration 22Q: 3 clusters Score -1463615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1463645.250000 Penalty: 4665.084961
	Iteration 23Q: 3 clusters Score -1463645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1463666.000000 Penalty: 4665.084961
	Iteration 24Q: 3 clusters Score -1463666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1463686.500000 Penalty: 4665.084961
	Iteration 25Q: 3 clusters Score -1463686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1463698.000000 Penalty: 4665.084961
	Iteration 26Q: 3 clusters Score -1463698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1463708.500000 Penalty: 4665.084961
	Iteration 27Q: 3 clusters Score -1463708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1463717.000000 Penalty: 4665.084961
	Iteration 28Q: 3 clusters Score -1463717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1463724.875000 Penalty: 4665.084961
	Iteration 29Q: 3 clusters Score -1463725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1463738.000000 Penalty: 4665.084961
	Iteration 30Q: 3 clusters Score -1463738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1463745.250000 Penalty: 4665.084961
	Iteration 31Q: 3 clusters Score -1463745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1463756.750000 Penalty: 4665.084961
	Iteration 32Q: 3 clusters Score -1463757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1463768.875000 Penalty: 4665.084961
	Iteration 33Q: 3 clusters Score -1463769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1463781.125000 Penalty: 4665.084961
	Iteration 34Q: 3 clusters Score -1463781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1463790.750000 Penalty: 4665.084961
	Iteration 35Q: 3 clusters Score -1463791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1463799.000000 Penalty: 4665.084961
	Iteration 36Q: 3 clusters Score -1463799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1463798.375000 Penalty: 4665.084961
	Iteration 37Q: 3 clusters Score -1463798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1463801.000000 Penalty: 4665.084961
	Iteration 38Q: 3 clusters Score -1463801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1463801.875000 Penalty: 4665.084961
	Iteration 39Q: 3 clusters Score -1463802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1463803.500000 Penalty: 4665.084961
	Iteration 40F: 3 clusters Score -1463804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1463804.375000 Penalty: 4665.084961
	Iteration 41Q: 3 clusters Score -1463804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1463804.000000 Penalty: 4665.084961
	Iteration 42Q: 3 clusters Score -1463804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1463803.875000 Penalty: 4665.084961
	Iteration 43Q: 3 clusters Score -1463804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1463809.625000 Penalty: 4665.084961
	Iteration 44Q: 3 clusters Score -1463810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1463814.125000 Penalty: 4665.084961
	Iteration 45Q: 3 clusters Score -1463814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1463816.125000 Penalty: 4665.084961
	Iteration 46Q: 3 clusters Score -1463816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1463818.625000 Penalty: 4665.084961
	Iteration 47Q: 3 clusters Score -1463819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1463825.875000 Penalty: 4665.084961
	Iteration 48Q: 3 clusters Score -1463826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1463824.375000 Penalty: 4665.084961
	Iteration 49Q: 3 clusters Score -1463824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1463824.375000 Penalty: 4665.084961
	Iteration 50F: 3 clusters Score -1463824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Entering Unmasked Estep 
Score: -1666297.625000 Penalty: 2382.243896
	Iteration 0F: 2 clusters Score -1666298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1655544.125000 Penalty: 4764.487793
	Iteration 0F: 3 clusters Score -1655544 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1659466.125000 Penalty: 4764.487793
	Iteration 1F: 3 clusters Score -1659466 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1660449.375000 Penalty: 4764.487793
	Iteration 2F: 3 clusters Score -1660449 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1661425.750000 Penalty: 4764.487793
	Iteration 3F: 3 clusters Score -1661426 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1662293.000000 Penalty: 4764.487793
	Iteration 4F: 3 clusters Score -1662293 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1663020.000000 Penalty: 4764.487793
	Iteration 5F: 3 clusters Score -1663020 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1663584.000000 Penalty: 4764.487793
	Iteration 6F: 3 clusters Score -1663584 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1663975.375000 Penalty: 4764.487793
	Iteration 7Q: 3 clusters Score -1663975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1664243.625000 Penalty: 4764.487793
	Iteration 8Q: 3 clusters Score -1664244 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1664444.625000 Penalty: 4764.487793
	Iteration 9Q: 3 clusters Score -1664445 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1664560.500000 Penalty: 4764.487793
	Iteration 10Q: 3 clusters Score -1664560 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1664631.875000 Penalty: 4764.487793
	Iteration 11Q: 3 clusters Score -1664632 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1664681.250000 Penalty: 4764.487793
	Iteration 12Q: 3 clusters Score -1664681 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1664715.750000 Penalty: 4764.487793
	Iteration 13Q: 3 clusters Score -1664716 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1664744.375000 Penalty: 4764.487793
	Iteration 14Q: 3 clusters Score -1664744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1664782.375000 Penalty: 4764.487793
	Iteration 15Q: 3 clusters Score -1664782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1664801.250000 Penalty: 4764.487793
	Iteration 16Q: 3 clusters Score -1664801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1664824.125000 Penalty: 4764.487793
	Iteration 17Q: 3 clusters Score -1664824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1664846.000000 Penalty: 4764.487793
	Iteration 18Q: 3 clusters Score -1664846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1664864.250000 Penalty: 4764.487793
	Iteration 19Q: 3 clusters Score -1664864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1664883.000000 Penalty: 4764.487793
	Iteration 20F: 3 clusters Score -1664883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1664904.875000 Penalty: 4764.487793
	Iteration 21Q: 3 clusters Score -1664905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1664920.625000 Penalty: 4764.487793
	Iteration 22Q: 3 clusters Score -1664921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1664938.500000 Penalty: 4764.487793
	Iteration 23Q: 3 clusters Score -1664938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1664956.875000 Penalty: 4764.487793
	Iteration 24Q: 3 clusters Score -1664957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1664974.500000 Penalty: 4764.487793
	Iteration 25Q: 3 clusters Score -1664974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1664993.875000 Penalty: 4764.487793
	Iteration 26Q: 3 clusters Score -1664994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1665025.500000 Penalty: 4764.487793
	Iteration 27Q: 3 clusters Score -1665026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1665041.125000 Penalty: 4764.487793
	Iteration 28Q: 3 clusters Score -1665041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1665055.125000 Penalty: 4764.487793
	Iteration 29Q: 3 clusters Score -1665055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1665066.875000 Penalty: 4764.487793
	Iteration 30Q: 3 clusters Score -1665067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1665075.125000 Penalty: 4764.487793
	Iteration 31Q: 3 clusters Score -1665075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1665083.250000 Penalty: 4764.487793
	Iteration 32Q: 3 clusters Score -1665083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1665088.500000 Penalty: 4764.487793
	Iteration 33Q: 3 clusters Score -1665088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1665092.125000 Penalty: 4764.487793
	Iteration 34Q: 3 clusters Score -1665092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1665102.000000 Penalty: 4764.487793
	Iteration 35Q: 3 clusters Score -1665102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1665107.375000 Penalty: 4764.487793
	Iteration 36Q: 3 clusters Score -1665107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1665111.000000 Penalty: 4764.487793
	Iteration 37Q: 3 clusters Score -1665111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1665114.000000 Penalty: 4764.487793
	Iteration 38Q: 3 clusters Score -1665114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1665121.125000 Penalty: 4764.487793
	Iteration 39Q: 3 clusters Score -1665121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1665123.750000 Penalty: 4764.487793
	Iteration 40F: 3 clusters Score -1665124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1665127.250000 Penalty: 4764.487793
	Iteration 41Q: 3 clusters Score -1665127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1665133.625000 Penalty: 4764.487793
	Iteration 42Q: 3 clusters Score -1665134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1665138.625000 Penalty: 4764.487793
	Iteration 43Q: 3 clusters Score -1665139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1665146.000000 Penalty: 4764.487793
	Iteration 44Q: 3 clusters Score -1665146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1665151.750000 Penalty: 4764.487793
	Iteration 45Q: 3 clusters Score -1665152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1665158.125000 Penalty: 4764.487793
	Iteration 46Q: 3 clusters Score -1665158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1665156.125000 Penalty: 4764.487793
	Iteration 47Q: 3 clusters Score -1665156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1665157.750000 Penalty: 4764.487793
	Iteration 48Q: 3 clusters Score -1665158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1665155.875000 Penalty: 4764.487793
	Iteration 49Q: 3 clusters Score -1665156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1665154.125000 Penalty: 4764.487793
	Iteration 50Q: 3 clusters Score -1665154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1665160.375000 Penalty: 4764.487793
	Iteration 51Q: 3 clusters Score -1665160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1665160.500000 Penalty: 4764.487793
	Iteration 52Q: 3 clusters Score -1665160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1665161.750000 Penalty: 4764.487793
	Iteration 53Q: 3 clusters Score -1665162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1665163.250000 Penalty: 4764.487793
	Iteration 54Q: 3 clusters Score -1665163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1665166.125000 Penalty: 4764.487793
	Iteration 55Q: 3 clusters Score -1665166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1665163.375000 Penalty: 4764.487793
	Iteration 56Q: 3 clusters Score -1665163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1665163.375000 Penalty: 4764.487793
	Iteration 57Q: 3 clusters Score -1665163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1665159.375000 Penalty: 4764.487793
	Iteration 58Q: 3 clusters Score -1665159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1665161.875000 Penalty: 4764.487793
	Iteration 59Q: 3 clusters Score -1665162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1665161.500000 Penalty: 4764.487793
	Iteration 60F: 3 clusters Score -1665162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1665162.875000 Penalty: 4764.487793
	Iteration 61Q: 3 clusters Score -1665163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1665164.500000 Penalty: 4764.487793
	Iteration 62Q: 3 clusters Score -1665164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1665163.750000 Penalty: 4764.487793
	Iteration 63Q: 3 clusters Score -1665164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1665164.125000 Penalty: 4764.487793
	Iteration 64Q: 3 clusters Score -1665164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1665167.375000 Penalty: 4764.487793
	Iteration 65Q: 3 clusters Score -1665167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1665169.875000 Penalty: 4764.487793
	Iteration 66Q: 3 clusters Score -1665170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1665171.500000 Penalty: 4764.487793
	Iteration 67Q: 3 clusters Score -1665172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1665171.375000 Penalty: 4764.487793
	Iteration 68Q: 3 clusters Score -1665171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1665169.125000 Penalty: 4764.487793
	Iteration 69Q: 3 clusters Score -1665169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1665167.375000 Penalty: 4764.487793
	Iteration 70Q: 3 clusters Score -1665167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1665171.375000 Penalty: 4764.487793
	Iteration 71Q: 3 clusters Score -1665171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1665173.125000 Penalty: 4764.487793
	Iteration 72Q: 3 clusters Score -1665173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1665173.750000 Penalty: 4764.487793
	Iteration 73Q: 3 clusters Score -1665174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1665174.875000 Penalty: 4764.487793
	Iteration 74Q: 3 clusters Score -1665175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1665172.625000 Penalty: 4764.487793
	Iteration 75Q: 3 clusters Score -1665173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1665172.625000 Penalty: 4764.487793
	Iteration 76F: 3 clusters Score -1665173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -202807.546875 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -202807.5 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 907 members 
Entering Unmasked Estep 
Score: -200307.093750 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -200307.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -200739.781250 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -200739.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -200869.671875 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -200869.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200970.171875 Penalty: 3709.452637
	Iteration 3Q: 3 clusters Score -200970.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -201026.484375 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -201026.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -201068.218750 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -201068.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -201102.062500 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -201102.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -201136.593750 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -201136.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -201153.031250 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -201153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -201162.546875 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -201162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -201169.171875 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -201169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -201175.812500 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -201175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -201179.625000 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -201179.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -201187.640625 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -201187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -201194.734375 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -201194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -201197.109375 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -201197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201197.515625 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -201197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201197.515625 Penalty: 3709.452637
	Iteration 17F: 3 clusters Score -201197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -317692.312500 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -317692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -314526.906250 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -314526.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -315218.187500 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -315218.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -315433.593750 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -315433.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -315589.125000 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -315589.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -315750.406250 Penalty: 3942.048584
	Iteration 4F: 3 clusters Score -315750.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -315869.156250 Penalty: 3942.048584
	Iteration 5Q: 3 clusters Score -315869.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -315980.468750 Penalty: 3942.048584
	Iteration 6Q: 3 clusters Score -315980.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -316081.937500 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -316081.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -316172.562500 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -316172.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -316262.250000 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -316262.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -316304.687500 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -316304.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316334.875000 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -316334.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -316363.187500 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -316363.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -316389.968750 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -316390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -316406.343750 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -316406.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316423.218750 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -316423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -316437.718750 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -316437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316447.812500 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -316447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316453.812500 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -316453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -316458.437500 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -316458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -316461.281250 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -316461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -316462.750000 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -316462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -316464.781250 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -316464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -316466.218750 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -316466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -316468.781250 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -316468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -316468.406250 Penalty: 3942.048584
	Iteration 25Q: 3 clusters Score -316468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -316468.406250 Penalty: 3942.048584
	Iteration 26F: 3 clusters Score -316468.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -497770.468750 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -497770.5 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 2109 members 
Entering Unmasked Estep 
Score: -493745.875000 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -493745.9 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -494768.218750 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -494768.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -495051.687500 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -495051.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -495272.093750 Penalty: 4152.365723
	Iteration 3F: 3 clusters Score -495272.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -495462.593750 Penalty: 4152.365723
	Iteration 4F: 3 clusters Score -495462.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -495633.156250 Penalty: 4152.365723
	Iteration 5Q: 3 clusters Score -495633.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -495815.562500 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -495815.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -496007.968750 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -496008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -496150.156250 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -496150.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -496252.312500 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -496252.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -496323.718750 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -496323.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -496387.187500 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -496387.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -496434.468750 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -496434.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -496476.156250 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -496476.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -496505.437500 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -496505.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -496521.187500 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -496521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -496531.531250 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -496531.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -496540.000000 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -496540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -496551.031250 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -496551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -496559.875000 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -496559.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -496568.937500 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -496568.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -496576.531250 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -496576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -496581.593750 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -496581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -496586.812500 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -496586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -496590.281250 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -496590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -496596.125000 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -496596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -496598.718750 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -496598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -496600.281250 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -496600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -496602.187500 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -496602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -496603.968750 Penalty: 4152.365723
	Iteration 29Q: 3 clusters Score -496604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -496603.062500 Penalty: 4152.365723
	Iteration 30Q: 3 clusters Score -496603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -496603.250000 Penalty: 4152.365723
	Iteration 31Q: 3 clusters Score -496603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -496603.250000 Penalty: 4152.365723
	Iteration 32F: 3 clusters Score -496603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -434336.125000 Penalty: 2080.392090
	Iteration 0F: 2 clusters Score -434336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -430322.625000 Penalty: 4160.784180
	Iteration 0F: 3 clusters Score -430322.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -431846.625000 Penalty: 4160.784180
	Iteration 1F: 3 clusters Score -431846.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -432529.093750 Penalty: 4160.784180
	Iteration 2F: 3 clusters Score -432529.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -433115.375000 Penalty: 4160.784180
	Iteration 3F: 3 clusters Score -433115.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -433511.937500 Penalty: 4160.784180
	Iteration 4F: 3 clusters Score -433511.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -433769.781250 Penalty: 4160.784180
	Iteration 5F: 3 clusters Score -433769.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -433972.218750 Penalty: 4160.784180
	Iteration 6Q: 3 clusters Score -433972.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -434087.312500 Penalty: 4160.784180
	Iteration 7Q: 3 clusters Score -434087.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -434142.187500 Penalty: 4160.784180
	Iteration 8Q: 3 clusters Score -434142.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -434184.093750 Penalty: 4160.784180
	Iteration 9Q: 3 clusters Score -434184.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -434210.812500 Penalty: 4160.784180
	Iteration 10Q: 3 clusters Score -434210.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -434234.000000 Penalty: 4160.784180
	Iteration 11Q: 3 clusters Score -434234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -434246.218750 Penalty: 4160.784180
	Iteration 12Q: 3 clusters Score -434246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -434257.156250 Penalty: 4160.784180
	Iteration 13Q: 3 clusters Score -434257.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434266.375000 Penalty: 4160.784180
	Iteration 14Q: 3 clusters Score -434266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -434273.062500 Penalty: 4160.784180
	Iteration 15Q: 3 clusters Score -434273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -434280.843750 Penalty: 4160.784180
	Iteration 16Q: 3 clusters Score -434280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434287.750000 Penalty: 4160.784180
	Iteration 17Q: 3 clusters Score -434287.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -434295.218750 Penalty: 4160.784180
	Iteration 18Q: 3 clusters Score -434295.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -434304.781250 Penalty: 4160.784180
	Iteration 19Q: 3 clusters Score -434304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -434313.093750 Penalty: 4160.784180
	Iteration 20F: 3 clusters Score -434313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -434316.500000 Penalty: 4160.784180
	Iteration 21Q: 3 clusters Score -434316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -434319.656250 Penalty: 4160.784180
	Iteration 22Q: 3 clusters Score -434319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -434322.437500 Penalty: 4160.784180
	Iteration 23Q: 3 clusters Score -434322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -434323.968750 Penalty: 4160.784180
	Iteration 24Q: 3 clusters Score -434324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -434325.187500 Penalty: 4160.784180
	Iteration 25Q: 3 clusters Score -434325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -434327.312500 Penalty: 4160.784180
	Iteration 26Q: 3 clusters Score -434327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434327.468750 Penalty: 4160.784180
	Iteration 27Q: 3 clusters Score -434327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434327.843750 Penalty: 4160.784180
	Iteration 28Q: 3 clusters Score -434327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -434329.218750 Penalty: 4160.784180
	Iteration 29Q: 3 clusters Score -434329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -434329.218750 Penalty: 4160.784180
	Iteration 30F: 3 clusters Score -434329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -445523.375000 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -445523.4 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 2030 members 
Entering Unmasked Estep 
Score: -441705.500000 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -441705.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -442523.156250 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -442523.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -442722.781250 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -442722.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -442841.187500 Penalty: 4102.180176
	Iteration 3Q: 3 clusters Score -442841.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -442913.218750 Penalty: 4102.180176
	Iteration 4Q: 3 clusters Score -442913.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -442963.968750 Penalty: 4102.180176
	Iteration 5Q: 3 clusters Score -442964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -443003.937500 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -443003.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -443043.781250 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -443043.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -443077.656250 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -443077.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -443104.375000 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -443104.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -443137.250000 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -443137.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -443171.250000 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -443171.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -443209.375000 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -443209.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -443241.812500 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -443241.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -443269.125000 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -443269.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -443298.437500 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -443298.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -443331.031250 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -443331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -443356.718750 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -443356.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -443382.781250 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -443382.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -443410.000000 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -443410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -443430.718750 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -443430.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -443451.906250 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -443451.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -443466.406250 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -443466.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -443477.187500 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -443477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -443487.000000 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -443487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -443493.437500 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -443493.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -443497.875000 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -443497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -443505.968750 Penalty: 4102.180176
	Iteration 27Q: 3 clusters Score -443506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -443511.656250 Penalty: 4102.180176
	Iteration 28Q: 3 clusters Score -443511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -443515.968750 Penalty: 4102.180176
	Iteration 29Q: 3 clusters Score -443516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -443521.625000 Penalty: 4102.180176
	Iteration 30Q: 3 clusters Score -443521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -443526.125000 Penalty: 4102.180176
	Iteration 31Q: 3 clusters Score -443526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -443531.125000 Penalty: 4102.180176
	Iteration 32Q: 3 clusters Score -443531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -443536.593750 Penalty: 4102.180176
	Iteration 33Q: 3 clusters Score -443536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -443543.187500 Penalty: 4102.180176
	Iteration 34Q: 3 clusters Score -443543.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -443548.781250 Penalty: 4102.180176
	Iteration 35Q: 3 clusters Score -443548.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -443554.375000 Penalty: 4102.180176
	Iteration 36Q: 3 clusters Score -443554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -443561.906250 Penalty: 4102.180176
	Iteration 37Q: 3 clusters Score -443561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -443569.875000 Penalty: 4102.180176
	Iteration 38Q: 3 clusters Score -443569.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -443580.406250 Penalty: 4102.180176
	Iteration 39Q: 3 clusters Score -443580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -443592.281250 Penalty: 4102.180176
	Iteration 40F: 3 clusters Score -443592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -443603.093750 Penalty: 4102.180176
	Iteration 41Q: 3 clusters Score -443603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -443616.156250 Penalty: 4102.180176
	Iteration 42Q: 3 clusters Score -443616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -443633.281250 Penalty: 4102.180176
	Iteration 43Q: 3 clusters Score -443633.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -443644.875000 Penalty: 4102.180176
	Iteration 44Q: 3 clusters Score -443644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -443648.062500 Penalty: 4102.180176
	Iteration 45Q: 3 clusters Score -443648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -443655.562500 Penalty: 4102.180176
	Iteration 46Q: 3 clusters Score -443655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -443666.000000 Penalty: 4102.180176
	Iteration 47Q: 3 clusters Score -443666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -443670.562500 Penalty: 4102.180176
	Iteration 48Q: 3 clusters Score -443670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -443674.343750 Penalty: 4102.180176
	Iteration 49Q: 3 clusters Score -443674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -443676.500000 Penalty: 4102.180176
	Iteration 50Q: 3 clusters Score -443676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -443679.187500 Penalty: 4102.180176
	Iteration 51Q: 3 clusters Score -443679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -443683.031250 Penalty: 4102.180176
	Iteration 52Q: 3 clusters Score -443683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -443686.531250 Penalty: 4102.180176
	Iteration 53Q: 3 clusters Score -443686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -443690.343750 Penalty: 4102.180176
	Iteration 54Q: 3 clusters Score -443690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -443696.250000 Penalty: 4102.180176
	Iteration 55Q: 3 clusters Score -443696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -443700.718750 Penalty: 4102.180176
	Iteration 56Q: 3 clusters Score -443700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -443704.843750 Penalty: 4102.180176
	Iteration 57Q: 3 clusters Score -443704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -443711.468750 Penalty: 4102.180176
	Iteration 58Q: 3 clusters Score -443711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -443719.093750 Penalty: 4102.180176
	Iteration 59Q: 3 clusters Score -443719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -443723.281250 Penalty: 4102.180176
	Iteration 60F: 3 clusters Score -443723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -443726.000000 Penalty: 4102.180176
	Iteration 61Q: 3 clusters Score -443726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -443726.750000 Penalty: 4102.180176
	Iteration 62Q: 3 clusters Score -443726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -443727.281250 Penalty: 4102.180176
	Iteration 63Q: 3 clusters Score -443727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -443727.343750 Penalty: 4102.180176
	Iteration 64Q: 3 clusters Score -443727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -443728.781250 Penalty: 4102.180176
	Iteration 65Q: 3 clusters Score -443728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -443730.000000 Penalty: 4102.180176
	Iteration 66Q: 3 clusters Score -443730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -443730.343750 Penalty: 4102.180176
	Iteration 67Q: 3 clusters Score -443730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -443730.343750 Penalty: 4102.180176
	Iteration 68F: 3 clusters Score -443730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -1022229.750000 Penalty: 2258.942627
	Iteration 0F: 2 clusters Score -1022230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1015136.125000 Penalty: 4517.885254
	Iteration 0F: 3 clusters Score -1015136 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1017265.500000 Penalty: 4517.885254
	Iteration 1F: 3 clusters Score -1017266 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1017724.000000 Penalty: 4517.885254
	Iteration 2F: 3 clusters Score -1017724 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1018130.875000 Penalty: 4517.885254
	Iteration 3F: 3 clusters Score -1018131 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1018525.062500 Penalty: 4517.885254
	Iteration 4F: 3 clusters Score -1018525 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1018883.562500 Penalty: 4517.885254
	Iteration 5F: 3 clusters Score -1018884 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1019215.687500 Penalty: 4517.885254
	Iteration 6Q: 3 clusters Score -1019216 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1019497.937500 Penalty: 4517.885254
	Iteration 7Q: 3 clusters Score -1019498 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1019752.312500 Penalty: 4517.885254
	Iteration 8Q: 3 clusters Score -1019752 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1019948.562500 Penalty: 4517.885254
	Iteration 9Q: 3 clusters Score -1019949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1020089.437500 Penalty: 4517.885254
	Iteration 10Q: 3 clusters Score -1020089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1020194.062500 Penalty: 4517.885254
	Iteration 11Q: 3 clusters Score -1020194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1020290.875000 Penalty: 4517.885254
	Iteration 12Q: 3 clusters Score -1020291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1020371.375000 Penalty: 4517.885254
	Iteration 13Q: 3 clusters Score -1020371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1020430.562500 Penalty: 4517.885254
	Iteration 14Q: 3 clusters Score -1020431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1020469.500000 Penalty: 4517.885254
	Iteration 15Q: 3 clusters Score -1020470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1020493.750000 Penalty: 4517.885254
	Iteration 16Q: 3 clusters Score -1020494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1020516.437500 Penalty: 4517.885254
	Iteration 17Q: 3 clusters Score -1020516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1020541.687500 Penalty: 4517.885254
	Iteration 18Q: 3 clusters Score -1020542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1020567.812500 Penalty: 4517.885254
	Iteration 19Q: 3 clusters Score -1020568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1020590.687500 Penalty: 4517.885254
	Iteration 20F: 3 clusters Score -1020591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1020601.812500 Penalty: 4517.885254
	Iteration 21Q: 3 clusters Score -1020602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1020613.062500 Penalty: 4517.885254
	Iteration 22Q: 3 clusters Score -1020613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1020623.125000 Penalty: 4517.885254
	Iteration 23Q: 3 clusters Score -1020623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1020630.437500 Penalty: 4517.885254
	Iteration 24Q: 3 clusters Score -1020630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1020635.125000 Penalty: 4517.885254
	Iteration 25Q: 3 clusters Score -1020635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1020637.062500 Penalty: 4517.885254
	Iteration 26Q: 3 clusters Score -1020637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1020639.937500 Penalty: 4517.885254
	Iteration 27Q: 3 clusters Score -1020640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1020642.000000 Penalty: 4517.885254
	Iteration 28Q: 3 clusters Score -1020642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1020642.312500 Penalty: 4517.885254
	Iteration 29Q: 3 clusters Score -1020642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1020642.312500 Penalty: 4517.885254
	Iteration 30F: 3 clusters Score -1020642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Entering Unmasked Estep 
Score: -1027056.062500 Penalty: 2250.765137
	Iteration 0F: 2 clusters Score -1027056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1020203.562500 Penalty: 4501.530273
	Iteration 0F: 3 clusters Score -1020204 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1022277.500000 Penalty: 4501.530273
	Iteration 1F: 3 clusters Score -1022278 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1022739.750000 Penalty: 4501.530273
	Iteration 2F: 3 clusters Score -1022740 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1023266.000000 Penalty: 4501.530273
	Iteration 3F: 3 clusters Score -1023266 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1023874.750000 Penalty: 4501.530273
	Iteration 4F: 3 clusters Score -1023875 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1024429.125000 Penalty: 4501.530273
	Iteration 5F: 3 clusters Score -1024429 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1024888.437500 Penalty: 4501.530273
	Iteration 6F: 3 clusters Score -1024888 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1025254.812500 Penalty: 4501.530273
	Iteration 7F: 3 clusters Score -1025255 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1025504.562500 Penalty: 4501.530273
	Iteration 8Q: 3 clusters Score -1025505 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1025651.125000 Penalty: 4501.530273
	Iteration 9Q: 3 clusters Score -1025651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1025756.187500 Penalty: 4501.530273
	Iteration 10Q: 3 clusters Score -1025756 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1025863.375000 Penalty: 4501.530273
	Iteration 11Q: 3 clusters Score -1025863 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1025921.500000 Penalty: 4501.530273
	Iteration 12Q: 3 clusters Score -1025922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1025951.250000 Penalty: 4501.530273
	Iteration 13Q: 3 clusters Score -1025951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1025972.500000 Penalty: 4501.530273
	Iteration 14Q: 3 clusters Score -1025972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1025989.125000 Penalty: 4501.530273
	Iteration 15Q: 3 clusters Score -1025989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1026010.750000 Penalty: 4501.530273
	Iteration 16Q: 3 clusters Score -1026011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1026026.062500 Penalty: 4501.530273
	Iteration 17Q: 3 clusters Score -1026026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1026036.937500 Penalty: 4501.530273
	Iteration 18Q: 3 clusters Score -1026037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1026048.312500 Penalty: 4501.530273
	Iteration 19Q: 3 clusters Score -1026048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1026052.500000 Penalty: 4501.530273
	Iteration 20F: 3 clusters Score -1026052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1026058.500000 Penalty: 4501.530273
	Iteration 21Q: 3 clusters Score -1026058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1026062.500000 Penalty: 4501.530273
	Iteration 22Q: 3 clusters Score -1026062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1026067.375000 Penalty: 4501.530273
	Iteration 23Q: 3 clusters Score -1026067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1026067.625000 Penalty: 4501.530273
	Iteration 24Q: 3 clusters Score -1026068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1026071.625000 Penalty: 4501.530273
	Iteration 25Q: 3 clusters Score -1026072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1026076.250000 Penalty: 4501.530273
	Iteration 26Q: 3 clusters Score -1026076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1026078.562500 Penalty: 4501.530273
	Iteration 27Q: 3 clusters Score -1026079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1026080.562500 Penalty: 4501.530273
	Iteration 28Q: 3 clusters Score -1026081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1026081.625000 Penalty: 4501.530273
	Iteration 29Q: 3 clusters Score -1026082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1026081.875000 Penalty: 4501.530273
	Iteration 30Q: 3 clusters Score -1026082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1026081.875000 Penalty: 4501.530273
	Iteration 31F: 3 clusters Score -1026082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1273377.500000 Penalty: 2320.158936
	Iteration 0F: 2 clusters Score -1273378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1264723.000000 Penalty: 4640.317871
	Iteration 0F: 3 clusters Score -1264723 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1267598.625000 Penalty: 4640.317871
	Iteration 1F: 3 clusters Score -1267599 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1268032.000000 Penalty: 4640.317871
	Iteration 2F: 3 clusters Score -1268032 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1268452.625000 Penalty: 4640.317871
	Iteration 3F: 3 clusters Score -1268453 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1268901.125000 Penalty: 4640.317871
	Iteration 4F: 3 clusters Score -1268901 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1269370.625000 Penalty: 4640.317871
	Iteration 5F: 3 clusters Score -1269371 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1269813.125000 Penalty: 4640.317871
	Iteration 6F: 3 clusters Score -1269813 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1270197.500000 Penalty: 4640.317871
	Iteration 7Q: 3 clusters Score -1270198 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1270519.875000 Penalty: 4640.317871
	Iteration 8Q: 3 clusters Score -1270520 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1270784.250000 Penalty: 4640.317871
	Iteration 9Q: 3 clusters Score -1270784 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1270982.500000 Penalty: 4640.317871
	Iteration 10Q: 3 clusters Score -1270982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1271109.250000 Penalty: 4640.317871
	Iteration 11Q: 3 clusters Score -1271109 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1271215.750000 Penalty: 4640.317871
	Iteration 12Q: 3 clusters Score -1271216 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1271330.000000 Penalty: 4640.317871
	Iteration 13Q: 3 clusters Score -1271330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1271426.500000 Penalty: 4640.317871
	Iteration 14Q: 3 clusters Score -1271426 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1271523.125000 Penalty: 4640.317871
	Iteration 15Q: 3 clusters Score -1271523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1271603.125000 Penalty: 4640.317871
	Iteration 16Q: 3 clusters Score -1271603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1271669.625000 Penalty: 4640.317871
	Iteration 17Q: 3 clusters Score -1271670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1271714.750000 Penalty: 4640.317871
	Iteration 18Q: 3 clusters Score -1271715 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1271745.500000 Penalty: 4640.317871
	Iteration 19Q: 3 clusters Score -1271746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1271768.750000 Penalty: 4640.317871
	Iteration 20F: 3 clusters Score -1271769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1271789.875000 Penalty: 4640.317871
	Iteration 21Q: 3 clusters Score -1271790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1271811.750000 Penalty: 4640.317871
	Iteration 22Q: 3 clusters Score -1271812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1271834.000000 Penalty: 4640.317871
	Iteration 23Q: 3 clusters Score -1271834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1271845.000000 Penalty: 4640.317871
	Iteration 24Q: 3 clusters Score -1271845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1271860.375000 Penalty: 4640.317871
	Iteration 25Q: 3 clusters Score -1271860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1271880.625000 Penalty: 4640.317871
	Iteration 26Q: 3 clusters Score -1271881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1271897.000000 Penalty: 4640.317871
	Iteration 27Q: 3 clusters Score -1271897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1271907.000000 Penalty: 4640.317871
	Iteration 28Q: 3 clusters Score -1271907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1271916.250000 Penalty: 4640.317871
	Iteration 29Q: 3 clusters Score -1271916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1271921.000000 Penalty: 4640.317871
	Iteration 30Q: 3 clusters Score -1271921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1271929.500000 Penalty: 4640.317871
	Iteration 31Q: 3 clusters Score -1271930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1271935.375000 Penalty: 4640.317871
	Iteration 32Q: 3 clusters Score -1271935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1271947.000000 Penalty: 4640.317871
	Iteration 33Q: 3 clusters Score -1271947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1271957.500000 Penalty: 4640.317871
	Iteration 34Q: 3 clusters Score -1271958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1271963.875000 Penalty: 4640.317871
	Iteration 35Q: 3 clusters Score -1271964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1271975.750000 Penalty: 4640.317871
	Iteration 36Q: 3 clusters Score -1271976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1271982.000000 Penalty: 4640.317871
	Iteration 37Q: 3 clusters Score -1271982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1271992.125000 Penalty: 4640.317871
	Iteration 38Q: 3 clusters Score -1271992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1272005.125000 Penalty: 4640.317871
	Iteration 39Q: 3 clusters Score -1272005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1272010.625000 Penalty: 4640.317871
	Iteration 40F: 3 clusters Score -1272011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1272017.500000 Penalty: 4640.317871
	Iteration 41Q: 3 clusters Score -1272018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1272022.125000 Penalty: 4640.317871
	Iteration 42Q: 3 clusters Score -1272022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1272037.125000 Penalty: 4640.317871
	Iteration 43Q: 3 clusters Score -1272037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1272057.000000 Penalty: 4640.317871
	Iteration 44Q: 3 clusters Score -1272057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1272066.125000 Penalty: 4640.317871
	Iteration 45Q: 3 clusters Score -1272066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1272071.625000 Penalty: 4640.317871
	Iteration 46Q: 3 clusters Score -1272072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1272076.500000 Penalty: 4640.317871
	Iteration 47Q: 3 clusters Score -1272076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1272085.250000 Penalty: 4640.317871
	Iteration 48Q: 3 clusters Score -1272085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1272090.125000 Penalty: 4640.317871
	Iteration 49Q: 3 clusters Score -1272090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1272096.125000 Penalty: 4640.317871
	Iteration 50Q: 3 clusters Score -1272096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1272107.375000 Penalty: 4640.317871
	Iteration 51Q: 3 clusters Score -1272107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1272120.125000 Penalty: 4640.317871
	Iteration 52Q: 3 clusters Score -1272120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1272130.375000 Penalty: 4640.317871
	Iteration 53Q: 3 clusters Score -1272130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1272142.250000 Penalty: 4640.317871
	Iteration 54Q: 3 clusters Score -1272142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1272159.750000 Penalty: 4640.317871
	Iteration 55Q: 3 clusters Score -1272160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1272177.625000 Penalty: 4640.317871
	Iteration 56Q: 3 clusters Score -1272178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1272195.500000 Penalty: 4640.317871
	Iteration 57Q: 3 clusters Score -1272196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1272209.750000 Penalty: 4640.317871
	Iteration 58Q: 3 clusters Score -1272210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1272228.375000 Penalty: 4640.317871
	Iteration 59Q: 3 clusters Score -1272228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1272240.250000 Penalty: 4640.317871
	Iteration 60F: 3 clusters Score -1272240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1272257.375000 Penalty: 4640.317871
	Iteration 61Q: 3 clusters Score -1272257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1272263.500000 Penalty: 4640.317871
	Iteration 62Q: 3 clusters Score -1272264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1272274.750000 Penalty: 4640.317871
	Iteration 63Q: 3 clusters Score -1272275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1272290.625000 Penalty: 4640.317871
	Iteration 64Q: 3 clusters Score -1272291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1272295.250000 Penalty: 4640.317871
	Iteration 65Q: 3 clusters Score -1272295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1272297.500000 Penalty: 4640.317871
	Iteration 66Q: 3 clusters Score -1272298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1272299.250000 Penalty: 4640.317871
	Iteration 67Q: 3 clusters Score -1272299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1272301.750000 Penalty: 4640.317871
	Iteration 68Q: 3 clusters Score -1272302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1272306.250000 Penalty: 4640.317871
	Iteration 69Q: 3 clusters Score -1272306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1272306.375000 Penalty: 4640.317871
	Iteration 70Q: 3 clusters Score -1272306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1272306.375000 Penalty: 4640.317871
	Iteration 71F: 3 clusters Score -1272306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (72725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Entering Unmasked Estep 
Score: -8689750.000000 Penalty: 2776.221436
	Iteration 0F: 2 clusters Score -8689750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8641255.000000 Penalty: 5552.442871
	Iteration 0F: 3 clusters Score -8641255 nChanged 33985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -8660641.000000 Penalty: 5552.442871
	Iteration 1F: 3 clusters Score -8660641 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8661905.000000 Penalty: 5552.442871
	Iteration 2Q: 3 clusters Score -8661905 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -8663957.000000 Penalty: 5552.442871
	Iteration 3F: 3 clusters Score -8663957 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8667262.000000 Penalty: 5552.442871
	Iteration 4F: 3 clusters Score -8667262 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -8672031.000000 Penalty: 5552.442871
	Iteration 5F: 3 clusters Score -8672031 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -8677340.000000 Penalty: 5552.442871
	Iteration 6F: 3 clusters Score -8677340 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8681653.000000 Penalty: 5552.442871
	Iteration 7F: 3 clusters Score -8681653 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8684563.000000 Penalty: 5552.442871
	Iteration 8Q: 3 clusters Score -8684563 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8686094.000000 Penalty: 5552.442871
	Iteration 9Q: 3 clusters Score -8686094 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8686758.000000 Penalty: 5552.442871
	Iteration 10Q: 3 clusters Score -8686758 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8687036.000000 Penalty: 5552.442871
	Iteration 11Q: 3 clusters Score -8687036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8687190.000000 Penalty: 5552.442871
	Iteration 12Q: 3 clusters Score -8687190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8687291.000000 Penalty: 5552.442871
	Iteration 13Q: 3 clusters Score -8687291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8687347.000000 Penalty: 5552.442871
	Iteration 14Q: 3 clusters Score -8687347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8687356.000000 Penalty: 5552.442871
	Iteration 15Q: 3 clusters Score -8687356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8687363.000000 Penalty: 5552.442871
	Iteration 16Q: 3 clusters Score -8687363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8687386.000000 Penalty: 5552.442871
	Iteration 17Q: 3 clusters Score -8687386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8687396.000000 Penalty: 5552.442871
	Iteration 18Q: 3 clusters Score -8687396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8687403.000000 Penalty: 5552.442871
	Iteration 19Q: 3 clusters Score -8687403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8687418.000000 Penalty: 5552.442871
	Iteration 20F: 3 clusters Score -8687418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8687421.000000 Penalty: 5552.442871
	Iteration 21Q: 3 clusters Score -8687421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8687428.000000 Penalty: 5552.442871
	Iteration 22Q: 3 clusters Score -8687428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8687424.000000 Penalty: 5552.442871
	Iteration 23Q: 3 clusters Score -8687424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 5552.442871
	Iteration 24Q: 3 clusters Score -8687429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8687436.000000 Penalty: 5552.442871
	Iteration 25Q: 3 clusters Score -8687436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8687441.000000 Penalty: 5552.442871
	Iteration 26Q: 3 clusters Score -8687441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8687441.000000 Penalty: 5552.442871
	Iteration 27F: 3 clusters Score -8687441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Entering Unmasked Estep 
Score: -925712.625000 Penalty: 2225.768066
	Iteration 0F: 2 clusters Score -925712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -919327.500000 Penalty: 4451.536133
	Iteration 0F: 3 clusters Score -919327.5 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -921102.062500 Penalty: 4451.536133
	Iteration 1F: 3 clusters Score -921102.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -921388.562500 Penalty: 4451.536133
	Iteration 2F: 3 clusters Score -921388.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -921653.250000 Penalty: 4451.536133
	Iteration 3F: 3 clusters Score -921653.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -921873.875000 Penalty: 4451.536133
	Iteration 4Q: 3 clusters Score -921873.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -922092.125000 Penalty: 4451.536133
	Iteration 5Q: 3 clusters Score -922092.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -922314.125000 Penalty: 4451.536133
	Iteration 6Q: 3 clusters Score -922314.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -922524.625000 Penalty: 4451.536133
	Iteration 7Q: 3 clusters Score -922524.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -922709.437500 Penalty: 4451.536133
	Iteration 8Q: 3 clusters Score -922709.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -922897.687500 Penalty: 4451.536133
	Iteration 9Q: 3 clusters Score -922897.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -923121.562500 Penalty: 4451.536133
	Iteration 10Q: 3 clusters Score -923121.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -923379.750000 Penalty: 4451.536133
	Iteration 11Q: 3 clusters Score -923379.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -923620.250000 Penalty: 4451.536133
	Iteration 12Q: 3 clusters Score -923620.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -923808.812500 Penalty: 4451.536133
	Iteration 13Q: 3 clusters Score -923808.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -924062.500000 Penalty: 4451.536133
	Iteration 14Q: 3 clusters Score -924062.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -924447.500000 Penalty: 4451.536133
	Iteration 15Q: 3 clusters Score -924447.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -924835.875000 Penalty: 4451.536133
	Iteration 16Q: 3 clusters Score -924835.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -925143.812500 Penalty: 4451.536133
	Iteration 17Q: 3 clusters Score -925143.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -925366.125000 Penalty: 4451.536133
	Iteration 18Q: 3 clusters Score -925366.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -925581.750000 Penalty: 4451.536133
	Iteration 19Q: 3 clusters Score -925581.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -925772.625000 Penalty: 4451.536133
	Iteration 20F: 3 clusters Score -925772.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -925942.000000 Penalty: 4451.536133
	Iteration 21Q: 3 clusters Score -925942 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -926070.812500 Penalty: 4451.536133
	Iteration 22Q: 3 clusters Score -926070.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -926176.562500 Penalty: 4451.536133
	Iteration 23Q: 3 clusters Score -926176.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -926254.625000 Penalty: 4451.536133
	Iteration 24Q: 3 clusters Score -926254.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -926311.000000 Penalty: 4451.536133
	Iteration 25Q: 3 clusters Score -926311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -926343.500000 Penalty: 4451.536133
	Iteration 26Q: 3 clusters Score -926343.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -926367.187500 Penalty: 4451.536133
	Iteration 27Q: 3 clusters Score -926367.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -926384.062500 Penalty: 4451.536133
	Iteration 28Q: 3 clusters Score -926384.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -926407.375000 Penalty: 4451.536133
	Iteration 29Q: 3 clusters Score -926407.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -926430.750000 Penalty: 4451.536133
	Iteration 30Q: 3 clusters Score -926430.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -926441.687500 Penalty: 4451.536133
	Iteration 31Q: 3 clusters Score -926441.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -926454.812500 Penalty: 4451.536133
	Iteration 32Q: 3 clusters Score -926454.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -926467.125000 Penalty: 4451.536133
	Iteration 33Q: 3 clusters Score -926467.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -926479.437500 Penalty: 4451.536133
	Iteration 34Q: 3 clusters Score -926479.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -926487.125000 Penalty: 4451.536133
	Iteration 35Q: 3 clusters Score -926487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -926494.562500 Penalty: 4451.536133
	Iteration 36Q: 3 clusters Score -926494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -926497.687500 Penalty: 4451.536133
	Iteration 37Q: 3 clusters Score -926497.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -926504.437500 Penalty: 4451.536133
	Iteration 38Q: 3 clusters Score -926504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -926506.000000 Penalty: 4451.536133
	Iteration 39Q: 3 clusters Score -926506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -926506.250000 Penalty: 4451.536133
	Iteration 40F: 3 clusters Score -926506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -926505.250000 Penalty: 4451.536133
	Iteration 41Q: 3 clusters Score -926505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -926506.437500 Penalty: 4451.536133
	Iteration 42Q: 3 clusters Score -926506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -926507.750000 Penalty: 4451.536133
	Iteration 43Q: 3 clusters Score -926507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -926509.250000 Penalty: 4451.536133
	Iteration 44Q: 3 clusters Score -926509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -926508.562500 Penalty: 4451.536133
	Iteration 45Q: 3 clusters Score -926508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -926508.562500 Penalty: 4451.536133
	Iteration 46F: 3 clusters Score -926508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3098 members 
Entering Unmasked Estep 
Score: -45034608.000000 Penalty: 102229.648438
Splitting cluster 27 changes total score from -45033400.000000 to -45034608.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -427901.062500 Penalty: 2044.333984
	Iteration 0F: 2 clusters Score -427901.1 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 1943 members 
Entering Unmasked Estep 
Score: -424213.750000 Penalty: 4088.667969
	Iteration 0F: 3 clusters Score -424213.8 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -425061.906250 Penalty: 4088.667969
	Iteration 1F: 3 clusters Score -425061.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -425273.125000 Penalty: 4088.667969
	Iteration 2F: 3 clusters Score -425273.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -425421.968750 Penalty: 4088.667969
	Iteration 3F: 3 clusters Score -425422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -425540.843750 Penalty: 4088.667969
	Iteration 4Q: 3 clusters Score -425540.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -425661.687500 Penalty: 4088.667969
	Iteration 5Q: 3 clusters Score -425661.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -425786.281250 Penalty: 4088.667969
	Iteration 6Q: 3 clusters Score -425786.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -425904.156250 Penalty: 4088.667969
	Iteration 7Q: 3 clusters Score -425904.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -426032.781250 Penalty: 4088.667969
	Iteration 8Q: 3 clusters Score -426032.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -426154.656250 Penalty: 4088.667969
	Iteration 9Q: 3 clusters Score -426154.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -426264.687500 Penalty: 4088.667969
	Iteration 10Q: 3 clusters Score -426264.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -426360.031250 Penalty: 4088.667969
	Iteration 11Q: 3 clusters Score -426360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -426455.593750 Penalty: 4088.667969
	Iteration 12Q: 3 clusters Score -426455.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -426523.437500 Penalty: 4088.667969
	Iteration 13Q: 3 clusters Score -426523.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -426576.875000 Penalty: 4088.667969
	Iteration 14Q: 3 clusters Score -426576.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -426611.406250 Penalty: 4088.667969
	Iteration 15Q: 3 clusters Score -426611.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -426641.250000 Penalty: 4088.667969
	Iteration 16Q: 3 clusters Score -426641.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -426664.312500 Penalty: 4088.667969
	Iteration 17Q: 3 clusters Score -426664.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -426682.031250 Penalty: 4088.667969
	Iteration 18Q: 3 clusters Score -426682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -426692.656250 Penalty: 4088.667969
	Iteration 19Q: 3 clusters Score -426692.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -426700.968750 Penalty: 4088.667969
	Iteration 20F: 3 clusters Score -426701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -426707.062500 Penalty: 4088.667969
	Iteration 21Q: 3 clusters Score -426707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -426710.531250 Penalty: 4088.667969
	Iteration 22Q: 3 clusters Score -426710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -426715.000000 Penalty: 4088.667969
	Iteration 23Q: 3 clusters Score -426715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -426718.562500 Penalty: 4088.667969
	Iteration 24Q: 3 clusters Score -426718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -426721.000000 Penalty: 4088.667969
	Iteration 25Q: 3 clusters Score -426721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -426721.281250 Penalty: 4088.667969
	Iteration 26Q: 3 clusters Score -426721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -426721.531250 Penalty: 4088.667969
	Iteration 27Q: 3 clusters Score -426721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -426722.156250 Penalty: 4088.667969
	Iteration 28Q: 3 clusters Score -426722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -426723.218750 Penalty: 4088.667969
	Iteration 29Q: 3 clusters Score -426723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -426725.093750 Penalty: 4088.667969
	Iteration 30Q: 3 clusters Score -426725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -426725.562500 Penalty: 4088.667969
	Iteration 31Q: 3 clusters Score -426725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -426727.093750 Penalty: 4088.667969
	Iteration 32Q: 3 clusters Score -426727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426726.968750 Penalty: 4088.667969
	Iteration 33Q: 3 clusters Score -426727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -426727.687500 Penalty: 4088.667969
	Iteration 34Q: 3 clusters Score -426727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -426728.250000 Penalty: 4088.667969
	Iteration 35Q: 3 clusters Score -426728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -426729.250000 Penalty: 4088.667969
	Iteration 36Q: 3 clusters Score -426729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -426729.562500 Penalty: 4088.667969
	Iteration 37Q: 3 clusters Score -426729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -426728.906250 Penalty: 4088.667969
	Iteration 38Q: 3 clusters Score -426728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426729.468750 Penalty: 4088.667969
	Iteration 39Q: 3 clusters Score -426729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426729.468750 Penalty: 4088.667969
	Iteration 40F: 3 clusters Score -426729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -448160.187500 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -448160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -444301.437500 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -444301.4 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -445299.250000 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -445299.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445613.531250 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -445613.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -445899.437500 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -445899.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -446144.062500 Penalty: 4112.358398
	Iteration 4F: 3 clusters Score -446144.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -446345.000000 Penalty: 4112.358398
	Iteration 5F: 3 clusters Score -446345 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -446484.062500 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -446484.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -446593.750000 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -446593.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -446672.968750 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -446673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -446708.000000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -446708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -446737.343750 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -446737.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -446757.968750 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -446758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446775.343750 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -446775.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -446789.531250 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -446789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -446804.593750 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -446804.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -446823.687500 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -446823.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -446840.500000 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -446840.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -446862.343750 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -446862.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -446882.187500 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -446882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -446898.875000 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -446898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -446906.843750 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -446906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -446910.468750 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -446910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -446913.000000 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -446913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -446914.281250 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -446914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -446915.625000 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -446915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -446916.312500 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -446916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -446917.125000 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -446917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446919.468750 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -446919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446920.406250 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -446920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -446921.500000 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -446921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -446923.875000 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -446923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -446925.531250 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -446925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446929.093750 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -446929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -446936.062500 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -446936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -446943.062500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -446943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -446948.093750 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -446948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -446956.125000 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -446956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -446963.625000 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -446963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -446970.031250 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -446970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -446971.656250 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -446971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -446974.093750 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -446974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -446975.375000 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -446975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -446975.375000 Penalty: 4112.358398
	Iteration 42F: 3 clusters Score -446975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -381820.593750 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -381820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -378311.968750 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -378312 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -379108.125000 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -379108.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -379364.812500 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -379364.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -379558.281250 Penalty: 4039.328857
	Iteration 3F: 3 clusters Score -379558.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -379689.000000 Penalty: 4039.328857
	Iteration 4Q: 3 clusters Score -379689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -379797.031250 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -379797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -379888.906250 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -379888.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -379959.500000 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -379959.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -380024.687500 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -380024.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -380093.468750 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -380093.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -380147.812500 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -380147.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -380188.250000 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -380188.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -380216.562500 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -380216.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -380237.875000 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -380237.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -380255.187500 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -380255.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -380269.781250 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -380269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -380277.968750 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -380278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -380288.875000 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -380288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -380303.500000 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -380303.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -380316.375000 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -380316.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -380328.031250 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -380328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -380337.812500 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -380337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -380343.031250 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -380343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -380346.406250 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -380346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -380350.187500 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -380350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -380353.093750 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -380353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -380355.093750 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -380355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -380356.218750 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -380356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -380360.125000 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -380360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -380366.312500 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -380366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -380375.718750 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -380375.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -380389.812500 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -380389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -380406.625000 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -380406.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -380426.125000 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -380426.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -380443.250000 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -380443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -380461.031250 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -380461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -380474.687500 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -380474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -380482.625000 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -380482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -380490.562500 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -380490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -380495.156250 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -380495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -380498.312500 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -380498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -380501.187500 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -380501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -380502.656250 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -380502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -380505.562500 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -380505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -380508.718750 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -380508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -380509.625000 Penalty: 4039.328857
	Iteration 45Q: 3 clusters Score -380509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -380509.625000 Penalty: 4039.328857
	Iteration 46F: 3 clusters Score -380509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77319 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 72725 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036268.000000 Penalty: 102229.648438
Iteration 151F: 33 clusters Score -4.503627e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 67292 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77315 members 
Mstep: Class 13 contains 2019 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 14691 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 14839 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 4290 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 8938 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11432 members 
Mstep: Class 26 contains 72575 members 
Mstep: Class 27 contains 4969 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 3968 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 3347 members 
Mstep: Class 32 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037452.000000 Penalty: 102229.648438
Iteration 152Q: 33 clusters Score -4.503745e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 67163 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 11936 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77279 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 15 contains 14687 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 14844 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 4267 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 11356 members 
Mstep: Class 26 contains 72493 members 
Mstep: Class 27 contains 5047 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 3960 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 3597 members 
Mstep: Class 32 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037932.000000 Penalty: 102229.648438
Iteration 153Q: 33 clusters Score -4.503793e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 67083 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 11222 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 11892 members 
Mstep: Class 10 contains 5298 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 77229 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 16 contains 12128 members 
Mstep: Class 17 contains 14862 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 11290 members 
Mstep: Class 26 contains 72440 members 
Mstep: Class 27 contains 5085 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 3954 members 
Mstep: Class 30 contains 3444 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45038308.000000 Penalty: 102229.648438
Iteration 154Q: 33 clusters Score -4.503831e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 67037 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 11223 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 11858 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 77198 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 14679 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 14877 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 8761 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 11235 members 
Mstep: Class 26 contains 72392 members 
Mstep: Class 27 contains 5118 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 3954 members 
Mstep: Class 30 contains 3442 members 
Mstep: Class 31 contains 3909 members 
Mstep: Class 32 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45038468.000000 Penalty: 102229.648438
Iteration 155Q: 33 clusters Score -4.503847e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 67001 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 11228 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 11812 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 77170 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 14676 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 14877 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 8709 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 72348 members 
Mstep: Class 27 contains 5138 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 4033 members 
Mstep: Class 32 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45038600.000000 Penalty: 102229.648438
Iteration 156Q: 33 clusters Score -4.50386e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 66953 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11770 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 77138 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 14672 members 
Mstep: Class 16 contains 12119 members 
Mstep: Class 17 contains 14872 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4238 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 3942 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 11140 members 
Mstep: Class 26 contains 72313 members 
Mstep: Class 27 contains 5144 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 4163 members 
Mstep: Class 32 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45038764.000000 Penalty: 102229.648438
Iteration 157Q: 33 clusters Score -4.503876e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 66895 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77126 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 15 contains 14671 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 8631 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 11115 members 
Mstep: Class 26 contains 72278 members 
Mstep: Class 27 contains 5141 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 4284 members 
Mstep: Class 32 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45038928.000000 Penalty: 102229.648438
Iteration 158Q: 33 clusters Score -4.503893e+07 nChanged 399
Entering ConstructFrom: 
Score: -45038928.000000 Penalty: 102229.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Entering Unmasked Estep 
Score: -864776.937500 Penalty: 2211.227051
	Iteration 0F: 2 clusters Score -864776.9 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 3742 members 
Entering Unmasked Estep 
Score: -858725.500000 Penalty: 4422.454102
	Iteration 0F: 3 clusters Score -858725.5 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -860366.625000 Penalty: 4422.454102
	Iteration 1F: 3 clusters Score -860366.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -860634.750000 Penalty: 4422.454102
	Iteration 2F: 3 clusters Score -860634.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -860836.375000 Penalty: 4422.454102
	Iteration 3F: 3 clusters Score -860836.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -861035.937500 Penalty: 4422.454102
	Iteration 4Q: 3 clusters Score -861035.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -861236.250000 Penalty: 4422.454102
	Iteration 5Q: 3 clusters Score -861236.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -861408.937500 Penalty: 4422.454102
	Iteration 6Q: 3 clusters Score -861408.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -861592.187500 Penalty: 4422.454102
	Iteration 7Q: 3 clusters Score -861592.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -861761.750000 Penalty: 4422.454102
	Iteration 8Q: 3 clusters Score -861761.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -861909.562500 Penalty: 4422.454102
	Iteration 9Q: 3 clusters Score -861909.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -862030.187500 Penalty: 4422.454102
	Iteration 10Q: 3 clusters Score -862030.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -862145.437500 Penalty: 4422.454102
	Iteration 11Q: 3 clusters Score -862145.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -862250.500000 Penalty: 4422.454102
	Iteration 12Q: 3 clusters Score -862250.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -862348.437500 Penalty: 4422.454102
	Iteration 13Q: 3 clusters Score -862348.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -862419.687500 Penalty: 4422.454102
	Iteration 14Q: 3 clusters Score -862419.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -862482.375000 Penalty: 4422.454102
	Iteration 15Q: 3 clusters Score -862482.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -862532.875000 Penalty: 4422.454102
	Iteration 16Q: 3 clusters Score -862532.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -862563.687500 Penalty: 4422.454102
	Iteration 17Q: 3 clusters Score -862563.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -862587.125000 Penalty: 4422.454102
	Iteration 18Q: 3 clusters Score -862587.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -862605.187500 Penalty: 4422.454102
	Iteration 19Q: 3 clusters Score -862605.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -862623.000000 Penalty: 4422.454102
	Iteration 20F: 3 clusters Score -862623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -862636.750000 Penalty: 4422.454102
	Iteration 21Q: 3 clusters Score -862636.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -862647.812500 Penalty: 4422.454102
	Iteration 22Q: 3 clusters Score -862647.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -862659.562500 Penalty: 4422.454102
	Iteration 23Q: 3 clusters Score -862659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -862667.812500 Penalty: 4422.454102
	Iteration 24Q: 3 clusters Score -862667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -862674.000000 Penalty: 4422.454102
	Iteration 25Q: 3 clusters Score -862674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -862678.625000 Penalty: 4422.454102
	Iteration 26Q: 3 clusters Score -862678.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -862683.750000 Penalty: 4422.454102
	Iteration 27Q: 3 clusters Score -862683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -862686.625000 Penalty: 4422.454102
	Iteration 28Q: 3 clusters Score -862686.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -862690.125000 Penalty: 4422.454102
	Iteration 29Q: 3 clusters Score -862690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -862693.187500 Penalty: 4422.454102
	Iteration 30Q: 3 clusters Score -862693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -862695.562500 Penalty: 4422.454102
	Iteration 31Q: 3 clusters Score -862695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -862697.750000 Penalty: 4422.454102
	Iteration 32Q: 3 clusters Score -862697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -862697.750000 Penalty: 4422.454102
	Iteration 33Q: 3 clusters Score -862697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -862701.062500 Penalty: 4422.454102
	Iteration 34Q: 3 clusters Score -862701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -862701.812500 Penalty: 4422.454102
	Iteration 35Q: 3 clusters Score -862701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -862704.562500 Penalty: 4422.454102
	Iteration 36Q: 3 clusters Score -862704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -862703.625000 Penalty: 4422.454102
	Iteration 37Q: 3 clusters Score -862703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -862701.875000 Penalty: 4422.454102
	Iteration 38Q: 3 clusters Score -862701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -862704.500000 Penalty: 4422.454102
	Iteration 39Q: 3 clusters Score -862704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -862705.562500 Penalty: 4422.454102
	Iteration 40F: 3 clusters Score -862705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -862707.000000 Penalty: 4422.454102
	Iteration 41Q: 3 clusters Score -862707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -862707.000000 Penalty: 4422.454102
	Iteration 42F: 3 clusters Score -862707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Entering Unmasked Estep 
Score: -1069647.750000 Penalty: 2264.266357
	Iteration 0F: 2 clusters Score -1069648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1062486.625000 Penalty: 4528.532715
	Iteration 0F: 3 clusters Score -1062487 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1064841.625000 Penalty: 4528.532715
	Iteration 1F: 3 clusters Score -1064842 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1065415.750000 Penalty: 4528.532715
	Iteration 2F: 3 clusters Score -1065416 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1066044.875000 Penalty: 4528.532715
	Iteration 3F: 3 clusters Score -1066045 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1066730.000000 Penalty: 4528.532715
	Iteration 4F: 3 clusters Score -1066730 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1067323.375000 Penalty: 4528.532715
	Iteration 5F: 3 clusters Score -1067323 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1067762.125000 Penalty: 4528.532715
	Iteration 6F: 3 clusters Score -1067762 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1068048.000000 Penalty: 4528.532715
	Iteration 7Q: 3 clusters Score -1068048 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1068250.500000 Penalty: 4528.532715
	Iteration 8Q: 3 clusters Score -1068250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1068374.375000 Penalty: 4528.532715
	Iteration 9Q: 3 clusters Score -1068374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1068462.750000 Penalty: 4528.532715
	Iteration 10Q: 3 clusters Score -1068463 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1068530.375000 Penalty: 4528.532715
	Iteration 11Q: 3 clusters Score -1068530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1068582.500000 Penalty: 4528.532715
	Iteration 12Q: 3 clusters Score -1068582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1068615.125000 Penalty: 4528.532715
	Iteration 13Q: 3 clusters Score -1068615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1068658.750000 Penalty: 4528.532715
	Iteration 14Q: 3 clusters Score -1068659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1068681.750000 Penalty: 4528.532715
	Iteration 15Q: 3 clusters Score -1068682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1068691.750000 Penalty: 4528.532715
	Iteration 16Q: 3 clusters Score -1068692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1068701.250000 Penalty: 4528.532715
	Iteration 17Q: 3 clusters Score -1068701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1068714.375000 Penalty: 4528.532715
	Iteration 18Q: 3 clusters Score -1068714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1068727.375000 Penalty: 4528.532715
	Iteration 19Q: 3 clusters Score -1068727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1068734.750000 Penalty: 4528.532715
	Iteration 20F: 3 clusters Score -1068735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1068741.500000 Penalty: 4528.532715
	Iteration 21Q: 3 clusters Score -1068742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1068744.750000 Penalty: 4528.532715
	Iteration 22Q: 3 clusters Score -1068745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1068750.375000 Penalty: 4528.532715
	Iteration 23Q: 3 clusters Score -1068750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1068753.875000 Penalty: 4528.532715
	Iteration 24Q: 3 clusters Score -1068754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1068761.375000 Penalty: 4528.532715
	Iteration 25Q: 3 clusters Score -1068761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1068766.000000 Penalty: 4528.532715
	Iteration 26Q: 3 clusters Score -1068766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1068767.500000 Penalty: 4528.532715
	Iteration 27Q: 3 clusters Score -1068768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1068772.500000 Penalty: 4528.532715
	Iteration 28Q: 3 clusters Score -1068772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1068771.875000 Penalty: 4528.532715
	Iteration 29Q: 3 clusters Score -1068772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1068771.625000 Penalty: 4528.532715
	Iteration 30Q: 3 clusters Score -1068772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1068771.625000 Penalty: 4528.532715
	Iteration 31F: 3 clusters Score -1068772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Entering Unmasked Estep 
Score: -7967650.500000 Penalty: 2755.327393
	Iteration 0F: 2 clusters Score -7967650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -7922913.500000 Penalty: 5510.654785
	Iteration 0F: 3 clusters Score -7922914 nChanged 31181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7940488.000000 Penalty: 5510.654785
	Iteration 1F: 3 clusters Score -7940488 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -7941278.500000 Penalty: 5510.654785
	Iteration 2Q: 3 clusters Score -7941278 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -7942332.500000 Penalty: 5510.654785
	Iteration 3Q: 3 clusters Score -7942332 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -7943983.500000 Penalty: 5510.654785
	Iteration 4Q: 3 clusters Score -7943984 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -7946351.000000 Penalty: 5510.654785
	Iteration 5F: 3 clusters Score -7946351 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7949194.500000 Penalty: 5510.654785
	Iteration 6F: 3 clusters Score -7949194 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7951775.500000 Penalty: 5510.654785
	Iteration 7F: 3 clusters Score -7951776 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -7953656.000000 Penalty: 5510.654785
	Iteration 8F: 3 clusters Score -7953656 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -7954823.500000 Penalty: 5510.654785
	Iteration 9Q: 3 clusters Score -7954824 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -7955751.500000 Penalty: 5510.654785
	Iteration 10Q: 3 clusters Score -7955752 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -7956526.500000 Penalty: 5510.654785
	Iteration 11Q: 3 clusters Score -7956526 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -7957256.500000 Penalty: 5510.654785
	Iteration 12Q: 3 clusters Score -7957256 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -7958014.500000 Penalty: 5510.654785
	Iteration 13Q: 3 clusters Score -7958014 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -7958676.000000 Penalty: 5510.654785
	Iteration 14Q: 3 clusters Score -7958676 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -7959354.500000 Penalty: 5510.654785
	Iteration 15Q: 3 clusters Score -7959354 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -7959786.500000 Penalty: 5510.654785
	Iteration 16Q: 3 clusters Score -7959786 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -7960214.500000 Penalty: 5510.654785
	Iteration 17Q: 3 clusters Score -7960214 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -7960532.500000 Penalty: 5510.654785
	Iteration 18Q: 3 clusters Score -7960532 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -7960795.500000 Penalty: 5510.654785
	Iteration 19Q: 3 clusters Score -7960796 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7961010.500000 Penalty: 5510.654785
	Iteration 20F: 3 clusters Score -7961010 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7961194.500000 Penalty: 5510.654785
	Iteration 21Q: 3 clusters Score -7961194 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -7961365.000000 Penalty: 5510.654785
	Iteration 22Q: 3 clusters Score -7961365 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -7961500.500000 Penalty: 5510.654785
	Iteration 23Q: 3 clusters Score -7961500 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -7961675.500000 Penalty: 5510.654785
	Iteration 24Q: 3 clusters Score -7961676 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7961870.000000 Penalty: 5510.654785
	Iteration 25Q: 3 clusters Score -7961870 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7962084.500000 Penalty: 5510.654785
	Iteration 26Q: 3 clusters Score -7962084 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -7962293.500000 Penalty: 5510.654785
	Iteration 27Q: 3 clusters Score -7962294 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -7962511.500000 Penalty: 5510.654785
	Iteration 28Q: 3 clusters Score -7962512 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -7962724.000000 Penalty: 5510.654785
	Iteration 29Q: 3 clusters Score -7962724 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -7962903.500000 Penalty: 5510.654785
	Iteration 30Q: 3 clusters Score -7962904 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -7963112.000000 Penalty: 5510.654785
	Iteration 31Q: 3 clusters Score -7963112 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7963354.000000 Penalty: 5510.654785
	Iteration 32Q: 3 clusters Score -7963354 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7963561.000000 Penalty: 5510.654785
	Iteration 33Q: 3 clusters Score -7963561 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -7963777.000000 Penalty: 5510.654785
	Iteration 34Q: 3 clusters Score -7963777 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7963957.500000 Penalty: 5510.654785
	Iteration 35Q: 3 clusters Score -7963958 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -7964138.000000 Penalty: 5510.654785
	Iteration 36Q: 3 clusters Score -7964138 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -7964278.500000 Penalty: 5510.654785
	Iteration 37Q: 3 clusters Score -7964278 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -7964388.000000 Penalty: 5510.654785
	Iteration 38Q: 3 clusters Score -7964388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -7964494.500000 Penalty: 5510.654785
	Iteration 39Q: 3 clusters Score -7964494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -7964602.500000 Penalty: 5510.654785
	Iteration 40F: 3 clusters Score -7964602 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -7964698.000000 Penalty: 5510.654785
	Iteration 41Q: 3 clusters Score -7964698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -7964781.500000 Penalty: 5510.654785
	Iteration 42Q: 3 clusters Score -7964782 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -7964865.000000 Penalty: 5510.654785
	Iteration 43Q: 3 clusters Score -7964865 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -7964950.500000 Penalty: 5510.654785
	Iteration 44Q: 3 clusters Score -7964950 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7965043.000000 Penalty: 5510.654785
	Iteration 45Q: 3 clusters Score -7965043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -7965136.500000 Penalty: 5510.654785
	Iteration 46Q: 3 clusters Score -7965136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -7965195.500000 Penalty: 5510.654785
	Iteration 47Q: 3 clusters Score -7965196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -7965278.000000 Penalty: 5510.654785
	Iteration 48Q: 3 clusters Score -7965278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -7965344.000000 Penalty: 5510.654785
	Iteration 49Q: 3 clusters Score -7965344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -7965370.000000 Penalty: 5510.654785
	Iteration 50Q: 3 clusters Score -7965370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -7965390.500000 Penalty: 5510.654785
	Iteration 51Q: 3 clusters Score -7965390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -7965414.500000 Penalty: 5510.654785
	Iteration 52Q: 3 clusters Score -7965414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -7965433.000000 Penalty: 5510.654785
	Iteration 53Q: 3 clusters Score -7965433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -7965446.500000 Penalty: 5510.654785
	Iteration 54Q: 3 clusters Score -7965446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -7965462.500000 Penalty: 5510.654785
	Iteration 55Q: 3 clusters Score -7965462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -7965459.000000 Penalty: 5510.654785
	Iteration 56Q: 3 clusters Score -7965459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -7965464.500000 Penalty: 5510.654785
	Iteration 57Q: 3 clusters Score -7965464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -7965465.500000 Penalty: 5510.654785
	Iteration 58Q: 3 clusters Score -7965466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -7965459.000000 Penalty: 5510.654785
	Iteration 59Q: 3 clusters Score -7965459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -7965459.000000 Penalty: 5510.654785
	Iteration 60F: 3 clusters Score -7965459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -7965457.500000 Penalty: 5510.654785
	Iteration 61Q: 3 clusters Score -7965458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -7965461.000000 Penalty: 5510.654785
	Iteration 62Q: 3 clusters Score -7965461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -7965466.000000 Penalty: 5510.654785
	Iteration 63Q: 3 clusters Score -7965466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -7965468.500000 Penalty: 5510.654785
	Iteration 64Q: 3 clusters Score -7965468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -7965472.000000 Penalty: 5510.654785
	Iteration 65Q: 3 clusters Score -7965472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -7965465.000000 Penalty: 5510.654785
	Iteration 66Q: 3 clusters Score -7965465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -7965473.500000 Penalty: 5510.654785
	Iteration 67Q: 3 clusters Score -7965474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7965472.000000 Penalty: 5510.654785
	Iteration 68Q: 3 clusters Score -7965472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -7965479.000000 Penalty: 5510.654785
	Iteration 69Q: 3 clusters Score -7965479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -7965474.000000 Penalty: 5510.654785
	Iteration 70Q: 3 clusters Score -7965474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -7965476.000000 Penalty: 5510.654785
	Iteration 71Q: 3 clusters Score -7965476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -7965473.500000 Penalty: 5510.654785
	Iteration 72Q: 3 clusters Score -7965474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -7965482.000000 Penalty: 5510.654785
	Iteration 73Q: 3 clusters Score -7965482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7965476.500000 Penalty: 5510.654785
	Iteration 74Q: 3 clusters Score -7965476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7965473.000000 Penalty: 5510.654785
	Iteration 75Q: 3 clusters Score -7965473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -7965477.000000 Penalty: 5510.654785
	Iteration 76Q: 3 clusters Score -7965477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -7965478.000000 Penalty: 5510.654785
	Iteration 77Q: 3 clusters Score -7965478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7965482.000000 Penalty: 5510.654785
	Iteration 78Q: 3 clusters Score -7965482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -7965486.000000 Penalty: 5510.654785
	Iteration 79Q: 3 clusters Score -7965486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -7965483.500000 Penalty: 5510.654785
	Iteration 80F: 3 clusters Score -7965484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -7965489.500000 Penalty: 5510.654785
	Iteration 81Q: 3 clusters Score -7965490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -7965486.500000 Penalty: 5510.654785
	Iteration 82Q: 3 clusters Score -7965486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7965492.000000 Penalty: 5510.654785
	Iteration 83Q: 3 clusters Score -7965492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7965492.000000 Penalty: 5510.654785
	Iteration 84F: 3 clusters Score -7965492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -163308.187500 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -163308.2 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 796 members 
Entering Unmasked Estep 
Score: -161069.437500 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -161069.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161813.125000 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -161813.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162179.687500 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -162179.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -162436.437500 Penalty: 3653.756836
	Iteration 3F: 3 clusters Score -162436.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162637.718750 Penalty: 3653.756836
	Iteration 4F: 3 clusters Score -162637.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162724.125000 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -162724.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162778.937500 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -162778.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162797.765625 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -162797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -162806.062500 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -162806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162810.281250 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -162810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162812.406250 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -162812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162813.968750 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -162814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162813.968750 Penalty: 3653.756836
	Iteration 12F: 3 clusters Score -162814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -632648.437500 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -632648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -627876.562500 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -627876.6 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -628983.187500 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -628983.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -629148.250000 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -629148.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -629272.375000 Penalty: 4268.544434
	Iteration 3Q: 3 clusters Score -629272.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -629374.062500 Penalty: 4268.544434
	Iteration 4Q: 3 clusters Score -629374.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -629457.125000 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -629457.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -629520.687500 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -629520.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -629588.875000 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -629588.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -629651.437500 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -629651.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -629746.437500 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -629746.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -629860.000000 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -629860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -629957.937500 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -629957.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -630065.687500 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -630065.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -630170.187500 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -630170.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -630245.875000 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -630245.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -630300.375000 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -630300.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -630345.812500 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -630345.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -630381.562500 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -630381.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -630407.937500 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -630407.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -630433.812500 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -630433.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -630458.875000 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -630458.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -630490.812500 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -630490.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -630515.250000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -630515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -630553.437500 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -630553.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -630586.937500 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -630586.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -630617.687500 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -630617.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -630642.812500 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -630642.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -630669.500000 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -630669.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -630690.062500 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -630690.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -630709.250000 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -630709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -630727.125000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -630727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -630736.500000 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -630736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -630746.812500 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -630746.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -630751.812500 Penalty: 4268.544434
	Iteration 33Q: 3 clusters Score -630751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -630756.062500 Penalty: 4268.544434
	Iteration 34Q: 3 clusters Score -630756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -630762.125000 Penalty: 4268.544434
	Iteration 35Q: 3 clusters Score -630762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -630767.625000 Penalty: 4268.544434
	Iteration 36Q: 3 clusters Score -630767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -630772.187500 Penalty: 4268.544434
	Iteration 37Q: 3 clusters Score -630772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -630775.750000 Penalty: 4268.544434
	Iteration 38Q: 3 clusters Score -630775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -630780.812500 Penalty: 4268.544434
	Iteration 39Q: 3 clusters Score -630780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -630783.812500 Penalty: 4268.544434
	Iteration 40F: 3 clusters Score -630783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -630786.187500 Penalty: 4268.544434
	Iteration 41Q: 3 clusters Score -630786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -630788.937500 Penalty: 4268.544434
	Iteration 42Q: 3 clusters Score -630788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -630790.500000 Penalty: 4268.544434
	Iteration 43Q: 3 clusters Score -630790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -630792.812500 Penalty: 4268.544434
	Iteration 44Q: 3 clusters Score -630792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -630797.125000 Penalty: 4268.544434
	Iteration 45Q: 3 clusters Score -630797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -630802.437500 Penalty: 4268.544434
	Iteration 46Q: 3 clusters Score -630802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -630807.437500 Penalty: 4268.544434
	Iteration 47Q: 3 clusters Score -630807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -630815.875000 Penalty: 4268.544434
	Iteration 48Q: 3 clusters Score -630815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -630822.687500 Penalty: 4268.544434
	Iteration 49Q: 3 clusters Score -630822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -630829.000000 Penalty: 4268.544434
	Iteration 50Q: 3 clusters Score -630829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -630833.750000 Penalty: 4268.544434
	Iteration 51Q: 3 clusters Score -630833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -630840.937500 Penalty: 4268.544434
	Iteration 52Q: 3 clusters Score -630840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -630848.687500 Penalty: 4268.544434
	Iteration 53Q: 3 clusters Score -630848.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -630860.812500 Penalty: 4268.544434
	Iteration 54Q: 3 clusters Score -630860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -630869.875000 Penalty: 4268.544434
	Iteration 55Q: 3 clusters Score -630869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -630875.937500 Penalty: 4268.544434
	Iteration 56Q: 3 clusters Score -630875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -630879.937500 Penalty: 4268.544434
	Iteration 57Q: 3 clusters Score -630879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -630881.562500 Penalty: 4268.544434
	Iteration 58Q: 3 clusters Score -630881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -630881.562500 Penalty: 4268.544434
	Iteration 59F: 3 clusters Score -630881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Entering Unmasked Estep 
Score: -1319063.625000 Penalty: 2313.154053
	Iteration 0F: 2 clusters Score -1319064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1310563.500000 Penalty: 4626.308105
	Iteration 0F: 3 clusters Score -1310564 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1313181.000000 Penalty: 4626.308105
	Iteration 1F: 3 clusters Score -1313181 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1313449.125000 Penalty: 4626.308105
	Iteration 2F: 3 clusters Score -1313449 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1313651.625000 Penalty: 4626.308105
	Iteration 3Q: 3 clusters Score -1313652 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1313842.875000 Penalty: 4626.308105
	Iteration 4Q: 3 clusters Score -1313843 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1314046.000000 Penalty: 4626.308105
	Iteration 5Q: 3 clusters Score -1314046 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1314288.125000 Penalty: 4626.308105
	Iteration 6Q: 3 clusters Score -1314288 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1314608.875000 Penalty: 4626.308105
	Iteration 7Q: 3 clusters Score -1314609 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1314922.250000 Penalty: 4626.308105
	Iteration 8Q: 3 clusters Score -1314922 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1315240.875000 Penalty: 4626.308105
	Iteration 9F: 3 clusters Score -1315241 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1315596.125000 Penalty: 4626.308105
	Iteration 10F: 3 clusters Score -1315596 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1316000.125000 Penalty: 4626.308105
	Iteration 11F: 3 clusters Score -1316000 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1316386.625000 Penalty: 4626.308105
	Iteration 12Q: 3 clusters Score -1316387 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1316771.875000 Penalty: 4626.308105
	Iteration 13Q: 3 clusters Score -1316772 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1317098.250000 Penalty: 4626.308105
	Iteration 14Q: 3 clusters Score -1317098 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1317369.000000 Penalty: 4626.308105
	Iteration 15Q: 3 clusters Score -1317369 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1317558.125000 Penalty: 4626.308105
	Iteration 16Q: 3 clusters Score -1317558 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1317688.625000 Penalty: 4626.308105
	Iteration 17Q: 3 clusters Score -1317689 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1317765.375000 Penalty: 4626.308105
	Iteration 18Q: 3 clusters Score -1317765 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1317827.625000 Penalty: 4626.308105
	Iteration 19Q: 3 clusters Score -1317828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1317871.125000 Penalty: 4626.308105
	Iteration 20F: 3 clusters Score -1317871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1317897.875000 Penalty: 4626.308105
	Iteration 21Q: 3 clusters Score -1317898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1317917.500000 Penalty: 4626.308105
	Iteration 22Q: 3 clusters Score -1317918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1317926.500000 Penalty: 4626.308105
	Iteration 23Q: 3 clusters Score -1317926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1317935.875000 Penalty: 4626.308105
	Iteration 24Q: 3 clusters Score -1317936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1317942.125000 Penalty: 4626.308105
	Iteration 25Q: 3 clusters Score -1317942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1317948.500000 Penalty: 4626.308105
	Iteration 26Q: 3 clusters Score -1317948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1317949.875000 Penalty: 4626.308105
	Iteration 27Q: 3 clusters Score -1317950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1317950.250000 Penalty: 4626.308105
	Iteration 28Q: 3 clusters Score -1317950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1317950.250000 Penalty: 4626.308105
	Iteration 29F: 3 clusters Score -1317950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -318414.656250 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -318414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315217.500000 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -315217.5 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -315984.343750 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -315984.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -316268.343750 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -316268.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -316594.812500 Penalty: 3968.339600
	Iteration 3F: 3 clusters Score -316594.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -316973.406250 Penalty: 3968.339600
	Iteration 4F: 3 clusters Score -316973.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -317237.187500 Penalty: 3968.339600
	Iteration 5F: 3 clusters Score -317237.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317397.218750 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -317397.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -317490.218750 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -317490.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -317548.437500 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -317548.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -317585.218750 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -317585.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -317610.625000 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -317610.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -317626.250000 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -317626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -317631.031250 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -317631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -317633.500000 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -317633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -317635.656250 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -317635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -317638.437500 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -317638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -317642.437500 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -317642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -317650.468750 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -317650.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -317657.843750 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -317657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -317662.125000 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -317662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -317664.968750 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -317665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -317667.781250 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -317667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -317669.562500 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -317669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -317670.437500 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -317670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -317671.312500 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -317671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -317673.187500 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -317673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -317673.562500 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -317673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -317673.562500 Penalty: 3968.339600
	Iteration 27F: 3 clusters Score -317673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -273188.687500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -273188.7 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 1226 members 
Entering Unmasked Estep 
Score: -270310.406250 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -270310.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -270892.937500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -270892.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -271062.000000 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -271062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271139.187500 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -271139.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271171.187500 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -271171.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271192.718750 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -271192.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271213.218750 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -271213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271227.656250 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -271227.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -271242.781250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -271242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -271253.968750 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -271254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -271265.093750 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -271265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -271272.812500 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -271272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -271279.531250 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -271279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -271284.781250 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -271284.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -271292.312500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -271292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -271297.437500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -271297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271301.937500 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -271301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271303.250000 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -271303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -271303.843750 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -271303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -271305.468750 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -271305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271307.156250 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -271307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271309.875000 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -271309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271311.968750 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -271312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -271313.406250 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -271313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -271315.843750 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -271315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271317.937500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -271317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271319.687500 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -271319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271320.968750 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -271321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271321.875000 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -271321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271323.125000 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -271323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271323.968750 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -271324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271327.437500 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -271327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271328.781250 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -271328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271331.750000 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -271331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -271333.781250 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -271333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -271334.718750 Penalty: 3869.489990
	Iteration 35Q: 3 clusters Score -271334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -271336.093750 Penalty: 3869.489990
	Iteration 36Q: 3 clusters Score -271336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271337.625000 Penalty: 3869.489990
	Iteration 37Q: 3 clusters Score -271337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271339.843750 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -271339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -271343.437500 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -271343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271346.531250 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -271346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -271349.843750 Penalty: 3869.489990
	Iteration 41Q: 3 clusters Score -271349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -271350.437500 Penalty: 3869.489990
	Iteration 42Q: 3 clusters Score -271350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -271351.281250 Penalty: 3869.489990
	Iteration 43Q: 3 clusters Score -271351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271351.843750 Penalty: 3869.489990
	Iteration 44Q: 3 clusters Score -271351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271351.843750 Penalty: 3869.489990
	Iteration 45F: 3 clusters Score -271351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Entering Unmasked Estep 
Score: -1300752.875000 Penalty: 2322.910400
	Iteration 0F: 2 clusters Score -1300753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1291945.875000 Penalty: 4645.820801
	Iteration 0F: 3 clusters Score -1291946 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1294733.125000 Penalty: 4645.820801
	Iteration 1F: 3 clusters Score -1294733 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1295323.125000 Penalty: 4645.820801
	Iteration 2F: 3 clusters Score -1295323 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1295938.375000 Penalty: 4645.820801
	Iteration 3F: 3 clusters Score -1295938 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1296656.625000 Penalty: 4645.820801
	Iteration 4F: 3 clusters Score -1296657 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1297459.875000 Penalty: 4645.820801
	Iteration 5F: 3 clusters Score -1297460 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1298199.000000 Penalty: 4645.820801
	Iteration 6F: 3 clusters Score -1298199 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1298773.625000 Penalty: 4645.820801
	Iteration 7F: 3 clusters Score -1298774 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1299256.000000 Penalty: 4645.820801
	Iteration 8Q: 3 clusters Score -1299256 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1299630.875000 Penalty: 4645.820801
	Iteration 9Q: 3 clusters Score -1299631 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1299842.375000 Penalty: 4645.820801
	Iteration 10Q: 3 clusters Score -1299842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1299978.750000 Penalty: 4645.820801
	Iteration 11Q: 3 clusters Score -1299979 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1300061.750000 Penalty: 4645.820801
	Iteration 12Q: 3 clusters Score -1300062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1300111.625000 Penalty: 4645.820801
	Iteration 13Q: 3 clusters Score -1300112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1300147.125000 Penalty: 4645.820801
	Iteration 14Q: 3 clusters Score -1300147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1300175.500000 Penalty: 4645.820801
	Iteration 15Q: 3 clusters Score -1300176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1300199.500000 Penalty: 4645.820801
	Iteration 16Q: 3 clusters Score -1300200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1300215.125000 Penalty: 4645.820801
	Iteration 17Q: 3 clusters Score -1300215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1300229.875000 Penalty: 4645.820801
	Iteration 18Q: 3 clusters Score -1300230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1300240.250000 Penalty: 4645.820801
	Iteration 19Q: 3 clusters Score -1300240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1300243.375000 Penalty: 4645.820801
	Iteration 20F: 3 clusters Score -1300243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1300252.000000 Penalty: 4645.820801
	Iteration 21Q: 3 clusters Score -1300252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1300264.875000 Penalty: 4645.820801
	Iteration 22Q: 3 clusters Score -1300265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1300270.625000 Penalty: 4645.820801
	Iteration 23Q: 3 clusters Score -1300271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1300280.875000 Penalty: 4645.820801
	Iteration 24Q: 3 clusters Score -1300281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1300283.750000 Penalty: 4645.820801
	Iteration 25Q: 3 clusters Score -1300284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1300287.000000 Penalty: 4645.820801
	Iteration 26Q: 3 clusters Score -1300287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1300294.750000 Penalty: 4645.820801
	Iteration 27Q: 3 clusters Score -1300295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1300297.500000 Penalty: 4645.820801
	Iteration 28Q: 3 clusters Score -1300298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1300303.625000 Penalty: 4645.820801
	Iteration 29Q: 3 clusters Score -1300304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1300309.000000 Penalty: 4645.820801
	Iteration 30Q: 3 clusters Score -1300309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1300315.125000 Penalty: 4645.820801
	Iteration 31Q: 3 clusters Score -1300315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1300320.750000 Penalty: 4645.820801
	Iteration 32Q: 3 clusters Score -1300321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1300325.625000 Penalty: 4645.820801
	Iteration 33Q: 3 clusters Score -1300326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1300328.250000 Penalty: 4645.820801
	Iteration 34Q: 3 clusters Score -1300328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1300326.875000 Penalty: 4645.820801
	Iteration 35Q: 3 clusters Score -1300327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1300338.125000 Penalty: 4645.820801
	Iteration 36Q: 3 clusters Score -1300338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1300346.875000 Penalty: 4645.820801
	Iteration 37Q: 3 clusters Score -1300347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1300366.250000 Penalty: 4645.820801
	Iteration 38Q: 3 clusters Score -1300366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1300376.500000 Penalty: 4645.820801
	Iteration 39Q: 3 clusters Score -1300376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1300393.500000 Penalty: 4645.820801
	Iteration 40F: 3 clusters Score -1300394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1300404.625000 Penalty: 4645.820801
	Iteration 41Q: 3 clusters Score -1300405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1300415.250000 Penalty: 4645.820801
	Iteration 42Q: 3 clusters Score -1300415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1300426.750000 Penalty: 4645.820801
	Iteration 43Q: 3 clusters Score -1300427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1300436.500000 Penalty: 4645.820801
	Iteration 44Q: 3 clusters Score -1300436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1300448.750000 Penalty: 4645.820801
	Iteration 45Q: 3 clusters Score -1300449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1300457.000000 Penalty: 4645.820801
	Iteration 46Q: 3 clusters Score -1300457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1300469.000000 Penalty: 4645.820801
	Iteration 47Q: 3 clusters Score -1300469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1300483.875000 Penalty: 4645.820801
	Iteration 48Q: 3 clusters Score -1300484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1300490.625000 Penalty: 4645.820801
	Iteration 49Q: 3 clusters Score -1300491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1300494.250000 Penalty: 4645.820801
	Iteration 50Q: 3 clusters Score -1300494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1300502.625000 Penalty: 4645.820801
	Iteration 51Q: 3 clusters Score -1300503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1300506.250000 Penalty: 4645.820801
	Iteration 52Q: 3 clusters Score -1300506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1300515.000000 Penalty: 4645.820801
	Iteration 53Q: 3 clusters Score -1300515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1300525.625000 Penalty: 4645.820801
	Iteration 54Q: 3 clusters Score -1300526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1300529.625000 Penalty: 4645.820801
	Iteration 55Q: 3 clusters Score -1300530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1300532.125000 Penalty: 4645.820801
	Iteration 56Q: 3 clusters Score -1300532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1300536.000000 Penalty: 4645.820801
	Iteration 57Q: 3 clusters Score -1300536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1300540.250000 Penalty: 4645.820801
	Iteration 58Q: 3 clusters Score -1300540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1300546.125000 Penalty: 4645.820801
	Iteration 59Q: 3 clusters Score -1300546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1300551.375000 Penalty: 4645.820801
	Iteration 60F: 3 clusters Score -1300551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1300559.250000 Penalty: 4645.820801
	Iteration 61Q: 3 clusters Score -1300559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1300570.625000 Penalty: 4645.820801
	Iteration 62Q: 3 clusters Score -1300571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1300582.500000 Penalty: 4645.820801
	Iteration 63Q: 3 clusters Score -1300582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1300600.750000 Penalty: 4645.820801
	Iteration 64Q: 3 clusters Score -1300601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1300613.250000 Penalty: 4645.820801
	Iteration 65Q: 3 clusters Score -1300613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1300632.625000 Penalty: 4645.820801
	Iteration 66Q: 3 clusters Score -1300633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1300670.000000 Penalty: 4645.820801
	Iteration 67Q: 3 clusters Score -1300670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1300709.375000 Penalty: 4645.820801
	Iteration 68Q: 3 clusters Score -1300709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1300738.500000 Penalty: 4645.820801
	Iteration 69Q: 3 clusters Score -1300738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1300775.125000 Penalty: 4645.820801
	Iteration 70Q: 3 clusters Score -1300775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1300807.500000 Penalty: 4645.820801
	Iteration 71Q: 3 clusters Score -1300808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1300838.250000 Penalty: 4645.820801
	Iteration 72Q: 3 clusters Score -1300838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1300869.250000 Penalty: 4645.820801
	Iteration 73Q: 3 clusters Score -1300869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1300895.000000 Penalty: 4645.820801
	Iteration 74Q: 3 clusters Score -1300895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1300923.500000 Penalty: 4645.820801
	Iteration 75Q: 3 clusters Score -1300924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1300954.000000 Penalty: 4645.820801
	Iteration 76Q: 3 clusters Score -1300954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1300979.875000 Penalty: 4645.820801
	Iteration 77Q: 3 clusters Score -1300980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1300987.000000 Penalty: 4645.820801
	Iteration 78Q: 3 clusters Score -1300987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1301004.000000 Penalty: 4645.820801
	Iteration 79Q: 3 clusters Score -1301004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1301010.000000 Penalty: 4645.820801
	Iteration 80F: 3 clusters Score -1301010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1301020.375000 Penalty: 4645.820801
	Iteration 81Q: 3 clusters Score -1301020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1301020.875000 Penalty: 4645.820801
	Iteration 82Q: 3 clusters Score -1301021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1301024.875000 Penalty: 4645.820801
	Iteration 83Q: 3 clusters Score -1301025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1301026.875000 Penalty: 4645.820801
	Iteration 84Q: 3 clusters Score -1301027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1301033.125000 Penalty: 4645.820801
	Iteration 85Q: 3 clusters Score -1301033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1301036.500000 Penalty: 4645.820801
	Iteration 86Q: 3 clusters Score -1301036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1301037.000000 Penalty: 4645.820801
	Iteration 87Q: 3 clusters Score -1301037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1301040.250000 Penalty: 4645.820801
	Iteration 88Q: 3 clusters Score -1301040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1301038.625000 Penalty: 4645.820801
	Iteration 89Q: 3 clusters Score -1301039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1301042.500000 Penalty: 4645.820801
	Iteration 90Q: 3 clusters Score -1301042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1301046.375000 Penalty: 4645.820801
	Iteration 91Q: 3 clusters Score -1301046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1301047.625000 Penalty: 4645.820801
	Iteration 92Q: 3 clusters Score -1301048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1301050.500000 Penalty: 4645.820801
	Iteration 93Q: 3 clusters Score -1301050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1301050.375000 Penalty: 4645.820801
	Iteration 94Q: 3 clusters Score -1301050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1301059.375000 Penalty: 4645.820801
	Iteration 95Q: 3 clusters Score -1301059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1301062.375000 Penalty: 4645.820801
	Iteration 96Q: 3 clusters Score -1301062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1301063.625000 Penalty: 4645.820801
	Iteration 97Q: 3 clusters Score -1301064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1301067.625000 Penalty: 4645.820801
	Iteration 98Q: 3 clusters Score -1301068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1301074.250000 Penalty: 4645.820801
	Iteration 99Q: 3 clusters Score -1301074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1301076.500000 Penalty: 4645.820801
	Iteration 100F: 3 clusters Score -1301076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1301076.000000 Penalty: 4645.820801
	Iteration 101Q: 3 clusters Score -1301076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1301080.375000 Penalty: 4645.820801
	Iteration 102Q: 3 clusters Score -1301080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1301083.375000 Penalty: 4645.820801
	Iteration 103Q: 3 clusters Score -1301083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1301083.500000 Penalty: 4645.820801
	Iteration 104Q: 3 clusters Score -1301084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1301089.250000 Penalty: 4645.820801
	Iteration 105Q: 3 clusters Score -1301089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1301092.625000 Penalty: 4645.820801
	Iteration 106Q: 3 clusters Score -1301093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1301094.250000 Penalty: 4645.820801
	Iteration 107Q: 3 clusters Score -1301094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1301095.000000 Penalty: 4645.820801
	Iteration 108Q: 3 clusters Score -1301095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1301095.625000 Penalty: 4645.820801
	Iteration 109Q: 3 clusters Score -1301096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1301095.500000 Penalty: 4645.820801
	Iteration 110Q: 3 clusters Score -1301096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1301100.375000 Penalty: 4645.820801
	Iteration 111Q: 3 clusters Score -1301100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1301103.250000 Penalty: 4645.820801
	Iteration 112Q: 3 clusters Score -1301103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1301107.000000 Penalty: 4645.820801
	Iteration 113Q: 3 clusters Score -1301107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1301110.125000 Penalty: 4645.820801
	Iteration 114Q: 3 clusters Score -1301110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1301109.500000 Penalty: 4645.820801
	Iteration 115Q: 3 clusters Score -1301110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1301112.625000 Penalty: 4645.820801
	Iteration 116Q: 3 clusters Score -1301113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1301113.375000 Penalty: 4645.820801
	Iteration 117Q: 3 clusters Score -1301113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1301112.125000 Penalty: 4645.820801
	Iteration 118Q: 3 clusters Score -1301112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1301114.250000 Penalty: 4645.820801
	Iteration 119Q: 3 clusters Score -1301114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1301118.000000 Penalty: 4645.820801
	Iteration 120F: 3 clusters Score -1301118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1301117.750000 Penalty: 4645.820801
	Iteration 121Q: 3 clusters Score -1301118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1301115.750000 Penalty: 4645.820801
	Iteration 122Q: 3 clusters Score -1301116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1301116.625000 Penalty: 4645.820801
	Iteration 123Q: 3 clusters Score -1301117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1301116.625000 Penalty: 4645.820801
	Iteration 124F: 3 clusters Score -1301117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 66849 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 14670 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 14846 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 72251 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 4405 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 8204 members 
Entering Unmasked Estep 
Score: -45038384.000000 Penalty: 105424.328125
Splitting cluster 9 changes total score from -45038928.000000 to -45038384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -623254.625000 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -623254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -618527.687500 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -618527.7 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -619574.437500 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -619574.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -619782.625000 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -619782.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -619948.687500 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -619948.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -620082.812500 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -620082.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -620228.125000 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -620228.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -620354.812500 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -620354.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -620464.625000 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -620464.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -620566.937500 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -620566.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -620678.062500 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -620678.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -620774.375000 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -620774.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -620876.562500 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -620876.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -620972.875000 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -620972.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -621076.000000 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -621076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -621171.750000 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -621171.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -621256.687500 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -621256.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -621356.687500 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -621356.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -621441.375000 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -621441.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -621511.437500 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -621511.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -621569.625000 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -621569.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -621614.625000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -621614.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -621648.687500 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -621648.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -621667.937500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -621667.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -621682.062500 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -621682.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -621690.562500 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -621690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -621696.750000 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -621696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -621704.000000 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -621704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -621712.500000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -621712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -621720.687500 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -621720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -621726.812500 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -621726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -621730.875000 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -621730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -621733.687500 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -621733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -621736.625000 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -621736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -621736.437500 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -621736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -621739.187500 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -621739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -621740.687500 Penalty: 4258.457031
	Iteration 35Q: 3 clusters Score -621740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -621740.687500 Penalty: 4258.457031
	Iteration 36F: 3 clusters Score -621740.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -380891.343750 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -380891.3 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 1671 members 
Entering Unmasked Estep 
Score: -377387.375000 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -377387.4 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -378255.250000 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -378255.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -378523.656250 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -378523.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -378683.031250 Penalty: 4027.221436
	Iteration 3F: 3 clusters Score -378683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -378811.937500 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -378811.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -378925.062500 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -378925.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -379042.625000 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -379042.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -379145.687500 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -379145.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -379225.500000 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -379225.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -379289.437500 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -379289.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -379332.125000 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -379332.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -379368.593750 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -379368.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -379400.562500 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -379400.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -379426.750000 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -379426.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -379443.000000 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -379443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379453.281250 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -379453.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -379459.937500 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -379459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379465.656250 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -379465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -379470.843750 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -379470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -379477.906250 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -379477.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -379482.437500 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -379482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -379486.406250 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -379486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -379492.968750 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -379493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -379497.500000 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -379497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -379501.406250 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -379501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -379506.031250 Penalty: 4027.221436
	Iteration 25Q: 3 clusters Score -379506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -379509.437500 Penalty: 4027.221436
	Iteration 26Q: 3 clusters Score -379509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -379510.937500 Penalty: 4027.221436
	Iteration 27Q: 3 clusters Score -379510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -379513.468750 Penalty: 4027.221436
	Iteration 28Q: 3 clusters Score -379513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -379516.312500 Penalty: 4027.221436
	Iteration 29Q: 3 clusters Score -379516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -379520.937500 Penalty: 4027.221436
	Iteration 30Q: 3 clusters Score -379520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -379522.156250 Penalty: 4027.221436
	Iteration 31Q: 3 clusters Score -379522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -379523.375000 Penalty: 4027.221436
	Iteration 32Q: 3 clusters Score -379523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -379524.656250 Penalty: 4027.221436
	Iteration 33Q: 3 clusters Score -379524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -379526.437500 Penalty: 4027.221436
	Iteration 34Q: 3 clusters Score -379526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -379526.468750 Penalty: 4027.221436
	Iteration 35Q: 3 clusters Score -379526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -379526.468750 Penalty: 4027.221436
	Iteration 36F: 3 clusters Score -379526.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Entering Unmasked Estep 
Score: -9318304.000000 Penalty: 2790.770020
	Iteration 0F: 2 clusters Score -9318304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -9266509.000000 Penalty: 5581.540039
	Iteration 0F: 3 clusters Score -9266509 nChanged 36373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -9286957.000000 Penalty: 5581.540039
	Iteration 1F: 3 clusters Score -9286957 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -9287621.000000 Penalty: 5581.540039
	Iteration 2Q: 3 clusters Score -9287621 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9288444.000000 Penalty: 5581.540039
	Iteration 3Q: 3 clusters Score -9288444 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -9289383.000000 Penalty: 5581.540039
	Iteration 4Q: 3 clusters Score -9289383 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -9290456.000000 Penalty: 5581.540039
	Iteration 5Q: 3 clusters Score -9290456 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -9291992.000000 Penalty: 5581.540039
	Iteration 6Q: 3 clusters Score -9291992 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -9294234.000000 Penalty: 5581.540039
	Iteration 7F: 3 clusters Score -9294234 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -9297338.000000 Penalty: 5581.540039
	Iteration 8F: 3 clusters Score -9297338 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -9301433.000000 Penalty: 5581.540039
	Iteration 9F: 3 clusters Score -9301433 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -9305783.000000 Penalty: 5581.540039
	Iteration 10F: 3 clusters Score -9305783 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9309579.000000 Penalty: 5581.540039
	Iteration 11F: 3 clusters Score -9309579 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -9312461.000000 Penalty: 5581.540039
	Iteration 12Q: 3 clusters Score -9312461 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9314029.000000 Penalty: 5581.540039
	Iteration 13Q: 3 clusters Score -9314029 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9314899.000000 Penalty: 5581.540039
	Iteration 14Q: 3 clusters Score -9314899 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9315293.000000 Penalty: 5581.540039
	Iteration 15Q: 3 clusters Score -9315293 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9315501.000000 Penalty: 5581.540039
	Iteration 16Q: 3 clusters Score -9315501 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9315634.000000 Penalty: 5581.540039
	Iteration 17Q: 3 clusters Score -9315634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9315733.000000 Penalty: 5581.540039
	Iteration 18Q: 3 clusters Score -9315733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9315783.000000 Penalty: 5581.540039
	Iteration 19Q: 3 clusters Score -9315783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9315839.000000 Penalty: 5581.540039
	Iteration 20F: 3 clusters Score -9315839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9315868.000000 Penalty: 5581.540039
	Iteration 21Q: 3 clusters Score -9315868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9315880.000000 Penalty: 5581.540039
	Iteration 22Q: 3 clusters Score -9315880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9315892.000000 Penalty: 5581.540039
	Iteration 23Q: 3 clusters Score -9315892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9315897.000000 Penalty: 5581.540039
	Iteration 24Q: 3 clusters Score -9315897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9315898.000000 Penalty: 5581.540039
	Iteration 25Q: 3 clusters Score -9315898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9315901.000000 Penalty: 5581.540039
	Iteration 26Q: 3 clusters Score -9315901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9315897.000000 Penalty: 5581.540039
	Iteration 27Q: 3 clusters Score -9315897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9315897.000000 Penalty: 5581.540039
	Iteration 28F: 3 clusters Score -9315897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -316560.937500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -316560.9 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 1370 members 
Entering Unmasked Estep 
Score: -313464.093750 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -313464.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -314069.250000 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -314069.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -314217.437500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -314217.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314308.843750 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -314308.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -314370.937500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -314370.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -314412.468750 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -314412.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314446.843750 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -314446.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -314475.406250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -314475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -314493.437500 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -314493.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -314510.562500 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -314510.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -314528.875000 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -314528.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -314543.906250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -314543.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -314562.875000 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -314562.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -314578.437500 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -314578.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -314600.343750 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -314600.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -314614.718750 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -314614.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -314624.812500 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -314624.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -314635.781250 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -314635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -314646.656250 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -314646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -314659.750000 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -314659.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -314672.781250 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -314672.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -314681.406250 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -314681.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -314696.500000 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -314696.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -314717.031250 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -314717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -314730.500000 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -314730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -314739.312500 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -314739.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -314751.218750 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -314751.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -314767.531250 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -314767.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314781.906250 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -314781.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -314794.093750 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -314794.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -314813.875000 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -314813.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -314828.718750 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -314828.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -314843.250000 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -314843.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -314855.375000 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -314855.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314869.406250 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -314869.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -314878.062500 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -314878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -314886.937500 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -314886.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -314894.437500 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -314894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -314898.500000 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -314898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -314902.937500 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -314902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -314909.000000 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -314909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -314916.937500 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -314916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -314924.218750 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -314924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -314928.031250 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -314928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -314929.562500 Penalty: 3925.650391
	Iteration 44Q: 3 clusters Score -314929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -314930.312500 Penalty: 3925.650391
	Iteration 45Q: 3 clusters Score -314930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -314931.531250 Penalty: 3925.650391
	Iteration 46Q: 3 clusters Score -314931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -314932.906250 Penalty: 3925.650391
	Iteration 47Q: 3 clusters Score -314932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -314934.031250 Penalty: 3925.650391
	Iteration 48Q: 3 clusters Score -314934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -314935.875000 Penalty: 3925.650391
	Iteration 49Q: 3 clusters Score -314935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -314940.843750 Penalty: 3925.650391
	Iteration 50Q: 3 clusters Score -314940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -314944.281250 Penalty: 3925.650391
	Iteration 51Q: 3 clusters Score -314944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -314946.562500 Penalty: 3925.650391
	Iteration 52Q: 3 clusters Score -314946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -314950.750000 Penalty: 3925.650391
	Iteration 53Q: 3 clusters Score -314950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -314957.250000 Penalty: 3925.650391
	Iteration 54Q: 3 clusters Score -314957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -314962.343750 Penalty: 3925.650391
	Iteration 55Q: 3 clusters Score -314962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -314964.687500 Penalty: 3925.650391
	Iteration 56Q: 3 clusters Score -314964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -314968.375000 Penalty: 3925.650391
	Iteration 57Q: 3 clusters Score -314968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -314973.125000 Penalty: 3925.650391
	Iteration 58Q: 3 clusters Score -314973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -314976.156250 Penalty: 3925.650391
	Iteration 59Q: 3 clusters Score -314976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -314977.968750 Penalty: 3925.650391
	Iteration 60F: 3 clusters Score -314978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -314980.812500 Penalty: 3925.650391
	Iteration 61Q: 3 clusters Score -314980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -314981.406250 Penalty: 3925.650391
	Iteration 62Q: 3 clusters Score -314981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -314983.812500 Penalty: 3925.650391
	Iteration 63Q: 3 clusters Score -314983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -314985.843750 Penalty: 3925.650391
	Iteration 64Q: 3 clusters Score -314985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -314986.218750 Penalty: 3925.650391
	Iteration 65Q: 3 clusters Score -314986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -314986.562500 Penalty: 3925.650391
	Iteration 66Q: 3 clusters Score -314986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -314988.593750 Penalty: 3925.650391
	Iteration 67Q: 3 clusters Score -314988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -314989.281250 Penalty: 3925.650391
	Iteration 68Q: 3 clusters Score -314989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -314989.281250 Penalty: 3925.650391
	Iteration 69F: 3 clusters Score -314989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -203498.671875 Penalty: 1877.469849
	Iteration 0F: 2 clusters Score -203498.7 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 982 members 
Entering Unmasked Estep 
Score: -200969.500000 Penalty: 3754.939697
	Iteration 0F: 3 clusters Score -200969.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -201492.968750 Penalty: 3754.939697
	Iteration 1F: 3 clusters Score -201493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -201681.234375 Penalty: 3754.939697
	Iteration 2F: 3 clusters Score -201681.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -201791.281250 Penalty: 3754.939697
	Iteration 3F: 3 clusters Score -201791.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -201875.656250 Penalty: 3754.939697
	Iteration 4Q: 3 clusters Score -201875.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -201973.062500 Penalty: 3754.939697
	Iteration 5Q: 3 clusters Score -201973.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202075.937500 Penalty: 3754.939697
	Iteration 6Q: 3 clusters Score -202075.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -202168.000000 Penalty: 3754.939697
	Iteration 7Q: 3 clusters Score -202168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -202276.453125 Penalty: 3754.939697
	Iteration 8Q: 3 clusters Score -202276.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -202376.656250 Penalty: 3754.939697
	Iteration 9Q: 3 clusters Score -202376.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -202499.828125 Penalty: 3754.939697
	Iteration 10Q: 3 clusters Score -202499.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -202595.343750 Penalty: 3754.939697
	Iteration 11Q: 3 clusters Score -202595.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -202662.250000 Penalty: 3754.939697
	Iteration 12Q: 3 clusters Score -202662.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -202706.140625 Penalty: 3754.939697
	Iteration 13Q: 3 clusters Score -202706.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -202732.578125 Penalty: 3754.939697
	Iteration 14Q: 3 clusters Score -202732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -202744.890625 Penalty: 3754.939697
	Iteration 15Q: 3 clusters Score -202744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -202760.671875 Penalty: 3754.939697
	Iteration 16Q: 3 clusters Score -202760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -202772.625000 Penalty: 3754.939697
	Iteration 17Q: 3 clusters Score -202772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -202777.390625 Penalty: 3754.939697
	Iteration 18Q: 3 clusters Score -202777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -202783.156250 Penalty: 3754.939697
	Iteration 19Q: 3 clusters Score -202783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -202818.984375 Penalty: 3754.939697
	Iteration 20F: 3 clusters Score -202819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -202884.187500 Penalty: 3754.939697
	Iteration 21Q: 3 clusters Score -202884.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -202900.593750 Penalty: 3754.939697
	Iteration 22Q: 3 clusters Score -202900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -202905.218750 Penalty: 3754.939697
	Iteration 23Q: 3 clusters Score -202905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -202907.859375 Penalty: 3754.939697
	Iteration 24Q: 3 clusters Score -202907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -202909.140625 Penalty: 3754.939697
	Iteration 25Q: 3 clusters Score -202909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -202910.187500 Penalty: 3754.939697
	Iteration 26Q: 3 clusters Score -202910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -202911.421875 Penalty: 3754.939697
	Iteration 27Q: 3 clusters Score -202911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -202912.156250 Penalty: 3754.939697
	Iteration 28Q: 3 clusters Score -202912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -202912.968750 Penalty: 3754.939697
	Iteration 29Q: 3 clusters Score -202913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -202912.968750 Penalty: 3754.939697
	Iteration 30F: 3 clusters Score -202913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Entering Unmasked Estep 
Score: -1749587.375000 Penalty: 2379.202881
	Iteration 0F: 2 clusters Score -1749587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1738897.250000 Penalty: 4758.405762
	Iteration 0F: 3 clusters Score -1738897 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1742283.375000 Penalty: 4758.405762
	Iteration 1F: 3 clusters Score -1742283 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1742696.500000 Penalty: 4758.405762
	Iteration 2F: 3 clusters Score -1742696 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1743046.750000 Penalty: 4758.405762
	Iteration 3F: 3 clusters Score -1743047 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1743383.500000 Penalty: 4758.405762
	Iteration 4Q: 3 clusters Score -1743384 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1743741.875000 Penalty: 4758.405762
	Iteration 5Q: 3 clusters Score -1743742 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1744175.875000 Penalty: 4758.405762
	Iteration 6F: 3 clusters Score -1744176 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1744675.625000 Penalty: 4758.405762
	Iteration 7F: 3 clusters Score -1744676 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1745106.375000 Penalty: 4758.405762
	Iteration 8F: 3 clusters Score -1745106 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1745492.250000 Penalty: 4758.405762
	Iteration 9Q: 3 clusters Score -1745492 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1745820.625000 Penalty: 4758.405762
	Iteration 10Q: 3 clusters Score -1745821 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1746114.500000 Penalty: 4758.405762
	Iteration 11Q: 3 clusters Score -1746114 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1746355.375000 Penalty: 4758.405762
	Iteration 12Q: 3 clusters Score -1746355 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1746539.875000 Penalty: 4758.405762
	Iteration 13Q: 3 clusters Score -1746540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1746690.750000 Penalty: 4758.405762
	Iteration 14Q: 3 clusters Score -1746691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1746828.375000 Penalty: 4758.405762
	Iteration 15Q: 3 clusters Score -1746828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1746942.500000 Penalty: 4758.405762
	Iteration 16Q: 3 clusters Score -1746942 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1747040.250000 Penalty: 4758.405762
	Iteration 17Q: 3 clusters Score -1747040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1747123.750000 Penalty: 4758.405762
	Iteration 18Q: 3 clusters Score -1747124 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1747185.750000 Penalty: 4758.405762
	Iteration 19Q: 3 clusters Score -1747186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1747258.375000 Penalty: 4758.405762
	Iteration 20F: 3 clusters Score -1747258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1747330.625000 Penalty: 4758.405762
	Iteration 21Q: 3 clusters Score -1747331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1747395.625000 Penalty: 4758.405762
	Iteration 22Q: 3 clusters Score -1747396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1747446.750000 Penalty: 4758.405762
	Iteration 23Q: 3 clusters Score -1747447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1747480.625000 Penalty: 4758.405762
	Iteration 24Q: 3 clusters Score -1747481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1747507.125000 Penalty: 4758.405762
	Iteration 25Q: 3 clusters Score -1747507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1747534.000000 Penalty: 4758.405762
	Iteration 26Q: 3 clusters Score -1747534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1747547.250000 Penalty: 4758.405762
	Iteration 27Q: 3 clusters Score -1747547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1747567.500000 Penalty: 4758.405762
	Iteration 28Q: 3 clusters Score -1747568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1747579.000000 Penalty: 4758.405762
	Iteration 29Q: 3 clusters Score -1747579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1747589.625000 Penalty: 4758.405762
	Iteration 30Q: 3 clusters Score -1747590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1747599.500000 Penalty: 4758.405762
	Iteration 31Q: 3 clusters Score -1747600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1747614.625000 Penalty: 4758.405762
	Iteration 32Q: 3 clusters Score -1747615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1747625.375000 Penalty: 4758.405762
	Iteration 33Q: 3 clusters Score -1747625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1747631.750000 Penalty: 4758.405762
	Iteration 34Q: 3 clusters Score -1747632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1747639.375000 Penalty: 4758.405762
	Iteration 35Q: 3 clusters Score -1747639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1747641.625000 Penalty: 4758.405762
	Iteration 36Q: 3 clusters Score -1747642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1747647.875000 Penalty: 4758.405762
	Iteration 37Q: 3 clusters Score -1747648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1747655.125000 Penalty: 4758.405762
	Iteration 38Q: 3 clusters Score -1747655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1747657.000000 Penalty: 4758.405762
	Iteration 39Q: 3 clusters Score -1747657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1747654.875000 Penalty: 4758.405762
	Iteration 40F: 3 clusters Score -1747655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Entering Unmasked Estep 
Score: -1461633.750000 Penalty: 2331.786377
	Iteration 0F: 2 clusters Score -1461634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1452504.250000 Penalty: 4663.572754
	Iteration 0F: 3 clusters Score -1452504 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1455308.750000 Penalty: 4663.572754
	Iteration 1F: 3 clusters Score -1455309 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1455691.625000 Penalty: 4663.572754
	Iteration 2F: 3 clusters Score -1455692 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1455999.250000 Penalty: 4663.572754
	Iteration 3F: 3 clusters Score -1455999 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1456293.875000 Penalty: 4663.572754
	Iteration 4Q: 3 clusters Score -1456294 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1456562.375000 Penalty: 4663.572754
	Iteration 5Q: 3 clusters Score -1456562 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1456842.250000 Penalty: 4663.572754
	Iteration 6Q: 3 clusters Score -1456842 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1457118.625000 Penalty: 4663.572754
	Iteration 7Q: 3 clusters Score -1457119 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1457385.000000 Penalty: 4663.572754
	Iteration 8Q: 3 clusters Score -1457385 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1457654.125000 Penalty: 4663.572754
	Iteration 9Q: 3 clusters Score -1457654 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1457905.125000 Penalty: 4663.572754
	Iteration 10Q: 3 clusters Score -1457905 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1458131.250000 Penalty: 4663.572754
	Iteration 11Q: 3 clusters Score -1458131 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1458330.625000 Penalty: 4663.572754
	Iteration 12Q: 3 clusters Score -1458331 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1458498.250000 Penalty: 4663.572754
	Iteration 13Q: 3 clusters Score -1458498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1458692.375000 Penalty: 4663.572754
	Iteration 14Q: 3 clusters Score -1458692 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1458848.250000 Penalty: 4663.572754
	Iteration 15Q: 3 clusters Score -1458848 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1458964.250000 Penalty: 4663.572754
	Iteration 16Q: 3 clusters Score -1458964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1459057.500000 Penalty: 4663.572754
	Iteration 17Q: 3 clusters Score -1459058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1459126.375000 Penalty: 4663.572754
	Iteration 18Q: 3 clusters Score -1459126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1459179.000000 Penalty: 4663.572754
	Iteration 19Q: 3 clusters Score -1459179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1459213.625000 Penalty: 4663.572754
	Iteration 20F: 3 clusters Score -1459214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1459255.500000 Penalty: 4663.572754
	Iteration 21Q: 3 clusters Score -1459256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1459291.500000 Penalty: 4663.572754
	Iteration 22Q: 3 clusters Score -1459292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1459327.125000 Penalty: 4663.572754
	Iteration 23Q: 3 clusters Score -1459327 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1459369.000000 Penalty: 4663.572754
	Iteration 24Q: 3 clusters Score -1459369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1459402.625000 Penalty: 4663.572754
	Iteration 25Q: 3 clusters Score -1459403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1459435.500000 Penalty: 4663.572754
	Iteration 26Q: 3 clusters Score -1459436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1459454.625000 Penalty: 4663.572754
	Iteration 27Q: 3 clusters Score -1459455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1459473.625000 Penalty: 4663.572754
	Iteration 28Q: 3 clusters Score -1459474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1459489.625000 Penalty: 4663.572754
	Iteration 29Q: 3 clusters Score -1459490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1459508.750000 Penalty: 4663.572754
	Iteration 30Q: 3 clusters Score -1459509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1459512.875000 Penalty: 4663.572754
	Iteration 31Q: 3 clusters Score -1459513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1459516.875000 Penalty: 4663.572754
	Iteration 32Q: 3 clusters Score -1459517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1459518.875000 Penalty: 4663.572754
	Iteration 33Q: 3 clusters Score -1459519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1459526.625000 Penalty: 4663.572754
	Iteration 34Q: 3 clusters Score -1459527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1459529.750000 Penalty: 4663.572754
	Iteration 35Q: 3 clusters Score -1459530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1459538.125000 Penalty: 4663.572754
	Iteration 36Q: 3 clusters Score -1459538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1459540.500000 Penalty: 4663.572754
	Iteration 37Q: 3 clusters Score -1459540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1459544.625000 Penalty: 4663.572754
	Iteration 38Q: 3 clusters Score -1459545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1459545.125000 Penalty: 4663.572754
	Iteration 39Q: 3 clusters Score -1459545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1459549.375000 Penalty: 4663.572754
	Iteration 40F: 3 clusters Score -1459549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1459548.375000 Penalty: 4663.572754
	Iteration 41Q: 3 clusters Score -1459548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1459548.250000 Penalty: 4663.572754
	Iteration 42Q: 3 clusters Score -1459548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1459549.625000 Penalty: 4663.572754
	Iteration 43Q: 3 clusters Score -1459550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1459551.500000 Penalty: 4663.572754
	Iteration 44Q: 3 clusters Score -1459552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1459552.625000 Penalty: 4663.572754
	Iteration 45Q: 3 clusters Score -1459553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1459552.625000 Penalty: 4663.572754
	Iteration 46F: 3 clusters Score -1459553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Entering Unmasked Estep 
Score: -1666692.750000 Penalty: 2382.160400
	Iteration 0F: 2 clusters Score -1666693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1655896.875000 Penalty: 4764.320801
	Iteration 0F: 3 clusters Score -1655897 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1659556.000000 Penalty: 4764.320801
	Iteration 1F: 3 clusters Score -1659556 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1660264.375000 Penalty: 4764.320801
	Iteration 2F: 3 clusters Score -1660264 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1661082.250000 Penalty: 4764.320801
	Iteration 3F: 3 clusters Score -1661082 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1661918.500000 Penalty: 4764.320801
	Iteration 4F: 3 clusters Score -1661918 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1662713.250000 Penalty: 4764.320801
	Iteration 5F: 3 clusters Score -1662713 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1663325.625000 Penalty: 4764.320801
	Iteration 6F: 3 clusters Score -1663326 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1663789.625000 Penalty: 4764.320801
	Iteration 7Q: 3 clusters Score -1663790 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1664177.500000 Penalty: 4764.320801
	Iteration 8Q: 3 clusters Score -1664178 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1664479.250000 Penalty: 4764.320801
	Iteration 9Q: 3 clusters Score -1664479 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1664691.375000 Penalty: 4764.320801
	Iteration 10Q: 3 clusters Score -1664691 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1664842.125000 Penalty: 4764.320801
	Iteration 11Q: 3 clusters Score -1664842 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1664946.125000 Penalty: 4764.320801
	Iteration 12Q: 3 clusters Score -1664946 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1665011.875000 Penalty: 4764.320801
	Iteration 13Q: 3 clusters Score -1665012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1665045.125000 Penalty: 4764.320801
	Iteration 14Q: 3 clusters Score -1665045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1665065.125000 Penalty: 4764.320801
	Iteration 15Q: 3 clusters Score -1665065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1665080.875000 Penalty: 4764.320801
	Iteration 16Q: 3 clusters Score -1665081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1665095.375000 Penalty: 4764.320801
	Iteration 17Q: 3 clusters Score -1665095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1665109.625000 Penalty: 4764.320801
	Iteration 18Q: 3 clusters Score -1665110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1665108.500000 Penalty: 4764.320801
	Iteration 19Q: 3 clusters Score -1665108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1665113.500000 Penalty: 4764.320801
	Iteration 20F: 3 clusters Score -1665114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1665124.500000 Penalty: 4764.320801
	Iteration 21Q: 3 clusters Score -1665124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1665124.875000 Penalty: 4764.320801
	Iteration 22Q: 3 clusters Score -1665125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1665129.250000 Penalty: 4764.320801
	Iteration 23Q: 3 clusters Score -1665129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1665129.750000 Penalty: 4764.320801
	Iteration 24Q: 3 clusters Score -1665130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1665133.500000 Penalty: 4764.320801
	Iteration 25Q: 3 clusters Score -1665134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1665133.500000 Penalty: 4764.320801
	Iteration 26Q: 3 clusters Score -1665134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1665137.250000 Penalty: 4764.320801
	Iteration 27Q: 3 clusters Score -1665137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1665137.750000 Penalty: 4764.320801
	Iteration 28Q: 3 clusters Score -1665138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1665139.750000 Penalty: 4764.320801
	Iteration 29Q: 3 clusters Score -1665140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1665140.000000 Penalty: 4764.320801
	Iteration 30Q: 3 clusters Score -1665140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1665141.000000 Penalty: 4764.320801
	Iteration 31Q: 3 clusters Score -1665141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1665137.500000 Penalty: 4764.320801
	Iteration 32Q: 3 clusters Score -1665138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1665138.625000 Penalty: 4764.320801
	Iteration 33Q: 3 clusters Score -1665139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1665139.625000 Penalty: 4764.320801
	Iteration 34Q: 3 clusters Score -1665140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1665139.875000 Penalty: 4764.320801
	Iteration 35Q: 3 clusters Score -1665140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1665137.500000 Penalty: 4764.320801
	Iteration 36Q: 3 clusters Score -1665138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1665138.250000 Penalty: 4764.320801
	Iteration 37Q: 3 clusters Score -1665138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1665138.375000 Penalty: 4764.320801
	Iteration 38Q: 3 clusters Score -1665138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1665139.000000 Penalty: 4764.320801
	Iteration 39Q: 3 clusters Score -1665139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1665138.875000 Penalty: 4764.320801
	Iteration 40F: 3 clusters Score -1665139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1665138.125000 Penalty: 4764.320801
	Iteration 41Q: 3 clusters Score -1665138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1665136.750000 Penalty: 4764.320801
	Iteration 42Q: 3 clusters Score -1665137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1665140.250000 Penalty: 4764.320801
	Iteration 43Q: 3 clusters Score -1665140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1665136.625000 Penalty: 4764.320801
	Iteration 44Q: 3 clusters Score -1665137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1665139.000000 Penalty: 4764.320801
	Iteration 45Q: 3 clusters Score -1665139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1665138.000000 Penalty: 4764.320801
	Iteration 46Q: 3 clusters Score -1665138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1665137.625000 Penalty: 4764.320801
	Iteration 47Q: 3 clusters Score -1665138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1665138.625000 Penalty: 4764.320801
	Iteration 48Q: 3 clusters Score -1665139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1665140.250000 Penalty: 4764.320801
	Iteration 49Q: 3 clusters Score -1665140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1665140.875000 Penalty: 4764.320801
	Iteration 50Q: 3 clusters Score -1665141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1665140.125000 Penalty: 4764.320801
	Iteration 51Q: 3 clusters Score -1665140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1665141.000000 Penalty: 4764.320801
	Iteration 52Q: 3 clusters Score -1665141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1665142.000000 Penalty: 4764.320801
	Iteration 53Q: 3 clusters Score -1665142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1665147.625000 Penalty: 4764.320801
	Iteration 54Q: 3 clusters Score -1665148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1665147.750000 Penalty: 4764.320801
	Iteration 55Q: 3 clusters Score -1665148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1665146.625000 Penalty: 4764.320801
	Iteration 56Q: 3 clusters Score -1665147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1665144.250000 Penalty: 4764.320801
	Iteration 57Q: 3 clusters Score -1665144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1665145.375000 Penalty: 4764.320801
	Iteration 58Q: 3 clusters Score -1665145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1665144.375000 Penalty: 4764.320801
	Iteration 59Q: 3 clusters Score -1665144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1665144.375000 Penalty: 4764.320801
	Iteration 60F: 3 clusters Score -1665144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -203030.093750 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -203030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -200549.250000 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -200549.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -200979.625000 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -200979.6 nChanged 115
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: -201085.359375 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -201085.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -201139.375000 Penalty: 3710.012695
	Iteration 3Q: 3 clusters Score -201139.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -201172.796875 Penalty: 3710.012695
	Iteration 4Q: 3 clusters Score -201172.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201206.953125 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -201207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -201233.218750 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -201233.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -201257.343750 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -201257.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -201286.000000 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -201286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201314.125000 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -201314.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201342.578125 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -201342.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -201386.953125 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -201387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -201450.437500 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -201450.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -201512.234375 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -201512.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201547.531250 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -201547.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -201567.515625 Penalty: 3710.012695
	Iteration 15Q: 3 clusters Score -201567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -201584.328125 Penalty: 3710.012695
	Iteration 16Q: 3 clusters Score -201584.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201600.609375 Penalty: 3710.012695
	Iteration 17Q: 3 clusters Score -201600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -201615.156250 Penalty: 3710.012695
	Iteration 18Q: 3 clusters Score -201615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -201633.921875 Penalty: 3710.012695
	Iteration 19Q: 3 clusters Score -201633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201652.421875 Penalty: 3710.012695
	Iteration 20F: 3 clusters Score -201652.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201669.281250 Penalty: 3710.012695
	Iteration 21Q: 3 clusters Score -201669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201681.812500 Penalty: 3710.012695
	Iteration 22Q: 3 clusters Score -201681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -201687.796875 Penalty: 3710.012695
	Iteration 23Q: 3 clusters Score -201687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -201692.343750 Penalty: 3710.012695
	Iteration 24Q: 3 clusters Score -201692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -201692.718750 Penalty: 3710.012695
	Iteration 25Q: 3 clusters Score -201692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201693.812500 Penalty: 3710.012695
	Iteration 26Q: 3 clusters Score -201693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -201695.453125 Penalty: 3710.012695
	Iteration 27Q: 3 clusters Score -201695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -201697.312500 Penalty: 3710.012695
	Iteration 28Q: 3 clusters Score -201697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201698.609375 Penalty: 3710.012695
	Iteration 29Q: 3 clusters Score -201698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201698.609375 Penalty: 3710.012695
	Iteration 30F: 3 clusters Score -201698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -322688.406250 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -322688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319535.343750 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -319535.3 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -320197.375000 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -320197.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -320399.156250 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -320399.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -320545.718750 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -320545.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320663.562500 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -320663.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -320767.812500 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -320767.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -320860.562500 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -320860.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -320961.750000 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -320961.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -321070.843750 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -321070.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321173.281250 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -321173.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321254.125000 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -321254.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -321312.875000 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -321312.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -321342.406250 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -321342.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -321365.187500 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -321365.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -321383.843750 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -321383.8 nChanged 21
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: -321395.937500 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -321395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321403.281250 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -321403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321409.000000 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -321409 nChanged 8
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: -321412.968750 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -321413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321414.750000 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -321414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -321416.375000 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -321416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -321418.093750 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -321418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -321419.656250 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -321419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321421.062500 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -321421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321421.062500 Penalty: 3950.048828
	Iteration 24F: 3 clusters Score -321421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -487268.531250 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -487268.5 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 2225 members 
Entering Unmasked Estep 
Score: -483298.312500 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -483298.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -484268.875000 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -484268.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -484506.750000 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -484506.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -484705.093750 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -484705.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -484914.437500 Penalty: 4141.696289
	Iteration 4F: 3 clusters Score -484914.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -485119.468750 Penalty: 4141.696289
	Iteration 5F: 3 clusters Score -485119.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -485289.500000 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -485289.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -485437.937500 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -485437.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -485574.218750 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -485574.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -485665.937500 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -485665.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -485743.250000 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -485743.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -485816.375000 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -485816.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -485868.562500 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -485868.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -485911.687500 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -485911.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -485945.093750 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -485945.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -485971.031250 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -485971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -485994.593750 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -485994.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -486030.468750 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -486030.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -486100.062500 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -486100.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -486138.562500 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -486138.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -486161.250000 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -486161.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -486179.906250 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -486179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -486197.906250 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -486197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -486214.218750 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -486214.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -486226.687500 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -486226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -486236.562500 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -486236.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -486242.875000 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -486242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -486250.500000 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -486250.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -486263.093750 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -486263.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -486273.093750 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -486273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -486280.906250 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -486280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -486289.406250 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -486289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -486298.843750 Penalty: 4141.696289
	Iteration 32Q: 3 clusters Score -486298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -486313.562500 Penalty: 4141.696289
	Iteration 33Q: 3 clusters Score -486313.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -486325.531250 Penalty: 4141.696289
	Iteration 34Q: 3 clusters Score -486325.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -486337.781250 Penalty: 4141.696289
	Iteration 35Q: 3 clusters Score -486337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -486345.750000 Penalty: 4141.696289
	Iteration 36Q: 3 clusters Score -486345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -486357.218750 Penalty: 4141.696289
	Iteration 37Q: 3 clusters Score -486357.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -486365.656250 Penalty: 4141.696289
	Iteration 38Q: 3 clusters Score -486365.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -486375.437500 Penalty: 4141.696289
	Iteration 39Q: 3 clusters Score -486375.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -486384.812500 Penalty: 4141.696289
	Iteration 40F: 3 clusters Score -486384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -486397.281250 Penalty: 4141.696289
	Iteration 41Q: 3 clusters Score -486397.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -486417.125000 Penalty: 4141.696289
	Iteration 42Q: 3 clusters Score -486417.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -486429.312500 Penalty: 4141.696289
	Iteration 43Q: 3 clusters Score -486429.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -486446.937500 Penalty: 4141.696289
	Iteration 44Q: 3 clusters Score -486446.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -486474.781250 Penalty: 4141.696289
	Iteration 45Q: 3 clusters Score -486474.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -486517.125000 Penalty: 4141.696289
	Iteration 46Q: 3 clusters Score -486517.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -486564.437500 Penalty: 4141.696289
	Iteration 47Q: 3 clusters Score -486564.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -486615.375000 Penalty: 4141.696289
	Iteration 48Q: 3 clusters Score -486615.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -486675.093750 Penalty: 4141.696289
	Iteration 49Q: 3 clusters Score -486675.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -486737.843750 Penalty: 4141.696289
	Iteration 50Q: 3 clusters Score -486737.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -486787.593750 Penalty: 4141.696289
	Iteration 51Q: 3 clusters Score -486787.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -486818.312500 Penalty: 4141.696289
	Iteration 52Q: 3 clusters Score -486818.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -486847.937500 Penalty: 4141.696289
	Iteration 53Q: 3 clusters Score -486847.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -486883.406250 Penalty: 4141.696289
	Iteration 54Q: 3 clusters Score -486883.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -486907.968750 Penalty: 4141.696289
	Iteration 55Q: 3 clusters Score -486908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -486920.156250 Penalty: 4141.696289
	Iteration 56Q: 3 clusters Score -486920.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -486932.781250 Penalty: 4141.696289
	Iteration 57Q: 3 clusters Score -486932.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -486940.906250 Penalty: 4141.696289
	Iteration 58Q: 3 clusters Score -486940.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -486950.281250 Penalty: 4141.696289
	Iteration 59Q: 3 clusters Score -486950.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -486957.187500 Penalty: 4141.696289
	Iteration 60F: 3 clusters Score -486957.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -486963.812500 Penalty: 4141.696289
	Iteration 61Q: 3 clusters Score -486963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -486978.687500 Penalty: 4141.696289
	Iteration 62Q: 3 clusters Score -486978.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -487000.656250 Penalty: 4141.696289
	Iteration 63Q: 3 clusters Score -487000.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -487042.750000 Penalty: 4141.696289
	Iteration 64Q: 3 clusters Score -487042.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -487109.812500 Penalty: 4141.696289
	Iteration 65Q: 3 clusters Score -487109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -487182.875000 Penalty: 4141.696289
	Iteration 66Q: 3 clusters Score -487182.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -487218.718750 Penalty: 4141.696289
	Iteration 67Q: 3 clusters Score -487218.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -487240.218750 Penalty: 4141.696289
	Iteration 68Q: 3 clusters Score -487240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -487248.437500 Penalty: 4141.696289
	Iteration 69Q: 3 clusters Score -487248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -487253.312500 Penalty: 4141.696289
	Iteration 70Q: 3 clusters Score -487253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -487259.343750 Penalty: 4141.696289
	Iteration 71Q: 3 clusters Score -487259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -487262.156250 Penalty: 4141.696289
	Iteration 72Q: 3 clusters Score -487262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -487265.000000 Penalty: 4141.696289
	Iteration 73Q: 3 clusters Score -487265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -487267.093750 Penalty: 4141.696289
	Iteration 74Q: 3 clusters Score -487267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -487267.500000 Penalty: 4141.696289
	Iteration 75Q: 3 clusters Score -487267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -487267.343750 Penalty: 4141.696289
	Iteration 76Q: 3 clusters Score -487267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487267.500000 Penalty: 4141.696289
	Iteration 77Q: 3 clusters Score -487267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -487269.531250 Penalty: 4141.696289
	Iteration 78Q: 3 clusters Score -487269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487269.437500 Penalty: 4141.696289
	Iteration 79Q: 3 clusters Score -487269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487269.437500 Penalty: 4141.696289
	Iteration 80F: 3 clusters Score -487269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 66849 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 14670 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 14846 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 72251 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 4405 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 1715 members 
Entering Unmasked Estep 
Score: -45037880.000000 Penalty: 105424.328125
Splitting cluster 20 changes total score from -45038928.000000 to -45037880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -439344.625000 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -439344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -435277.187500 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -435277.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -436674.718750 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -436674.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -437466.906250 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -437466.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -438122.281250 Penalty: 4166.169434
	Iteration 3F: 3 clusters Score -438122.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -438553.187500 Penalty: 4166.169434
	Iteration 4F: 3 clusters Score -438553.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -438827.187500 Penalty: 4166.169434
	Iteration 5F: 3 clusters Score -438827.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -438992.031250 Penalty: 4166.169434
	Iteration 6Q: 3 clusters Score -438992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -439074.218750 Penalty: 4166.169434
	Iteration 7Q: 3 clusters Score -439074.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -439135.687500 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -439135.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -439178.031250 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -439178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -439207.781250 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -439207.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -439235.468750 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -439235.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -439271.031250 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -439271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -439296.531250 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -439296.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -439316.906250 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -439316.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -439327.062500 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -439327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -439331.187500 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -439331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -439337.812500 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -439337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -439340.687500 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -439340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -439344.125000 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -439344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -439347.468750 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -439347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -439349.718750 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -439349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -439352.812500 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -439352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -439354.656250 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -439354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -439355.843750 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -439355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -439356.718750 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -439356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -439360.437500 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -439360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -439362.781250 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -439362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -439365.250000 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -439365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -439367.437500 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -439367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -439370.625000 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -439370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -439374.562500 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -439374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -439377.000000 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -439377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -439381.343750 Penalty: 4166.169434
	Iteration 33Q: 3 clusters Score -439381.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -439384.656250 Penalty: 4166.169434
	Iteration 34Q: 3 clusters Score -439384.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -439389.687500 Penalty: 4166.169434
	Iteration 35Q: 3 clusters Score -439389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -439391.781250 Penalty: 4166.169434
	Iteration 36Q: 3 clusters Score -439391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -439395.062500 Penalty: 4166.169434
	Iteration 37Q: 3 clusters Score -439395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -439401.750000 Penalty: 4166.169434
	Iteration 38Q: 3 clusters Score -439401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -439409.843750 Penalty: 4166.169434
	Iteration 39Q: 3 clusters Score -439409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -439417.312500 Penalty: 4166.169434
	Iteration 40F: 3 clusters Score -439417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -439424.281250 Penalty: 4166.169434
	Iteration 41Q: 3 clusters Score -439424.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439432.937500 Penalty: 4166.169434
	Iteration 42Q: 3 clusters Score -439432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -439437.968750 Penalty: 4166.169434
	Iteration 43Q: 3 clusters Score -439438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -439447.531250 Penalty: 4166.169434
	Iteration 44Q: 3 clusters Score -439447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -439452.781250 Penalty: 4166.169434
	Iteration 45Q: 3 clusters Score -439452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -439455.031250 Penalty: 4166.169434
	Iteration 46Q: 3 clusters Score -439455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -439458.343750 Penalty: 4166.169434
	Iteration 47Q: 3 clusters Score -439458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -439462.343750 Penalty: 4166.169434
	Iteration 48Q: 3 clusters Score -439462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -439470.531250 Penalty: 4166.169434
	Iteration 49Q: 3 clusters Score -439470.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -439474.062500 Penalty: 4166.169434
	Iteration 50Q: 3 clusters Score -439474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -439478.125000 Penalty: 4166.169434
	Iteration 51Q: 3 clusters Score -439478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -439479.468750 Penalty: 4166.169434
	Iteration 52Q: 3 clusters Score -439479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -439479.906250 Penalty: 4166.169434
	Iteration 53Q: 3 clusters Score -439479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -439480.218750 Penalty: 4166.169434
	Iteration 54Q: 3 clusters Score -439480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -439480.218750 Penalty: 4166.169434
	Iteration 55F: 3 clusters Score -439480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 66849 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 14670 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 14846 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 72251 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 4405 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 2352 members 
Entering Unmasked Estep 
Score: -45037888.000000 Penalty: 105424.328125
Splitting cluster 21 changes total score from -45038928.000000 to -45037888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -451517.250000 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -451517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -447632.656250 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -447632.7 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -448498.781250 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -448498.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -448707.375000 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -448707.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -448849.343750 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -448849.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -448932.593750 Penalty: 4108.989258
	Iteration 4Q: 3 clusters Score -448932.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -449001.000000 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -449001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -449075.562500 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -449075.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -449176.906250 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -449176.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -449303.031250 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -449303 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -449457.375000 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -449457.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -449624.343750 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -449624.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -449823.156250 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -449823.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -450062.031250 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -450062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -450284.281250 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -450284.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -450453.250000 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -450453.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -450551.968750 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -450552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -450593.843750 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -450593.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -450615.093750 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -450615.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -450626.750000 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -450626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -450630.750000 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -450630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -450632.875000 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -450632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -450635.750000 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -450635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -450639.531250 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -450639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -450641.937500 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -450641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -450643.093750 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -450643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -450642.375000 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -450642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -450642.437500 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -450642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -450643.218750 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -450643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -450642.937500 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -450642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -450642.937500 Penalty: 4108.989258
	Iteration 29F: 3 clusters Score -450642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -973532.250000 Penalty: 2246.616211
	Iteration 0F: 2 clusters Score -973532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -966751.375000 Penalty: 4493.232422
	Iteration 0F: 3 clusters Score -966751.4 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -968712.125000 Penalty: 4493.232422
	Iteration 1F: 3 clusters Score -968712.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -969076.062500 Penalty: 4493.232422
	Iteration 2F: 3 clusters Score -969076.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -969353.562500 Penalty: 4493.232422
	Iteration 3F: 3 clusters Score -969353.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -969568.000000 Penalty: 4493.232422
	Iteration 4Q: 3 clusters Score -969568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -969782.375000 Penalty: 4493.232422
	Iteration 5Q: 3 clusters Score -969782.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -969974.062500 Penalty: 4493.232422
	Iteration 6Q: 3 clusters Score -969974.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -970139.937500 Penalty: 4493.232422
	Iteration 7Q: 3 clusters Score -970139.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -970309.187500 Penalty: 4493.232422
	Iteration 8Q: 3 clusters Score -970309.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -970474.375000 Penalty: 4493.232422
	Iteration 9Q: 3 clusters Score -970474.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -970621.062500 Penalty: 4493.232422
	Iteration 10Q: 3 clusters Score -970621.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -970745.375000 Penalty: 4493.232422
	Iteration 11Q: 3 clusters Score -970745.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -970849.000000 Penalty: 4493.232422
	Iteration 12Q: 3 clusters Score -970849 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -970952.750000 Penalty: 4493.232422
	Iteration 13Q: 3 clusters Score -970952.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -971033.437500 Penalty: 4493.232422
	Iteration 14Q: 3 clusters Score -971033.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -971103.312500 Penalty: 4493.232422
	Iteration 15Q: 3 clusters Score -971103.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -971148.812500 Penalty: 4493.232422
	Iteration 16Q: 3 clusters Score -971148.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -971184.625000 Penalty: 4493.232422
	Iteration 17Q: 3 clusters Score -971184.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -971214.812500 Penalty: 4493.232422
	Iteration 18Q: 3 clusters Score -971214.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -971249.812500 Penalty: 4493.232422
	Iteration 19Q: 3 clusters Score -971249.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -971283.812500 Penalty: 4493.232422
	Iteration 20F: 3 clusters Score -971283.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -971323.937500 Penalty: 4493.232422
	Iteration 21Q: 3 clusters Score -971323.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -971360.375000 Penalty: 4493.232422
	Iteration 22Q: 3 clusters Score -971360.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -971400.500000 Penalty: 4493.232422
	Iteration 23Q: 3 clusters Score -971400.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -971452.062500 Penalty: 4493.232422
	Iteration 24Q: 3 clusters Score -971452.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -971500.250000 Penalty: 4493.232422
	Iteration 25Q: 3 clusters Score -971500.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -971536.062500 Penalty: 4493.232422
	Iteration 26Q: 3 clusters Score -971536.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -971566.125000 Penalty: 4493.232422
	Iteration 27Q: 3 clusters Score -971566.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -971591.625000 Penalty: 4493.232422
	Iteration 28Q: 3 clusters Score -971591.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -971614.437500 Penalty: 4493.232422
	Iteration 29Q: 3 clusters Score -971614.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -971640.125000 Penalty: 4493.232422
	Iteration 30Q: 3 clusters Score -971640.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -971661.250000 Penalty: 4493.232422
	Iteration 31Q: 3 clusters Score -971661.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -971686.312500 Penalty: 4493.232422
	Iteration 32Q: 3 clusters Score -971686.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -971709.687500 Penalty: 4493.232422
	Iteration 33Q: 3 clusters Score -971709.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -971723.000000 Penalty: 4493.232422
	Iteration 34Q: 3 clusters Score -971723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -971741.000000 Penalty: 4493.232422
	Iteration 35Q: 3 clusters Score -971741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -971764.562500 Penalty: 4493.232422
	Iteration 36Q: 3 clusters Score -971764.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -971791.562500 Penalty: 4493.232422
	Iteration 37Q: 3 clusters Score -971791.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -971822.187500 Penalty: 4493.232422
	Iteration 38Q: 3 clusters Score -971822.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -971855.750000 Penalty: 4493.232422
	Iteration 39Q: 3 clusters Score -971855.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -971901.750000 Penalty: 4493.232422
	Iteration 40F: 3 clusters Score -971901.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -971944.312500 Penalty: 4493.232422
	Iteration 41Q: 3 clusters Score -971944.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -971980.000000 Penalty: 4493.232422
	Iteration 42Q: 3 clusters Score -971980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -971998.000000 Penalty: 4493.232422
	Iteration 43Q: 3 clusters Score -971998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -972016.750000 Penalty: 4493.232422
	Iteration 44Q: 3 clusters Score -972016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -972027.312500 Penalty: 4493.232422
	Iteration 45Q: 3 clusters Score -972027.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -972040.937500 Penalty: 4493.232422
	Iteration 46Q: 3 clusters Score -972040.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -972047.937500 Penalty: 4493.232422
	Iteration 47Q: 3 clusters Score -972047.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -972057.750000 Penalty: 4493.232422
	Iteration 48Q: 3 clusters Score -972057.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -972068.250000 Penalty: 4493.232422
	Iteration 49Q: 3 clusters Score -972068.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -972075.875000 Penalty: 4493.232422
	Iteration 50Q: 3 clusters Score -972075.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -972081.375000 Penalty: 4493.232422
	Iteration 51Q: 3 clusters Score -972081.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -972088.937500 Penalty: 4493.232422
	Iteration 52Q: 3 clusters Score -972088.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -972090.500000 Penalty: 4493.232422
	Iteration 53Q: 3 clusters Score -972090.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -972096.000000 Penalty: 4493.232422
	Iteration 54Q: 3 clusters Score -972096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -972100.875000 Penalty: 4493.232422
	Iteration 55Q: 3 clusters Score -972100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -972101.437500 Penalty: 4493.232422
	Iteration 56Q: 3 clusters Score -972101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -972104.562500 Penalty: 4493.232422
	Iteration 57Q: 3 clusters Score -972104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -972102.875000 Penalty: 4493.232422
	Iteration 58Q: 3 clusters Score -972102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -972102.062500 Penalty: 4493.232422
	Iteration 59Q: 3 clusters Score -972102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -972102.312500 Penalty: 4493.232422
	Iteration 60F: 3 clusters Score -972102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -972102.500000 Penalty: 4493.232422
	Iteration 61Q: 3 clusters Score -972102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -972103.625000 Penalty: 4493.232422
	Iteration 62Q: 3 clusters Score -972103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -972103.062500 Penalty: 4493.232422
	Iteration 63Q: 3 clusters Score -972103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -972103.437500 Penalty: 4493.232422
	Iteration 64Q: 3 clusters Score -972103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -972103.437500 Penalty: 4493.232422
	Iteration 65F: 3 clusters Score -972103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -1025552.687500 Penalty: 2250.395752
	Iteration 0F: 2 clusters Score -1025553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1018723.125000 Penalty: 4500.791504
	Iteration 0F: 3 clusters Score -1018723 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1020644.812500 Penalty: 4500.791504
	Iteration 1F: 3 clusters Score -1020645 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1021013.375000 Penalty: 4500.791504
	Iteration 2F: 3 clusters Score -1021013 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1021373.687500 Penalty: 4500.791504
	Iteration 3F: 3 clusters Score -1021374 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1021843.750000 Penalty: 4500.791504
	Iteration 4F: 3 clusters Score -1021844 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1022448.125000 Penalty: 4500.791504
	Iteration 5F: 3 clusters Score -1022448 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1023119.375000 Penalty: 4500.791504
	Iteration 6F: 3 clusters Score -1023119 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1023622.750000 Penalty: 4500.791504
	Iteration 7F: 3 clusters Score -1023623 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1023952.250000 Penalty: 4500.791504
	Iteration 8F: 3 clusters Score -1023952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1024129.437500 Penalty: 4500.791504
	Iteration 9Q: 3 clusters Score -1024129 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1024220.187500 Penalty: 4500.791504
	Iteration 10Q: 3 clusters Score -1024220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1024279.687500 Penalty: 4500.791504
	Iteration 11Q: 3 clusters Score -1024280 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1024327.187500 Penalty: 4500.791504
	Iteration 12Q: 3 clusters Score -1024327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1024357.875000 Penalty: 4500.791504
	Iteration 13Q: 3 clusters Score -1024358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1024380.812500 Penalty: 4500.791504
	Iteration 14Q: 3 clusters Score -1024381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1024395.000000 Penalty: 4500.791504
	Iteration 15Q: 3 clusters Score -1024395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1024407.125000 Penalty: 4500.791504
	Iteration 16Q: 3 clusters Score -1024407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1024420.187500 Penalty: 4500.791504
	Iteration 17Q: 3 clusters Score -1024420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1024429.187500 Penalty: 4500.791504
	Iteration 18Q: 3 clusters Score -1024429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1024437.437500 Penalty: 4500.791504
	Iteration 19Q: 3 clusters Score -1024437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1024440.937500 Penalty: 4500.791504
	Iteration 20F: 3 clusters Score -1024441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1024445.250000 Penalty: 4500.791504
	Iteration 21Q: 3 clusters Score -1024445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1024449.062500 Penalty: 4500.791504
	Iteration 22Q: 3 clusters Score -1024449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1024451.625000 Penalty: 4500.791504
	Iteration 23Q: 3 clusters Score -1024452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1024454.875000 Penalty: 4500.791504
	Iteration 24Q: 3 clusters Score -1024455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1024458.000000 Penalty: 4500.791504
	Iteration 25Q: 3 clusters Score -1024458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1024458.500000 Penalty: 4500.791504
	Iteration 26Q: 3 clusters Score -1024458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1024458.687500 Penalty: 4500.791504
	Iteration 27Q: 3 clusters Score -1024459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1024460.625000 Penalty: 4500.791504
	Iteration 28Q: 3 clusters Score -1024461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1024462.125000 Penalty: 4500.791504
	Iteration 29Q: 3 clusters Score -1024462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1024466.125000 Penalty: 4500.791504
	Iteration 30Q: 3 clusters Score -1024466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1024466.875000 Penalty: 4500.791504
	Iteration 31Q: 3 clusters Score -1024467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1024469.750000 Penalty: 4500.791504
	Iteration 32Q: 3 clusters Score -1024470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1024470.812500 Penalty: 4500.791504
	Iteration 33Q: 3 clusters Score -1024471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1024474.437500 Penalty: 4500.791504
	Iteration 34Q: 3 clusters Score -1024474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1024479.750000 Penalty: 4500.791504
	Iteration 35Q: 3 clusters Score -1024480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1024480.375000 Penalty: 4500.791504
	Iteration 36Q: 3 clusters Score -1024480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1024483.250000 Penalty: 4500.791504
	Iteration 37Q: 3 clusters Score -1024483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1024486.250000 Penalty: 4500.791504
	Iteration 38Q: 3 clusters Score -1024486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1024491.312500 Penalty: 4500.791504
	Iteration 39Q: 3 clusters Score -1024491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1024497.437500 Penalty: 4500.791504
	Iteration 40F: 3 clusters Score -1024497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1024504.375000 Penalty: 4500.791504
	Iteration 41Q: 3 clusters Score -1024504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1024507.312500 Penalty: 4500.791504
	Iteration 42Q: 3 clusters Score -1024507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1024513.000000 Penalty: 4500.791504
	Iteration 43Q: 3 clusters Score -1024513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1024519.437500 Penalty: 4500.791504
	Iteration 44Q: 3 clusters Score -1024519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1024520.312500 Penalty: 4500.791504
	Iteration 45Q: 3 clusters Score -1024520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1024520.250000 Penalty: 4500.791504
	Iteration 46Q: 3 clusters Score -1024520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1024522.562500 Penalty: 4500.791504
	Iteration 47Q: 3 clusters Score -1024523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1024522.812500 Penalty: 4500.791504
	Iteration 48Q: 3 clusters Score -1024523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1024522.812500 Penalty: 4500.791504
	Iteration 49Q: 3 clusters Score -1024523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1024526.375000 Penalty: 4500.791504
	Iteration 50Q: 3 clusters Score -1024526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1024525.687500 Penalty: 4500.791504
	Iteration 51Q: 3 clusters Score -1024526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1024525.187500 Penalty: 4500.791504
	Iteration 52Q: 3 clusters Score -1024525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1024525.687500 Penalty: 4500.791504
	Iteration 53Q: 3 clusters Score -1024526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1024526.312500 Penalty: 4500.791504
	Iteration 54Q: 3 clusters Score -1024526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1024528.562500 Penalty: 4500.791504
	Iteration 55Q: 3 clusters Score -1024529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1024528.562500 Penalty: 4500.791504
	Iteration 56F: 3 clusters Score -1024529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Entering Unmasked Estep 
Score: -1220918.125000 Penalty: 2309.754883
	Iteration 0F: 2 clusters Score -1220918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1212677.875000 Penalty: 4619.509766
	Iteration 0F: 3 clusters Score -1212678 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1215366.875000 Penalty: 4619.509766
	Iteration 1F: 3 clusters Score -1215367 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1215925.750000 Penalty: 4619.509766
	Iteration 2F: 3 clusters Score -1215926 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1216423.875000 Penalty: 4619.509766
	Iteration 3F: 3 clusters Score -1216424 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1216871.250000 Penalty: 4619.509766
	Iteration 4F: 3 clusters Score -1216871 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1217212.625000 Penalty: 4619.509766
	Iteration 5F: 3 clusters Score -1217213 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1217495.500000 Penalty: 4619.509766
	Iteration 6Q: 3 clusters Score -1217496 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1217747.375000 Penalty: 4619.509766
	Iteration 7Q: 3 clusters Score -1217747 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1217957.125000 Penalty: 4619.509766
	Iteration 8Q: 3 clusters Score -1217957 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1218147.125000 Penalty: 4619.509766
	Iteration 9Q: 3 clusters Score -1218147 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1218277.375000 Penalty: 4619.509766
	Iteration 10Q: 3 clusters Score -1218277 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1218359.500000 Penalty: 4619.509766
	Iteration 11Q: 3 clusters Score -1218360 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218421.125000 Penalty: 4619.509766
	Iteration 12Q: 3 clusters Score -1218421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1218455.125000 Penalty: 4619.509766
	Iteration 13Q: 3 clusters Score -1218455 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1218478.250000 Penalty: 4619.509766
	Iteration 14Q: 3 clusters Score -1218478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1218500.375000 Penalty: 4619.509766
	Iteration 15Q: 3 clusters Score -1218500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1218509.250000 Penalty: 4619.509766
	Iteration 16Q: 3 clusters Score -1218509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1218523.125000 Penalty: 4619.509766
	Iteration 17Q: 3 clusters Score -1218523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1218537.875000 Penalty: 4619.509766
	Iteration 18Q: 3 clusters Score -1218538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218549.750000 Penalty: 4619.509766
	Iteration 19Q: 3 clusters Score -1218550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1218559.625000 Penalty: 4619.509766
	Iteration 20F: 3 clusters Score -1218560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1218568.250000 Penalty: 4619.509766
	Iteration 21Q: 3 clusters Score -1218568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1218579.125000 Penalty: 4619.509766
	Iteration 22Q: 3 clusters Score -1218579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1218587.875000 Penalty: 4619.509766
	Iteration 23Q: 3 clusters Score -1218588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1218599.250000 Penalty: 4619.509766
	Iteration 24Q: 3 clusters Score -1218599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1218607.750000 Penalty: 4619.509766
	Iteration 25Q: 3 clusters Score -1218608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1218613.875000 Penalty: 4619.509766
	Iteration 26Q: 3 clusters Score -1218614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1218624.625000 Penalty: 4619.509766
	Iteration 27Q: 3 clusters Score -1218625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1218633.625000 Penalty: 4619.509766
	Iteration 28Q: 3 clusters Score -1218634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1218645.000000 Penalty: 4619.509766
	Iteration 29Q: 3 clusters Score -1218645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1218652.625000 Penalty: 4619.509766
	Iteration 30Q: 3 clusters Score -1218653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1218658.500000 Penalty: 4619.509766
	Iteration 31Q: 3 clusters Score -1218658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1218667.000000 Penalty: 4619.509766
	Iteration 32Q: 3 clusters Score -1218667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1218677.375000 Penalty: 4619.509766
	Iteration 33Q: 3 clusters Score -1218677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1218684.375000 Penalty: 4619.509766
	Iteration 34Q: 3 clusters Score -1218684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1218692.875000 Penalty: 4619.509766
	Iteration 35Q: 3 clusters Score -1218693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1218699.000000 Penalty: 4619.509766
	Iteration 36Q: 3 clusters Score -1218699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1218703.000000 Penalty: 4619.509766
	Iteration 37Q: 3 clusters Score -1218703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1218714.125000 Penalty: 4619.509766
	Iteration 38Q: 3 clusters Score -1218714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1218717.875000 Penalty: 4619.509766
	Iteration 39Q: 3 clusters Score -1218718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1218729.625000 Penalty: 4619.509766
	Iteration 40F: 3 clusters Score -1218730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1218736.750000 Penalty: 4619.509766
	Iteration 41Q: 3 clusters Score -1218737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1218752.750000 Penalty: 4619.509766
	Iteration 42Q: 3 clusters Score -1218753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1218760.500000 Penalty: 4619.509766
	Iteration 43Q: 3 clusters Score -1218760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1218766.125000 Penalty: 4619.509766
	Iteration 44Q: 3 clusters Score -1218766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1218774.875000 Penalty: 4619.509766
	Iteration 45Q: 3 clusters Score -1218775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1218780.875000 Penalty: 4619.509766
	Iteration 46Q: 3 clusters Score -1218781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1218787.375000 Penalty: 4619.509766
	Iteration 47Q: 3 clusters Score -1218787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1218787.500000 Penalty: 4619.509766
	Iteration 48Q: 3 clusters Score -1218788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1218789.375000 Penalty: 4619.509766
	Iteration 49Q: 3 clusters Score -1218789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1218794.375000 Penalty: 4619.509766
	Iteration 50Q: 3 clusters Score -1218794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1218794.875000 Penalty: 4619.509766
	Iteration 51Q: 3 clusters Score -1218795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1218803.000000 Penalty: 4619.509766
	Iteration 52Q: 3 clusters Score -1218803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1218805.375000 Penalty: 4619.509766
	Iteration 53Q: 3 clusters Score -1218805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1218802.875000 Penalty: 4619.509766
	Iteration 54Q: 3 clusters Score -1218803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1218803.375000 Penalty: 4619.509766
	Iteration 55Q: 3 clusters Score -1218803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1218805.500000 Penalty: 4619.509766
	Iteration 56Q: 3 clusters Score -1218806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1218805.500000 Penalty: 4619.509766
	Iteration 57F: 3 clusters Score -1218806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (72251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Entering Unmasked Estep 
Score: -8635468.000000 Penalty: 2774.599609
	Iteration 0F: 2 clusters Score -8635468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8586884.000000 Penalty: 5549.199219
	Iteration 0F: 3 clusters Score -8586884 nChanged 33916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8606180.000000 Penalty: 5549.199219
	Iteration 1F: 3 clusters Score -8606180 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -8606849.000000 Penalty: 5549.199219
	Iteration 2Q: 3 clusters Score -8606849 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -8607569.000000 Penalty: 5549.199219
	Iteration 3Q: 3 clusters Score -8607569 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -8608527.000000 Penalty: 5549.199219
	Iteration 4Q: 3 clusters Score -8608527 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -8609699.000000 Penalty: 5549.199219
	Iteration 5Q: 3 clusters Score -8609699 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8611688.000000 Penalty: 5549.199219
	Iteration 6F: 3 clusters Score -8611688 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8614528.000000 Penalty: 5549.199219
	Iteration 7F: 3 clusters Score -8614528 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -8618611.000000 Penalty: 5549.199219
	Iteration 8F: 3 clusters Score -8618611 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -8623557.000000 Penalty: 5549.199219
	Iteration 9F: 3 clusters Score -8623557 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8628021.000000 Penalty: 5549.199219
	Iteration 10F: 3 clusters Score -8628021 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8630839.000000 Penalty: 5549.199219
	Iteration 11Q: 3 clusters Score -8630839 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8632128.000000 Penalty: 5549.199219
	Iteration 12Q: 3 clusters Score -8632128 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8632598.000000 Penalty: 5549.199219
	Iteration 13Q: 3 clusters Score -8632598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8632817.000000 Penalty: 5549.199219
	Iteration 14Q: 3 clusters Score -8632817 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8632947.000000 Penalty: 5549.199219
	Iteration 15Q: 3 clusters Score -8632947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8633019.000000 Penalty: 5549.199219
	Iteration 16Q: 3 clusters Score -8633019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8633050.000000 Penalty: 5549.199219
	Iteration 17Q: 3 clusters Score -8633050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8633080.000000 Penalty: 5549.199219
	Iteration 18Q: 3 clusters Score -8633080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8633104.000000 Penalty: 5549.199219
	Iteration 19Q: 3 clusters Score -8633104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8633124.000000 Penalty: 5549.199219
	Iteration 20F: 3 clusters Score -8633124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8633134.000000 Penalty: 5549.199219
	Iteration 21Q: 3 clusters Score -8633134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8633149.000000 Penalty: 5549.199219
	Iteration 22Q: 3 clusters Score -8633149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8633155.000000 Penalty: 5549.199219
	Iteration 23Q: 3 clusters Score -8633155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8633153.000000 Penalty: 5549.199219
	Iteration 24Q: 3 clusters Score -8633153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8633158.000000 Penalty: 5549.199219
	Iteration 25Q: 3 clusters Score -8633158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8633165.000000 Penalty: 5549.199219
	Iteration 26Q: 3 clusters Score -8633165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8633167.000000 Penalty: 5549.199219
	Iteration 27Q: 3 clusters Score -8633167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8633172.000000 Penalty: 5549.199219
	Iteration 28Q: 3 clusters Score -8633172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8633166.000000 Penalty: 5549.199219
	Iteration 29Q: 3 clusters Score -8633166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8633166.000000 Penalty: 5549.199219
	Iteration 30F: 3 clusters Score -8633166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -605688.562500 Penalty: 2119.546143
	Iteration 0F: 2 clusters Score -605688.6 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 2549 members 
Entering Unmasked Estep 
Score: -601100.312500 Penalty: 4239.092285
	Iteration 0F: 3 clusters Score -601100.3 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -602308.812500 Penalty: 4239.092285
	Iteration 1F: 3 clusters Score -602308.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -602546.687500 Penalty: 4239.092285
	Iteration 2F: 3 clusters Score -602546.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -602702.000000 Penalty: 4239.092285
	Iteration 3F: 3 clusters Score -602702 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -602807.937500 Penalty: 4239.092285
	Iteration 4Q: 3 clusters Score -602807.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -602894.062500 Penalty: 4239.092285
	Iteration 5Q: 3 clusters Score -602894.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -602970.875000 Penalty: 4239.092285
	Iteration 6Q: 3 clusters Score -602970.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -603040.812500 Penalty: 4239.092285
	Iteration 7Q: 3 clusters Score -603040.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -603100.625000 Penalty: 4239.092285
	Iteration 8Q: 3 clusters Score -603100.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -603163.062500 Penalty: 4239.092285
	Iteration 9Q: 3 clusters Score -603163.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -603217.250000 Penalty: 4239.092285
	Iteration 10Q: 3 clusters Score -603217.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -603265.437500 Penalty: 4239.092285
	Iteration 11Q: 3 clusters Score -603265.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -603310.125000 Penalty: 4239.092285
	Iteration 12Q: 3 clusters Score -603310.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -603342.875000 Penalty: 4239.092285
	Iteration 13Q: 3 clusters Score -603342.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -603384.562500 Penalty: 4239.092285
	Iteration 14Q: 3 clusters Score -603384.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -603417.812500 Penalty: 4239.092285
	Iteration 15Q: 3 clusters Score -603417.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -603452.812500 Penalty: 4239.092285
	Iteration 16Q: 3 clusters Score -603452.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -603493.125000 Penalty: 4239.092285
	Iteration 17Q: 3 clusters Score -603493.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -603524.750000 Penalty: 4239.092285
	Iteration 18Q: 3 clusters Score -603524.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -603562.937500 Penalty: 4239.092285
	Iteration 19Q: 3 clusters Score -603562.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -603588.375000 Penalty: 4239.092285
	Iteration 20F: 3 clusters Score -603588.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -603611.437500 Penalty: 4239.092285
	Iteration 21Q: 3 clusters Score -603611.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -603631.062500 Penalty: 4239.092285
	Iteration 22Q: 3 clusters Score -603631.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -603651.125000 Penalty: 4239.092285
	Iteration 23Q: 3 clusters Score -603651.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -603673.437500 Penalty: 4239.092285
	Iteration 24Q: 3 clusters Score -603673.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -603691.750000 Penalty: 4239.092285
	Iteration 25Q: 3 clusters Score -603691.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -603710.750000 Penalty: 4239.092285
	Iteration 26Q: 3 clusters Score -603710.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -603736.437500 Penalty: 4239.092285
	Iteration 27Q: 3 clusters Score -603736.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -603766.062500 Penalty: 4239.092285
	Iteration 28Q: 3 clusters Score -603766.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -603804.937500 Penalty: 4239.092285
	Iteration 29Q: 3 clusters Score -603804.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -603840.062500 Penalty: 4239.092285
	Iteration 30Q: 3 clusters Score -603840.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -603876.750000 Penalty: 4239.092285
	Iteration 31Q: 3 clusters Score -603876.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -603911.750000 Penalty: 4239.092285
	Iteration 32Q: 3 clusters Score -603911.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -603948.375000 Penalty: 4239.092285
	Iteration 33Q: 3 clusters Score -603948.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -603975.562500 Penalty: 4239.092285
	Iteration 34Q: 3 clusters Score -603975.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -603993.062500 Penalty: 4239.092285
	Iteration 35Q: 3 clusters Score -603993.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -604006.000000 Penalty: 4239.092285
	Iteration 36Q: 3 clusters Score -604006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -604013.250000 Penalty: 4239.092285
	Iteration 37Q: 3 clusters Score -604013.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -604027.187500 Penalty: 4239.092285
	Iteration 38Q: 3 clusters Score -604027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -604037.187500 Penalty: 4239.092285
	Iteration 39Q: 3 clusters Score -604037.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -604046.625000 Penalty: 4239.092285
	Iteration 40F: 3 clusters Score -604046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -604056.562500 Penalty: 4239.092285
	Iteration 41Q: 3 clusters Score -604056.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -604069.937500 Penalty: 4239.092285
	Iteration 42Q: 3 clusters Score -604069.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -604083.687500 Penalty: 4239.092285
	Iteration 43Q: 3 clusters Score -604083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -604091.812500 Penalty: 4239.092285
	Iteration 44Q: 3 clusters Score -604091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -604094.875000 Penalty: 4239.092285
	Iteration 45Q: 3 clusters Score -604094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -604100.500000 Penalty: 4239.092285
	Iteration 46Q: 3 clusters Score -604100.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -604105.625000 Penalty: 4239.092285
	Iteration 47Q: 3 clusters Score -604105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -604111.750000 Penalty: 4239.092285
	Iteration 48Q: 3 clusters Score -604111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -604114.687500 Penalty: 4239.092285
	Iteration 49Q: 3 clusters Score -604114.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -604116.250000 Penalty: 4239.092285
	Iteration 50Q: 3 clusters Score -604116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -604118.937500 Penalty: 4239.092285
	Iteration 51Q: 3 clusters Score -604118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -604119.562500 Penalty: 4239.092285
	Iteration 52Q: 3 clusters Score -604119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -604120.437500 Penalty: 4239.092285
	Iteration 53Q: 3 clusters Score -604120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -604121.312500 Penalty: 4239.092285
	Iteration 54Q: 3 clusters Score -604121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -604124.562500 Penalty: 4239.092285
	Iteration 55Q: 3 clusters Score -604124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -604124.062500 Penalty: 4239.092285
	Iteration 56Q: 3 clusters Score -604124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -604124.687500 Penalty: 4239.092285
	Iteration 57Q: 3 clusters Score -604124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -604125.437500 Penalty: 4239.092285
	Iteration 58Q: 3 clusters Score -604125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -604127.500000 Penalty: 4239.092285
	Iteration 59Q: 3 clusters Score -604127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -604126.937500 Penalty: 4239.092285
	Iteration 60F: 3 clusters Score -604126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -427440.687500 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -427440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -423703.500000 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -423703.5 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -424629.781250 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -424629.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424954.156250 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -424954.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -425236.687500 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -425236.7 nChanged 239
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: -425464.437500 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -425464.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -425628.375000 Penalty: 4088.145752
	Iteration 5F: 3 clusters Score -425628.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -425766.281250 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -425766.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -425889.031250 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -425889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -425983.000000 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -425983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -426067.250000 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -426067.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -426125.187500 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -426125.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -426160.781250 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -426160.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -426184.781250 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -426184.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -426203.906250 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -426203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -426216.468750 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -426216.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -426225.156250 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -426225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -426230.718750 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -426230.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -426237.656250 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -426237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -426242.281250 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -426242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -426245.531250 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -426245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -426248.718750 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -426248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -426252.218750 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -426252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426255.156250 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -426255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -426257.187500 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -426257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -426256.718750 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -426256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -426257.468750 Penalty: 4088.145752
	Iteration 25Q: 3 clusters Score -426257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -426259.218750 Penalty: 4088.145752
	Iteration 26Q: 3 clusters Score -426259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -426260.656250 Penalty: 4088.145752
	Iteration 27Q: 3 clusters Score -426260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -426261.562500 Penalty: 4088.145752
	Iteration 28Q: 3 clusters Score -426261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -426262.656250 Penalty: 4088.145752
	Iteration 29Q: 3 clusters Score -426262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -426264.093750 Penalty: 4088.145752
	Iteration 30Q: 3 clusters Score -426264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -426265.093750 Penalty: 4088.145752
	Iteration 31Q: 3 clusters Score -426265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426265.343750 Penalty: 4088.145752
	Iteration 32Q: 3 clusters Score -426265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426265.343750 Penalty: 4088.145752
	Iteration 33F: 3 clusters Score -426265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -445632.250000 Penalty: 2054.744873
	Iteration 0F: 2 clusters Score -445632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -441705.562500 Penalty: 4109.489746
	Iteration 0F: 3 clusters Score -441705.6 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -442719.375000 Penalty: 4109.489746
	Iteration 1F: 3 clusters Score -442719.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -442979.312500 Penalty: 4109.489746
	Iteration 2F: 3 clusters Score -442979.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -443156.531250 Penalty: 4109.489746
	Iteration 3F: 3 clusters Score -443156.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -443259.625000 Penalty: 4109.489746
	Iteration 4Q: 3 clusters Score -443259.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -443336.375000 Penalty: 4109.489746
	Iteration 5Q: 3 clusters Score -443336.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -443385.718750 Penalty: 4109.489746
	Iteration 6Q: 3 clusters Score -443385.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443428.906250 Penalty: 4109.489746
	Iteration 7Q: 3 clusters Score -443428.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -443467.656250 Penalty: 4109.489746
	Iteration 8Q: 3 clusters Score -443467.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -443500.062500 Penalty: 4109.489746
	Iteration 9Q: 3 clusters Score -443500.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -443529.562500 Penalty: 4109.489746
	Iteration 10Q: 3 clusters Score -443529.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -443560.500000 Penalty: 4109.489746
	Iteration 11Q: 3 clusters Score -443560.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -443589.468750 Penalty: 4109.489746
	Iteration 12Q: 3 clusters Score -443589.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -443618.062500 Penalty: 4109.489746
	Iteration 13Q: 3 clusters Score -443618.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -443648.687500 Penalty: 4109.489746
	Iteration 14Q: 3 clusters Score -443648.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -443672.312500 Penalty: 4109.489746
	Iteration 15Q: 3 clusters Score -443672.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -443703.406250 Penalty: 4109.489746
	Iteration 16Q: 3 clusters Score -443703.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -443733.343750 Penalty: 4109.489746
	Iteration 17Q: 3 clusters Score -443733.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -443759.281250 Penalty: 4109.489746
	Iteration 18Q: 3 clusters Score -443759.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -443780.843750 Penalty: 4109.489746
	Iteration 19Q: 3 clusters Score -443780.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -443794.500000 Penalty: 4109.489746
	Iteration 20F: 3 clusters Score -443794.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -443809.781250 Penalty: 4109.489746
	Iteration 21Q: 3 clusters Score -443809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -443821.218750 Penalty: 4109.489746
	Iteration 22Q: 3 clusters Score -443821.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -443828.656250 Penalty: 4109.489746
	Iteration 23Q: 3 clusters Score -443828.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -443831.937500 Penalty: 4109.489746
	Iteration 24Q: 3 clusters Score -443831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -443837.187500 Penalty: 4109.489746
	Iteration 25Q: 3 clusters Score -443837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -443840.531250 Penalty: 4109.489746
	Iteration 26Q: 3 clusters Score -443840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -443845.875000 Penalty: 4109.489746
	Iteration 27Q: 3 clusters Score -443845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -443850.500000 Penalty: 4109.489746
	Iteration 28Q: 3 clusters Score -443850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -443855.906250 Penalty: 4109.489746
	Iteration 29Q: 3 clusters Score -443855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -443859.406250 Penalty: 4109.489746
	Iteration 30Q: 3 clusters Score -443859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -443861.125000 Penalty: 4109.489746
	Iteration 31Q: 3 clusters Score -443861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -443861.312500 Penalty: 4109.489746
	Iteration 32Q: 3 clusters Score -443861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -443862.562500 Penalty: 4109.489746
	Iteration 33Q: 3 clusters Score -443862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -443863.468750 Penalty: 4109.489746
	Iteration 34Q: 3 clusters Score -443863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -443863.250000 Penalty: 4109.489746
	Iteration 35Q: 3 clusters Score -443863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -443863.250000 Penalty: 4109.489746
	Iteration 36F: 3 clusters Score -443863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -382366.656250 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -382366.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -378815.968750 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -378816 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -379667.593750 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -379667.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -379965.468750 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -379965.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -380185.500000 Penalty: 4040.048828
	Iteration 3F: 3 clusters Score -380185.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380358.312500 Penalty: 4040.048828
	Iteration 4Q: 3 clusters Score -380358.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -380536.031250 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -380536 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380732.562500 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -380732.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380961.843750 Penalty: 4040.048828
	Iteration 7F: 3 clusters Score -380961.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381113.218750 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -381113.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -381237.625000 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -381237.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -381331.093750 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -381331.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -381374.843750 Penalty: 4040.048828
	Iteration 11Q: 3 clusters Score -381374.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -381397.718750 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -381397.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -381410.375000 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -381410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -381423.843750 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -381423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -381436.750000 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -381436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -381447.250000 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -381447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -381455.062500 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -381455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -381461.187500 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -381461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -381465.156250 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -381465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -381467.093750 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -381467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -381469.250000 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -381469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -381472.750000 Penalty: 4040.048828
	Iteration 22Q: 3 clusters Score -381472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -381475.468750 Penalty: 4040.048828
	Iteration 23Q: 3 clusters Score -381475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -381479.875000 Penalty: 4040.048828
	Iteration 24Q: 3 clusters Score -381479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -381485.093750 Penalty: 4040.048828
	Iteration 25Q: 3 clusters Score -381485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -381489.250000 Penalty: 4040.048828
	Iteration 26Q: 3 clusters Score -381489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -381491.031250 Penalty: 4040.048828
	Iteration 27Q: 3 clusters Score -381491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -381493.937500 Penalty: 4040.048828
	Iteration 28Q: 3 clusters Score -381493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -381496.750000 Penalty: 4040.048828
	Iteration 29Q: 3 clusters Score -381496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381497.968750 Penalty: 4040.048828
	Iteration 30Q: 3 clusters Score -381498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -381499.156250 Penalty: 4040.048828
	Iteration 31Q: 3 clusters Score -381499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381499.281250 Penalty: 4040.048828
	Iteration 32Q: 3 clusters Score -381499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381499.281250 Penalty: 4040.048828
	Iteration 33F: 3 clusters Score -381499.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -503065.468750 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -503065.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -498929.468750 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -498929.5 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -499812.031250 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -499812 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -500009.718750 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -500009.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -500137.718750 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -500137.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -500248.656250 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -500248.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -500337.093750 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -500337.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -500406.562500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -500406.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -500459.187500 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -500459.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -500506.781250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -500506.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -500542.968750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -500543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -500567.781250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -500567.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -500598.812500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -500598.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -500631.781250 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -500631.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -500654.031250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -500654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -500682.000000 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -500682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -500714.062500 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -500714.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -500749.906250 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -500749.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -500791.218750 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -500791.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -500833.218750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -500833.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -500873.937500 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -500873.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -500917.593750 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -500917.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -500957.000000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -500957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -501002.375000 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -501002.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -501053.687500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -501053.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -501113.718750 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -501113.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -501172.687500 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -501172.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -501214.437500 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -501214.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -501256.843750 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -501256.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -501296.125000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -501296.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -501321.187500 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -501321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -501336.625000 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -501336.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -501357.093750 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -501357.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -501377.843750 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -501377.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -501400.781250 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -501400.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -501420.156250 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -501420.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -501434.843750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -501434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -501453.656250 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -501453.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -501471.187500 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -501471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -501483.156250 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -501483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -501495.562500 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -501495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -501505.031250 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -501505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -501510.593750 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -501510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -501516.187500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -501516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -501525.500000 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -501525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -501531.062500 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -501531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -501537.500000 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -501537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -501541.000000 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -501541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -501545.500000 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -501545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -501553.218750 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -501553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -501560.531250 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -501560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -501566.281250 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -501566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -501569.625000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -501569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -501570.781250 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -501570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -501570.781250 Penalty: 4161.685547
	Iteration 53F: 3 clusters Score -501570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -387915.843750 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -387915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -384479.468750 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -384479.5 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -385201.375000 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -385201.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -385382.968750 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -385383 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -385485.843750 Penalty: 4012.079102
	Iteration 3Q: 3 clusters Score -385485.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -385557.406250 Penalty: 4012.079102
	Iteration 4Q: 3 clusters Score -385557.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -385612.125000 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -385612.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -385672.656250 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -385672.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -385722.000000 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -385722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -385751.031250 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -385751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -385770.468750 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -385770.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385785.625000 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -385785.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -385796.750000 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -385796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -385808.156250 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -385808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385818.968750 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -385819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -385825.906250 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -385825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -385834.375000 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -385834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -385842.812500 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -385842.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -385851.468750 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -385851.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -385858.781250 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -385858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -385863.468750 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -385863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -385868.062500 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -385868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -385869.312500 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -385869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -385870.406250 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -385870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -385870.656250 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -385870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385872.093750 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -385872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385872.437500 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -385872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385872.437500 Penalty: 4012.079102
	Iteration 26F: 3 clusters Score -385872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 66849 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 14670 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 14846 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 72251 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 4405 members 
Mstep: Class 32 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039008.000000 Penalty: 102229.648438
Iteration 159Q: 33 clusters Score -4.503901e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 66816 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11638 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 77107 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 14668 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 14838 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 11066 members 
Mstep: Class 26 contains 72212 members 
Mstep: Class 27 contains 5159 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 3449 members 
Mstep: Class 31 contains 4533 members 
Mstep: Class 32 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039088.000000 Penalty: 102229.648438
Iteration 160F: 33 clusters Score -4.503909e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 66784 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 77105 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14815 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 8523 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 11044 members 
Mstep: Class 26 contains 72185 members 
Mstep: Class 27 contains 5168 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 3974 members 
Mstep: Class 30 contains 3451 members 
Mstep: Class 31 contains 4643 members 
Mstep: Class 32 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039224.000000 Penalty: 102229.648438
Iteration 161Q: 33 clusters Score -4.503922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 66753 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11529 members 
Mstep: Class 10 contains 5377 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 77104 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 14803 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 8488 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 11025 members 
Mstep: Class 26 contains 72172 members 
Mstep: Class 27 contains 5179 members 
Mstep: Class 28 contains 3789 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 4755 members 
Mstep: Class 32 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039220.000000 Penalty: 102229.648438
Iteration 162Q: 33 clusters Score -4.503922e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 66718 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11477 members 
Mstep: Class 10 contains 5380 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77097 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 8462 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 11009 members 
Mstep: Class 26 contains 72159 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 3786 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 4862 members 
Mstep: Class 32 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039196.000000 Penalty: 102229.648438
Iteration 163Q: 33 clusters Score -4.50392e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 66703 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11420 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 77089 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 14791 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 8453 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 72141 members 
Mstep: Class 27 contains 5193 members 
Mstep: Class 28 contains 3784 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 4941 members 
Mstep: Class 32 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039184.000000 Penalty: 102229.648438
Iteration 164Q: 33 clusters Score -4.503918e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9239 members 
Mstep: Class 3 contains 66694 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 77080 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12108 members 
Mstep: Class 17 contains 14792 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 8439 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 10992 members 
Mstep: Class 26 contains 72129 members 
Mstep: Class 27 contains 5195 members 
Mstep: Class 28 contains 3784 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 5032 members 
Mstep: Class 32 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039228.000000 Penalty: 102229.648438
Iteration 165Q: 33 clusters Score -4.503923e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 66682 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 77074 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 14789 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 8431 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 10978 members 
Mstep: Class 26 contains 72118 members 
Mstep: Class 27 contains 5198 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 3987 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 5123 members 
Mstep: Class 32 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039260.000000 Penalty: 102229.648438
Iteration 166Q: 33 clusters Score -4.503926e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9247 members 
Mstep: Class 3 contains 66660 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 77075 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12108 members 
Mstep: Class 17 contains 14784 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 8711 members 
Mstep: Class 25 contains 10967 members 
Mstep: Class 26 contains 72107 members 
Mstep: Class 27 contains 5198 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3451 members 
Mstep: Class 31 contains 5220 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039236.000000 Penalty: 102229.648438
Iteration 167Q: 33 clusters Score -4.503924e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 66642 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 77076 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 14778 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 8412 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 10964 members 
Mstep: Class 26 contains 72095 members 
Mstep: Class 27 contains 5199 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 3452 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039168.000000 Penalty: 102229.648438
Iteration 168Q: 33 clusters Score -4.503917e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9252 members 
Mstep: Class 3 contains 66617 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 77074 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14666 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 14773 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 8401 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 10955 members 
Mstep: Class 26 contains 72089 members 
Mstep: Class 27 contains 5201 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039216.000000 Penalty: 102229.648438
Iteration 169Q: 33 clusters Score -4.503922e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9257 members 
Mstep: Class 3 contains 66595 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 11057 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 77071 members 
Mstep: Class 13 contains 3019 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 14775 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 8388 members 
Mstep: Class 24 contains 8706 members 
Mstep: Class 25 contains 10954 members 
Mstep: Class 26 contains 72085 members 
Mstep: Class 27 contains 5201 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039276.000000 Penalty: 102229.648438
Iteration 170Q: 33 clusters Score -4.503928e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 66583 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 11011 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 77068 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 14772 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 8381 members 
Mstep: Class 24 contains 8704 members 
Mstep: Class 25 contains 10955 members 
Mstep: Class 26 contains 72081 members 
Mstep: Class 27 contains 5202 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039300.000000 Penalty: 102229.648438
Iteration 171Q: 33 clusters Score -4.50393e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 66580 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 77061 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 14775 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72080 members 
Mstep: Class 27 contains 5203 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 5600 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039360.000000 Penalty: 102229.648438
Iteration 172Q: 33 clusters Score -4.503936e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 77058 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 14772 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 8699 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 72077 members 
Mstep: Class 27 contains 5205 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 5648 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039332.000000 Penalty: 102229.648438
Iteration 173Q: 33 clusters Score -4.503933e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 66551 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 77054 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 14664 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 8698 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 72077 members 
Mstep: Class 27 contains 5211 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 3992 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5689 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039376.000000 Penalty: 102229.648438
Iteration 174Q: 33 clusters Score -4.503938e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 66541 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10876 members 
Mstep: Class 10 contains 5409 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77046 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 8698 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 72076 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 3992 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5720 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039432.000000 Penalty: 102229.648438
Iteration 175Q: 33 clusters Score -4.503943e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66533 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14769 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 8698 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 3991 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5748 members 
Mstep: Class 32 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039416.000000 Penalty: 102229.648438
Iteration 176Q: 33 clusters Score -4.503942e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66527 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77038 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14769 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 8379 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5778 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039456.000000 Penalty: 102229.648438
Iteration 177Q: 33 clusters Score -4.503946e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 77037 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14769 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 8381 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5214 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5810 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039484.000000 Penalty: 102229.648438
Iteration 178Q: 33 clusters Score -4.503948e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66522 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8390 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 3778 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5828 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039512.000000 Penalty: 102229.648438
Iteration 179Q: 33 clusters Score -4.503951e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66520 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 77037 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14765 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4478 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5217 members 
Mstep: Class 28 contains 3777 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5845 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039508.000000 Penalty: 102229.648438
Iteration 180F: 33 clusters Score -4.503951e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66508 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 5409 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8400 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5218 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5866 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039524.000000 Penalty: 102229.648438
Iteration 181Q: 33 clusters Score -4.503952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 66505 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 5409 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14761 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8403 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5219 members 
Mstep: Class 28 contains 3775 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5882 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039572.000000 Penalty: 102229.648438
Iteration 182Q: 33 clusters Score -4.503957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66502 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14757 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8405 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3775 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5887 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039528.000000 Penalty: 102229.648438
Iteration 183Q: 33 clusters Score -4.503953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66501 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77035 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14758 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8404 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3775 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 5889 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039560.000000 Penalty: 102229.648438
Iteration 184Q: 33 clusters Score -4.503956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66495 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5898 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039544.000000 Penalty: 102229.648438
Iteration 185Q: 33 clusters Score -4.503954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66490 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8400 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039532.000000 Penalty: 102229.648438
Iteration 186Q: 33 clusters Score -4.503953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66489 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10717 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039536.000000 Penalty: 102229.648438
Iteration 187Q: 33 clusters Score -4.503954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66491 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039560.000000 Penalty: 102229.648438
Iteration 188Q: 33 clusters Score -4.503956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66494 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8396 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039572.000000 Penalty: 102229.648438
Iteration 189Q: 33 clusters Score -4.503957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66493 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5916 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039572.000000 Penalty: 102229.648438
Iteration 190Q: 33 clusters Score -4.503957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66493 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5918 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039568.000000 Penalty: 102229.648438
Iteration 191Q: 33 clusters Score -4.503957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66492 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5919 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039564.000000 Penalty: 102229.648438
Iteration 192Q: 33 clusters Score -4.503956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66492 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5919 members 
Mstep: Class 32 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039564.000000 Penalty: 102229.648438
Iteration 193F: 33 clusters Score -4.503956e+07 nChanged 0
Entering ConstructFrom: 
Score: -45039564.000000 Penalty: 102229.648438
Entering ConstructFrom: 
Trying to split cluster 1 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -863852.812500 Penalty: 2210.960693
	Iteration 0F: 2 clusters Score -863852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -857814.000000 Penalty: 4421.921387
	Iteration 0F: 3 clusters Score -857814 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -859458.937500 Penalty: 4421.921387
	Iteration 1F: 3 clusters Score -859458.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -859757.500000 Penalty: 4421.921387
	Iteration 2F: 3 clusters Score -859757.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -859968.562500 Penalty: 4421.921387
	Iteration 3F: 3 clusters Score -859968.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -860138.062500 Penalty: 4421.921387
	Iteration 4Q: 3 clusters Score -860138.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -860296.000000 Penalty: 4421.921387
	Iteration 5Q: 3 clusters Score -860296 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -860441.562500 Penalty: 4421.921387
	Iteration 6Q: 3 clusters Score -860441.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -860609.250000 Penalty: 4421.921387
	Iteration 7Q: 3 clusters Score -860609.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -860772.125000 Penalty: 4421.921387
	Iteration 8Q: 3 clusters Score -860772.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -860929.187500 Penalty: 4421.921387
	Iteration 9Q: 3 clusters Score -860929.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -861086.187500 Penalty: 4421.921387
	Iteration 10Q: 3 clusters Score -861086.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -861209.750000 Penalty: 4421.921387
	Iteration 11Q: 3 clusters Score -861209.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -861304.750000 Penalty: 4421.921387
	Iteration 12Q: 3 clusters Score -861304.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -861378.250000 Penalty: 4421.921387
	Iteration 13Q: 3 clusters Score -861378.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -861433.875000 Penalty: 4421.921387
	Iteration 14Q: 3 clusters Score -861433.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -861492.000000 Penalty: 4421.921387
	Iteration 15Q: 3 clusters Score -861492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -861537.562500 Penalty: 4421.921387
	Iteration 16Q: 3 clusters Score -861537.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -861582.500000 Penalty: 4421.921387
	Iteration 17Q: 3 clusters Score -861582.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -861616.687500 Penalty: 4421.921387
	Iteration 18Q: 3 clusters Score -861616.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -861641.187500 Penalty: 4421.921387
	Iteration 19Q: 3 clusters Score -861641.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -861666.375000 Penalty: 4421.921387
	Iteration 20F: 3 clusters Score -861666.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -861689.687500 Penalty: 4421.921387
	Iteration 21Q: 3 clusters Score -861689.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -861702.312500 Penalty: 4421.921387
	Iteration 22Q: 3 clusters Score -861702.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -861714.937500 Penalty: 4421.921387
	Iteration 23Q: 3 clusters Score -861714.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -861725.250000 Penalty: 4421.921387
	Iteration 24Q: 3 clusters Score -861725.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -861730.937500 Penalty: 4421.921387
	Iteration 25Q: 3 clusters Score -861730.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -861741.750000 Penalty: 4421.921387
	Iteration 26Q: 3 clusters Score -861741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -861750.000000 Penalty: 4421.921387
	Iteration 27Q: 3 clusters Score -861750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -861755.875000 Penalty: 4421.921387
	Iteration 28Q: 3 clusters Score -861755.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -861762.937500 Penalty: 4421.921387
	Iteration 29Q: 3 clusters Score -861762.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -861767.875000 Penalty: 4421.921387
	Iteration 30Q: 3 clusters Score -861767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -861771.437500 Penalty: 4421.921387
	Iteration 31Q: 3 clusters Score -861771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -861775.937500 Penalty: 4421.921387
	Iteration 32Q: 3 clusters Score -861775.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -861780.250000 Penalty: 4421.921387
	Iteration 33Q: 3 clusters Score -861780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -861782.375000 Penalty: 4421.921387
	Iteration 34Q: 3 clusters Score -861782.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -861784.625000 Penalty: 4421.921387
	Iteration 35Q: 3 clusters Score -861784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -861788.250000 Penalty: 4421.921387
	Iteration 36Q: 3 clusters Score -861788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -861787.625000 Penalty: 4421.921387
	Iteration 37Q: 3 clusters Score -861787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -861786.500000 Penalty: 4421.921387
	Iteration 38Q: 3 clusters Score -861786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -861787.437500 Penalty: 4421.921387
	Iteration 39Q: 3 clusters Score -861787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -861787.562500 Penalty: 4421.921387
	Iteration 40F: 3 clusters Score -861787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -861788.812500 Penalty: 4421.921387
	Iteration 41Q: 3 clusters Score -861788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -861791.812500 Penalty: 4421.921387
	Iteration 42Q: 3 clusters Score -861791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -861790.000000 Penalty: 4421.921387
	Iteration 43Q: 3 clusters Score -861790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -861790.250000 Penalty: 4421.921387
	Iteration 44Q: 3 clusters Score -861790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -861790.625000 Penalty: 4421.921387
	Iteration 45Q: 3 clusters Score -861790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -861791.312500 Penalty: 4421.921387
	Iteration 46Q: 3 clusters Score -861791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -861792.187500 Penalty: 4421.921387
	Iteration 47Q: 3 clusters Score -861792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -861791.812500 Penalty: 4421.921387
	Iteration 48Q: 3 clusters Score -861791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -861791.812500 Penalty: 4421.921387
	Iteration 49F: 3 clusters Score -861791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -1075619.625000 Penalty: 2265.713135
	Iteration 0F: 2 clusters Score -1075620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1068382.375000 Penalty: 4531.426270
	Iteration 0F: 3 clusters Score -1068382 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1070448.500000 Penalty: 4531.426270
	Iteration 1F: 3 clusters Score -1070448 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1070690.875000 Penalty: 4531.426270
	Iteration 2F: 3 clusters Score -1070691 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1070877.125000 Penalty: 4531.426270
	Iteration 3Q: 3 clusters Score -1070877 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1071027.250000 Penalty: 4531.426270
	Iteration 4Q: 3 clusters Score -1071027 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1071157.750000 Penalty: 4531.426270
	Iteration 5Q: 3 clusters Score -1071158 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1071319.875000 Penalty: 4531.426270
	Iteration 6Q: 3 clusters Score -1071320 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1071513.625000 Penalty: 4531.426270
	Iteration 7Q: 3 clusters Score -1071514 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1071723.000000 Penalty: 4531.426270
	Iteration 8Q: 3 clusters Score -1071723 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1071958.625000 Penalty: 4531.426270
	Iteration 9Q: 3 clusters Score -1071959 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1072226.125000 Penalty: 4531.426270
	Iteration 10Q: 3 clusters Score -1072226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1072534.375000 Penalty: 4531.426270
	Iteration 11Q: 3 clusters Score -1072534 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1072883.250000 Penalty: 4531.426270
	Iteration 12F: 3 clusters Score -1072883 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1073216.125000 Penalty: 4531.426270
	Iteration 13Q: 3 clusters Score -1073216 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1073454.250000 Penalty: 4531.426270
	Iteration 14Q: 3 clusters Score -1073454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1073640.375000 Penalty: 4531.426270
	Iteration 15Q: 3 clusters Score -1073640 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1073802.125000 Penalty: 4531.426270
	Iteration 16Q: 3 clusters Score -1073802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1073971.000000 Penalty: 4531.426270
	Iteration 17Q: 3 clusters Score -1073971 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1074136.625000 Penalty: 4531.426270
	Iteration 18Q: 3 clusters Score -1074137 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1074304.875000 Penalty: 4531.426270
	Iteration 19Q: 3 clusters Score -1074305 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1074483.250000 Penalty: 4531.426270
	Iteration 20F: 3 clusters Score -1074483 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1074624.000000 Penalty: 4531.426270
	Iteration 21Q: 3 clusters Score -1074624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1074732.375000 Penalty: 4531.426270
	Iteration 22Q: 3 clusters Score -1074732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1074806.750000 Penalty: 4531.426270
	Iteration 23Q: 3 clusters Score -1074807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1074846.625000 Penalty: 4531.426270
	Iteration 24Q: 3 clusters Score -1074847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1074882.000000 Penalty: 4531.426270
	Iteration 25Q: 3 clusters Score -1074882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1074906.125000 Penalty: 4531.426270
	Iteration 26Q: 3 clusters Score -1074906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1074920.000000 Penalty: 4531.426270
	Iteration 27Q: 3 clusters Score -1074920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1074933.125000 Penalty: 4531.426270
	Iteration 28Q: 3 clusters Score -1074933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1074947.375000 Penalty: 4531.426270
	Iteration 29Q: 3 clusters Score -1074947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1074960.000000 Penalty: 4531.426270
	Iteration 30Q: 3 clusters Score -1074960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1074964.250000 Penalty: 4531.426270
	Iteration 31Q: 3 clusters Score -1074964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1074966.125000 Penalty: 4531.426270
	Iteration 32Q: 3 clusters Score -1074966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1074972.875000 Penalty: 4531.426270
	Iteration 33Q: 3 clusters Score -1074973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1074975.250000 Penalty: 4531.426270
	Iteration 34Q: 3 clusters Score -1074975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1074978.250000 Penalty: 4531.426270
	Iteration 35Q: 3 clusters Score -1074978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1074974.750000 Penalty: 4531.426270
	Iteration 36Q: 3 clusters Score -1074975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1074976.875000 Penalty: 4531.426270
	Iteration 37Q: 3 clusters Score -1074977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1074976.500000 Penalty: 4531.426270
	Iteration 38Q: 3 clusters Score -1074976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1074977.250000 Penalty: 4531.426270
	Iteration 39Q: 3 clusters Score -1074977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1074978.625000 Penalty: 4531.426270
	Iteration 40F: 3 clusters Score -1074979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1074978.250000 Penalty: 4531.426270
	Iteration 41Q: 3 clusters Score -1074978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1074978.250000 Penalty: 4531.426270
	Iteration 42F: 3 clusters Score -1074978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Entering Unmasked Estep 
Score: -7926926.500000 Penalty: 2753.999512
	Iteration 0F: 2 clusters Score -7926926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -7882307.000000 Penalty: 5507.999023
	Iteration 0F: 3 clusters Score -7882307 nChanged 31016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7899809.000000 Penalty: 5507.999023
	Iteration 1F: 3 clusters Score -7899809 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -7900673.000000 Penalty: 5507.999023
	Iteration 2Q: 3 clusters Score -7900673 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -7901819.500000 Penalty: 5507.999023
	Iteration 3Q: 3 clusters Score -7901820 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -7903483.000000 Penalty: 5507.999023
	Iteration 4F: 3 clusters Score -7903483 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -7905773.500000 Penalty: 5507.999023
	Iteration 5F: 3 clusters Score -7905774 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -7908566.000000 Penalty: 5507.999023
	Iteration 6F: 3 clusters Score -7908566 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -7911091.000000 Penalty: 5507.999023
	Iteration 7F: 3 clusters Score -7911091 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7913324.000000 Penalty: 5507.999023
	Iteration 8F: 3 clusters Score -7913324 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -7915192.500000 Penalty: 5507.999023
	Iteration 9Q: 3 clusters Score -7915192 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7916618.500000 Penalty: 5507.999023
	Iteration 10Q: 3 clusters Score -7916618 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -7918026.000000 Penalty: 5507.999023
	Iteration 11Q: 3 clusters Score -7918026 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -7919434.500000 Penalty: 5507.999023
	Iteration 12Q: 3 clusters Score -7919434 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -7920665.500000 Penalty: 5507.999023
	Iteration 13Q: 3 clusters Score -7920666 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -7921642.000000 Penalty: 5507.999023
	Iteration 14Q: 3 clusters Score -7921642 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7922454.000000 Penalty: 5507.999023
	Iteration 15Q: 3 clusters Score -7922454 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7923032.000000 Penalty: 5507.999023
	Iteration 16Q: 3 clusters Score -7923032 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7923463.500000 Penalty: 5507.999023
	Iteration 17Q: 3 clusters Score -7923464 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7923709.000000 Penalty: 5507.999023
	Iteration 18Q: 3 clusters Score -7923709 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -7923906.000000 Penalty: 5507.999023
	Iteration 19Q: 3 clusters Score -7923906 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7924018.500000 Penalty: 5507.999023
	Iteration 20F: 3 clusters Score -7924018 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7924121.500000 Penalty: 5507.999023
	Iteration 21Q: 3 clusters Score -7924122 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7924182.000000 Penalty: 5507.999023
	Iteration 22Q: 3 clusters Score -7924182 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7924284.000000 Penalty: 5507.999023
	Iteration 23Q: 3 clusters Score -7924284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7924350.500000 Penalty: 5507.999023
	Iteration 24Q: 3 clusters Score -7924350 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7924403.500000 Penalty: 5507.999023
	Iteration 25Q: 3 clusters Score -7924404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7924455.500000 Penalty: 5507.999023
	Iteration 26Q: 3 clusters Score -7924456 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7924484.000000 Penalty: 5507.999023
	Iteration 27Q: 3 clusters Score -7924484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7924544.500000 Penalty: 5507.999023
	Iteration 28Q: 3 clusters Score -7924544 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7924580.000000 Penalty: 5507.999023
	Iteration 29Q: 3 clusters Score -7924580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7924588.000000 Penalty: 5507.999023
	Iteration 30Q: 3 clusters Score -7924588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7924592.000000 Penalty: 5507.999023
	Iteration 31Q: 3 clusters Score -7924592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7924606.500000 Penalty: 5507.999023
	Iteration 32Q: 3 clusters Score -7924606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7924620.000000 Penalty: 5507.999023
	Iteration 33Q: 3 clusters Score -7924620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7924625.000000 Penalty: 5507.999023
	Iteration 34Q: 3 clusters Score -7924625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7924637.000000 Penalty: 5507.999023
	Iteration 35Q: 3 clusters Score -7924637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7924651.000000 Penalty: 5507.999023
	Iteration 36Q: 3 clusters Score -7924651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7924668.000000 Penalty: 5507.999023
	Iteration 37Q: 3 clusters Score -7924668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7924678.500000 Penalty: 5507.999023
	Iteration 38Q: 3 clusters Score -7924678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7924677.000000 Penalty: 5507.999023
	Iteration 39Q: 3 clusters Score -7924677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7924677.000000 Penalty: 5507.999023
	Iteration 40F: 3 clusters Score -7924677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7924676.000000 Penalty: 5507.999023
	Iteration 41Q: 3 clusters Score -7924676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7924673.500000 Penalty: 5507.999023
	Iteration 42Q: 3 clusters Score -7924674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7924680.000000 Penalty: 5507.999023
	Iteration 43Q: 3 clusters Score -7924680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7924682.500000 Penalty: 5507.999023
	Iteration 44Q: 3 clusters Score -7924682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7924683.000000 Penalty: 5507.999023
	Iteration 45Q: 3 clusters Score -7924683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7924697.000000 Penalty: 5507.999023
	Iteration 46Q: 3 clusters Score -7924697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7924698.000000 Penalty: 5507.999023
	Iteration 47Q: 3 clusters Score -7924698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7924709.000000 Penalty: 5507.999023
	Iteration 48Q: 3 clusters Score -7924709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7924706.000000 Penalty: 5507.999023
	Iteration 49Q: 3 clusters Score -7924706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7924715.000000 Penalty: 5507.999023
	Iteration 50Q: 3 clusters Score -7924715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7924716.000000 Penalty: 5507.999023
	Iteration 51Q: 3 clusters Score -7924716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7924713.500000 Penalty: 5507.999023
	Iteration 52Q: 3 clusters Score -7924714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7924717.000000 Penalty: 5507.999023
	Iteration 53Q: 3 clusters Score -7924717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7924722.500000 Penalty: 5507.999023
	Iteration 54Q: 3 clusters Score -7924722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7924722.500000 Penalty: 5507.999023
	Iteration 55F: 3 clusters Score -7924722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -163310.312500 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -163310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161000.937500 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -161000.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161429.687500 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -161429.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161582.312500 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -161582.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161703.640625 Penalty: 3653.756836
	Iteration 3F: 3 clusters Score -161703.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161785.640625 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -161785.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161858.953125 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -161859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161942.015625 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -161942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162028.609375 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -162028.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -162131.890625 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -162131.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -162237.937500 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -162237.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -162336.734375 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -162336.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162388.203125 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -162388.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162438.484375 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -162438.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162480.500000 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -162480.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162511.062500 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -162511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162550.265625 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -162550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -162577.921875 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -162577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -162600.890625 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -162600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162610.312500 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -162610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162631.453125 Penalty: 3653.756836
	Iteration 19Q: 3 clusters Score -162631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -162660.515625 Penalty: 3653.756836
	Iteration 20F: 3 clusters Score -162660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162685.968750 Penalty: 3653.756836
	Iteration 21Q: 3 clusters Score -162686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162693.578125 Penalty: 3653.756836
	Iteration 22Q: 3 clusters Score -162693.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162702.500000 Penalty: 3653.756836
	Iteration 23Q: 3 clusters Score -162702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162704.359375 Penalty: 3653.756836
	Iteration 24Q: 3 clusters Score -162704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162704.359375 Penalty: 3653.756836
	Iteration 25F: 3 clusters Score -162704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -629492.250000 Penalty: 2132.998047
	Iteration 0F: 2 clusters Score -629492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -624728.312500 Penalty: 4265.996094
	Iteration 0F: 3 clusters Score -624728.3 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -625819.437500 Penalty: 4265.996094
	Iteration 1F: 3 clusters Score -625819.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -626067.937500 Penalty: 4265.996094
	Iteration 2F: 3 clusters Score -626067.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -626234.750000 Penalty: 4265.996094
	Iteration 3F: 3 clusters Score -626234.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -626371.750000 Penalty: 4265.996094
	Iteration 4Q: 3 clusters Score -626371.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -626486.562500 Penalty: 4265.996094
	Iteration 5Q: 3 clusters Score -626486.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -626590.562500 Penalty: 4265.996094
	Iteration 6Q: 3 clusters Score -626590.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -626703.187500 Penalty: 4265.996094
	Iteration 7Q: 3 clusters Score -626703.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -626809.250000 Penalty: 4265.996094
	Iteration 8Q: 3 clusters Score -626809.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -626901.062500 Penalty: 4265.996094
	Iteration 9Q: 3 clusters Score -626901.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -626979.125000 Penalty: 4265.996094
	Iteration 10Q: 3 clusters Score -626979.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -627045.375000 Penalty: 4265.996094
	Iteration 11Q: 3 clusters Score -627045.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -627116.187500 Penalty: 4265.996094
	Iteration 12Q: 3 clusters Score -627116.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -627183.312500 Penalty: 4265.996094
	Iteration 13Q: 3 clusters Score -627183.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -627237.000000 Penalty: 4265.996094
	Iteration 14Q: 3 clusters Score -627237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -627294.562500 Penalty: 4265.996094
	Iteration 15Q: 3 clusters Score -627294.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -627349.437500 Penalty: 4265.996094
	Iteration 16Q: 3 clusters Score -627349.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -627390.812500 Penalty: 4265.996094
	Iteration 17Q: 3 clusters Score -627390.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -627424.125000 Penalty: 4265.996094
	Iteration 18Q: 3 clusters Score -627424.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -627456.000000 Penalty: 4265.996094
	Iteration 19Q: 3 clusters Score -627456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -627480.500000 Penalty: 4265.996094
	Iteration 20F: 3 clusters Score -627480.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -627507.750000 Penalty: 4265.996094
	Iteration 21Q: 3 clusters Score -627507.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -627528.937500 Penalty: 4265.996094
	Iteration 22Q: 3 clusters Score -627528.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -627548.250000 Penalty: 4265.996094
	Iteration 23Q: 3 clusters Score -627548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -627563.750000 Penalty: 4265.996094
	Iteration 24Q: 3 clusters Score -627563.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -627577.687500 Penalty: 4265.996094
	Iteration 25Q: 3 clusters Score -627577.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -627589.812500 Penalty: 4265.996094
	Iteration 26Q: 3 clusters Score -627589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -627600.937500 Penalty: 4265.996094
	Iteration 27Q: 3 clusters Score -627600.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -627617.687500 Penalty: 4265.996094
	Iteration 28Q: 3 clusters Score -627617.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -627634.937500 Penalty: 4265.996094
	Iteration 29Q: 3 clusters Score -627634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -627641.375000 Penalty: 4265.996094
	Iteration 30Q: 3 clusters Score -627641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -627650.875000 Penalty: 4265.996094
	Iteration 31Q: 3 clusters Score -627650.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -627657.562500 Penalty: 4265.996094
	Iteration 32Q: 3 clusters Score -627657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -627663.687500 Penalty: 4265.996094
	Iteration 33Q: 3 clusters Score -627663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -627669.250000 Penalty: 4265.996094
	Iteration 34Q: 3 clusters Score -627669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -627672.375000 Penalty: 4265.996094
	Iteration 35Q: 3 clusters Score -627672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -627674.125000 Penalty: 4265.996094
	Iteration 36Q: 3 clusters Score -627674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -627674.625000 Penalty: 4265.996094
	Iteration 37Q: 3 clusters Score -627674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -627674.625000 Penalty: 4265.996094
	Iteration 38F: 3 clusters Score -627674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1319131.375000 Penalty: 2313.176025
	Iteration 0F: 2 clusters Score -1319131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1310772.750000 Penalty: 4626.352051
	Iteration 0F: 3 clusters Score -1310773 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1313459.000000 Penalty: 4626.352051
	Iteration 1F: 3 clusters Score -1313459 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1313981.125000 Penalty: 4626.352051
	Iteration 2F: 3 clusters Score -1313981 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1314519.000000 Penalty: 4626.352051
	Iteration 3F: 3 clusters Score -1314519 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1315086.625000 Penalty: 4626.352051
	Iteration 4F: 3 clusters Score -1315087 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1315681.375000 Penalty: 4626.352051
	Iteration 5F: 3 clusters Score -1315681 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1316297.875000 Penalty: 4626.352051
	Iteration 6F: 3 clusters Score -1316298 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1316864.125000 Penalty: 4626.352051
	Iteration 7F: 3 clusters Score -1316864 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1317339.500000 Penalty: 4626.352051
	Iteration 8Q: 3 clusters Score -1317340 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1317646.625000 Penalty: 4626.352051
	Iteration 9Q: 3 clusters Score -1317647 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1317833.375000 Penalty: 4626.352051
	Iteration 10Q: 3 clusters Score -1317833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1317914.000000 Penalty: 4626.352051
	Iteration 11Q: 3 clusters Score -1317914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1317948.250000 Penalty: 4626.352051
	Iteration 12Q: 3 clusters Score -1317948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1317975.625000 Penalty: 4626.352051
	Iteration 13Q: 3 clusters Score -1317976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1317987.375000 Penalty: 4626.352051
	Iteration 14Q: 3 clusters Score -1317987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1317999.375000 Penalty: 4626.352051
	Iteration 15Q: 3 clusters Score -1317999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1318010.250000 Penalty: 4626.352051
	Iteration 16Q: 3 clusters Score -1318010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1318016.375000 Penalty: 4626.352051
	Iteration 17Q: 3 clusters Score -1318016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1318021.375000 Penalty: 4626.352051
	Iteration 18Q: 3 clusters Score -1318021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1318022.750000 Penalty: 4626.352051
	Iteration 19Q: 3 clusters Score -1318023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1318027.375000 Penalty: 4626.352051
	Iteration 20F: 3 clusters Score -1318027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1318031.250000 Penalty: 4626.352051
	Iteration 21Q: 3 clusters Score -1318031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1318032.875000 Penalty: 4626.352051
	Iteration 22Q: 3 clusters Score -1318033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1318033.375000 Penalty: 4626.352051
	Iteration 23Q: 3 clusters Score -1318033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1318032.250000 Penalty: 4626.352051
	Iteration 24Q: 3 clusters Score -1318032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1318033.375000 Penalty: 4626.352051
	Iteration 25Q: 3 clusters Score -1318033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1318034.000000 Penalty: 4626.352051
	Iteration 26Q: 3 clusters Score -1318034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1318034.250000 Penalty: 4626.352051
	Iteration 27Q: 3 clusters Score -1318034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1318034.250000 Penalty: 4626.352051
	Iteration 28F: 3 clusters Score -1318034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -319286.375000 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -319286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -316117.406250 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -316117.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -316886.843750 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -316886.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -317104.281250 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -317104.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -317209.718750 Penalty: 3969.667969
	Iteration 3F: 3 clusters Score -317209.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -317307.000000 Penalty: 3969.667969
	Iteration 4Q: 3 clusters Score -317307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -317402.687500 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -317402.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -317502.093750 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -317502.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -317647.843750 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -317647.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -317794.281250 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -317794.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -317909.500000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -317909.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -318003.062500 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -318003.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -318087.687500 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -318087.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -318156.562500 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -318156.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -318236.093750 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -318236.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -318272.593750 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -318272.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -318296.656250 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -318296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -318307.906250 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -318307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -318316.875000 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -318316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -318326.125000 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -318326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -318328.062500 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -318328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -318370.500000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -318370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -318389.937500 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -318389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -318402.062500 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -318402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -318411.625000 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -318411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -318423.562500 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -318423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -318429.343750 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -318429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -318431.718750 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -318431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -318431.718750 Penalty: 3969.667969
	Iteration 27F: 3 clusters Score -318431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -273085.812500 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -273085.8 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 1198 members 
Entering Unmasked Estep 
Score: -270162.531250 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -270162.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270689.718750 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -270689.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -270836.906250 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -270836.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -270942.656250 Penalty: 3869.287109
	Iteration 3F: 3 clusters Score -270942.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271023.562500 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -271023.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271083.562500 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -271083.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -271135.343750 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -271135.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271170.375000 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -271170.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271190.156250 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -271190.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271207.343750 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -271207.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271221.718750 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -271221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271237.062500 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -271237.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271251.031250 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -271251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -271268.375000 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -271268.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271287.937500 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -271287.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271307.656250 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -271307.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271323.625000 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -271323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271339.531250 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -271339.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271368.437500 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -271368.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271401.500000 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -271401.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271443.375000 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -271443.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271484.937500 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -271484.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271521.437500 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -271521.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271558.062500 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -271558.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271583.812500 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -271583.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -271600.812500 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -271600.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -271617.125000 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -271617.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271631.031250 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -271631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -271643.843750 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -271643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271655.343750 Penalty: 3869.287109
	Iteration 29Q: 3 clusters Score -271655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -271663.875000 Penalty: 3869.287109
	Iteration 30Q: 3 clusters Score -271663.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -271674.843750 Penalty: 3869.287109
	Iteration 31Q: 3 clusters Score -271674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -271686.218750 Penalty: 3869.287109
	Iteration 32Q: 3 clusters Score -271686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -271698.312500 Penalty: 3869.287109
	Iteration 33Q: 3 clusters Score -271698.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271706.750000 Penalty: 3869.287109
	Iteration 34Q: 3 clusters Score -271706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271710.875000 Penalty: 3869.287109
	Iteration 35Q: 3 clusters Score -271710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -271717.625000 Penalty: 3869.287109
	Iteration 36Q: 3 clusters Score -271717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271727.968750 Penalty: 3869.287109
	Iteration 37Q: 3 clusters Score -271728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -271737.406250 Penalty: 3869.287109
	Iteration 38Q: 3 clusters Score -271737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271745.750000 Penalty: 3869.287109
	Iteration 39Q: 3 clusters Score -271745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271750.812500 Penalty: 3869.287109
	Iteration 40F: 3 clusters Score -271750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271754.781250 Penalty: 3869.287109
	Iteration 41Q: 3 clusters Score -271754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271760.125000 Penalty: 3869.287109
	Iteration 42Q: 3 clusters Score -271760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271763.062500 Penalty: 3869.287109
	Iteration 43Q: 3 clusters Score -271763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271763.062500 Penalty: 3869.287109
	Iteration 44F: 3 clusters Score -271763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -1193686.625000 Penalty: 2301.082764
	Iteration 0F: 2 clusters Score -1193687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1185528.500000 Penalty: 4602.165527
	Iteration 0F: 3 clusters Score -1185528 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1188038.375000 Penalty: 4602.165527
	Iteration 1F: 3 clusters Score -1188038 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1188668.875000 Penalty: 4602.165527
	Iteration 2F: 3 clusters Score -1188669 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1189228.875000 Penalty: 4602.165527
	Iteration 3F: 3 clusters Score -1189229 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1189669.250000 Penalty: 4602.165527
	Iteration 4F: 3 clusters Score -1189669 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1190080.000000 Penalty: 4602.165527
	Iteration 5F: 3 clusters Score -1190080 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1190536.000000 Penalty: 4602.165527
	Iteration 6F: 3 clusters Score -1190536 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1191036.750000 Penalty: 4602.165527
	Iteration 7F: 3 clusters Score -1191037 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1191555.125000 Penalty: 4602.165527
	Iteration 8Q: 3 clusters Score -1191555 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1192003.750000 Penalty: 4602.165527
	Iteration 9Q: 3 clusters Score -1192004 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1192298.375000 Penalty: 4602.165527
	Iteration 10Q: 3 clusters Score -1192298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1192475.375000 Penalty: 4602.165527
	Iteration 11Q: 3 clusters Score -1192475 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1192583.625000 Penalty: 4602.165527
	Iteration 12Q: 3 clusters Score -1192584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1192643.125000 Penalty: 4602.165527
	Iteration 13Q: 3 clusters Score -1192643 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1192686.375000 Penalty: 4602.165527
	Iteration 14Q: 3 clusters Score -1192686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1192715.250000 Penalty: 4602.165527
	Iteration 15Q: 3 clusters Score -1192715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1192735.250000 Penalty: 4602.165527
	Iteration 16Q: 3 clusters Score -1192735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1192741.250000 Penalty: 4602.165527
	Iteration 17Q: 3 clusters Score -1192741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1192754.250000 Penalty: 4602.165527
	Iteration 18Q: 3 clusters Score -1192754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1192761.375000 Penalty: 4602.165527
	Iteration 19Q: 3 clusters Score -1192761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1192762.875000 Penalty: 4602.165527
	Iteration 20F: 3 clusters Score -1192763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1192765.500000 Penalty: 4602.165527
	Iteration 21Q: 3 clusters Score -1192766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1192767.375000 Penalty: 4602.165527
	Iteration 22Q: 3 clusters Score -1192767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1192769.750000 Penalty: 4602.165527
	Iteration 23Q: 3 clusters Score -1192770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1192771.000000 Penalty: 4602.165527
	Iteration 24Q: 3 clusters Score -1192771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1192773.000000 Penalty: 4602.165527
	Iteration 25Q: 3 clusters Score -1192773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1192771.250000 Penalty: 4602.165527
	Iteration 26Q: 3 clusters Score -1192771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1192774.125000 Penalty: 4602.165527
	Iteration 27Q: 3 clusters Score -1192774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1192781.000000 Penalty: 4602.165527
	Iteration 28Q: 3 clusters Score -1192781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1192780.375000 Penalty: 4602.165527
	Iteration 29Q: 3 clusters Score -1192780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1192781.000000 Penalty: 4602.165527
	Iteration 30Q: 3 clusters Score -1192781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1192782.875000 Penalty: 4602.165527
	Iteration 31Q: 3 clusters Score -1192783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1192784.500000 Penalty: 4602.165527
	Iteration 32Q: 3 clusters Score -1192784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1192788.750000 Penalty: 4602.165527
	Iteration 33Q: 3 clusters Score -1192789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1192788.000000 Penalty: 4602.165527
	Iteration 34Q: 3 clusters Score -1192788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1192787.750000 Penalty: 4602.165527
	Iteration 35Q: 3 clusters Score -1192788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1192787.625000 Penalty: 4602.165527
	Iteration 36Q: 3 clusters Score -1192788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1192789.375000 Penalty: 4602.165527
	Iteration 37Q: 3 clusters Score -1192789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1192789.000000 Penalty: 4602.165527
	Iteration 38Q: 3 clusters Score -1192789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1192790.000000 Penalty: 4602.165527
	Iteration 39Q: 3 clusters Score -1192790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1192790.375000 Penalty: 4602.165527
	Iteration 40F: 3 clusters Score -1192790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1192792.250000 Penalty: 4602.165527
	Iteration 41Q: 3 clusters Score -1192792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1192793.125000 Penalty: 4602.165527
	Iteration 42Q: 3 clusters Score -1192793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1192792.000000 Penalty: 4602.165527
	Iteration 43Q: 3 clusters Score -1192792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1192791.750000 Penalty: 4602.165527
	Iteration 44Q: 3 clusters Score -1192792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1192793.875000 Penalty: 4602.165527
	Iteration 45Q: 3 clusters Score -1192794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1192794.375000 Penalty: 4602.165527
	Iteration 46Q: 3 clusters Score -1192794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1192795.125000 Penalty: 4602.165527
	Iteration 47Q: 3 clusters Score -1192795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1192794.375000 Penalty: 4602.165527
	Iteration 48Q: 3 clusters Score -1192794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1192794.375000 Penalty: 4602.165527
	Iteration 49F: 3 clusters Score -1192794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -629651.875000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -629651.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -624948.937500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -624948.9 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -626134.125000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -626134.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -626393.000000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -626393 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -626586.625000 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -626586.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -626767.312500 Penalty: 4263.709961
	Iteration 4Q: 3 clusters Score -626767.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -626946.187500 Penalty: 4263.709961
	Iteration 5Q: 3 clusters Score -626946.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -627118.062500 Penalty: 4263.709961
	Iteration 6Q: 3 clusters Score -627118.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -627270.312500 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -627270.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -627403.812500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -627403.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -627520.500000 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -627520.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -627625.062500 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -627625.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -627695.312500 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -627695.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -627755.250000 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -627755.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -627795.562500 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -627795.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -627824.375000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -627824.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -627855.687500 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -627855.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -627875.750000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -627875.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -627885.250000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -627885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -627894.812500 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -627894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -627900.375000 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -627900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -627904.312500 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -627904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -627908.375000 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -627908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -627909.062500 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -627909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -627912.500000 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -627912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -627912.250000 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -627912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -627913.812500 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -627913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -627913.937500 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -627913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -627917.250000 Penalty: 4263.709961
	Iteration 27Q: 3 clusters Score -627917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -627917.625000 Penalty: 4263.709961
	Iteration 28Q: 3 clusters Score -627917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -627917.625000 Penalty: 4263.709961
	Iteration 29F: 3 clusters Score -627917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -382546.218750 Penalty: 2014.715942
	Iteration 0F: 2 clusters Score -382546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -379127.125000 Penalty: 4029.431885
	Iteration 0F: 3 clusters Score -379127.1 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -380023.218750 Penalty: 4029.431885
	Iteration 1F: 3 clusters Score -380023.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380268.843750 Penalty: 4029.431885
	Iteration 2F: 3 clusters Score -380268.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -380411.781250 Penalty: 4029.431885
	Iteration 3F: 3 clusters Score -380411.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -380541.687500 Penalty: 4029.431885
	Iteration 4Q: 3 clusters Score -380541.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -380669.312500 Penalty: 4029.431885
	Iteration 5Q: 3 clusters Score -380669.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -380805.000000 Penalty: 4029.431885
	Iteration 6Q: 3 clusters Score -380805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380918.750000 Penalty: 4029.431885
	Iteration 7Q: 3 clusters Score -380918.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -381024.531250 Penalty: 4029.431885
	Iteration 8Q: 3 clusters Score -381024.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -381109.625000 Penalty: 4029.431885
	Iteration 9Q: 3 clusters Score -381109.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -381176.343750 Penalty: 4029.431885
	Iteration 10Q: 3 clusters Score -381176.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -381235.406250 Penalty: 4029.431885
	Iteration 11Q: 3 clusters Score -381235.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -381280.281250 Penalty: 4029.431885
	Iteration 12Q: 3 clusters Score -381280.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -381317.906250 Penalty: 4029.431885
	Iteration 13Q: 3 clusters Score -381317.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -381345.906250 Penalty: 4029.431885
	Iteration 14Q: 3 clusters Score -381345.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -381377.843750 Penalty: 4029.431885
	Iteration 15Q: 3 clusters Score -381377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -381408.218750 Penalty: 4029.431885
	Iteration 16Q: 3 clusters Score -381408.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -381442.843750 Penalty: 4029.431885
	Iteration 17Q: 3 clusters Score -381442.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -381486.718750 Penalty: 4029.431885
	Iteration 18Q: 3 clusters Score -381486.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -381522.250000 Penalty: 4029.431885
	Iteration 19Q: 3 clusters Score -381522.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -381555.125000 Penalty: 4029.431885
	Iteration 20F: 3 clusters Score -381555.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -381589.000000 Penalty: 4029.431885
	Iteration 21Q: 3 clusters Score -381589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -381625.312500 Penalty: 4029.431885
	Iteration 22Q: 3 clusters Score -381625.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -381666.343750 Penalty: 4029.431885
	Iteration 23Q: 3 clusters Score -381666.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -381702.593750 Penalty: 4029.431885
	Iteration 24Q: 3 clusters Score -381702.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -381738.000000 Penalty: 4029.431885
	Iteration 25Q: 3 clusters Score -381738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -381767.937500 Penalty: 4029.431885
	Iteration 26Q: 3 clusters Score -381767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -381790.781250 Penalty: 4029.431885
	Iteration 27Q: 3 clusters Score -381790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -381814.406250 Penalty: 4029.431885
	Iteration 28Q: 3 clusters Score -381814.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -381832.843750 Penalty: 4029.431885
	Iteration 29Q: 3 clusters Score -381832.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -381865.937500 Penalty: 4029.431885
	Iteration 30Q: 3 clusters Score -381865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -381895.312500 Penalty: 4029.431885
	Iteration 31Q: 3 clusters Score -381895.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -381912.031250 Penalty: 4029.431885
	Iteration 32Q: 3 clusters Score -381912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -381926.218750 Penalty: 4029.431885
	Iteration 33Q: 3 clusters Score -381926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -381934.156250 Penalty: 4029.431885
	Iteration 34Q: 3 clusters Score -381934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -381944.531250 Penalty: 4029.431885
	Iteration 35Q: 3 clusters Score -381944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -381950.312500 Penalty: 4029.431885
	Iteration 36Q: 3 clusters Score -381950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -381958.187500 Penalty: 4029.431885
	Iteration 37Q: 3 clusters Score -381958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -381964.312500 Penalty: 4029.431885
	Iteration 38Q: 3 clusters Score -381964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -381971.156250 Penalty: 4029.431885
	Iteration 39Q: 3 clusters Score -381971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -381977.031250 Penalty: 4029.431885
	Iteration 40F: 3 clusters Score -381977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -381979.125000 Penalty: 4029.431885
	Iteration 41Q: 3 clusters Score -381979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -381980.968750 Penalty: 4029.431885
	Iteration 42Q: 3 clusters Score -381981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -381983.593750 Penalty: 4029.431885
	Iteration 43Q: 3 clusters Score -381983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -381985.062500 Penalty: 4029.431885
	Iteration 44Q: 3 clusters Score -381985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381985.250000 Penalty: 4029.431885
	Iteration 45Q: 3 clusters Score -381985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381985.250000 Penalty: 4029.431885
	Iteration 46F: 3 clusters Score -381985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Entering Unmasked Estep 
Score: -9308676.000000 Penalty: 2790.496338
	Iteration 0F: 2 clusters Score -9308676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -9257172.000000 Penalty: 5580.992676
	Iteration 0F: 3 clusters Score -9257172 nChanged 36019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -9277220.000000 Penalty: 5580.992676
	Iteration 1F: 3 clusters Score -9277220 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -9277868.000000 Penalty: 5580.992676
	Iteration 2Q: 3 clusters Score -9277868 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -9278478.000000 Penalty: 5580.992676
	Iteration 3Q: 3 clusters Score -9278478 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -9279318.000000 Penalty: 5580.992676
	Iteration 4Q: 3 clusters Score -9279318 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -9280498.000000 Penalty: 5580.992676
	Iteration 5Q: 3 clusters Score -9280498 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -9282686.000000 Penalty: 5580.992676
	Iteration 6F: 3 clusters Score -9282686 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -9286280.000000 Penalty: 5580.992676
	Iteration 7F: 3 clusters Score -9286280 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -9291378.000000 Penalty: 5580.992676
	Iteration 8F: 3 clusters Score -9291378 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -9296728.000000 Penalty: 5580.992676
	Iteration 9F: 3 clusters Score -9296728 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -9301093.000000 Penalty: 5580.992676
	Iteration 10F: 3 clusters Score -9301093 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -9303685.000000 Penalty: 5580.992676
	Iteration 11Q: 3 clusters Score -9303685 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -9304959.000000 Penalty: 5580.992676
	Iteration 12Q: 3 clusters Score -9304959 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -9305651.000000 Penalty: 5580.992676
	Iteration 13Q: 3 clusters Score -9305651 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -9305899.000000 Penalty: 5580.992676
	Iteration 14Q: 3 clusters Score -9305899 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -9306029.000000 Penalty: 5580.992676
	Iteration 15Q: 3 clusters Score -9306029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -9306107.000000 Penalty: 5580.992676
	Iteration 16Q: 3 clusters Score -9306107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9306153.000000 Penalty: 5580.992676
	Iteration 17Q: 3 clusters Score -9306153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -9306179.000000 Penalty: 5580.992676
	Iteration 18Q: 3 clusters Score -9306179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -9306205.000000 Penalty: 5580.992676
	Iteration 19Q: 3 clusters Score -9306205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -9306221.000000 Penalty: 5580.992676
	Iteration 20F: 3 clusters Score -9306221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -9306244.000000 Penalty: 5580.992676
	Iteration 21Q: 3 clusters Score -9306244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -9306243.000000 Penalty: 5580.992676
	Iteration 22Q: 3 clusters Score -9306243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -9306259.000000 Penalty: 5580.992676
	Iteration 23Q: 3 clusters Score -9306259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9306254.000000 Penalty: 5580.992676
	Iteration 24Q: 3 clusters Score -9306254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -9306258.000000 Penalty: 5580.992676
	Iteration 25Q: 3 clusters Score -9306258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9306258.000000 Penalty: 5580.992676
	Iteration 26Q: 3 clusters Score -9306258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9306257.000000 Penalty: 5580.992676
	Iteration 27Q: 3 clusters Score -9306257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -9306267.000000 Penalty: 5580.992676
	Iteration 28Q: 3 clusters Score -9306267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -9306267.000000 Penalty: 5580.992676
	Iteration 29F: 3 clusters Score -9306267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -349943.406250 Penalty: 1988.128784
	Iteration 0F: 2 clusters Score -349943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -346650.687500 Penalty: 3976.257568
	Iteration 0F: 3 clusters Score -346650.7 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -347376.218750 Penalty: 3976.257568
	Iteration 1F: 3 clusters Score -347376.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -347567.343750 Penalty: 3976.257568
	Iteration 2F: 3 clusters Score -347567.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -347683.000000 Penalty: 3976.257568
	Iteration 3F: 3 clusters Score -347683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -347765.750000 Penalty: 3976.257568
	Iteration 4Q: 3 clusters Score -347765.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -347809.531250 Penalty: 3976.257568
	Iteration 5Q: 3 clusters Score -347809.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -347837.375000 Penalty: 3976.257568
	Iteration 6Q: 3 clusters Score -347837.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -347854.562500 Penalty: 3976.257568
	Iteration 7Q: 3 clusters Score -347854.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347868.968750 Penalty: 3976.257568
	Iteration 8Q: 3 clusters Score -347869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -347879.031250 Penalty: 3976.257568
	Iteration 9Q: 3 clusters Score -347879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -347886.687500 Penalty: 3976.257568
	Iteration 10Q: 3 clusters Score -347886.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -347893.718750 Penalty: 3976.257568
	Iteration 11Q: 3 clusters Score -347893.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -347899.843750 Penalty: 3976.257568
	Iteration 12Q: 3 clusters Score -347899.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -347904.093750 Penalty: 3976.257568
	Iteration 13Q: 3 clusters Score -347904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -347906.156250 Penalty: 3976.257568
	Iteration 14Q: 3 clusters Score -347906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -347910.343750 Penalty: 3976.257568
	Iteration 15Q: 3 clusters Score -347910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -347914.031250 Penalty: 3976.257568
	Iteration 16Q: 3 clusters Score -347914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -347915.281250 Penalty: 3976.257568
	Iteration 17Q: 3 clusters Score -347915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347916.937500 Penalty: 3976.257568
	Iteration 18Q: 3 clusters Score -347916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347916.937500 Penalty: 3976.257568
	Iteration 19F: 3 clusters Score -347916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -202513.921875 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -202513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200049.078125 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -200049.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -200738.875000 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -200738.9 nChanged 207
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: -201075.203125 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -201075.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201398.296875 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -201398.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -201649.921875 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -201649.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -201785.953125 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -201786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -201879.546875 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -201879.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -201932.312500 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -201932.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -201979.234375 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -201979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202001.500000 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -202001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -202015.265625 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -202015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202023.000000 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -202023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -202028.531250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -202028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -202031.015625 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -202031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202034.265625 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -202034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -202035.687500 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -202035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -202035.687500 Penalty: 3752.633545
	Iteration 16F: 3 clusters Score -202035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -1748810.375000 Penalty: 2379.084473
	Iteration 0F: 2 clusters Score -1748810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1738199.750000 Penalty: 4758.168945
	Iteration 0F: 3 clusters Score -1738200 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1741549.125000 Penalty: 4758.168945
	Iteration 1F: 3 clusters Score -1741549 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1741944.250000 Penalty: 4758.168945
	Iteration 2F: 3 clusters Score -1741944 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1742238.250000 Penalty: 4758.168945
	Iteration 3Q: 3 clusters Score -1742238 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1742497.375000 Penalty: 4758.168945
	Iteration 4Q: 3 clusters Score -1742497 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1742717.125000 Penalty: 4758.168945
	Iteration 5Q: 3 clusters Score -1742717 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1742948.000000 Penalty: 4758.168945
	Iteration 6Q: 3 clusters Score -1742948 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1743177.500000 Penalty: 4758.168945
	Iteration 7Q: 3 clusters Score -1743178 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1743421.875000 Penalty: 4758.168945
	Iteration 8Q: 3 clusters Score -1743422 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1743712.625000 Penalty: 4758.168945
	Iteration 9Q: 3 clusters Score -1743713 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1744049.000000 Penalty: 4758.168945
	Iteration 10Q: 3 clusters Score -1744049 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1744407.000000 Penalty: 4758.168945
	Iteration 11Q: 3 clusters Score -1744407 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1744790.250000 Penalty: 4758.168945
	Iteration 12Q: 3 clusters Score -1744790 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1745196.250000 Penalty: 4758.168945
	Iteration 13Q: 3 clusters Score -1745196 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1745581.000000 Penalty: 4758.168945
	Iteration 14Q: 3 clusters Score -1745581 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1745882.875000 Penalty: 4758.168945
	Iteration 15Q: 3 clusters Score -1745883 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1746104.250000 Penalty: 4758.168945
	Iteration 16Q: 3 clusters Score -1746104 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1746259.875000 Penalty: 4758.168945
	Iteration 17Q: 3 clusters Score -1746260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1746396.125000 Penalty: 4758.168945
	Iteration 18Q: 3 clusters Score -1746396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1746496.750000 Penalty: 4758.168945
	Iteration 19Q: 3 clusters Score -1746497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1746580.625000 Penalty: 4758.168945
	Iteration 20F: 3 clusters Score -1746581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1746639.375000 Penalty: 4758.168945
	Iteration 21Q: 3 clusters Score -1746639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1746691.875000 Penalty: 4758.168945
	Iteration 22Q: 3 clusters Score -1746692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1746712.750000 Penalty: 4758.168945
	Iteration 23Q: 3 clusters Score -1746713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1746730.625000 Penalty: 4758.168945
	Iteration 24Q: 3 clusters Score -1746731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1746744.750000 Penalty: 4758.168945
	Iteration 25Q: 3 clusters Score -1746745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1746754.375000 Penalty: 4758.168945
	Iteration 26Q: 3 clusters Score -1746754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1746759.000000 Penalty: 4758.168945
	Iteration 27Q: 3 clusters Score -1746759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1746761.750000 Penalty: 4758.168945
	Iteration 28Q: 3 clusters Score -1746762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1746762.625000 Penalty: 4758.168945
	Iteration 29Q: 3 clusters Score -1746763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1746763.875000 Penalty: 4758.168945
	Iteration 30Q: 3 clusters Score -1746764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1746766.250000 Penalty: 4758.168945
	Iteration 31Q: 3 clusters Score -1746766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1746766.250000 Penalty: 4758.168945
	Iteration 32F: 3 clusters Score -1746766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Entering Unmasked Estep 
Score: -1461476.875000 Penalty: 2331.724854
	Iteration 0F: 2 clusters Score -1461477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1452392.500000 Penalty: 4663.449707
	Iteration 0F: 3 clusters Score -1452392 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1455118.875000 Penalty: 4663.449707
	Iteration 1F: 3 clusters Score -1455119 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1455426.000000 Penalty: 4663.449707
	Iteration 2F: 3 clusters Score -1455426 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1455616.500000 Penalty: 4663.449707
	Iteration 3Q: 3 clusters Score -1455616 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1455770.125000 Penalty: 4663.449707
	Iteration 4Q: 3 clusters Score -1455770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1455887.625000 Penalty: 4663.449707
	Iteration 5Q: 3 clusters Score -1455888 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1455977.250000 Penalty: 4663.449707
	Iteration 6Q: 3 clusters Score -1455977 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1456046.000000 Penalty: 4663.449707
	Iteration 7Q: 3 clusters Score -1456046 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1456114.625000 Penalty: 4663.449707
	Iteration 8Q: 3 clusters Score -1456115 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1456163.625000 Penalty: 4663.449707
	Iteration 9Q: 3 clusters Score -1456164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1456218.500000 Penalty: 4663.449707
	Iteration 10Q: 3 clusters Score -1456218 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1456273.875000 Penalty: 4663.449707
	Iteration 11Q: 3 clusters Score -1456274 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1456328.625000 Penalty: 4663.449707
	Iteration 12Q: 3 clusters Score -1456329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1456382.125000 Penalty: 4663.449707
	Iteration 13Q: 3 clusters Score -1456382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1456447.125000 Penalty: 4663.449707
	Iteration 14Q: 3 clusters Score -1456447 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1456534.375000 Penalty: 4663.449707
	Iteration 15Q: 3 clusters Score -1456534 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1456642.125000 Penalty: 4663.449707
	Iteration 16Q: 3 clusters Score -1456642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1456786.500000 Penalty: 4663.449707
	Iteration 17Q: 3 clusters Score -1456786 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1456938.875000 Penalty: 4663.449707
	Iteration 18Q: 3 clusters Score -1456939 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1457126.375000 Penalty: 4663.449707
	Iteration 19Q: 3 clusters Score -1457126 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1457362.375000 Penalty: 4663.449707
	Iteration 20F: 3 clusters Score -1457362 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1457677.625000 Penalty: 4663.449707
	Iteration 21Q: 3 clusters Score -1457678 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1458035.750000 Penalty: 4663.449707
	Iteration 22Q: 3 clusters Score -1458036 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1458382.500000 Penalty: 4663.449707
	Iteration 23Q: 3 clusters Score -1458382 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1458676.875000 Penalty: 4663.449707
	Iteration 24Q: 3 clusters Score -1458677 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1458886.125000 Penalty: 4663.449707
	Iteration 25Q: 3 clusters Score -1458886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1459036.375000 Penalty: 4663.449707
	Iteration 26Q: 3 clusters Score -1459036 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1459144.625000 Penalty: 4663.449707
	Iteration 27Q: 3 clusters Score -1459145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1459215.750000 Penalty: 4663.449707
	Iteration 28Q: 3 clusters Score -1459216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1459270.000000 Penalty: 4663.449707
	Iteration 29Q: 3 clusters Score -1459270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1459304.000000 Penalty: 4663.449707
	Iteration 30Q: 3 clusters Score -1459304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1459324.000000 Penalty: 4663.449707
	Iteration 31Q: 3 clusters Score -1459324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1459343.125000 Penalty: 4663.449707
	Iteration 32Q: 3 clusters Score -1459343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1459350.375000 Penalty: 4663.449707
	Iteration 33Q: 3 clusters Score -1459350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1459364.375000 Penalty: 4663.449707
	Iteration 34Q: 3 clusters Score -1459364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1459370.000000 Penalty: 4663.449707
	Iteration 35Q: 3 clusters Score -1459370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1459375.000000 Penalty: 4663.449707
	Iteration 36Q: 3 clusters Score -1459375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1459374.875000 Penalty: 4663.449707
	Iteration 37Q: 3 clusters Score -1459375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1459383.000000 Penalty: 4663.449707
	Iteration 38Q: 3 clusters Score -1459383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1459386.500000 Penalty: 4663.449707
	Iteration 39Q: 3 clusters Score -1459386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1459390.625000 Penalty: 4663.449707
	Iteration 40F: 3 clusters Score -1459391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1459393.625000 Penalty: 4663.449707
	Iteration 41Q: 3 clusters Score -1459394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1459402.125000 Penalty: 4663.449707
	Iteration 42Q: 3 clusters Score -1459402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1459412.750000 Penalty: 4663.449707
	Iteration 43Q: 3 clusters Score -1459413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1459418.625000 Penalty: 4663.449707
	Iteration 44Q: 3 clusters Score -1459419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1459424.750000 Penalty: 4663.449707
	Iteration 45Q: 3 clusters Score -1459425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1459427.625000 Penalty: 4663.449707
	Iteration 46Q: 3 clusters Score -1459428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1459429.750000 Penalty: 4663.449707
	Iteration 47Q: 3 clusters Score -1459430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1459429.750000 Penalty: 4663.449707
	Iteration 48F: 3 clusters Score -1459430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Entering Unmasked Estep 
Score: -1657508.750000 Penalty: 2380.702881
	Iteration 0F: 2 clusters Score -1657509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1646716.625000 Penalty: 4761.405762
	Iteration 0F: 3 clusters Score -1646717 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1650308.875000 Penalty: 4761.405762
	Iteration 1F: 3 clusters Score -1650309 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1650834.750000 Penalty: 4761.405762
	Iteration 2F: 3 clusters Score -1650835 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1651339.125000 Penalty: 4761.405762
	Iteration 3F: 3 clusters Score -1651339 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1651839.250000 Penalty: 4761.405762
	Iteration 4F: 3 clusters Score -1651839 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1652302.375000 Penalty: 4761.405762
	Iteration 5F: 3 clusters Score -1652302 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1652818.750000 Penalty: 4761.405762
	Iteration 6F: 3 clusters Score -1652819 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1653318.250000 Penalty: 4761.405762
	Iteration 7F: 3 clusters Score -1653318 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1653787.125000 Penalty: 4761.405762
	Iteration 8Q: 3 clusters Score -1653787 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1654183.250000 Penalty: 4761.405762
	Iteration 9Q: 3 clusters Score -1654183 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1654500.250000 Penalty: 4761.405762
	Iteration 10Q: 3 clusters Score -1654500 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1654739.625000 Penalty: 4761.405762
	Iteration 11Q: 3 clusters Score -1654740 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1654931.750000 Penalty: 4761.405762
	Iteration 12Q: 3 clusters Score -1654932 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1655078.750000 Penalty: 4761.405762
	Iteration 13Q: 3 clusters Score -1655079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1655228.625000 Penalty: 4761.405762
	Iteration 14Q: 3 clusters Score -1655229 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1655362.750000 Penalty: 4761.405762
	Iteration 15Q: 3 clusters Score -1655363 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1655468.750000 Penalty: 4761.405762
	Iteration 16Q: 3 clusters Score -1655469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1655564.875000 Penalty: 4761.405762
	Iteration 17Q: 3 clusters Score -1655565 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1655655.250000 Penalty: 4761.405762
	Iteration 18Q: 3 clusters Score -1655655 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1655740.375000 Penalty: 4761.405762
	Iteration 19Q: 3 clusters Score -1655740 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1655829.250000 Penalty: 4761.405762
	Iteration 20F: 3 clusters Score -1655829 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1655923.250000 Penalty: 4761.405762
	Iteration 21Q: 3 clusters Score -1655923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1655979.125000 Penalty: 4761.405762
	Iteration 22Q: 3 clusters Score -1655979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1656020.250000 Penalty: 4761.405762
	Iteration 23Q: 3 clusters Score -1656020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1656043.750000 Penalty: 4761.405762
	Iteration 24Q: 3 clusters Score -1656044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1656063.875000 Penalty: 4761.405762
	Iteration 25Q: 3 clusters Score -1656064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1656083.125000 Penalty: 4761.405762
	Iteration 26Q: 3 clusters Score -1656083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1656103.250000 Penalty: 4761.405762
	Iteration 27Q: 3 clusters Score -1656103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1656114.500000 Penalty: 4761.405762
	Iteration 28Q: 3 clusters Score -1656114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1656126.375000 Penalty: 4761.405762
	Iteration 29Q: 3 clusters Score -1656126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1656138.125000 Penalty: 4761.405762
	Iteration 30Q: 3 clusters Score -1656138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1656136.000000 Penalty: 4761.405762
	Iteration 31Q: 3 clusters Score -1656136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1656144.625000 Penalty: 4761.405762
	Iteration 32Q: 3 clusters Score -1656145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1656148.250000 Penalty: 4761.405762
	Iteration 33Q: 3 clusters Score -1656148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1656156.750000 Penalty: 4761.405762
	Iteration 34Q: 3 clusters Score -1656157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1656157.375000 Penalty: 4761.405762
	Iteration 35Q: 3 clusters Score -1656157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1656162.750000 Penalty: 4761.405762
	Iteration 36Q: 3 clusters Score -1656163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1656162.500000 Penalty: 4761.405762
	Iteration 37Q: 3 clusters Score -1656162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1656162.250000 Penalty: 4761.405762
	Iteration 38Q: 3 clusters Score -1656162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1656171.875000 Penalty: 4761.405762
	Iteration 39Q: 3 clusters Score -1656172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1656171.875000 Penalty: 4761.405762
	Iteration 40F: 3 clusters Score -1656172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1656175.875000 Penalty: 4761.405762
	Iteration 41Q: 3 clusters Score -1656176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1656177.625000 Penalty: 4761.405762
	Iteration 42Q: 3 clusters Score -1656178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1656179.000000 Penalty: 4761.405762
	Iteration 43Q: 3 clusters Score -1656179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1656181.125000 Penalty: 4761.405762
	Iteration 44Q: 3 clusters Score -1656181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1656179.625000 Penalty: 4761.405762
	Iteration 45Q: 3 clusters Score -1656180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1656174.875000 Penalty: 4761.405762
	Iteration 46Q: 3 clusters Score -1656175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1656178.500000 Penalty: 4761.405762
	Iteration 47Q: 3 clusters Score -1656178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1656177.000000 Penalty: 4761.405762
	Iteration 48Q: 3 clusters Score -1656177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1656183.625000 Penalty: 4761.405762
	Iteration 49Q: 3 clusters Score -1656184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1656184.875000 Penalty: 4761.405762
	Iteration 50Q: 3 clusters Score -1656185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1656189.750000 Penalty: 4761.405762
	Iteration 51Q: 3 clusters Score -1656190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1656194.375000 Penalty: 4761.405762
	Iteration 52Q: 3 clusters Score -1656194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1656194.875000 Penalty: 4761.405762
	Iteration 53Q: 3 clusters Score -1656195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1656194.125000 Penalty: 4761.405762
	Iteration 54Q: 3 clusters Score -1656194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1656191.875000 Penalty: 4761.405762
	Iteration 55Q: 3 clusters Score -1656192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1656196.375000 Penalty: 4761.405762
	Iteration 56Q: 3 clusters Score -1656196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1656197.875000 Penalty: 4761.405762
	Iteration 57Q: 3 clusters Score -1656198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1656200.375000 Penalty: 4761.405762
	Iteration 58Q: 3 clusters Score -1656200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1656202.000000 Penalty: 4761.405762
	Iteration 59Q: 3 clusters Score -1656202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1656201.125000 Penalty: 4761.405762
	Iteration 60F: 3 clusters Score -1656201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1656200.250000 Penalty: 4761.405762
	Iteration 61Q: 3 clusters Score -1656200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1656201.125000 Penalty: 4761.405762
	Iteration 62Q: 3 clusters Score -1656201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1656203.000000 Penalty: 4761.405762
	Iteration 63Q: 3 clusters Score -1656203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1656204.250000 Penalty: 4761.405762
	Iteration 64Q: 3 clusters Score -1656204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1656204.250000 Penalty: 4761.405762
	Iteration 65F: 3 clusters Score -1656204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -203624.453125 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -203624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201160.984375 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -201161 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201575.062500 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -201575.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201688.484375 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -201688.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -201749.140625 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -201749.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -201780.296875 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -201780.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -201808.578125 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -201808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -201823.750000 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -201823.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -201835.218750 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -201835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -201844.625000 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -201844.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -201857.375000 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -201857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -201860.578125 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -201860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -201862.312500 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -201862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -201864.859375 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -201864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201867.437500 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -201867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -201869.468750 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -201869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201869.859375 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -201869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201869.859375 Penalty: 3711.410156
	Iteration 16F: 3 clusters Score -201869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -323017.406250 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -323017.4 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 1483 members 
Entering Unmasked Estep 
Score: -319840.687500 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -319840.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -320498.250000 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -320498.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320687.406250 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -320687.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -320812.468750 Penalty: 3950.566162
	Iteration 3F: 3 clusters Score -320812.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -320920.062500 Penalty: 3950.566162
	Iteration 4Q: 3 clusters Score -320920.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -320992.562500 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -320992.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321034.906250 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -321034.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -321073.937500 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -321073.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -321103.906250 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -321103.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321133.062500 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -321133.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321155.343750 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -321155.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321181.062500 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -321181.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -321199.781250 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -321199.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321217.093750 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -321217.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321237.625000 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -321237.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321255.593750 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -321255.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -321276.656250 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -321276.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -321294.593750 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -321294.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -321315.187500 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -321315.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321338.656250 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -321338.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -321366.375000 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -321366.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -321392.062500 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -321392.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -321420.531250 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -321420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -321443.468750 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -321443.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -321469.062500 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -321469.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321494.250000 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -321494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321508.906250 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -321508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -321524.156250 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -321524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -321543.031250 Penalty: 3950.566162
	Iteration 28Q: 3 clusters Score -321543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -321570.375000 Penalty: 3950.566162
	Iteration 29Q: 3 clusters Score -321570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -321584.875000 Penalty: 3950.566162
	Iteration 30Q: 3 clusters Score -321584.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321596.562500 Penalty: 3950.566162
	Iteration 31Q: 3 clusters Score -321596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -321604.500000 Penalty: 3950.566162
	Iteration 32Q: 3 clusters Score -321604.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -321612.062500 Penalty: 3950.566162
	Iteration 33Q: 3 clusters Score -321612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -321616.437500 Penalty: 3950.566162
	Iteration 34Q: 3 clusters Score -321616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -321619.093750 Penalty: 3950.566162
	Iteration 35Q: 3 clusters Score -321619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -321619.937500 Penalty: 3950.566162
	Iteration 36Q: 3 clusters Score -321619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -321619.937500 Penalty: 3950.566162
	Iteration 37F: 3 clusters Score -321619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -486448.375000 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -486448.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -482378.843750 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -482378.8 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -483396.406250 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -483396.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -483703.593750 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -483703.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -483950.093750 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -483950.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -484210.843750 Penalty: 4140.874512
	Iteration 4F: 3 clusters Score -484210.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -484513.093750 Penalty: 4140.874512
	Iteration 5F: 3 clusters Score -484513.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -484836.437500 Penalty: 4140.874512
	Iteration 6F: 3 clusters Score -484836.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -485241.343750 Penalty: 4140.874512
	Iteration 7F: 3 clusters Score -485241.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -485660.843750 Penalty: 4140.874512
	Iteration 8F: 3 clusters Score -485660.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -485960.375000 Penalty: 4140.874512
	Iteration 9F: 3 clusters Score -485960.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -486194.406250 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -486194.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -486342.000000 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -486342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -486394.562500 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -486394.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -486423.187500 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -486423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -486438.125000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -486438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -486447.843750 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -486447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -486454.968750 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -486455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -486458.562500 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -486458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -486458.562500 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -486458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -486460.000000 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -486460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -486459.781250 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -486459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -486460.906250 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -486460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -486459.656250 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -486459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -486459.656250 Penalty: 4140.874512
	Iteration 23F: 3 clusters Score -486459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66492 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5919 members 
Mstep: Class 32 contains 3248 members 
Mstep: Class 33 contains 2562 members 
Entering Unmasked Estep 
Score: -45038512.000000 Penalty: 105424.328125
Splitting cluster 20 changes total score from -45039564.000000 to -45038512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -442527.875000 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -442527.9 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 2276 members 
Entering Unmasked Estep 
Score: -438378.312500 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -438378.3 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -439661.718750 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -439661.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -440229.906250 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -440229.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -440840.437500 Penalty: 4169.616211
	Iteration 3F: 3 clusters Score -440840.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -441434.281250 Penalty: 4169.616211
	Iteration 4F: 3 clusters Score -441434.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -441876.218750 Penalty: 4169.616211
	Iteration 5F: 3 clusters Score -441876.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -442132.625000 Penalty: 4169.616211
	Iteration 6F: 3 clusters Score -442132.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -442317.718750 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -442317.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -442437.875000 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -442437.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442497.468750 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -442497.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -442526.250000 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -442526.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -442548.156250 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -442548.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -442565.031250 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -442565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -442580.156250 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -442580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -442597.468750 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -442597.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -442616.593750 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -442616.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -442630.250000 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -442630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -442643.281250 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -442643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -442653.406250 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -442653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -442659.937500 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -442659.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -442665.125000 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -442665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -442670.906250 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -442670.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -442676.968750 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -442677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -442679.343750 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -442679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -442679.000000 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -442679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -442679.000000 Penalty: 4169.616211
	Iteration 25F: 3 clusters Score -442679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 66492 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 77034 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 10952 members 
Mstep: Class 26 contains 72075 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 5919 members 
Mstep: Class 32 contains 3248 members 
Mstep: Class 33 contains 2197 members 
Entering Unmasked Estep 
Score: -45038512.000000 Penalty: 105424.328125
Splitting cluster 21 changes total score from -45039564.000000 to -45038512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -458422.593750 Penalty: 2058.346191
	Iteration 0F: 2 clusters Score -458422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -454497.156250 Penalty: 4116.692383
	Iteration 0F: 3 clusters Score -454497.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -455466.000000 Penalty: 4116.692383
	Iteration 1F: 3 clusters Score -455466 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -455660.968750 Penalty: 4116.692383
	Iteration 2F: 3 clusters Score -455661 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -455764.625000 Penalty: 4116.692383
	Iteration 3Q: 3 clusters Score -455764.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -455820.687500 Penalty: 4116.692383
	Iteration 4Q: 3 clusters Score -455820.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -455873.875000 Penalty: 4116.692383
	Iteration 5Q: 3 clusters Score -455873.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -455926.375000 Penalty: 4116.692383
	Iteration 6Q: 3 clusters Score -455926.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -455968.968750 Penalty: 4116.692383
	Iteration 7Q: 3 clusters Score -455969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -456018.437500 Penalty: 4116.692383
	Iteration 8Q: 3 clusters Score -456018.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -456061.500000 Penalty: 4116.692383
	Iteration 9Q: 3 clusters Score -456061.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -456105.281250 Penalty: 4116.692383
	Iteration 10Q: 3 clusters Score -456105.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -456152.593750 Penalty: 4116.692383
	Iteration 11Q: 3 clusters Score -456152.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -456199.218750 Penalty: 4116.692383
	Iteration 12Q: 3 clusters Score -456199.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -456249.812500 Penalty: 4116.692383
	Iteration 13Q: 3 clusters Score -456249.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -456292.843750 Penalty: 4116.692383
	Iteration 14Q: 3 clusters Score -456292.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -456324.531250 Penalty: 4116.692383
	Iteration 15Q: 3 clusters Score -456324.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -456363.218750 Penalty: 4116.692383
	Iteration 16Q: 3 clusters Score -456363.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -456403.343750 Penalty: 4116.692383
	Iteration 17Q: 3 clusters Score -456403.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -456434.656250 Penalty: 4116.692383
	Iteration 18Q: 3 clusters Score -456434.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -456466.093750 Penalty: 4116.692383
	Iteration 19Q: 3 clusters Score -456466.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -456499.468750 Penalty: 4116.692383
	Iteration 20F: 3 clusters Score -456499.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -456522.093750 Penalty: 4116.692383
	Iteration 21Q: 3 clusters Score -456522.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -456548.812500 Penalty: 4116.692383
	Iteration 22Q: 3 clusters Score -456548.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -456572.312500 Penalty: 4116.692383
	Iteration 23Q: 3 clusters Score -456572.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -456586.593750 Penalty: 4116.692383
	Iteration 24Q: 3 clusters Score -456586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -456597.781250 Penalty: 4116.692383
	Iteration 25Q: 3 clusters Score -456597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -456606.156250 Penalty: 4116.692383
	Iteration 26Q: 3 clusters Score -456606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -456613.781250 Penalty: 4116.692383
	Iteration 27Q: 3 clusters Score -456613.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -456626.625000 Penalty: 4116.692383
	Iteration 28Q: 3 clusters Score -456626.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -456635.812500 Penalty: 4116.692383
	Iteration 29Q: 3 clusters Score -456635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -456641.968750 Penalty: 4116.692383
	Iteration 30Q: 3 clusters Score -456642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -456648.156250 Penalty: 4116.692383
	Iteration 31Q: 3 clusters Score -456648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -456652.000000 Penalty: 4116.692383
	Iteration 32Q: 3 clusters Score -456652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -456653.000000 Penalty: 4116.692383
	Iteration 33Q: 3 clusters Score -456653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -456653.000000 Penalty: 4116.692383
	Iteration 34F: 3 clusters Score -456653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -951985.187500 Penalty: 2240.865723
	Iteration 0F: 2 clusters Score -951985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -945368.687500 Penalty: 4481.731445
	Iteration 0F: 3 clusters Score -945368.7 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -947146.812500 Penalty: 4481.731445
	Iteration 1F: 3 clusters Score -947146.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -947404.250000 Penalty: 4481.731445
	Iteration 2F: 3 clusters Score -947404.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -947620.062500 Penalty: 4481.731445
	Iteration 3F: 3 clusters Score -947620.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -947782.250000 Penalty: 4481.731445
	Iteration 4Q: 3 clusters Score -947782.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -947937.562500 Penalty: 4481.731445
	Iteration 5Q: 3 clusters Score -947937.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -948118.375000 Penalty: 4481.731445
	Iteration 6Q: 3 clusters Score -948118.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -948329.687500 Penalty: 4481.731445
	Iteration 7Q: 3 clusters Score -948329.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -948569.000000 Penalty: 4481.731445
	Iteration 8Q: 3 clusters Score -948569 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -948828.375000 Penalty: 4481.731445
	Iteration 9Q: 3 clusters Score -948828.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -949106.125000 Penalty: 4481.731445
	Iteration 10Q: 3 clusters Score -949106.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -949397.187500 Penalty: 4481.731445
	Iteration 11Q: 3 clusters Score -949397.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -949651.437500 Penalty: 4481.731445
	Iteration 12Q: 3 clusters Score -949651.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -949900.750000 Penalty: 4481.731445
	Iteration 13Q: 3 clusters Score -949900.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -950057.625000 Penalty: 4481.731445
	Iteration 14Q: 3 clusters Score -950057.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -950145.125000 Penalty: 4481.731445
	Iteration 15Q: 3 clusters Score -950145.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -950209.125000 Penalty: 4481.731445
	Iteration 16Q: 3 clusters Score -950209.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -950271.500000 Penalty: 4481.731445
	Iteration 17Q: 3 clusters Score -950271.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -950326.625000 Penalty: 4481.731445
	Iteration 18Q: 3 clusters Score -950326.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -950379.125000 Penalty: 4481.731445
	Iteration 19Q: 3 clusters Score -950379.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -950434.937500 Penalty: 4481.731445
	Iteration 20F: 3 clusters Score -950434.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -950474.500000 Penalty: 4481.731445
	Iteration 21Q: 3 clusters Score -950474.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -950499.062500 Penalty: 4481.731445
	Iteration 22Q: 3 clusters Score -950499.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -950521.812500 Penalty: 4481.731445
	Iteration 23Q: 3 clusters Score -950521.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -950540.187500 Penalty: 4481.731445
	Iteration 24Q: 3 clusters Score -950540.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -950552.750000 Penalty: 4481.731445
	Iteration 25Q: 3 clusters Score -950552.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -950565.000000 Penalty: 4481.731445
	Iteration 26Q: 3 clusters Score -950565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -950578.375000 Penalty: 4481.731445
	Iteration 27Q: 3 clusters Score -950578.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -950589.812500 Penalty: 4481.731445
	Iteration 28Q: 3 clusters Score -950589.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -950599.625000 Penalty: 4481.731445
	Iteration 29Q: 3 clusters Score -950599.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -950607.562500 Penalty: 4481.731445
	Iteration 30Q: 3 clusters Score -950607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -950619.437500 Penalty: 4481.731445
	Iteration 31Q: 3 clusters Score -950619.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -950627.750000 Penalty: 4481.731445
	Iteration 32Q: 3 clusters Score -950627.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -950631.812500 Penalty: 4481.731445
	Iteration 33Q: 3 clusters Score -950631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -950636.875000 Penalty: 4481.731445
	Iteration 34Q: 3 clusters Score -950636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -950640.375000 Penalty: 4481.731445
	Iteration 35Q: 3 clusters Score -950640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -950641.375000 Penalty: 4481.731445
	Iteration 36Q: 3 clusters Score -950641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -950647.125000 Penalty: 4481.731445
	Iteration 37Q: 3 clusters Score -950647.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -950650.312500 Penalty: 4481.731445
	Iteration 38Q: 3 clusters Score -950650.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -950656.000000 Penalty: 4481.731445
	Iteration 39Q: 3 clusters Score -950656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -950658.937500 Penalty: 4481.731445
	Iteration 40F: 3 clusters Score -950658.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -950662.500000 Penalty: 4481.731445
	Iteration 41Q: 3 clusters Score -950662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -950665.937500 Penalty: 4481.731445
	Iteration 42Q: 3 clusters Score -950665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -950669.187500 Penalty: 4481.731445
	Iteration 43Q: 3 clusters Score -950669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -950670.812500 Penalty: 4481.731445
	Iteration 44Q: 3 clusters Score -950670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -950670.937500 Penalty: 4481.731445
	Iteration 45Q: 3 clusters Score -950670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -950673.375000 Penalty: 4481.731445
	Iteration 46Q: 3 clusters Score -950673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -950673.312500 Penalty: 4481.731445
	Iteration 47Q: 3 clusters Score -950673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -950675.625000 Penalty: 4481.731445
	Iteration 48Q: 3 clusters Score -950675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -950676.062500 Penalty: 4481.731445
	Iteration 49Q: 3 clusters Score -950676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -950680.062500 Penalty: 4481.731445
	Iteration 50Q: 3 clusters Score -950680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -950681.625000 Penalty: 4481.731445
	Iteration 51Q: 3 clusters Score -950681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -950684.437500 Penalty: 4481.731445
	Iteration 52Q: 3 clusters Score -950684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -950685.812500 Penalty: 4481.731445
	Iteration 53Q: 3 clusters Score -950685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -950685.437500 Penalty: 4481.731445
	Iteration 54Q: 3 clusters Score -950685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -950688.187500 Penalty: 4481.731445
	Iteration 55Q: 3 clusters Score -950688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -950689.250000 Penalty: 4481.731445
	Iteration 56Q: 3 clusters Score -950689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -950688.875000 Penalty: 4481.731445
	Iteration 57Q: 3 clusters Score -950688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -950690.187500 Penalty: 4481.731445
	Iteration 58Q: 3 clusters Score -950690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -950690.562500 Penalty: 4481.731445
	Iteration 59Q: 3 clusters Score -950690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -950688.562500 Penalty: 4481.731445
	Iteration 60F: 3 clusters Score -950688.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -1021971.687500 Penalty: 2249.484863
	Iteration 0F: 2 clusters Score -1021972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1015171.500000 Penalty: 4498.969727
	Iteration 0F: 3 clusters Score -1015172 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1016935.062500 Penalty: 4498.969727
	Iteration 1F: 3 clusters Score -1016935 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1017270.062500 Penalty: 4498.969727
	Iteration 2F: 3 clusters Score -1017270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1017524.000000 Penalty: 4498.969727
	Iteration 3F: 3 clusters Score -1017524 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1017754.562500 Penalty: 4498.969727
	Iteration 4Q: 3 clusters Score -1017755 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1018007.750000 Penalty: 4498.969727
	Iteration 5Q: 3 clusters Score -1018008 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1018319.062500 Penalty: 4498.969727
	Iteration 6F: 3 clusters Score -1018319 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1018698.687500 Penalty: 4498.969727
	Iteration 7F: 3 clusters Score -1018699 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1019131.312500 Penalty: 4498.969727
	Iteration 8F: 3 clusters Score -1019131 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1019571.625000 Penalty: 4498.969727
	Iteration 9F: 3 clusters Score -1019572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1019984.562500 Penalty: 4498.969727
	Iteration 10F: 3 clusters Score -1019985 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1020287.375000 Penalty: 4498.969727
	Iteration 11Q: 3 clusters Score -1020287 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1020507.562500 Penalty: 4498.969727
	Iteration 12Q: 3 clusters Score -1020508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1020671.250000 Penalty: 4498.969727
	Iteration 13Q: 3 clusters Score -1020671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1020777.812500 Penalty: 4498.969727
	Iteration 14Q: 3 clusters Score -1020778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1020845.875000 Penalty: 4498.969727
	Iteration 15Q: 3 clusters Score -1020846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1020885.062500 Penalty: 4498.969727
	Iteration 16Q: 3 clusters Score -1020885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1020916.687500 Penalty: 4498.969727
	Iteration 17Q: 3 clusters Score -1020917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1020937.187500 Penalty: 4498.969727
	Iteration 18Q: 3 clusters Score -1020937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1020958.625000 Penalty: 4498.969727
	Iteration 19Q: 3 clusters Score -1020959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1020974.875000 Penalty: 4498.969727
	Iteration 20F: 3 clusters Score -1020975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1020994.562500 Penalty: 4498.969727
	Iteration 21Q: 3 clusters Score -1020995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1021004.875000 Penalty: 4498.969727
	Iteration 22Q: 3 clusters Score -1021005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1021014.437500 Penalty: 4498.969727
	Iteration 23Q: 3 clusters Score -1021014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1021021.437500 Penalty: 4498.969727
	Iteration 24Q: 3 clusters Score -1021021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1021024.875000 Penalty: 4498.969727
	Iteration 25Q: 3 clusters Score -1021025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1021028.875000 Penalty: 4498.969727
	Iteration 26Q: 3 clusters Score -1021029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1021027.750000 Penalty: 4498.969727
	Iteration 27Q: 3 clusters Score -1021028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1021029.187500 Penalty: 4498.969727
	Iteration 28Q: 3 clusters Score -1021029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1021031.250000 Penalty: 4498.969727
	Iteration 29Q: 3 clusters Score -1021031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1021033.687500 Penalty: 4498.969727
	Iteration 30Q: 3 clusters Score -1021034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1021032.125000 Penalty: 4498.969727
	Iteration 31Q: 3 clusters Score -1021032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1021033.062500 Penalty: 4498.969727
	Iteration 32Q: 3 clusters Score -1021033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1021033.437500 Penalty: 4498.969727
	Iteration 33Q: 3 clusters Score -1021033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1021034.187500 Penalty: 4498.969727
	Iteration 34Q: 3 clusters Score -1021034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1021035.562500 Penalty: 4498.969727
	Iteration 35Q: 3 clusters Score -1021036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1021036.625000 Penalty: 4498.969727
	Iteration 36Q: 3 clusters Score -1021037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1021038.375000 Penalty: 4498.969727
	Iteration 37Q: 3 clusters Score -1021038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1021038.250000 Penalty: 4498.969727
	Iteration 38Q: 3 clusters Score -1021038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1021041.687500 Penalty: 4498.969727
	Iteration 39Q: 3 clusters Score -1021042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1021042.000000 Penalty: 4498.969727
	Iteration 40F: 3 clusters Score -1021042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1021042.875000 Penalty: 4498.969727
	Iteration 41Q: 3 clusters Score -1021043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1021044.187500 Penalty: 4498.969727
	Iteration 42Q: 3 clusters Score -1021044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1021045.000000 Penalty: 4498.969727
	Iteration 43Q: 3 clusters Score -1021045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1021048.750000 Penalty: 4498.969727
	Iteration 44Q: 3 clusters Score -1021049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1021049.125000 Penalty: 4498.969727
	Iteration 45Q: 3 clusters Score -1021049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1021048.000000 Penalty: 4498.969727
	Iteration 46Q: 3 clusters Score -1021048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1021048.687500 Penalty: 4498.969727
	Iteration 47Q: 3 clusters Score -1021049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1021051.562500 Penalty: 4498.969727
	Iteration 48Q: 3 clusters Score -1021052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1021053.625000 Penalty: 4498.969727
	Iteration 49Q: 3 clusters Score -1021054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1021053.625000 Penalty: 4498.969727
	Iteration 50F: 3 clusters Score -1021054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Entering Unmasked Estep 
Score: -1206464.625000 Penalty: 2306.716797
	Iteration 0F: 2 clusters Score -1206465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1198153.625000 Penalty: 4613.433594
	Iteration 0F: 3 clusters Score -1198154 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1200871.250000 Penalty: 4613.433594
	Iteration 1F: 3 clusters Score -1200871 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1201338.625000 Penalty: 4613.433594
	Iteration 2F: 3 clusters Score -1201339 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1201735.875000 Penalty: 4613.433594
	Iteration 3F: 3 clusters Score -1201736 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1202122.375000 Penalty: 4613.433594
	Iteration 4F: 3 clusters Score -1202122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1202488.250000 Penalty: 4613.433594
	Iteration 5F: 3 clusters Score -1202488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1202843.375000 Penalty: 4613.433594
	Iteration 6F: 3 clusters Score -1202843 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1203179.000000 Penalty: 4613.433594
	Iteration 7Q: 3 clusters Score -1203179 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1203479.625000 Penalty: 4613.433594
	Iteration 8Q: 3 clusters Score -1203480 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1203726.000000 Penalty: 4613.433594
	Iteration 9Q: 3 clusters Score -1203726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1203941.750000 Penalty: 4613.433594
	Iteration 10Q: 3 clusters Score -1203942 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1204074.625000 Penalty: 4613.433594
	Iteration 11Q: 3 clusters Score -1204075 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1204173.125000 Penalty: 4613.433594
	Iteration 12Q: 3 clusters Score -1204173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1204246.375000 Penalty: 4613.433594
	Iteration 13Q: 3 clusters Score -1204246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1204298.500000 Penalty: 4613.433594
	Iteration 14Q: 3 clusters Score -1204298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1204351.500000 Penalty: 4613.433594
	Iteration 15Q: 3 clusters Score -1204352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1204394.500000 Penalty: 4613.433594
	Iteration 16Q: 3 clusters Score -1204394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1204441.250000 Penalty: 4613.433594
	Iteration 17Q: 3 clusters Score -1204441 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1204486.125000 Penalty: 4613.433594
	Iteration 18Q: 3 clusters Score -1204486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1204525.625000 Penalty: 4613.433594
	Iteration 19Q: 3 clusters Score -1204526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1204559.125000 Penalty: 4613.433594
	Iteration 20F: 3 clusters Score -1204559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1204590.250000 Penalty: 4613.433594
	Iteration 21Q: 3 clusters Score -1204590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1204622.875000 Penalty: 4613.433594
	Iteration 22Q: 3 clusters Score -1204623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1204652.750000 Penalty: 4613.433594
	Iteration 23Q: 3 clusters Score -1204653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1204681.250000 Penalty: 4613.433594
	Iteration 24Q: 3 clusters Score -1204681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1204711.625000 Penalty: 4613.433594
	Iteration 25Q: 3 clusters Score -1204712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1204744.250000 Penalty: 4613.433594
	Iteration 26Q: 3 clusters Score -1204744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1204770.250000 Penalty: 4613.433594
	Iteration 27Q: 3 clusters Score -1204770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1204793.250000 Penalty: 4613.433594
	Iteration 28Q: 3 clusters Score -1204793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1204815.125000 Penalty: 4613.433594
	Iteration 29Q: 3 clusters Score -1204815 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1204835.750000 Penalty: 4613.433594
	Iteration 30Q: 3 clusters Score -1204836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1204850.250000 Penalty: 4613.433594
	Iteration 31Q: 3 clusters Score -1204850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1204867.375000 Penalty: 4613.433594
	Iteration 32Q: 3 clusters Score -1204867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1204886.500000 Penalty: 4613.433594
	Iteration 33Q: 3 clusters Score -1204886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1204905.875000 Penalty: 4613.433594
	Iteration 34Q: 3 clusters Score -1204906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1204923.500000 Penalty: 4613.433594
	Iteration 35Q: 3 clusters Score -1204924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1204938.625000 Penalty: 4613.433594
	Iteration 36Q: 3 clusters Score -1204939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1204950.750000 Penalty: 4613.433594
	Iteration 37Q: 3 clusters Score -1204951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1204969.125000 Penalty: 4613.433594
	Iteration 38Q: 3 clusters Score -1204969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1204981.125000 Penalty: 4613.433594
	Iteration 39Q: 3 clusters Score -1204981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1204989.500000 Penalty: 4613.433594
	Iteration 40F: 3 clusters Score -1204990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1205006.625000 Penalty: 4613.433594
	Iteration 41Q: 3 clusters Score -1205007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1205012.750000 Penalty: 4613.433594
	Iteration 42Q: 3 clusters Score -1205013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1205028.500000 Penalty: 4613.433594
	Iteration 43Q: 3 clusters Score -1205028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1205042.750000 Penalty: 4613.433594
	Iteration 44Q: 3 clusters Score -1205043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1205052.625000 Penalty: 4613.433594
	Iteration 45Q: 3 clusters Score -1205053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1205052.250000 Penalty: 4613.433594
	Iteration 46Q: 3 clusters Score -1205052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1205060.625000 Penalty: 4613.433594
	Iteration 47Q: 3 clusters Score -1205061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1205066.250000 Penalty: 4613.433594
	Iteration 48Q: 3 clusters Score -1205066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1205074.875000 Penalty: 4613.433594
	Iteration 49Q: 3 clusters Score -1205075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1205082.125000 Penalty: 4613.433594
	Iteration 50Q: 3 clusters Score -1205082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1205086.500000 Penalty: 4613.433594
	Iteration 51Q: 3 clusters Score -1205086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1205090.625000 Penalty: 4613.433594
	Iteration 52Q: 3 clusters Score -1205091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1205093.750000 Penalty: 4613.433594
	Iteration 53Q: 3 clusters Score -1205094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1205098.125000 Penalty: 4613.433594
	Iteration 54Q: 3 clusters Score -1205098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1205100.125000 Penalty: 4613.433594
	Iteration 55Q: 3 clusters Score -1205100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1205101.625000 Penalty: 4613.433594
	Iteration 56Q: 3 clusters Score -1205102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1205104.625000 Penalty: 4613.433594
	Iteration 57Q: 3 clusters Score -1205105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1205112.250000 Penalty: 4613.433594
	Iteration 58Q: 3 clusters Score -1205112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1205112.250000 Penalty: 4613.433594
	Iteration 59Q: 3 clusters Score -1205112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1205119.375000 Penalty: 4613.433594
	Iteration 60F: 3 clusters Score -1205119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1205121.375000 Penalty: 4613.433594
	Iteration 61Q: 3 clusters Score -1205121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1205124.750000 Penalty: 4613.433594
	Iteration 62Q: 3 clusters Score -1205125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1205130.375000 Penalty: 4613.433594
	Iteration 63Q: 3 clusters Score -1205130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1205133.750000 Penalty: 4613.433594
	Iteration 64Q: 3 clusters Score -1205134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1205140.875000 Penalty: 4613.433594
	Iteration 65Q: 3 clusters Score -1205141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1205144.875000 Penalty: 4613.433594
	Iteration 66Q: 3 clusters Score -1205145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1205150.375000 Penalty: 4613.433594
	Iteration 67Q: 3 clusters Score -1205150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1205158.000000 Penalty: 4613.433594
	Iteration 68Q: 3 clusters Score -1205158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1205163.250000 Penalty: 4613.433594
	Iteration 69Q: 3 clusters Score -1205163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1205174.250000 Penalty: 4613.433594
	Iteration 70Q: 3 clusters Score -1205174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1205180.125000 Penalty: 4613.433594
	Iteration 71Q: 3 clusters Score -1205180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1205183.625000 Penalty: 4613.433594
	Iteration 72Q: 3 clusters Score -1205184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1205189.250000 Penalty: 4613.433594
	Iteration 73Q: 3 clusters Score -1205189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1205196.375000 Penalty: 4613.433594
	Iteration 74Q: 3 clusters Score -1205196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1205199.125000 Penalty: 4613.433594
	Iteration 75Q: 3 clusters Score -1205199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1205202.500000 Penalty: 4613.433594
	Iteration 76Q: 3 clusters Score -1205202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1205202.250000 Penalty: 4613.433594
	Iteration 77Q: 3 clusters Score -1205202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1205207.750000 Penalty: 4613.433594
	Iteration 78Q: 3 clusters Score -1205208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1205211.750000 Penalty: 4613.433594
	Iteration 79Q: 3 clusters Score -1205212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1205215.250000 Penalty: 4613.433594
	Iteration 80F: 3 clusters Score -1205215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1205221.625000 Penalty: 4613.433594
	Iteration 81Q: 3 clusters Score -1205222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1205223.625000 Penalty: 4613.433594
	Iteration 82Q: 3 clusters Score -1205224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1205227.250000 Penalty: 4613.433594
	Iteration 83Q: 3 clusters Score -1205227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1205229.125000 Penalty: 4613.433594
	Iteration 84Q: 3 clusters Score -1205229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1205234.000000 Penalty: 4613.433594
	Iteration 85Q: 3 clusters Score -1205234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1205239.125000 Penalty: 4613.433594
	Iteration 86Q: 3 clusters Score -1205239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1205238.000000 Penalty: 4613.433594
	Iteration 87Q: 3 clusters Score -1205238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1205241.500000 Penalty: 4613.433594
	Iteration 88Q: 3 clusters Score -1205242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1205242.500000 Penalty: 4613.433594
	Iteration 89Q: 3 clusters Score -1205242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1205246.750000 Penalty: 4613.433594
	Iteration 90Q: 3 clusters Score -1205247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1205251.625000 Penalty: 4613.433594
	Iteration 91Q: 3 clusters Score -1205252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1205253.750000 Penalty: 4613.433594
	Iteration 92Q: 3 clusters Score -1205254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1205258.625000 Penalty: 4613.433594
	Iteration 93Q: 3 clusters Score -1205259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1205269.625000 Penalty: 4613.433594
	Iteration 94Q: 3 clusters Score -1205270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1205275.875000 Penalty: 4613.433594
	Iteration 95Q: 3 clusters Score -1205276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1205280.750000 Penalty: 4613.433594
	Iteration 96Q: 3 clusters Score -1205281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1205288.000000 Penalty: 4613.433594
	Iteration 97Q: 3 clusters Score -1205288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1205296.125000 Penalty: 4613.433594
	Iteration 98Q: 3 clusters Score -1205296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1205295.750000 Penalty: 4613.433594
	Iteration 99Q: 3 clusters Score -1205296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1205300.125000 Penalty: 4613.433594
	Iteration 100F: 3 clusters Score -1205300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1205303.500000 Penalty: 4613.433594
	Iteration 101Q: 3 clusters Score -1205304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1205306.375000 Penalty: 4613.433594
	Iteration 102Q: 3 clusters Score -1205306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1205310.875000 Penalty: 4613.433594
	Iteration 103Q: 3 clusters Score -1205311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1205312.875000 Penalty: 4613.433594
	Iteration 104Q: 3 clusters Score -1205313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1205317.875000 Penalty: 4613.433594
	Iteration 105Q: 3 clusters Score -1205318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1205318.000000 Penalty: 4613.433594
	Iteration 106Q: 3 clusters Score -1205318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1205323.875000 Penalty: 4613.433594
	Iteration 107Q: 3 clusters Score -1205324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1205325.875000 Penalty: 4613.433594
	Iteration 108Q: 3 clusters Score -1205326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1205327.500000 Penalty: 4613.433594
	Iteration 109Q: 3 clusters Score -1205328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1205329.500000 Penalty: 4613.433594
	Iteration 110Q: 3 clusters Score -1205330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1205330.750000 Penalty: 4613.433594
	Iteration 111Q: 3 clusters Score -1205331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1205335.125000 Penalty: 4613.433594
	Iteration 112Q: 3 clusters Score -1205335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1205339.000000 Penalty: 4613.433594
	Iteration 113Q: 3 clusters Score -1205339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1205337.750000 Penalty: 4613.433594
	Iteration 114Q: 3 clusters Score -1205338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1205339.625000 Penalty: 4613.433594
	Iteration 115Q: 3 clusters Score -1205340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1205339.375000 Penalty: 4613.433594
	Iteration 116Q: 3 clusters Score -1205339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1205342.000000 Penalty: 4613.433594
	Iteration 117Q: 3 clusters Score -1205342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1205342.500000 Penalty: 4613.433594
	Iteration 118Q: 3 clusters Score -1205342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1205341.500000 Penalty: 4613.433594
	Iteration 119Q: 3 clusters Score -1205342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1205342.250000 Penalty: 4613.433594
	Iteration 120F: 3 clusters Score -1205342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1205343.625000 Penalty: 4613.433594
	Iteration 121Q: 3 clusters Score -1205344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1205343.625000 Penalty: 4613.433594
	Iteration 122F: 3 clusters Score -1205344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (72075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Entering Unmasked Estep 
Score: -8615421.000000 Penalty: 2773.994873
	Iteration 0F: 2 clusters Score -8615421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8567204.000000 Penalty: 5547.989746
	Iteration 0F: 3 clusters Score -8567204 nChanged 33694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -8586250.000000 Penalty: 5547.989746
	Iteration 1F: 3 clusters Score -8586250 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -8586929.000000 Penalty: 5547.989746
	Iteration 2Q: 3 clusters Score -8586929 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -8587754.000000 Penalty: 5547.989746
	Iteration 3Q: 3 clusters Score -8587754 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -8588912.000000 Penalty: 5547.989746
	Iteration 4Q: 3 clusters Score -8588912 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -8590565.000000 Penalty: 5547.989746
	Iteration 5F: 3 clusters Score -8590565 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -8593144.000000 Penalty: 5547.989746
	Iteration 6F: 3 clusters Score -8593144 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -8596711.000000 Penalty: 5547.989746
	Iteration 7F: 3 clusters Score -8596711 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -8600829.000000 Penalty: 5547.989746
	Iteration 8F: 3 clusters Score -8600829 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -8604866.000000 Penalty: 5547.989746
	Iteration 9F: 3 clusters Score -8604866 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8608072.000000 Penalty: 5547.989746
	Iteration 10F: 3 clusters Score -8608072 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8610275.000000 Penalty: 5547.989746
	Iteration 11Q: 3 clusters Score -8610275 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8611549.000000 Penalty: 5547.989746
	Iteration 12Q: 3 clusters Score -8611549 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8612253.000000 Penalty: 5547.989746
	Iteration 13Q: 3 clusters Score -8612253 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8612599.000000 Penalty: 5547.989746
	Iteration 14Q: 3 clusters Score -8612599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8612746.000000 Penalty: 5547.989746
	Iteration 15Q: 3 clusters Score -8612746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8612825.000000 Penalty: 5547.989746
	Iteration 16Q: 3 clusters Score -8612825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8612875.000000 Penalty: 5547.989746
	Iteration 17Q: 3 clusters Score -8612875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8612916.000000 Penalty: 5547.989746
	Iteration 18Q: 3 clusters Score -8612916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8612962.000000 Penalty: 5547.989746
	Iteration 19Q: 3 clusters Score -8612962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8613003.000000 Penalty: 5547.989746
	Iteration 20F: 3 clusters Score -8613003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8613026.000000 Penalty: 5547.989746
	Iteration 21Q: 3 clusters Score -8613026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8613040.000000 Penalty: 5547.989746
	Iteration 22Q: 3 clusters Score -8613040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71633 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8613058.000000 Penalty: 5547.989746
	Iteration 23Q: 3 clusters Score -8613058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8613069.000000 Penalty: 5547.989746
	Iteration 24Q: 3 clusters Score -8613069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8613086.000000 Penalty: 5547.989746
	Iteration 25Q: 3 clusters Score -8613086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8613093.000000 Penalty: 5547.989746
	Iteration 26Q: 3 clusters Score -8613093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8613093.000000 Penalty: 5547.989746
	Iteration 27Q: 3 clusters Score -8613093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8613102.000000 Penalty: 5547.989746
	Iteration 28Q: 3 clusters Score -8613102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8613100.000000 Penalty: 5547.989746
	Iteration 29Q: 3 clusters Score -8613100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8613106.000000 Penalty: 5547.989746
	Iteration 30Q: 3 clusters Score -8613106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8613106.000000 Penalty: 5547.989746
	Iteration 31F: 3 clusters Score -8613106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -613879.687500 Penalty: 2122.989990
	Iteration 0F: 2 clusters Score -613879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -609222.187500 Penalty: 4245.979980
	Iteration 0F: 3 clusters Score -609222.2 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -610389.750000 Penalty: 4245.979980
	Iteration 1F: 3 clusters Score -610389.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -610649.125000 Penalty: 4245.979980
	Iteration 2F: 3 clusters Score -610649.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -610850.812500 Penalty: 4245.979980
	Iteration 3F: 3 clusters Score -610850.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -611003.750000 Penalty: 4245.979980
	Iteration 4F: 3 clusters Score -611003.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -611111.312500 Penalty: 4245.979980
	Iteration 5Q: 3 clusters Score -611111.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -611195.062500 Penalty: 4245.979980
	Iteration 6Q: 3 clusters Score -611195.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -611271.187500 Penalty: 4245.979980
	Iteration 7Q: 3 clusters Score -611271.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -611334.000000 Penalty: 4245.979980
	Iteration 8Q: 3 clusters Score -611334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -611408.312500 Penalty: 4245.979980
	Iteration 9Q: 3 clusters Score -611408.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -611470.187500 Penalty: 4245.979980
	Iteration 10Q: 3 clusters Score -611470.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -611527.062500 Penalty: 4245.979980
	Iteration 11Q: 3 clusters Score -611527.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -611583.000000 Penalty: 4245.979980
	Iteration 12Q: 3 clusters Score -611583 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -611635.187500 Penalty: 4245.979980
	Iteration 13Q: 3 clusters Score -611635.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -611677.562500 Penalty: 4245.979980
	Iteration 14Q: 3 clusters Score -611677.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -611713.000000 Penalty: 4245.979980
	Iteration 15Q: 3 clusters Score -611713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -611743.687500 Penalty: 4245.979980
	Iteration 16Q: 3 clusters Score -611743.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -611770.812500 Penalty: 4245.979980
	Iteration 17Q: 3 clusters Score -611770.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -611794.562500 Penalty: 4245.979980
	Iteration 18Q: 3 clusters Score -611794.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -611816.687500 Penalty: 4245.979980
	Iteration 19Q: 3 clusters Score -611816.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -611839.750000 Penalty: 4245.979980
	Iteration 20F: 3 clusters Score -611839.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -611870.000000 Penalty: 4245.979980
	Iteration 21Q: 3 clusters Score -611870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -611895.000000 Penalty: 4245.979980
	Iteration 22Q: 3 clusters Score -611895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -611920.125000 Penalty: 4245.979980
	Iteration 23Q: 3 clusters Score -611920.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -611946.375000 Penalty: 4245.979980
	Iteration 24Q: 3 clusters Score -611946.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -611969.000000 Penalty: 4245.979980
	Iteration 25Q: 3 clusters Score -611969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -611994.687500 Penalty: 4245.979980
	Iteration 26Q: 3 clusters Score -611994.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -612025.500000 Penalty: 4245.979980
	Iteration 27Q: 3 clusters Score -612025.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -612055.937500 Penalty: 4245.979980
	Iteration 28Q: 3 clusters Score -612055.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -612074.375000 Penalty: 4245.979980
	Iteration 29Q: 3 clusters Score -612074.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -612092.375000 Penalty: 4245.979980
	Iteration 30Q: 3 clusters Score -612092.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -612108.562500 Penalty: 4245.979980
	Iteration 31Q: 3 clusters Score -612108.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -612133.625000 Penalty: 4245.979980
	Iteration 32Q: 3 clusters Score -612133.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -612159.812500 Penalty: 4245.979980
	Iteration 33Q: 3 clusters Score -612159.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -612180.312500 Penalty: 4245.979980
	Iteration 34Q: 3 clusters Score -612180.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -612196.562500 Penalty: 4245.979980
	Iteration 35Q: 3 clusters Score -612196.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -612209.375000 Penalty: 4245.979980
	Iteration 36Q: 3 clusters Score -612209.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -612219.062500 Penalty: 4245.979980
	Iteration 37Q: 3 clusters Score -612219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -612228.500000 Penalty: 4245.979980
	Iteration 38Q: 3 clusters Score -612228.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -612236.750000 Penalty: 4245.979980
	Iteration 39Q: 3 clusters Score -612236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -612247.812500 Penalty: 4245.979980
	Iteration 40F: 3 clusters Score -612247.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -612256.125000 Penalty: 4245.979980
	Iteration 41Q: 3 clusters Score -612256.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -612265.562500 Penalty: 4245.979980
	Iteration 42Q: 3 clusters Score -612265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -612276.125000 Penalty: 4245.979980
	Iteration 43Q: 3 clusters Score -612276.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -612284.875000 Penalty: 4245.979980
	Iteration 44Q: 3 clusters Score -612284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -612294.562500 Penalty: 4245.979980
	Iteration 45Q: 3 clusters Score -612294.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -612305.250000 Penalty: 4245.979980
	Iteration 46Q: 3 clusters Score -612305.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -612318.000000 Penalty: 4245.979980
	Iteration 47Q: 3 clusters Score -612318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -612329.062500 Penalty: 4245.979980
	Iteration 48Q: 3 clusters Score -612329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -612337.000000 Penalty: 4245.979980
	Iteration 49Q: 3 clusters Score -612337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -612340.437500 Penalty: 4245.979980
	Iteration 50Q: 3 clusters Score -612340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -612343.375000 Penalty: 4245.979980
	Iteration 51Q: 3 clusters Score -612343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -612345.187500 Penalty: 4245.979980
	Iteration 52Q: 3 clusters Score -612345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -612345.750000 Penalty: 4245.979980
	Iteration 53Q: 3 clusters Score -612345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -612350.562500 Penalty: 4245.979980
	Iteration 54Q: 3 clusters Score -612350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -612353.125000 Penalty: 4245.979980
	Iteration 55Q: 3 clusters Score -612353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -612355.312500 Penalty: 4245.979980
	Iteration 56Q: 3 clusters Score -612355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -612359.437500 Penalty: 4245.979980
	Iteration 57Q: 3 clusters Score -612359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -612364.187500 Penalty: 4245.979980
	Iteration 58Q: 3 clusters Score -612364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -612369.687500 Penalty: 4245.979980
	Iteration 59Q: 3 clusters Score -612369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -612372.437500 Penalty: 4245.979980
	Iteration 60F: 3 clusters Score -612372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -612375.062500 Penalty: 4245.979980
	Iteration 61Q: 3 clusters Score -612375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -612376.875000 Penalty: 4245.979980
	Iteration 62Q: 3 clusters Score -612376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -612377.625000 Penalty: 4245.979980
	Iteration 63Q: 3 clusters Score -612377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -612377.625000 Penalty: 4245.979980
	Iteration 64F: 3 clusters Score -612377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Entering Unmasked Estep 
Score: -424803.687500 Penalty: 2042.500854
	Iteration 0F: 2 clusters Score -424803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -421066.468750 Penalty: 4085.001709
	Iteration 0F: 3 clusters Score -421066.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -421922.031250 Penalty: 4085.001709
	Iteration 1F: 3 clusters Score -421922 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -422139.656250 Penalty: 4085.001709
	Iteration 2F: 3 clusters Score -422139.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -422297.156250 Penalty: 4085.001709
	Iteration 3F: 3 clusters Score -422297.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -422478.812500 Penalty: 4085.001709
	Iteration 4F: 3 clusters Score -422478.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -422655.468750 Penalty: 4085.001709
	Iteration 5F: 3 clusters Score -422655.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -422805.843750 Penalty: 4085.001709
	Iteration 6Q: 3 clusters Score -422805.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -422931.531250 Penalty: 4085.001709
	Iteration 7Q: 3 clusters Score -422931.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -423033.562500 Penalty: 4085.001709
	Iteration 8Q: 3 clusters Score -423033.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -423107.875000 Penalty: 4085.001709
	Iteration 9Q: 3 clusters Score -423107.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -423165.031250 Penalty: 4085.001709
	Iteration 10Q: 3 clusters Score -423165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -423200.375000 Penalty: 4085.001709
	Iteration 11Q: 3 clusters Score -423200.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -423229.593750 Penalty: 4085.001709
	Iteration 12Q: 3 clusters Score -423229.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -423253.156250 Penalty: 4085.001709
	Iteration 13Q: 3 clusters Score -423253.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -423282.843750 Penalty: 4085.001709
	Iteration 14Q: 3 clusters Score -423282.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -423306.125000 Penalty: 4085.001709
	Iteration 15Q: 3 clusters Score -423306.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -423329.500000 Penalty: 4085.001709
	Iteration 16Q: 3 clusters Score -423329.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -423349.625000 Penalty: 4085.001709
	Iteration 17Q: 3 clusters Score -423349.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -423369.468750 Penalty: 4085.001709
	Iteration 18Q: 3 clusters Score -423369.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -423388.531250 Penalty: 4085.001709
	Iteration 19Q: 3 clusters Score -423388.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -423406.406250 Penalty: 4085.001709
	Iteration 20F: 3 clusters Score -423406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -423417.656250 Penalty: 4085.001709
	Iteration 21Q: 3 clusters Score -423417.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -423424.718750 Penalty: 4085.001709
	Iteration 22Q: 3 clusters Score -423424.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -423429.968750 Penalty: 4085.001709
	Iteration 23Q: 3 clusters Score -423430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -423433.968750 Penalty: 4085.001709
	Iteration 24Q: 3 clusters Score -423434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -423437.312500 Penalty: 4085.001709
	Iteration 25Q: 3 clusters Score -423437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -423439.437500 Penalty: 4085.001709
	Iteration 26Q: 3 clusters Score -423439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -423441.250000 Penalty: 4085.001709
	Iteration 27Q: 3 clusters Score -423441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -423443.000000 Penalty: 4085.001709
	Iteration 28Q: 3 clusters Score -423443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423443.312500 Penalty: 4085.001709
	Iteration 29Q: 3 clusters Score -423443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -423444.281250 Penalty: 4085.001709
	Iteration 30Q: 3 clusters Score -423444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -423445.843750 Penalty: 4085.001709
	Iteration 31Q: 3 clusters Score -423445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -423447.343750 Penalty: 4085.001709
	Iteration 32Q: 3 clusters Score -423447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423447.062500 Penalty: 4085.001709
	Iteration 33Q: 3 clusters Score -423447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -423448.000000 Penalty: 4085.001709
	Iteration 34Q: 3 clusters Score -423448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -423448.687500 Penalty: 4085.001709
	Iteration 35Q: 3 clusters Score -423448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -423449.000000 Penalty: 4085.001709
	Iteration 36Q: 3 clusters Score -423449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -423449.000000 Penalty: 4085.001709
	Iteration 37F: 3 clusters Score -423449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -448449.593750 Penalty: 2056.303711
	Iteration 0F: 2 clusters Score -448449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -444635.687500 Penalty: 4112.607422
	Iteration 0F: 3 clusters Score -444635.7 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -445524.468750 Penalty: 4112.607422
	Iteration 1F: 3 clusters Score -445524.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445773.062500 Penalty: 4112.607422
	Iteration 2F: 3 clusters Score -445773.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -445912.218750 Penalty: 4112.607422
	Iteration 3F: 3 clusters Score -445912.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -446008.125000 Penalty: 4112.607422
	Iteration 4Q: 3 clusters Score -446008.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -446110.937500 Penalty: 4112.607422
	Iteration 5Q: 3 clusters Score -446110.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -446200.718750 Penalty: 4112.607422
	Iteration 6Q: 3 clusters Score -446200.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -446305.906250 Penalty: 4112.607422
	Iteration 7Q: 3 clusters Score -446305.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -446405.312500 Penalty: 4112.607422
	Iteration 8Q: 3 clusters Score -446405.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -446480.000000 Penalty: 4112.607422
	Iteration 9Q: 3 clusters Score -446480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -446554.687500 Penalty: 4112.607422
	Iteration 10Q: 3 clusters Score -446554.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -446638.250000 Penalty: 4112.607422
	Iteration 11Q: 3 clusters Score -446638.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -446706.312500 Penalty: 4112.607422
	Iteration 12Q: 3 clusters Score -446706.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -446754.500000 Penalty: 4112.607422
	Iteration 13Q: 3 clusters Score -446754.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -446794.187500 Penalty: 4112.607422
	Iteration 14Q: 3 clusters Score -446794.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -446820.343750 Penalty: 4112.607422
	Iteration 15Q: 3 clusters Score -446820.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -446846.625000 Penalty: 4112.607422
	Iteration 16Q: 3 clusters Score -446846.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -446873.968750 Penalty: 4112.607422
	Iteration 17Q: 3 clusters Score -446874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -446906.312500 Penalty: 4112.607422
	Iteration 18Q: 3 clusters Score -446906.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -446944.531250 Penalty: 4112.607422
	Iteration 19Q: 3 clusters Score -446944.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -446982.000000 Penalty: 4112.607422
	Iteration 20F: 3 clusters Score -446982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -447014.281250 Penalty: 4112.607422
	Iteration 21Q: 3 clusters Score -447014.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -447046.468750 Penalty: 4112.607422
	Iteration 22Q: 3 clusters Score -447046.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -447075.625000 Penalty: 4112.607422
	Iteration 23Q: 3 clusters Score -447075.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -447105.312500 Penalty: 4112.607422
	Iteration 24Q: 3 clusters Score -447105.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -447133.250000 Penalty: 4112.607422
	Iteration 25Q: 3 clusters Score -447133.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -447157.250000 Penalty: 4112.607422
	Iteration 26Q: 3 clusters Score -447157.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -447179.062500 Penalty: 4112.607422
	Iteration 27Q: 3 clusters Score -447179.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -447194.531250 Penalty: 4112.607422
	Iteration 28Q: 3 clusters Score -447194.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -447204.281250 Penalty: 4112.607422
	Iteration 29Q: 3 clusters Score -447204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -447213.468750 Penalty: 4112.607422
	Iteration 30Q: 3 clusters Score -447213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -447218.468750 Penalty: 4112.607422
	Iteration 31Q: 3 clusters Score -447218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -447222.406250 Penalty: 4112.607422
	Iteration 32Q: 3 clusters Score -447222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -447226.875000 Penalty: 4112.607422
	Iteration 33Q: 3 clusters Score -447226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -447231.531250 Penalty: 4112.607422
	Iteration 34Q: 3 clusters Score -447231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -447235.781250 Penalty: 4112.607422
	Iteration 35Q: 3 clusters Score -447235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -447238.531250 Penalty: 4112.607422
	Iteration 36Q: 3 clusters Score -447238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -447241.656250 Penalty: 4112.607422
	Iteration 37Q: 3 clusters Score -447241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -447245.156250 Penalty: 4112.607422
	Iteration 38Q: 3 clusters Score -447245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -447248.781250 Penalty: 4112.607422
	Iteration 39Q: 3 clusters Score -447248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -447252.406250 Penalty: 4112.607422
	Iteration 40F: 3 clusters Score -447252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -447254.781250 Penalty: 4112.607422
	Iteration 41Q: 3 clusters Score -447254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -447255.531250 Penalty: 4112.607422
	Iteration 42Q: 3 clusters Score -447255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -447256.531250 Penalty: 4112.607422
	Iteration 43Q: 3 clusters Score -447256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -447256.531250 Penalty: 4112.607422
	Iteration 44F: 3 clusters Score -447256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -383439.500000 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -383439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -379970.781250 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -379970.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -380736.656250 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -380736.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -380918.781250 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -380918.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -381021.312500 Penalty: 4041.485352
	Iteration 3Q: 3 clusters Score -381021.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -381098.718750 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -381098.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -381160.812500 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -381160.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -381213.437500 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -381213.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -381258.968750 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -381259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -381295.468750 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -381295.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -381331.125000 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -381331.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -381358.562500 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -381358.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -381391.500000 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -381391.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -381439.093750 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -381439.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -381522.031250 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -381522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -381615.406250 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -381615.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -381718.281250 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -381718.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -381806.312500 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -381806.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381880.843750 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -381880.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -381958.343750 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -381958.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -382006.437500 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -382006.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -382032.500000 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -382032.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -382054.625000 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -382054.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -382078.125000 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -382078.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -382099.343750 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -382099.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -382114.375000 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -382114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -382125.437500 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -382125.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -382136.250000 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -382136.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -382147.593750 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -382147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -382153.218750 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -382153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -382160.187500 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -382160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -382168.218750 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -382168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -382173.531250 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -382173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -382179.250000 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -382179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -382183.625000 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -382183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -382186.968750 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -382187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382193.031250 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -382193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -382195.250000 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -382195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -382196.218750 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -382196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -382197.625000 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -382197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -382198.500000 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -382198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382199.125000 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -382199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382199.250000 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -382199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382199.375000 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -382199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382200.218750 Penalty: 4041.485352
	Iteration 43Q: 3 clusters Score -382200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382200.218750 Penalty: 4041.485352
	Iteration 44F: 3 clusters Score -382200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -672030.375000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -672030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -666988.562500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -666988.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -668307.312500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -668307.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -668580.500000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -668580.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -668778.937500 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -668778.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -668943.625000 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -668943.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -669095.062500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -669095.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -669268.437500 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -669268.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -669450.312500 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -669450.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -669660.250000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -669660.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -669849.375000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -669849.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -670043.500000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -670043.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -670181.062500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -670181.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -670312.937500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -670312.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -670437.437500 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -670437.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -670534.312500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -670534.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -670632.375000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -670632.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -670723.812500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -670723.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -670768.937500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -670768.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -670800.875000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -670800.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -670834.000000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -670834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -670855.625000 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -670855.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -670872.750000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -670872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -670888.375000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -670888.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -670905.125000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -670905.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -670914.312500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -670914.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -670921.937500 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -670921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -670926.125000 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -670926.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -670933.937500 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -670933.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -670940.875000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -670940.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -670945.125000 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -670945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -670948.500000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -670948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -670950.812500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -670950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -670951.312500 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -670951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -670951.437500 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -670951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -670953.000000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -670953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -670954.250000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -670954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -670954.187500 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -670954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -670954.125000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -670954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -670955.312500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -670955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -670955.312500 Penalty: 4308.217773
	Iteration 39F: 3 clusters Score -670955.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -386813.781250 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -386813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -383403.718750 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -383403.7 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -384168.593750 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -384168.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -384323.937500 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -384323.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384401.562500 Penalty: 4010.553955
	Iteration 3Q: 3 clusters Score -384401.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -384448.937500 Penalty: 4010.553955
	Iteration 4Q: 3 clusters Score -384448.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -384487.906250 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -384487.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384527.156250 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -384527.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384557.875000 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -384557.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -384585.812500 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -384585.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -384606.031250 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -384606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -384619.656250 Penalty: 4010.553955
	Iteration 10Q: 3 clusters Score -384619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -384632.406250 Penalty: 4010.553955
	Iteration 11Q: 3 clusters Score -384632.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -384647.343750 Penalty: 4010.553955
	Iteration 12Q: 3 clusters Score -384647.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -384658.750000 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -384658.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -384669.156250 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -384669.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -384677.562500 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -384677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -384682.843750 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -384682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -384687.593750 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -384687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -384694.468750 Penalty: 4010.553955
	Iteration 18Q: 3 clusters Score -384694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -384700.531250 Penalty: 4010.553955
	Iteration 19Q: 3 clusters Score -384700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -384707.093750 Penalty: 4010.553955
	Iteration 20F: 3 clusters Score -384707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -384715.656250 Penalty: 4010.553955
	Iteration 21Q: 3 clusters Score -384715.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -384724.406250 Penalty: 4010.553955
	Iteration 22Q: 3 clusters Score -384724.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -384730.375000 Penalty: 4010.553955
	Iteration 23Q: 3 clusters Score -384730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -384734.562500 Penalty: 4010.553955
	Iteration 24Q: 3 clusters Score -384734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -384738.718750 Penalty: 4010.553955
	Iteration 25Q: 3 clusters Score -384738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -384741.656250 Penalty: 4010.553955
	Iteration 26Q: 3 clusters Score -384741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -384743.968750 Penalty: 4010.553955
	Iteration 27Q: 3 clusters Score -384744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -384745.343750 Penalty: 4010.553955
	Iteration 28Q: 3 clusters Score -384745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -384745.781250 Penalty: 4010.553955
	Iteration 29Q: 3 clusters Score -384745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -384747.875000 Penalty: 4010.553955
	Iteration 30Q: 3 clusters Score -384747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -384750.750000 Penalty: 4010.553955
	Iteration 31Q: 3 clusters Score -384750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -384753.125000 Penalty: 4010.553955
	Iteration 32Q: 3 clusters Score -384753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -384755.812500 Penalty: 4010.553955
	Iteration 33Q: 3 clusters Score -384755.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -384758.031250 Penalty: 4010.553955
	Iteration 34Q: 3 clusters Score -384758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -384758.937500 Penalty: 4010.553955
	Iteration 35Q: 3 clusters Score -384758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -384759.625000 Penalty: 4010.553955
	Iteration 36Q: 3 clusters Score -384759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -384759.593750 Penalty: 4010.553955
	Iteration 37Q: 3 clusters Score -384759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -384760.625000 Penalty: 4010.553955
	Iteration 38Q: 3 clusters Score -384760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -384760.531250 Penalty: 4010.553955
	Iteration 39Q: 3 clusters Score -384760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -384760.781250 Penalty: 4010.553955
	Iteration 40F: 3 clusters Score -384760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -384761.218750 Penalty: 4010.553955
	Iteration 41Q: 3 clusters Score -384761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -384761.437500 Penalty: 4010.553955
	Iteration 42Q: 3 clusters Score -384761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -384761.437500 Penalty: 4010.553955
	Iteration 43F: 3 clusters Score -384761.4 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135256336.000000 Penalty: 110948.242188
20->33 Clusters: Score -135256336.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 19874 members 
Mstep: Class 3 contains 19534 members 
Mstep: Class 4 contains 19623 members 
Mstep: Class 5 contains 19382 members 
Mstep: Class 6 contains 19744 members 
Mstep: Class 7 contains 19574 members 
Mstep: Class 8 contains 19638 members 
Mstep: Class 9 contains 19600 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 19908 members 
Mstep: Class 12 contains 19733 members 
Mstep: Class 13 contains 19480 members 
Mstep: Class 14 contains 19700 members 
Mstep: Class 15 contains 19638 members 
Mstep: Class 16 contains 19541 members 
Mstep: Class 17 contains 19717 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 686.563232 but Gain 3194.675781
Score: -42257828.000000 Penalty: 60698.855469
Iteration 0F: 20 clusters Score -4.225783e+07 nChanged 370192
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 19975 members 
Mstep: Class 3 contains 37710 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 9469 members 
Mstep: Class 9 contains 22854 members 
Mstep: Class 10 contains 22157 members 
Mstep: Class 11 contains 21303 members 
Mstep: Class 12 contains 20179 members 
Mstep: Class 13 contains 11022 members 
Mstep: Class 14 contains 15414 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 13031 members 
Mstep: Class 19 contains 7010 members 
Mstep: Class 20 contains 23164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43562180.000000 Penalty: 60698.855469
Iteration 1F: 20 clusters Score -4.356218e+07 nChanged 176153
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 14743 members 
Mstep: Class 3 contains 62937 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 6 contains 18197 members 
Mstep: Class 7 contains 17119 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 20856 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 15321 members 
Mstep: Class 12 contains 15931 members 
Mstep: Class 13 contains 7548 members 
Mstep: Class 14 contains 9778 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 9615 members 
Mstep: Class 17 contains 20628 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 20193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43957688.000000 Penalty: 60698.855469
Iteration 2F: 20 clusters Score -4.395769e+07 nChanged 105147
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 124878 members 
Mstep: Class 2 contains 15180 members 
Mstep: Class 3 contains 70209 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 15712 members 
Mstep: Class 10 contains 13100 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 12 contains 13297 members 
Mstep: Class 13 contains 7601 members 
Mstep: Class 14 contains 9876 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44164656.000000 Penalty: 60698.855469
Iteration 3F: 20 clusters Score -4.416466e+07 nChanged 79857
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 15277 members 
Mstep: Class 3 contains 66562 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 6 contains 8397 members 
Mstep: Class 7 contains 24457 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 10965 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 10843 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 13474 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 12136 members 
Mstep: Class 18 contains 10552 members 
Mstep: Class 19 contains 5041 members 
Mstep: Class 20 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44359916.000000 Penalty: 60698.855469
Iteration 4F: 20 clusters Score -4.435992e+07 nChanged 66392
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 67779 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 24737 members 
Mstep: Class 8 contains 7653 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 18236 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 10853 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44584432.000000 Penalty: 60698.855469
Iteration 5F: 20 clusters Score -4.458443e+07 nChanged 47657
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 13647 members 
Mstep: Class 3 contains 74080 members 
Mstep: Class 4 contains 14727 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 22945 members 
Mstep: Class 8 contains 10696 members 
Mstep: Class 9 contains 6059 members 
Mstep: Class 10 contains 19352 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 19976 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 9811 members 
Mstep: Class 18 contains 9168 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2864.315918 but Gain 3194.675781
Score: -44680304.000000 Penalty: 57504.179688
Iteration 6F: 19 clusters Score -4.46803e+07 nChanged 32913
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 7 contains 21655 members 
Mstep: Class 8 contains 14157 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 20344 members 
Mstep: Class 11 contains 11050 members 
Mstep: Class 12 contains 4743 members 
Mstep: Class 13 contains 7981 members 
Mstep: Class 14 contains 20451 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 8557 members 
Mstep: Class 19 contains 4675 members 
Mstep: Class 20 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44714076.000000 Penalty: 57504.179688
Iteration 7F: 19 clusters Score -4.471408e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 15702 members 
Mstep: Class 3 contains 72705 members 
Mstep: Class 4 contains 16823 members 
Mstep: Class 7 contains 20844 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 20993 members 
Mstep: Class 11 contains 11059 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 8420 members 
Mstep: Class 14 contains 19743 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44731248.000000 Penalty: 57504.179688
Iteration 8Q: 19 clusters Score -4.473125e+07 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 17014 members 
Mstep: Class 3 contains 70057 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 7 contains 20102 members 
Mstep: Class 8 contains 22087 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 21602 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 18577 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 18 contains 7515 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44743636.000000 Penalty: 57504.179688
Iteration 9Q: 19 clusters Score -4.474364e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 18232 members 
Mstep: Class 3 contains 66441 members 
Mstep: Class 4 contains 16788 members 
Mstep: Class 7 contains 19331 members 
Mstep: Class 8 contains 27324 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 22207 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 17241 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 8072 members 
Mstep: Class 18 contains 7223 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44754976.000000 Penalty: 57504.179688
Iteration 10Q: 19 clusters Score -4.475498e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 19225 members 
Mstep: Class 3 contains 62172 members 
Mstep: Class 4 contains 16647 members 
Mstep: Class 7 contains 18588 members 
Mstep: Class 8 contains 32943 members 
Mstep: Class 9 contains 3460 members 
Mstep: Class 10 contains 22802 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44764316.000000 Penalty: 57504.179688
Iteration 11Q: 19 clusters Score -4.476432e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 19910 members 
Mstep: Class 3 contains 57435 members 
Mstep: Class 4 contains 16476 members 
Mstep: Class 7 contains 17894 members 
Mstep: Class 8 contains 38751 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 9482 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 14743 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44771208.000000 Penalty: 57504.179688
Iteration 12Q: 19 clusters Score -4.477121e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 20434 members 
Mstep: Class 3 contains 52343 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 7 contains 17317 members 
Mstep: Class 8 contains 44627 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 23793 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 9510 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 7598 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777164.000000 Penalty: 57504.179688
Iteration 13Q: 19 clusters Score -4.477716e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 16005 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 50235 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 24149 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 3690 members 
Mstep: Class 13 contains 9523 members 
Mstep: Class 14 contains 13168 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 5084 members 
Mstep: Class 17 contains 7598 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44783436.000000 Penalty: 57504.179688
Iteration 14Q: 19 clusters Score -4.478344e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 21233 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 8 contains 55363 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 24470 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 3814 members 
Mstep: Class 13 contains 9517 members 
Mstep: Class 14 contains 12645 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 5335 members 
Mstep: Class 20 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44789748.000000 Penalty: 57504.179688
Iteration 15Q: 19 clusters Score -4.478975e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 36648 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 7 contains 15952 members 
Mstep: Class 8 contains 59989 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 24722 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 3923 members 
Mstep: Class 13 contains 9497 members 
Mstep: Class 14 contains 12262 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 7615 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44795284.000000 Penalty: 57504.179688
Iteration 16Q: 19 clusters Score -4.479528e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 21795 members 
Mstep: Class 3 contains 32001 members 
Mstep: Class 4 contains 15404 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 63835 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 24934 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 11999 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 8017 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801336.000000 Penalty: 57504.179688
Iteration 17Q: 19 clusters Score -4.480134e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 28300 members 
Mstep: Class 4 contains 15342 members 
Mstep: Class 7 contains 15306 members 
Mstep: Class 8 contains 66741 members 
Mstep: Class 9 contains 3261 members 
Mstep: Class 10 contains 25078 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 4129 members 
Mstep: Class 13 contains 9438 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 5572 members 
Mstep: Class 20 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44807508.000000 Penalty: 57504.179688
Iteration 18Q: 19 clusters Score -4.480751e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 22047 members 
Mstep: Class 3 contains 25573 members 
Mstep: Class 4 contains 15298 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 8 contains 68952 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 25187 members 
Mstep: Class 11 contains 9154 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 11530 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814676.000000 Penalty: 57504.179688
Iteration 19Q: 19 clusters Score -4.481468e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 22082 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 15262 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 70756 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 25171 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 11282 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 4843 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824012.000000 Penalty: 57504.179688
Iteration 20F: 19 clusters Score -4.482401e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 24059 members 
Mstep: Class 4 contains 15245 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 72793 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 25052 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 1814 members 
Mstep: Class 16 contains 4789 members 
Mstep: Class 17 contains 8552 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 5776 members 
Mstep: Class 20 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44841280.000000 Penalty: 57504.179688
Iteration 21Q: 19 clusters Score -4.484128e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 29970 members 
Mstep: Class 4 contains 15227 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 73199 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 24929 members 
Mstep: Class 11 contains 9729 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 9102 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 4761 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 18 contains 8496 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44856032.000000 Penalty: 57504.179688
Iteration 22Q: 19 clusters Score -4.485603e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 133968 members 
Mstep: Class 2 contains 21200 members 
Mstep: Class 3 contains 38695 members 
Mstep: Class 4 contains 15199 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 73084 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 24800 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 8685 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44866308.000000 Penalty: 57504.179688
Iteration 23Q: 19 clusters Score -4.486631e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 20477 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 73092 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 24706 members 
Mstep: Class 11 contains 9886 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 8970 members 
Mstep: Class 14 contains 9797 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44876904.000000 Penalty: 57504.179688
Iteration 24Q: 19 clusters Score -4.48769e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 117630 members 
Mstep: Class 2 contains 19822 members 
Mstep: Class 3 contains 56144 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 73075 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 8951 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 18 contains 8990 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44887940.000000 Penalty: 57504.179688
Iteration 25Q: 19 clusters Score -4.488794e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 19485 members 
Mstep: Class 3 contains 64139 members 
Mstep: Class 4 contains 15089 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 73031 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 8951 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4579 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 9118 members 
Mstep: Class 19 contains 6038 members 
Mstep: Class 20 contains 6057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44898840.000000 Penalty: 57504.179688
Iteration 26Q: 19 clusters Score -4.489884e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 19639 members 
Mstep: Class 3 contains 69890 members 
Mstep: Class 4 contains 15049 members 
Mstep: Class 7 contains 14864 members 
Mstep: Class 8 contains 72986 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 24392 members 
Mstep: Class 11 contains 10018 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 9249 members 
Mstep: Class 19 contains 6043 members 
Mstep: Class 20 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44909416.000000 Penalty: 57504.179688
Iteration 27Q: 19 clusters Score -4.490942e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 20405 members 
Mstep: Class 3 contains 73579 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 72918 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 8934 members 
Mstep: Class 14 contains 9794 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 6064 members 
Mstep: Class 20 contains 6429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44923464.000000 Penalty: 57504.179688
Iteration 28Q: 19 clusters Score -4.492346e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 21480 members 
Mstep: Class 3 contains 76880 members 
Mstep: Class 4 contains 14935 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 72865 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 24078 members 
Mstep: Class 11 contains 10592 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 9531 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44944492.000000 Penalty: 57504.179688
Iteration 29Q: 19 clusters Score -4.494449e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 80365 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 72824 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 23952 members 
Mstep: Class 11 contains 10730 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 9765 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44964012.000000 Penalty: 57504.179688
Iteration 30Q: 19 clusters Score -4.496401e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 82647 members 
Mstep: Class 4 contains 14764 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 72801 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 23879 members 
Mstep: Class 11 contains 10392 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 8924 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 4568 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 6180 members 
Mstep: Class 20 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44967940.000000 Penalty: 57504.179688
Iteration 31Q: 19 clusters Score -4.496794e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 83484 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 72799 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 23838 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 8920 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 6188 members 
Mstep: Class 20 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44968724.000000 Penalty: 57504.179688
Iteration 32Q: 19 clusters Score -4.496872e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 14638 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 72779 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 23826 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 9726 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969004.000000 Penalty: 57504.179688
Iteration 33Q: 19 clusters Score -4.4969e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 22384 members 
Mstep: Class 3 contains 83987 members 
Mstep: Class 4 contains 14577 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 72766 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 23822 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 3889 members 
Mstep: Class 13 contains 8912 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 8601 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 6052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969116.000000 Penalty: 57504.179688
Iteration 34Q: 19 clusters Score -4.496912e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 22447 members 
Mstep: Class 3 contains 84048 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 3012 members 
Mstep: Class 10 contains 23824 members 
Mstep: Class 11 contains 9837 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 9702 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 8579 members 
Mstep: Class 18 contains 10143 members 
Mstep: Class 19 contains 6159 members 
Mstep: Class 20 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969148.000000 Penalty: 57504.179688
Iteration 35Q: 19 clusters Score -4.496915e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 22501 members 
Mstep: Class 3 contains 84085 members 
Mstep: Class 4 contains 14513 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 72744 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 23824 members 
Mstep: Class 11 contains 9780 members 
Mstep: Class 12 contains 3889 members 
Mstep: Class 13 contains 8903 members 
Mstep: Class 14 contains 9692 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 6141 members 
Mstep: Class 20 contains 6123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969192.000000 Penalty: 57504.179688
Iteration 36Q: 19 clusters Score -4.496919e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 22549 members 
Mstep: Class 3 contains 84090 members 
Mstep: Class 4 contains 14497 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 72720 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 23827 members 
Mstep: Class 11 contains 9742 members 
Mstep: Class 12 contains 3898 members 
Mstep: Class 13 contains 8898 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 8554 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 6114 members 
Mstep: Class 20 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969328.000000 Penalty: 57504.179688
Iteration 37Q: 19 clusters Score -4.496933e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 22591 members 
Mstep: Class 3 contains 84100 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 72689 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 3890 members 
Mstep: Class 13 contains 8893 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 20 contains 6185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969436.000000 Penalty: 57504.179688
Iteration 38Q: 19 clusters Score -4.496944e+07 nChanged 356
Entering ConstructFrom: 
Score: -44969436.000000 Penalty: 57504.179688
Entering ConstructFrom: 
Trying to split cluster 1 (87031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Entering Unmasked Estep 
Score: -10356511.000000 Penalty: 2820.756836
	Iteration 0F: 2 clusters Score -1.035651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -10297966.000000 Penalty: 5641.513672
	Iteration 0F: 3 clusters Score -1.029797e+07 nChanged 41048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -10321657.000000 Penalty: 5641.513672
	Iteration 1F: 3 clusters Score -1.032166e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -10322875.000000 Penalty: 5641.513672
	Iteration 2Q: 3 clusters Score -1.032288e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -10324481.000000 Penalty: 5641.513672
	Iteration 3Q: 3 clusters Score -1.032448e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -10326849.000000 Penalty: 5641.513672
	Iteration 4Q: 3 clusters Score -1.032685e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -10330609.000000 Penalty: 5641.513672
	Iteration 5F: 3 clusters Score -1.033061e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -10334952.000000 Penalty: 5641.513672
	Iteration 6F: 3 clusters Score -1.033495e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -10338651.000000 Penalty: 5641.513672
	Iteration 7F: 3 clusters Score -1.033865e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -10341196.000000 Penalty: 5641.513672
	Iteration 8F: 3 clusters Score -1.03412e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -10342959.000000 Penalty: 5641.513672
	Iteration 9Q: 3 clusters Score -1.034296e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -10344360.000000 Penalty: 5641.513672
	Iteration 10Q: 3 clusters Score -1.034436e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -10345561.000000 Penalty: 5641.513672
	Iteration 11Q: 3 clusters Score -1.034556e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -10346637.000000 Penalty: 5641.513672
	Iteration 12Q: 3 clusters Score -1.034664e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -10347658.000000 Penalty: 5641.513672
	Iteration 13Q: 3 clusters Score -1.034766e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -10348572.000000 Penalty: 5641.513672
	Iteration 14Q: 3 clusters Score -1.034857e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -10349531.000000 Penalty: 5641.513672
	Iteration 15Q: 3 clusters Score -1.034953e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -10350281.000000 Penalty: 5641.513672
	Iteration 16Q: 3 clusters Score -1.035028e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -10351098.000000 Penalty: 5641.513672
	Iteration 17Q: 3 clusters Score -1.03511e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -10351758.000000 Penalty: 5641.513672
	Iteration 18Q: 3 clusters Score -1.035176e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -10352245.000000 Penalty: 5641.513672
	Iteration 19Q: 3 clusters Score -1.035224e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -10352620.000000 Penalty: 5641.513672
	Iteration 20F: 3 clusters Score -1.035262e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10352986.000000 Penalty: 5641.513672
	Iteration 21Q: 3 clusters Score -1.035299e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10353222.000000 Penalty: 5641.513672
	Iteration 22Q: 3 clusters Score -1.035322e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -10353435.000000 Penalty: 5641.513672
	Iteration 23Q: 3 clusters Score -1.035344e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -10353538.000000 Penalty: 5641.513672
	Iteration 24Q: 3 clusters Score -1.035354e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10353678.000000 Penalty: 5641.513672
	Iteration 25Q: 3 clusters Score -1.035368e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10353794.000000 Penalty: 5641.513672
	Iteration 26Q: 3 clusters Score -1.035379e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10353884.000000 Penalty: 5641.513672
	Iteration 27Q: 3 clusters Score -1.035388e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10353969.000000 Penalty: 5641.513672
	Iteration 28Q: 3 clusters Score -1.035397e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10353993.000000 Penalty: 5641.513672
	Iteration 29Q: 3 clusters Score -1.035399e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10354027.000000 Penalty: 5641.513672
	Iteration 30Q: 3 clusters Score -1.035403e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10354069.000000 Penalty: 5641.513672
	Iteration 31Q: 3 clusters Score -1.035407e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10354070.000000 Penalty: 5641.513672
	Iteration 32Q: 3 clusters Score -1.035407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10354110.000000 Penalty: 5641.513672
	Iteration 33Q: 3 clusters Score -1.035411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10354129.000000 Penalty: 5641.513672
	Iteration 34Q: 3 clusters Score -1.035413e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10354153.000000 Penalty: 5641.513672
	Iteration 35Q: 3 clusters Score -1.035415e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10354148.000000 Penalty: 5641.513672
	Iteration 36Q: 3 clusters Score -1.035415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10354168.000000 Penalty: 5641.513672
	Iteration 37Q: 3 clusters Score -1.035417e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10354177.000000 Penalty: 5641.513672
	Iteration 38Q: 3 clusters Score -1.035418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10354197.000000 Penalty: 5641.513672
	Iteration 39Q: 3 clusters Score -1.03542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10354216.000000 Penalty: 5641.513672
	Iteration 40F: 3 clusters Score -1.035422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10354225.000000 Penalty: 5641.513672
	Iteration 41Q: 3 clusters Score -1.035422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10354218.000000 Penalty: 5641.513672
	Iteration 42Q: 3 clusters Score -1.035422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10354228.000000 Penalty: 5641.513672
	Iteration 43Q: 3 clusters Score -1.035423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10354257.000000 Penalty: 5641.513672
	Iteration 44Q: 3 clusters Score -1.035426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10354252.000000 Penalty: 5641.513672
	Iteration 45Q: 3 clusters Score -1.035425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10354260.000000 Penalty: 5641.513672
	Iteration 46Q: 3 clusters Score -1.035426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10354262.000000 Penalty: 5641.513672
	Iteration 47Q: 3 clusters Score -1.035426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10354277.000000 Penalty: 5641.513672
	Iteration 48Q: 3 clusters Score -1.035428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10354287.000000 Penalty: 5641.513672
	Iteration 49Q: 3 clusters Score -1.035429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10354302.000000 Penalty: 5641.513672
	Iteration 50Q: 3 clusters Score -1.03543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10354301.000000 Penalty: 5641.513672
	Iteration 51Q: 3 clusters Score -1.03543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10354285.000000 Penalty: 5641.513672
	Iteration 52Q: 3 clusters Score -1.035428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10354305.000000 Penalty: 5641.513672
	Iteration 53Q: 3 clusters Score -1.03543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10354305.000000 Penalty: 5641.513672
	Iteration 54Q: 3 clusters Score -1.03543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10354298.000000 Penalty: 5641.513672
	Iteration 55Q: 3 clusters Score -1.03543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10354312.000000 Penalty: 5641.513672
	Iteration 56Q: 3 clusters Score -1.035431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10354308.000000 Penalty: 5641.513672
	Iteration 57Q: 3 clusters Score -1.035431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10354311.000000 Penalty: 5641.513672
	Iteration 58Q: 3 clusters Score -1.035431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10354317.000000 Penalty: 5641.513672
	Iteration 59Q: 3 clusters Score -1.035432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10354327.000000 Penalty: 5641.513672
	Iteration 60F: 3 clusters Score -1.035433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10354318.000000 Penalty: 5641.513672
	Iteration 61Q: 3 clusters Score -1.035432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10354322.000000 Penalty: 5641.513672
	Iteration 62Q: 3 clusters Score -1.035432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10354326.000000 Penalty: 5641.513672
	Iteration 63Q: 3 clusters Score -1.035433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10354322.000000 Penalty: 5641.513672
	Iteration 64Q: 3 clusters Score -1.035432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -10354322.000000 Penalty: 5641.513672
	Iteration 65Q: 3 clusters Score -1.035432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10354321.000000 Penalty: 5641.513672
	Iteration 66Q: 3 clusters Score -1.035432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10354316.000000 Penalty: 5641.513672
	Iteration 67Q: 3 clusters Score -1.035432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10354322.000000 Penalty: 5641.513672
	Iteration 68Q: 3 clusters Score -1.035432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10354331.000000 Penalty: 5641.513672
	Iteration 69Q: 3 clusters Score -1.035433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10354329.000000 Penalty: 5641.513672
	Iteration 70Q: 3 clusters Score -1.035433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10354325.000000 Penalty: 5641.513672
	Iteration 71Q: 3 clusters Score -1.035432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10354330.000000 Penalty: 5641.513672
	Iteration 72Q: 3 clusters Score -1.035433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10354328.000000 Penalty: 5641.513672
	Iteration 73Q: 3 clusters Score -1.035433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10354342.000000 Penalty: 5641.513672
	Iteration 74Q: 3 clusters Score -1.035434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10354340.000000 Penalty: 5641.513672
	Iteration 75Q: 3 clusters Score -1.035434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10354329.000000 Penalty: 5641.513672
	Iteration 76Q: 3 clusters Score -1.035433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10354334.000000 Penalty: 5641.513672
	Iteration 77Q: 3 clusters Score -1.035433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10354340.000000 Penalty: 5641.513672
	Iteration 78Q: 3 clusters Score -1.035434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10354348.000000 Penalty: 5641.513672
	Iteration 79Q: 3 clusters Score -1.035435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10354350.000000 Penalty: 5641.513672
	Iteration 80F: 3 clusters Score -1.035435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10354354.000000 Penalty: 5641.513672
	Iteration 81Q: 3 clusters Score -1.035435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10354350.000000 Penalty: 5641.513672
	Iteration 82Q: 3 clusters Score -1.035435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10354351.000000 Penalty: 5641.513672
	Iteration 83Q: 3 clusters Score -1.035435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10354351.000000 Penalty: 5641.513672
	Iteration 84F: 3 clusters Score -1.035435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Entering Unmasked Estep 
Score: -2481276.750000 Penalty: 2486.429688
	Iteration 0F: 2 clusters Score -2481277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2465550.250000 Penalty: 4972.859375
	Iteration 0F: 3 clusters Score -2465550 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2471578.750000 Penalty: 4972.859375
	Iteration 1F: 3 clusters Score -2471579 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2473141.000000 Penalty: 4972.859375
	Iteration 2F: 3 clusters Score -2473141 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2475257.500000 Penalty: 4972.859375
	Iteration 3F: 3 clusters Score -2475258 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2477437.250000 Penalty: 4972.859375
	Iteration 4F: 3 clusters Score -2477437 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2479177.250000 Penalty: 4972.859375
	Iteration 5F: 3 clusters Score -2479177 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2480361.500000 Penalty: 4972.859375
	Iteration 6F: 3 clusters Score -2480362 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2481227.000000 Penalty: 4972.859375
	Iteration 7Q: 3 clusters Score -2481227 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2481756.500000 Penalty: 4972.859375
	Iteration 8Q: 3 clusters Score -2481756 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2482043.000000 Penalty: 4972.859375
	Iteration 9Q: 3 clusters Score -2482043 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2482180.000000 Penalty: 4972.859375
	Iteration 10Q: 3 clusters Score -2482180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2482236.000000 Penalty: 4972.859375
	Iteration 11Q: 3 clusters Score -2482236 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2482260.000000 Penalty: 4972.859375
	Iteration 12Q: 3 clusters Score -2482260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2482277.750000 Penalty: 4972.859375
	Iteration 13Q: 3 clusters Score -2482278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2482284.250000 Penalty: 4972.859375
	Iteration 14Q: 3 clusters Score -2482284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2482298.000000 Penalty: 4972.859375
	Iteration 15Q: 3 clusters Score -2482298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2482308.500000 Penalty: 4972.859375
	Iteration 16Q: 3 clusters Score -2482308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2482318.250000 Penalty: 4972.859375
	Iteration 17Q: 3 clusters Score -2482318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2482325.000000 Penalty: 4972.859375
	Iteration 18Q: 3 clusters Score -2482325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2482334.500000 Penalty: 4972.859375
	Iteration 19Q: 3 clusters Score -2482334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2482343.250000 Penalty: 4972.859375
	Iteration 20F: 3 clusters Score -2482343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2482345.250000 Penalty: 4972.859375
	Iteration 21Q: 3 clusters Score -2482345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2482358.750000 Penalty: 4972.859375
	Iteration 22Q: 3 clusters Score -2482359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2482367.750000 Penalty: 4972.859375
	Iteration 23Q: 3 clusters Score -2482368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2482364.500000 Penalty: 4972.859375
	Iteration 24Q: 3 clusters Score -2482364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2482370.250000 Penalty: 4972.859375
	Iteration 25Q: 3 clusters Score -2482370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2482369.000000 Penalty: 4972.859375
	Iteration 26Q: 3 clusters Score -2482369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2482376.000000 Penalty: 4972.859375
	Iteration 27Q: 3 clusters Score -2482376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2482389.750000 Penalty: 4972.859375
	Iteration 28Q: 3 clusters Score -2482390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2482390.000000 Penalty: 4972.859375
	Iteration 29Q: 3 clusters Score -2482390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2482383.500000 Penalty: 4972.859375
	Iteration 30Q: 3 clusters Score -2482384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2482386.250000 Penalty: 4972.859375
	Iteration 31Q: 3 clusters Score -2482386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2482384.000000 Penalty: 4972.859375
	Iteration 32Q: 3 clusters Score -2482384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2482384.000000 Penalty: 4972.859375
	Iteration 33Q: 3 clusters Score -2482384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2482389.000000 Penalty: 4972.859375
	Iteration 34Q: 3 clusters Score -2482389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2482391.750000 Penalty: 4972.859375
	Iteration 35Q: 3 clusters Score -2482392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2482397.750000 Penalty: 4972.859375
	Iteration 36Q: 3 clusters Score -2482398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2482386.750000 Penalty: 4972.859375
	Iteration 37Q: 3 clusters Score -2482387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2482391.000000 Penalty: 4972.859375
	Iteration 38Q: 3 clusters Score -2482391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2482396.000000 Penalty: 4972.859375
	Iteration 39Q: 3 clusters Score -2482396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2482411.250000 Penalty: 4972.859375
	Iteration 40F: 3 clusters Score -2482411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2482413.500000 Penalty: 4972.859375
	Iteration 41Q: 3 clusters Score -2482414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2482419.750000 Penalty: 4972.859375
	Iteration 42Q: 3 clusters Score -2482420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2482427.750000 Penalty: 4972.859375
	Iteration 43Q: 3 clusters Score -2482428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2482440.500000 Penalty: 4972.859375
	Iteration 44Q: 3 clusters Score -2482440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2482453.000000 Penalty: 4972.859375
	Iteration 45Q: 3 clusters Score -2482453 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2482478.750000 Penalty: 4972.859375
	Iteration 46Q: 3 clusters Score -2482479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2482499.750000 Penalty: 4972.859375
	Iteration 47Q: 3 clusters Score -2482500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2482527.500000 Penalty: 4972.859375
	Iteration 48Q: 3 clusters Score -2482528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2482540.500000 Penalty: 4972.859375
	Iteration 49Q: 3 clusters Score -2482540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2482560.500000 Penalty: 4972.859375
	Iteration 50Q: 3 clusters Score -2482560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2482607.000000 Penalty: 4972.859375
	Iteration 51Q: 3 clusters Score -2482607 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2482658.500000 Penalty: 4972.859375
	Iteration 52Q: 3 clusters Score -2482658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2482720.250000 Penalty: 4972.859375
	Iteration 53Q: 3 clusters Score -2482720 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2482785.250000 Penalty: 4972.859375
	Iteration 54Q: 3 clusters Score -2482785 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2482877.750000 Penalty: 4972.859375
	Iteration 55Q: 3 clusters Score -2482878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2483001.250000 Penalty: 4972.859375
	Iteration 56Q: 3 clusters Score -2483001 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2483185.750000 Penalty: 4972.859375
	Iteration 57Q: 3 clusters Score -2483186 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2483460.750000 Penalty: 4972.859375
	Iteration 58Q: 3 clusters Score -2483461 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2483807.750000 Penalty: 4972.859375
	Iteration 59Q: 3 clusters Score -2483808 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2484246.500000 Penalty: 4972.859375
	Iteration 60F: 3 clusters Score -2484246 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2484767.500000 Penalty: 4972.859375
	Iteration 61Q: 3 clusters Score -2484768 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2485246.250000 Penalty: 4972.859375
	Iteration 62Q: 3 clusters Score -2485246 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2485505.500000 Penalty: 4972.859375
	Iteration 63Q: 3 clusters Score -2485506 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2485650.750000 Penalty: 4972.859375
	Iteration 64Q: 3 clusters Score -2485651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2485736.000000 Penalty: 4972.859375
	Iteration 65Q: 3 clusters Score -2485736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2485772.750000 Penalty: 4972.859375
	Iteration 66Q: 3 clusters Score -2485773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2485788.250000 Penalty: 4972.859375
	Iteration 67Q: 3 clusters Score -2485788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2485789.250000 Penalty: 4972.859375
	Iteration 68Q: 3 clusters Score -2485789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2485794.750000 Penalty: 4972.859375
	Iteration 69Q: 3 clusters Score -2485795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2485795.000000 Penalty: 4972.859375
	Iteration 70Q: 3 clusters Score -2485795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2485797.250000 Penalty: 4972.859375
	Iteration 71Q: 3 clusters Score -2485797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2485796.000000 Penalty: 4972.859375
	Iteration 72Q: 3 clusters Score -2485796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2485793.000000 Penalty: 4972.859375
	Iteration 73Q: 3 clusters Score -2485793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2485793.500000 Penalty: 4972.859375
	Iteration 74Q: 3 clusters Score -2485794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2485793.500000 Penalty: 4972.859375
	Iteration 75F: 3 clusters Score -2485794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 23839 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Entering Unmasked Estep 
Score: -44973532.000000 Penalty: 60698.855469
Splitting cluster 2 changes total score from -44969436.000000 to -44973532.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (84109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Entering Unmasked Estep 
Score: -10110623.000000 Penalty: 2812.287354
	Iteration 0F: 2 clusters Score -1.011062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -10054419.000000 Penalty: 5624.574707
	Iteration 0F: 3 clusters Score -1.005442e+07 nChanged 39551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -10077078.000000 Penalty: 5624.574707
	Iteration 1F: 3 clusters Score -1.007708e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -10078618.000000 Penalty: 5624.574707
	Iteration 2Q: 3 clusters Score -1.007862e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -10081336.000000 Penalty: 5624.574707
	Iteration 3F: 3 clusters Score -1.008134e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -10085517.000000 Penalty: 5624.574707
	Iteration 4F: 3 clusters Score -1.008552e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -10091491.000000 Penalty: 5624.574707
	Iteration 5F: 3 clusters Score -1.009149e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -10097758.000000 Penalty: 5624.574707
	Iteration 6F: 3 clusters Score -1.009776e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -10102357.000000 Penalty: 5624.574707
	Iteration 7F: 3 clusters Score -1.010236e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -10105058.000000 Penalty: 5624.574707
	Iteration 8Q: 3 clusters Score -1.010506e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10106649.000000 Penalty: 5624.574707
	Iteration 9Q: 3 clusters Score -1.010665e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10107604.000000 Penalty: 5624.574707
	Iteration 10Q: 3 clusters Score -1.01076e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10108079.000000 Penalty: 5624.574707
	Iteration 11Q: 3 clusters Score -1.010808e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10108376.000000 Penalty: 5624.574707
	Iteration 12Q: 3 clusters Score -1.010838e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10108575.000000 Penalty: 5624.574707
	Iteration 13Q: 3 clusters Score -1.010858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10108700.000000 Penalty: 5624.574707
	Iteration 14Q: 3 clusters Score -1.01087e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10108817.000000 Penalty: 5624.574707
	Iteration 15Q: 3 clusters Score -1.010882e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10108885.000000 Penalty: 5624.574707
	Iteration 16Q: 3 clusters Score -1.010888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10108942.000000 Penalty: 5624.574707
	Iteration 17Q: 3 clusters Score -1.010894e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10108978.000000 Penalty: 5624.574707
	Iteration 18Q: 3 clusters Score -1.010898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10109029.000000 Penalty: 5624.574707
	Iteration 19Q: 3 clusters Score -1.010903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10109091.000000 Penalty: 5624.574707
	Iteration 20F: 3 clusters Score -1.010909e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10109173.000000 Penalty: 5624.574707
	Iteration 21Q: 3 clusters Score -1.010917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10109260.000000 Penalty: 5624.574707
	Iteration 22Q: 3 clusters Score -1.010926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10109317.000000 Penalty: 5624.574707
	Iteration 23Q: 3 clusters Score -1.010932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10109369.000000 Penalty: 5624.574707
	Iteration 24Q: 3 clusters Score -1.010937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10109393.000000 Penalty: 5624.574707
	Iteration 25Q: 3 clusters Score -1.010939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10109418.000000 Penalty: 5624.574707
	Iteration 26Q: 3 clusters Score -1.010942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10109428.000000 Penalty: 5624.574707
	Iteration 27Q: 3 clusters Score -1.010943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10109430.000000 Penalty: 5624.574707
	Iteration 28Q: 3 clusters Score -1.010943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10109438.000000 Penalty: 5624.574707
	Iteration 29Q: 3 clusters Score -1.010944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10109447.000000 Penalty: 5624.574707
	Iteration 30Q: 3 clusters Score -1.010945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10109440.000000 Penalty: 5624.574707
	Iteration 31Q: 3 clusters Score -1.010944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10109456.000000 Penalty: 5624.574707
	Iteration 32Q: 3 clusters Score -1.010946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10109462.000000 Penalty: 5624.574707
	Iteration 33Q: 3 clusters Score -1.010946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10109465.000000 Penalty: 5624.574707
	Iteration 34Q: 3 clusters Score -1.010946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10109460.000000 Penalty: 5624.574707
	Iteration 35Q: 3 clusters Score -1.010946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10109460.000000 Penalty: 5624.574707
	Iteration 36F: 3 clusters Score -1.010946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Entering Unmasked Estep 
Score: -1728473.375000 Penalty: 2375.969727
	Iteration 0F: 2 clusters Score -1728473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1717936.250000 Penalty: 4751.939453
	Iteration 0F: 3 clusters Score -1717936 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1721115.625000 Penalty: 4751.939453
	Iteration 1F: 3 clusters Score -1721116 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1721428.125000 Penalty: 4751.939453
	Iteration 2F: 3 clusters Score -1721428 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1721689.250000 Penalty: 4751.939453
	Iteration 3Q: 3 clusters Score -1721689 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1721908.125000 Penalty: 4751.939453
	Iteration 4Q: 3 clusters Score -1721908 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1722151.750000 Penalty: 4751.939453
	Iteration 5Q: 3 clusters Score -1722152 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1722421.875000 Penalty: 4751.939453
	Iteration 6Q: 3 clusters Score -1722422 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1722720.000000 Penalty: 4751.939453
	Iteration 7Q: 3 clusters Score -1722720 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1723106.500000 Penalty: 4751.939453
	Iteration 8Q: 3 clusters Score -1723106 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1723541.750000 Penalty: 4751.939453
	Iteration 9Q: 3 clusters Score -1723542 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1723995.875000 Penalty: 4751.939453
	Iteration 10Q: 3 clusters Score -1723996 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1724484.250000 Penalty: 4751.939453
	Iteration 11Q: 3 clusters Score -1724484 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1724949.000000 Penalty: 4751.939453
	Iteration 12Q: 3 clusters Score -1724949 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1725365.500000 Penalty: 4751.939453
	Iteration 13Q: 3 clusters Score -1725366 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1725686.500000 Penalty: 4751.939453
	Iteration 14Q: 3 clusters Score -1725686 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1725905.500000 Penalty: 4751.939453
	Iteration 15Q: 3 clusters Score -1725906 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1726045.625000 Penalty: 4751.939453
	Iteration 16Q: 3 clusters Score -1726046 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1726141.375000 Penalty: 4751.939453
	Iteration 17Q: 3 clusters Score -1726141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1726198.250000 Penalty: 4751.939453
	Iteration 18Q: 3 clusters Score -1726198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1726253.250000 Penalty: 4751.939453
	Iteration 19Q: 3 clusters Score -1726253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1726292.375000 Penalty: 4751.939453
	Iteration 20F: 3 clusters Score -1726292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1726319.250000 Penalty: 4751.939453
	Iteration 21Q: 3 clusters Score -1726319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1726348.875000 Penalty: 4751.939453
	Iteration 22Q: 3 clusters Score -1726349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1726369.250000 Penalty: 4751.939453
	Iteration 23Q: 3 clusters Score -1726369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1726387.625000 Penalty: 4751.939453
	Iteration 24Q: 3 clusters Score -1726388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1726400.750000 Penalty: 4751.939453
	Iteration 25Q: 3 clusters Score -1726401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1726410.375000 Penalty: 4751.939453
	Iteration 26Q: 3 clusters Score -1726410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1726419.875000 Penalty: 4751.939453
	Iteration 27Q: 3 clusters Score -1726420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1726420.250000 Penalty: 4751.939453
	Iteration 28Q: 3 clusters Score -1726420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1726431.750000 Penalty: 4751.939453
	Iteration 29Q: 3 clusters Score -1726432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1726438.000000 Penalty: 4751.939453
	Iteration 30Q: 3 clusters Score -1726438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1726442.500000 Penalty: 4751.939453
	Iteration 31Q: 3 clusters Score -1726442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1726443.625000 Penalty: 4751.939453
	Iteration 32Q: 3 clusters Score -1726444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1726445.000000 Penalty: 4751.939453
	Iteration 33Q: 3 clusters Score -1726445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1726449.125000 Penalty: 4751.939453
	Iteration 34Q: 3 clusters Score -1726449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1726450.500000 Penalty: 4751.939453
	Iteration 35Q: 3 clusters Score -1726450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1726455.000000 Penalty: 4751.939453
	Iteration 36Q: 3 clusters Score -1726455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1726464.250000 Penalty: 4751.939453
	Iteration 37Q: 3 clusters Score -1726464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1726463.375000 Penalty: 4751.939453
	Iteration 38Q: 3 clusters Score -1726463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1726468.750000 Penalty: 4751.939453
	Iteration 39Q: 3 clusters Score -1726469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1726471.625000 Penalty: 4751.939453
	Iteration 40F: 3 clusters Score -1726472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1726477.375000 Penalty: 4751.939453
	Iteration 41Q: 3 clusters Score -1726477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1726482.750000 Penalty: 4751.939453
	Iteration 42Q: 3 clusters Score -1726483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1726492.000000 Penalty: 4751.939453
	Iteration 43Q: 3 clusters Score -1726492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1726501.375000 Penalty: 4751.939453
	Iteration 44Q: 3 clusters Score -1726501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1726506.500000 Penalty: 4751.939453
	Iteration 45Q: 3 clusters Score -1726506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1726511.750000 Penalty: 4751.939453
	Iteration 46Q: 3 clusters Score -1726512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1726516.875000 Penalty: 4751.939453
	Iteration 47Q: 3 clusters Score -1726517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1726523.875000 Penalty: 4751.939453
	Iteration 48Q: 3 clusters Score -1726524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1726525.625000 Penalty: 4751.939453
	Iteration 49Q: 3 clusters Score -1726526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1726527.500000 Penalty: 4751.939453
	Iteration 50Q: 3 clusters Score -1726528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1726527.250000 Penalty: 4751.939453
	Iteration 51Q: 3 clusters Score -1726527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1726527.750000 Penalty: 4751.939453
	Iteration 52Q: 3 clusters Score -1726528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1726527.750000 Penalty: 4751.939453
	Iteration 53F: 3 clusters Score -1726528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Entering Unmasked Estep 
Score: -1733661.750000 Penalty: 2382.977539
	Iteration 0F: 2 clusters Score -1733662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1722881.875000 Penalty: 4765.955078
	Iteration 0F: 3 clusters Score -1722882 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1726982.125000 Penalty: 4765.955078
	Iteration 1F: 3 clusters Score -1726982 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1728220.375000 Penalty: 4765.955078
	Iteration 2F: 3 clusters Score -1728220 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1729861.750000 Penalty: 4765.955078
	Iteration 3F: 3 clusters Score -1729862 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1732022.000000 Penalty: 4765.955078
	Iteration 4F: 3 clusters Score -1732022 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1733417.125000 Penalty: 4765.955078
	Iteration 5F: 3 clusters Score -1733417 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1734026.875000 Penalty: 4765.955078
	Iteration 6F: 3 clusters Score -1734027 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1734464.750000 Penalty: 4765.955078
	Iteration 7Q: 3 clusters Score -1734465 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1734831.750000 Penalty: 4765.955078
	Iteration 8Q: 3 clusters Score -1734832 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1735224.750000 Penalty: 4765.955078
	Iteration 9Q: 3 clusters Score -1735225 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1735670.250000 Penalty: 4765.955078
	Iteration 10Q: 3 clusters Score -1735670 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1736142.500000 Penalty: 4765.955078
	Iteration 11F: 3 clusters Score -1736142 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1736547.375000 Penalty: 4765.955078
	Iteration 12Q: 3 clusters Score -1736547 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1736875.375000 Penalty: 4765.955078
	Iteration 13Q: 3 clusters Score -1736875 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1737163.000000 Penalty: 4765.955078
	Iteration 14Q: 3 clusters Score -1737163 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1737373.125000 Penalty: 4765.955078
	Iteration 15Q: 3 clusters Score -1737373 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1737542.750000 Penalty: 4765.955078
	Iteration 16Q: 3 clusters Score -1737543 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1737689.625000 Penalty: 4765.955078
	Iteration 17Q: 3 clusters Score -1737690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1737831.250000 Penalty: 4765.955078
	Iteration 18Q: 3 clusters Score -1737831 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1737927.750000 Penalty: 4765.955078
	Iteration 19Q: 3 clusters Score -1737928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1738015.000000 Penalty: 4765.955078
	Iteration 20F: 3 clusters Score -1738015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1738090.125000 Penalty: 4765.955078
	Iteration 21Q: 3 clusters Score -1738090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1738145.375000 Penalty: 4765.955078
	Iteration 22Q: 3 clusters Score -1738145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1738197.125000 Penalty: 4765.955078
	Iteration 23Q: 3 clusters Score -1738197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1738246.375000 Penalty: 4765.955078
	Iteration 24Q: 3 clusters Score -1738246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1738278.000000 Penalty: 4765.955078
	Iteration 25Q: 3 clusters Score -1738278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1738296.750000 Penalty: 4765.955078
	Iteration 26Q: 3 clusters Score -1738297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1738313.125000 Penalty: 4765.955078
	Iteration 27Q: 3 clusters Score -1738313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1738321.000000 Penalty: 4765.955078
	Iteration 28Q: 3 clusters Score -1738321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1738323.625000 Penalty: 4765.955078
	Iteration 29Q: 3 clusters Score -1738324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1738323.000000 Penalty: 4765.955078
	Iteration 30Q: 3 clusters Score -1738323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1738328.500000 Penalty: 4765.955078
	Iteration 31Q: 3 clusters Score -1738328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1738332.250000 Penalty: 4765.955078
	Iteration 32Q: 3 clusters Score -1738332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1738329.875000 Penalty: 4765.955078
	Iteration 33Q: 3 clusters Score -1738330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1738329.875000 Penalty: 4765.955078
	Iteration 34F: 3 clusters Score -1738330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 23839 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Entering Unmasked Estep 
Score: -44977508.000000 Penalty: 63893.531250
Splitting cluster 7 changes total score from -44969436.000000 to -44977508.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (72679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Entering Unmasked Estep 
Score: -8613313.000000 Penalty: 2776.064209
	Iteration 0F: 2 clusters Score -8613313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -8564653.000000 Penalty: 5552.128418
	Iteration 0F: 3 clusters Score -8564653 nChanged 34082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -8584423.000000 Penalty: 5552.128418
	Iteration 1F: 3 clusters Score -8584423 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -8586312.000000 Penalty: 5552.128418
	Iteration 2F: 3 clusters Score -8586312 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8589276.000000 Penalty: 5552.128418
	Iteration 3F: 3 clusters Score -8589276 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -8593191.000000 Penalty: 5552.128418
	Iteration 4F: 3 clusters Score -8593191 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8597259.000000 Penalty: 5552.128418
	Iteration 5F: 3 clusters Score -8597259 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8600424.000000 Penalty: 5552.128418
	Iteration 6F: 3 clusters Score -8600424 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -8602644.000000 Penalty: 5552.128418
	Iteration 7F: 3 clusters Score -8602644 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -8604201.000000 Penalty: 5552.128418
	Iteration 8Q: 3 clusters Score -8604201 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -8605492.000000 Penalty: 5552.128418
	Iteration 9Q: 3 clusters Score -8605492 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -8606563.000000 Penalty: 5552.128418
	Iteration 10Q: 3 clusters Score -8606563 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -8607498.000000 Penalty: 5552.128418
	Iteration 11Q: 3 clusters Score -8607498 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8608433.000000 Penalty: 5552.128418
	Iteration 12Q: 3 clusters Score -8608433 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -8609181.000000 Penalty: 5552.128418
	Iteration 13Q: 3 clusters Score -8609181 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8609741.000000 Penalty: 5552.128418
	Iteration 14Q: 3 clusters Score -8609741 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8610214.000000 Penalty: 5552.128418
	Iteration 15Q: 3 clusters Score -8610214 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8610553.000000 Penalty: 5552.128418
	Iteration 16Q: 3 clusters Score -8610553 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8610853.000000 Penalty: 5552.128418
	Iteration 17Q: 3 clusters Score -8610853 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8610992.000000 Penalty: 5552.128418
	Iteration 18Q: 3 clusters Score -8610992 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8611165.000000 Penalty: 5552.128418
	Iteration 19Q: 3 clusters Score -8611165 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8611264.000000 Penalty: 5552.128418
	Iteration 20F: 3 clusters Score -8611264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8611352.000000 Penalty: 5552.128418
	Iteration 21Q: 3 clusters Score -8611352 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8611400.000000 Penalty: 5552.128418
	Iteration 22Q: 3 clusters Score -8611400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8611470.000000 Penalty: 5552.128418
	Iteration 23Q: 3 clusters Score -8611470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8611515.000000 Penalty: 5552.128418
	Iteration 24Q: 3 clusters Score -8611515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8611545.000000 Penalty: 5552.128418
	Iteration 25Q: 3 clusters Score -8611545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8611561.000000 Penalty: 5552.128418
	Iteration 26Q: 3 clusters Score -8611561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8611580.000000 Penalty: 5552.128418
	Iteration 27Q: 3 clusters Score -8611580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8611577.000000 Penalty: 5552.128418
	Iteration 28Q: 3 clusters Score -8611577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8611595.000000 Penalty: 5552.128418
	Iteration 29Q: 3 clusters Score -8611595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8611609.000000 Penalty: 5552.128418
	Iteration 30Q: 3 clusters Score -8611609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8611612.000000 Penalty: 5552.128418
	Iteration 31Q: 3 clusters Score -8611612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8611629.000000 Penalty: 5552.128418
	Iteration 32Q: 3 clusters Score -8611629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8611642.000000 Penalty: 5552.128418
	Iteration 33Q: 3 clusters Score -8611642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8611659.000000 Penalty: 5552.128418
	Iteration 34Q: 3 clusters Score -8611659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8611654.000000 Penalty: 5552.128418
	Iteration 35Q: 3 clusters Score -8611654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8611666.000000 Penalty: 5552.128418
	Iteration 36Q: 3 clusters Score -8611666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8611680.000000 Penalty: 5552.128418
	Iteration 37Q: 3 clusters Score -8611680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8611684.000000 Penalty: 5552.128418
	Iteration 38Q: 3 clusters Score -8611684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8611684.000000 Penalty: 5552.128418
	Iteration 39Q: 3 clusters Score -8611684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8611692.000000 Penalty: 5552.128418
	Iteration 40F: 3 clusters Score -8611692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8611686.000000 Penalty: 5552.128418
	Iteration 41Q: 3 clusters Score -8611686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8611691.000000 Penalty: 5552.128418
	Iteration 42Q: 3 clusters Score -8611691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8611703.000000 Penalty: 5552.128418
	Iteration 43Q: 3 clusters Score -8611703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8611706.000000 Penalty: 5552.128418
	Iteration 44Q: 3 clusters Score -8611706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8611706.000000 Penalty: 5552.128418
	Iteration 45Q: 3 clusters Score -8611706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8611714.000000 Penalty: 5552.128418
	Iteration 46Q: 3 clusters Score -8611714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8611722.000000 Penalty: 5552.128418
	Iteration 47Q: 3 clusters Score -8611722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8611722.000000 Penalty: 5552.128418
	Iteration 48Q: 3 clusters Score -8611722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8611718.000000 Penalty: 5552.128418
	Iteration 49Q: 3 clusters Score -8611718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8611728.000000 Penalty: 5552.128418
	Iteration 50Q: 3 clusters Score -8611728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8611721.000000 Penalty: 5552.128418
	Iteration 51Q: 3 clusters Score -8611721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8611722.000000 Penalty: 5552.128418
	Iteration 52Q: 3 clusters Score -8611722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8611722.000000 Penalty: 5552.128418
	Iteration 53Q: 3 clusters Score -8611722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8611728.000000 Penalty: 5552.128418
	Iteration 54Q: 3 clusters Score -8611728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8611727.000000 Penalty: 5552.128418
	Iteration 55Q: 3 clusters Score -8611727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8611722.000000 Penalty: 5552.128418
	Iteration 56Q: 3 clusters Score -8611722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8611731.000000 Penalty: 5552.128418
	Iteration 57Q: 3 clusters Score -8611731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8611727.000000 Penalty: 5552.128418
	Iteration 58Q: 3 clusters Score -8611727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8611726.000000 Penalty: 5552.128418
	Iteration 59Q: 3 clusters Score -8611726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8611726.000000 Penalty: 5552.128418
	Iteration 60F: 3 clusters Score -8611726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -321271.375000 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -321271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -318067.656250 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -318067.7 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -318839.843750 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -318839.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -319017.250000 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -319017.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -319126.187500 Penalty: 3972.314453
	Iteration 3Q: 3 clusters Score -319126.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -319233.687500 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -319233.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -319330.531250 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -319330.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -319435.281250 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -319435.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319551.375000 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -319551.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -319699.593750 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -319699.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -319865.937500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -319865.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -320026.156250 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -320026.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -320129.781250 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -320129.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -320213.437500 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -320213.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -320281.906250 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -320281.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -320325.343750 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -320325.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -320352.000000 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -320352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -320363.468750 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -320363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -320371.468750 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -320371.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -320403.062500 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -320403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -320444.593750 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -320444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -320471.093750 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -320471.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -320487.093750 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -320487.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -320499.468750 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -320499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -320506.000000 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -320506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -320509.656250 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -320509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -320512.593750 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -320512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -320514.406250 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -320514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -320514.406250 Penalty: 3972.314453
	Iteration 27F: 3 clusters Score -320514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Entering Unmasked Estep 
Score: -2726098.250000 Penalty: 2499.611328
	Iteration 0F: 2 clusters Score -2726098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2709794.000000 Penalty: 4999.222656
	Iteration 0F: 3 clusters Score -2709794 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2717923.500000 Penalty: 4999.222656
	Iteration 1F: 3 clusters Score -2717924 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2723155.500000 Penalty: 4999.222656
	Iteration 2F: 3 clusters Score -2723156 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2728741.750000 Penalty: 4999.222656
	Iteration 3F: 3 clusters Score -2728742 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2731393.250000 Penalty: 4999.222656
	Iteration 4F: 3 clusters Score -2731393 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2732311.750000 Penalty: 4999.222656
	Iteration 5F: 3 clusters Score -2732312 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2732754.500000 Penalty: 4999.222656
	Iteration 6Q: 3 clusters Score -2732754 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2733007.250000 Penalty: 4999.222656
	Iteration 7Q: 3 clusters Score -2733007 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2733171.000000 Penalty: 4999.222656
	Iteration 8Q: 3 clusters Score -2733171 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2733313.750000 Penalty: 4999.222656
	Iteration 9Q: 3 clusters Score -2733314 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2733411.000000 Penalty: 4999.222656
	Iteration 10Q: 3 clusters Score -2733411 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2733481.500000 Penalty: 4999.222656
	Iteration 11Q: 3 clusters Score -2733482 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2733560.500000 Penalty: 4999.222656
	Iteration 12Q: 3 clusters Score -2733560 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2733619.250000 Penalty: 4999.222656
	Iteration 13Q: 3 clusters Score -2733619 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2733649.750000 Penalty: 4999.222656
	Iteration 14Q: 3 clusters Score -2733650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2733675.500000 Penalty: 4999.222656
	Iteration 15Q: 3 clusters Score -2733676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2733674.500000 Penalty: 4999.222656
	Iteration 16Q: 3 clusters Score -2733674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2733683.000000 Penalty: 4999.222656
	Iteration 17Q: 3 clusters Score -2733683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2733693.250000 Penalty: 4999.222656
	Iteration 18Q: 3 clusters Score -2733693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2733698.250000 Penalty: 4999.222656
	Iteration 19Q: 3 clusters Score -2733698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2733696.000000 Penalty: 4999.222656
	Iteration 20F: 3 clusters Score -2733696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2733696.750000 Penalty: 4999.222656
	Iteration 21Q: 3 clusters Score -2733697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2733706.000000 Penalty: 4999.222656
	Iteration 22Q: 3 clusters Score -2733706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2733697.750000 Penalty: 4999.222656
	Iteration 23Q: 3 clusters Score -2733698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2733702.250000 Penalty: 4999.222656
	Iteration 24Q: 3 clusters Score -2733702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2733711.500000 Penalty: 4999.222656
	Iteration 25Q: 3 clusters Score -2733712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2733706.250000 Penalty: 4999.222656
	Iteration 26Q: 3 clusters Score -2733706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2733714.250000 Penalty: 4999.222656
	Iteration 27Q: 3 clusters Score -2733714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2733713.750000 Penalty: 4999.222656
	Iteration 28Q: 3 clusters Score -2733714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2733710.250000 Penalty: 4999.222656
	Iteration 29Q: 3 clusters Score -2733710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2733708.250000 Penalty: 4999.222656
	Iteration 30Q: 3 clusters Score -2733708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2733708.000000 Penalty: 4999.222656
	Iteration 31Q: 3 clusters Score -2733708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2733712.000000 Penalty: 4999.222656
	Iteration 32Q: 3 clusters Score -2733712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2733717.750000 Penalty: 4999.222656
	Iteration 33Q: 3 clusters Score -2733718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2733714.000000 Penalty: 4999.222656
	Iteration 34Q: 3 clusters Score -2733714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2733716.250000 Penalty: 4999.222656
	Iteration 35Q: 3 clusters Score -2733716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2733714.000000 Penalty: 4999.222656
	Iteration 36Q: 3 clusters Score -2733714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2733717.750000 Penalty: 4999.222656
	Iteration 37Q: 3 clusters Score -2733718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2733716.250000 Penalty: 4999.222656
	Iteration 38Q: 3 clusters Score -2733716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2733716.750000 Penalty: 4999.222656
	Iteration 39Q: 3 clusters Score -2733717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2733715.750000 Penalty: 4999.222656
	Iteration 40F: 3 clusters Score -2733716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2733715.000000 Penalty: 4999.222656
	Iteration 41Q: 3 clusters Score -2733715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2733714.750000 Penalty: 4999.222656
	Iteration 42Q: 3 clusters Score -2733715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2733714.500000 Penalty: 4999.222656
	Iteration 43Q: 3 clusters Score -2733714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2733713.250000 Penalty: 4999.222656
	Iteration 44Q: 3 clusters Score -2733713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2733714.500000 Penalty: 4999.222656
	Iteration 45Q: 3 clusters Score -2733714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2733715.500000 Penalty: 4999.222656
	Iteration 46Q: 3 clusters Score -2733716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2733717.750000 Penalty: 4999.222656
	Iteration 47Q: 3 clusters Score -2733718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2733717.750000 Penalty: 4999.222656
	Iteration 48F: 3 clusters Score -2733718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Entering Unmasked Estep 
Score: -44984456.000000 Penalty: 67088.210938
Splitting cluster 10 changes total score from -44969436.000000 to -44984456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (9659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Entering Unmasked Estep 
Score: -1079502.125000 Penalty: 2275.560059
	Iteration 0F: 2 clusters Score -1079502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1071957.875000 Penalty: 4551.120117
	Iteration 0F: 3 clusters Score -1071958 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1074298.750000 Penalty: 4551.120117
	Iteration 1F: 3 clusters Score -1074299 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1074737.500000 Penalty: 4551.120117
	Iteration 2F: 3 clusters Score -1074738 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1075117.500000 Penalty: 4551.120117
	Iteration 3F: 3 clusters Score -1075118 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1075524.875000 Penalty: 4551.120117
	Iteration 4F: 3 clusters Score -1075525 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1076140.375000 Penalty: 4551.120117
	Iteration 5F: 3 clusters Score -1076140 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1077328.875000 Penalty: 4551.120117
	Iteration 6F: 3 clusters Score -1077329 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1079098.875000 Penalty: 4551.120117
	Iteration 7F: 3 clusters Score -1079099 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1080373.375000 Penalty: 4551.120117
	Iteration 8F: 3 clusters Score -1080373 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1080917.375000 Penalty: 4551.120117
	Iteration 9Q: 3 clusters Score -1080917 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1081253.750000 Penalty: 4551.120117
	Iteration 10Q: 3 clusters Score -1081254 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1081567.000000 Penalty: 4551.120117
	Iteration 11Q: 3 clusters Score -1081567 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1082068.875000 Penalty: 4551.120117
	Iteration 12Q: 3 clusters Score -1082069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1082295.125000 Penalty: 4551.120117
	Iteration 13Q: 3 clusters Score -1082295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1082324.875000 Penalty: 4551.120117
	Iteration 14Q: 3 clusters Score -1082325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1082327.750000 Penalty: 4551.120117
	Iteration 15Q: 3 clusters Score -1082328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1082332.875000 Penalty: 4551.120117
	Iteration 16Q: 3 clusters Score -1082333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1082335.875000 Penalty: 4551.120117
	Iteration 17Q: 3 clusters Score -1082336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1082335.750000 Penalty: 4551.120117
	Iteration 18Q: 3 clusters Score -1082336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1082336.875000 Penalty: 4551.120117
	Iteration 19Q: 3 clusters Score -1082337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1082335.625000 Penalty: 4551.120117
	Iteration 20F: 3 clusters Score -1082336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Entering Unmasked Estep 
Score: -44986296.000000 Penalty: 70282.882812
Splitting cluster 11 changes total score from -44969436.000000 to -44986296.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -439485.531250 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -439485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -435716.656250 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -435716.7 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -436597.625000 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -436597.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -436855.843750 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -436855.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -437052.281250 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -437052.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -437226.687500 Penalty: 4097.845215
	Iteration 4F: 3 clusters Score -437226.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -437383.031250 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -437383 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -437569.906250 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -437569.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -437767.750000 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -437767.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -438002.937500 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -438002.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -438260.031250 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -438260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -438558.187500 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -438558.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -438930.781250 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -438930.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -439424.187500 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -439424.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -439822.937500 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -439822.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -440088.406250 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -440088.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -440229.968750 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -440230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440257.187500 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -440257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -440270.437500 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -440270.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -440273.781250 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -440273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -440278.781250 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -440278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -440281.343750 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -440281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -440284.218750 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -440284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -440285.968750 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -440286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -440285.968750 Penalty: 4097.845215
	Iteration 23F: 3 clusters Score -440286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Entering Unmasked Estep 
Score: -44985948.000000 Penalty: 73477.562500
Splitting cluster 12 changes total score from -44969436.000000 to -44985948.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -1004608.000000 Penalty: 2255.012939
	Iteration 0F: 2 clusters Score -1004608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -997879.125000 Penalty: 4510.025879
	Iteration 0F: 3 clusters Score -997879.1 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1001928.125000 Penalty: 4510.025879
	Iteration 1F: 3 clusters Score -1001928 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1007381.375000 Penalty: 4510.025879
	Iteration 2F: 3 clusters Score -1007381 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1011065.687500 Penalty: 4510.025879
	Iteration 3F: 3 clusters Score -1011066 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1011657.187500 Penalty: 4510.025879
	Iteration 4F: 3 clusters Score -1011657 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1011757.375000 Penalty: 4510.025879
	Iteration 5Q: 3 clusters Score -1011757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1011783.500000 Penalty: 4510.025879
	Iteration 6Q: 3 clusters Score -1011784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1011792.750000 Penalty: 4510.025879
	Iteration 7Q: 3 clusters Score -1011793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1011793.812500 Penalty: 4510.025879
	Iteration 8Q: 3 clusters Score -1011794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1011795.687500 Penalty: 4510.025879
	Iteration 9Q: 3 clusters Score -1011796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1011796.875000 Penalty: 4510.025879
	Iteration 10Q: 3 clusters Score -1011797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1011798.625000 Penalty: 4510.025879
	Iteration 11Q: 3 clusters Score -1011799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1011798.375000 Penalty: 4510.025879
	Iteration 12Q: 3 clusters Score -1011798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1011798.375000 Penalty: 4510.025879
	Iteration 13F: 3 clusters Score -1011798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 7005 members 
Entering Unmasked Estep 
Score: -44992056.000000 Penalty: 76672.242188
Splitting cluster 13 changes total score from -44969436.000000 to -44992056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1113951.000000 Penalty: 2276.021729
	Iteration 0F: 2 clusters Score -1113951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1106533.875000 Penalty: 4552.043457
	Iteration 0F: 3 clusters Score -1106534 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1109074.125000 Penalty: 4552.043457
	Iteration 1F: 3 clusters Score -1109074 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1110301.750000 Penalty: 4552.043457
	Iteration 2F: 3 clusters Score -1110302 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1111880.500000 Penalty: 4552.043457
	Iteration 3F: 3 clusters Score -1111880 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1113212.750000 Penalty: 4552.043457
	Iteration 4F: 3 clusters Score -1113213 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1114021.625000 Penalty: 4552.043457
	Iteration 5F: 3 clusters Score -1114022 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1114510.500000 Penalty: 4552.043457
	Iteration 6F: 3 clusters Score -1114510 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1114837.125000 Penalty: 4552.043457
	Iteration 7Q: 3 clusters Score -1114837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1115046.125000 Penalty: 4552.043457
	Iteration 8Q: 3 clusters Score -1115046 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1115173.125000 Penalty: 4552.043457
	Iteration 9Q: 3 clusters Score -1115173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1115260.000000 Penalty: 4552.043457
	Iteration 10Q: 3 clusters Score -1115260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1115332.500000 Penalty: 4552.043457
	Iteration 11Q: 3 clusters Score -1115332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1115398.125000 Penalty: 4552.043457
	Iteration 12Q: 3 clusters Score -1115398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1115458.625000 Penalty: 4552.043457
	Iteration 13Q: 3 clusters Score -1115459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1115497.500000 Penalty: 4552.043457
	Iteration 14Q: 3 clusters Score -1115498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1115520.125000 Penalty: 4552.043457
	Iteration 15Q: 3 clusters Score -1115520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1115531.250000 Penalty: 4552.043457
	Iteration 16Q: 3 clusters Score -1115531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1115537.125000 Penalty: 4552.043457
	Iteration 17Q: 3 clusters Score -1115537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1115544.250000 Penalty: 4552.043457
	Iteration 18Q: 3 clusters Score -1115544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1115543.750000 Penalty: 4552.043457
	Iteration 19Q: 3 clusters Score -1115544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1115544.250000 Penalty: 4552.043457
	Iteration 20F: 3 clusters Score -1115544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1115545.000000 Penalty: 4552.043457
	Iteration 21Q: 3 clusters Score -1115545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1115545.750000 Penalty: 4552.043457
	Iteration 22Q: 3 clusters Score -1115546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1115546.625000 Penalty: 4552.043457
	Iteration 23Q: 3 clusters Score -1115547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1115544.875000 Penalty: 4552.043457
	Iteration 24Q: 3 clusters Score -1115545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1115547.375000 Penalty: 4552.043457
	Iteration 25Q: 3 clusters Score -1115547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1115547.250000 Penalty: 4552.043457
	Iteration 26Q: 3 clusters Score -1115547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1115547.375000 Penalty: 4552.043457
	Iteration 27Q: 3 clusters Score -1115547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1115547.375000 Penalty: 4552.043457
	Iteration 28F: 3 clusters Score -1115547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 2619 members 
Entering Unmasked Estep 
Score: -44992592.000000 Penalty: 79866.914062
Splitting cluster 14 changes total score from -44969436.000000 to -44992592.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -186888.093750 Penalty: 1863.940552
	Iteration 0F: 2 clusters Score -186888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184464.562500 Penalty: 3727.881104
	Iteration 0F: 3 clusters Score -184464.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -185286.625000 Penalty: 3727.881104
	Iteration 1F: 3 clusters Score -185286.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -185942.234375 Penalty: 3727.881104
	Iteration 2F: 3 clusters Score -185942.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -186433.796875 Penalty: 3727.881104
	Iteration 3F: 3 clusters Score -186433.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -186610.000000 Penalty: 3727.881104
	Iteration 4F: 3 clusters Score -186610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -186689.625000 Penalty: 3727.881104
	Iteration 5Q: 3 clusters Score -186689.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186736.546875 Penalty: 3727.881104
	Iteration 6Q: 3 clusters Score -186736.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186771.687500 Penalty: 3727.881104
	Iteration 7Q: 3 clusters Score -186771.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -186790.593750 Penalty: 3727.881104
	Iteration 8Q: 3 clusters Score -186790.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -186803.843750 Penalty: 3727.881104
	Iteration 9Q: 3 clusters Score -186803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -186806.437500 Penalty: 3727.881104
	Iteration 10Q: 3 clusters Score -186806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -186807.171875 Penalty: 3727.881104
	Iteration 11Q: 3 clusters Score -186807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -186807.890625 Penalty: 3727.881104
	Iteration 12Q: 3 clusters Score -186807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186808.781250 Penalty: 3727.881104
	Iteration 13Q: 3 clusters Score -186808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186809.953125 Penalty: 3727.881104
	Iteration 14Q: 3 clusters Score -186810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -186811.921875 Penalty: 3727.881104
	Iteration 15Q: 3 clusters Score -186811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -186811.921875 Penalty: 3727.881104
	Iteration 16F: 3 clusters Score -186811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Entering Unmasked Estep 
Score: -578172.062500 Penalty: 2123.654297
	Iteration 0F: 2 clusters Score -578172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -573527.750000 Penalty: 4247.308594
	Iteration 0F: 3 clusters Score -573527.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -574907.187500 Penalty: 4247.308594
	Iteration 1F: 3 clusters Score -574907.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -575334.437500 Penalty: 4247.308594
	Iteration 2F: 3 clusters Score -575334.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -575662.187500 Penalty: 4247.308594
	Iteration 3F: 3 clusters Score -575662.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -575960.500000 Penalty: 4247.308594
	Iteration 4F: 3 clusters Score -575960.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -576321.812500 Penalty: 4247.308594
	Iteration 5F: 3 clusters Score -576321.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -576675.750000 Penalty: 4247.308594
	Iteration 6F: 3 clusters Score -576675.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -576937.375000 Penalty: 4247.308594
	Iteration 7F: 3 clusters Score -576937.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -577099.437500 Penalty: 4247.308594
	Iteration 8Q: 3 clusters Score -577099.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -577233.750000 Penalty: 4247.308594
	Iteration 9Q: 3 clusters Score -577233.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -577359.937500 Penalty: 4247.308594
	Iteration 10Q: 3 clusters Score -577359.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -577474.312500 Penalty: 4247.308594
	Iteration 11Q: 3 clusters Score -577474.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -577584.062500 Penalty: 4247.308594
	Iteration 12Q: 3 clusters Score -577584.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -577671.562500 Penalty: 4247.308594
	Iteration 13Q: 3 clusters Score -577671.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -577736.937500 Penalty: 4247.308594
	Iteration 14Q: 3 clusters Score -577736.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -577781.625000 Penalty: 4247.308594
	Iteration 15Q: 3 clusters Score -577781.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -577812.875000 Penalty: 4247.308594
	Iteration 16Q: 3 clusters Score -577812.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -577824.750000 Penalty: 4247.308594
	Iteration 17Q: 3 clusters Score -577824.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -577833.187500 Penalty: 4247.308594
	Iteration 18Q: 3 clusters Score -577833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -577843.375000 Penalty: 4247.308594
	Iteration 19Q: 3 clusters Score -577843.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -577853.187500 Penalty: 4247.308594
	Iteration 20F: 3 clusters Score -577853.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -577863.187500 Penalty: 4247.308594
	Iteration 21Q: 3 clusters Score -577863.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -577870.062500 Penalty: 4247.308594
	Iteration 22Q: 3 clusters Score -577870.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -577876.062500 Penalty: 4247.308594
	Iteration 23Q: 3 clusters Score -577876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -577878.187500 Penalty: 4247.308594
	Iteration 24Q: 3 clusters Score -577878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -577881.250000 Penalty: 4247.308594
	Iteration 25Q: 3 clusters Score -577881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -577883.687500 Penalty: 4247.308594
	Iteration 26Q: 3 clusters Score -577883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -577885.937500 Penalty: 4247.308594
	Iteration 27Q: 3 clusters Score -577885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -577886.500000 Penalty: 4247.308594
	Iteration 28Q: 3 clusters Score -577886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -577888.312500 Penalty: 4247.308594
	Iteration 29Q: 3 clusters Score -577888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -577888.000000 Penalty: 4247.308594
	Iteration 30Q: 3 clusters Score -577888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -577888.000000 Penalty: 4247.308594
	Iteration 31F: 3 clusters Score -577888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Entering Unmasked Estep 
Score: -955850.437500 Penalty: 2244.704346
	Iteration 0F: 2 clusters Score -955850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -949073.375000 Penalty: 4489.408691
	Iteration 0F: 3 clusters Score -949073.4 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -950957.687500 Penalty: 4489.408691
	Iteration 1F: 3 clusters Score -950957.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -951341.500000 Penalty: 4489.408691
	Iteration 2F: 3 clusters Score -951341.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -951683.187500 Penalty: 4489.408691
	Iteration 3F: 3 clusters Score -951683.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -952031.250000 Penalty: 4489.408691
	Iteration 4F: 3 clusters Score -952031.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -952470.375000 Penalty: 4489.408691
	Iteration 5F: 3 clusters Score -952470.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -953067.750000 Penalty: 4489.408691
	Iteration 6F: 3 clusters Score -953067.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -953871.562500 Penalty: 4489.408691
	Iteration 7F: 3 clusters Score -953871.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -954872.812500 Penalty: 4489.408691
	Iteration 8F: 3 clusters Score -954872.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -955920.875000 Penalty: 4489.408691
	Iteration 9F: 3 clusters Score -955920.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -956804.250000 Penalty: 4489.408691
	Iteration 10F: 3 clusters Score -956804.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -957266.000000 Penalty: 4489.408691
	Iteration 11Q: 3 clusters Score -957266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -957541.937500 Penalty: 4489.408691
	Iteration 12Q: 3 clusters Score -957541.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -957686.000000 Penalty: 4489.408691
	Iteration 13Q: 3 clusters Score -957686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -957724.812500 Penalty: 4489.408691
	Iteration 14Q: 3 clusters Score -957724.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -957740.250000 Penalty: 4489.408691
	Iteration 15Q: 3 clusters Score -957740.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -957744.750000 Penalty: 4489.408691
	Iteration 16Q: 3 clusters Score -957744.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -957747.375000 Penalty: 4489.408691
	Iteration 17Q: 3 clusters Score -957747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -957749.187500 Penalty: 4489.408691
	Iteration 18Q: 3 clusters Score -957749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -957749.687500 Penalty: 4489.408691
	Iteration 19Q: 3 clusters Score -957749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -957749.687500 Penalty: 4489.408691
	Iteration 20F: 3 clusters Score -957749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4542 members 
Entering Unmasked Estep 
Score: -44993560.000000 Penalty: 83061.593750
Splitting cluster 17 changes total score from -44969436.000000 to -44993560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1162666.375000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -1162666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1154687.750000 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -1154688 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1157257.250000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -1157257 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1157886.125000 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -1157886 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1158710.625000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -1158711 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1160003.625000 Penalty: 4589.210938
	Iteration 4F: 3 clusters Score -1160004 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1161502.875000 Penalty: 4589.210938
	Iteration 5F: 3 clusters Score -1161503 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1162622.750000 Penalty: 4589.210938
	Iteration 6F: 3 clusters Score -1162623 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1163544.375000 Penalty: 4589.210938
	Iteration 7F: 3 clusters Score -1163544 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1164121.000000 Penalty: 4589.210938
	Iteration 8F: 3 clusters Score -1164121 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1164512.625000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -1164513 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1164903.750000 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -1164904 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1165324.375000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -1165324 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1165677.375000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -1165677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1165853.250000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -1165853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1165957.750000 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -1165958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1166022.500000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -1166022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1166055.750000 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -1166056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1166095.375000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -1166095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1166115.250000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -1166115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1166130.500000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -1166130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1166141.000000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -1166141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1166144.500000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -1166144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1166148.875000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -1166149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1166149.750000 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -1166150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1166148.000000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -1166148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1166148.000000 Penalty: 4589.210938
	Iteration 25F: 3 clusters Score -1166148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 7719 members 
Entering Unmasked Estep 
Score: -44996088.000000 Penalty: 86256.265625
Splitting cluster 18 changes total score from -44969436.000000 to -44996088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -604259.875000 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -604259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -599092.875000 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -599092.9 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -600779.312500 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -600779.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -601624.250000 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -601624.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -602693.437500 Penalty: 4318.419434
	Iteration 3F: 3 clusters Score -602693.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -603573.000000 Penalty: 4318.419434
	Iteration 4F: 3 clusters Score -603573 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -604181.000000 Penalty: 4318.419434
	Iteration 5F: 3 clusters Score -604181 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -604513.875000 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -604513.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -604674.500000 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -604674.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -604757.750000 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -604757.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -604818.062500 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -604818.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -604862.187500 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -604862.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -604889.937500 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -604889.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -604909.937500 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -604909.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -604919.687500 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -604919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -604925.062500 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -604925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -604926.937500 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -604926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -604932.000000 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -604932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -604933.187500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -604933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -604935.000000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -604935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -604934.687500 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -604934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -604936.062500 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -604936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -604936.937500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -604936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -604936.937500 Penalty: 4318.419434
	Iteration 22F: 3 clusters Score -604936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 7719 members 
Mstep: Class 28 contains 3311 members 
Entering Unmasked Estep 
Score: -44995740.000000 Penalty: 89450.945312
Splitting cluster 19 changes total score from -44969436.000000 to -44995740.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -692854.562500 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -692854.6 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 3133 members 
Entering Unmasked Estep 
Score: -687526.062500 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -687526.1 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -688835.875000 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -688835.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -689096.250000 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -689096.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -689265.687500 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -689265.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -689414.250000 Penalty: 4332.900391
	Iteration 4Q: 3 clusters Score -689414.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -689543.187500 Penalty: 4332.900391
	Iteration 5Q: 3 clusters Score -689543.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -689646.187500 Penalty: 4332.900391
	Iteration 6Q: 3 clusters Score -689646.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -689760.937500 Penalty: 4332.900391
	Iteration 7Q: 3 clusters Score -689760.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -689875.375000 Penalty: 4332.900391
	Iteration 8Q: 3 clusters Score -689875.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -689987.375000 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -689987.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -690108.062500 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -690108.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -690221.312500 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -690221.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -690332.812500 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -690332.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -690439.875000 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -690439.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -690553.062500 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -690553.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -690670.125000 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -690670.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -690801.125000 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -690801.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -690912.187500 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -690912.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -691001.250000 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -691001.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -691080.250000 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -691080.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -691123.812500 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -691123.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -691153.437500 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -691153.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -691173.875000 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -691173.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -691192.437500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -691192.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -691206.937500 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -691206.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -691223.187500 Penalty: 4332.900391
	Iteration 25Q: 3 clusters Score -691223.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -691235.875000 Penalty: 4332.900391
	Iteration 26Q: 3 clusters Score -691235.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -691250.062500 Penalty: 4332.900391
	Iteration 27Q: 3 clusters Score -691250.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -691253.937500 Penalty: 4332.900391
	Iteration 28Q: 3 clusters Score -691253.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -691261.812500 Penalty: 4332.900391
	Iteration 29Q: 3 clusters Score -691261.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -691270.937500 Penalty: 4332.900391
	Iteration 30Q: 3 clusters Score -691270.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -691280.375000 Penalty: 4332.900391
	Iteration 31Q: 3 clusters Score -691280.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -691287.250000 Penalty: 4332.900391
	Iteration 32Q: 3 clusters Score -691287.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -691291.062500 Penalty: 4332.900391
	Iteration 33Q: 3 clusters Score -691291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -691296.312500 Penalty: 4332.900391
	Iteration 34Q: 3 clusters Score -691296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -691298.375000 Penalty: 4332.900391
	Iteration 35Q: 3 clusters Score -691298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -691297.812500 Penalty: 4332.900391
	Iteration 36Q: 3 clusters Score -691297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -691300.250000 Penalty: 4332.900391
	Iteration 37Q: 3 clusters Score -691300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -691303.562500 Penalty: 4332.900391
	Iteration 38Q: 3 clusters Score -691303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -691305.437500 Penalty: 4332.900391
	Iteration 39Q: 3 clusters Score -691305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -691306.187500 Penalty: 4332.900391
	Iteration 40F: 3 clusters Score -691306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -691308.312500 Penalty: 4332.900391
	Iteration 41Q: 3 clusters Score -691308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -691309.437500 Penalty: 4332.900391
	Iteration 42Q: 3 clusters Score -691309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -691311.000000 Penalty: 4332.900391
	Iteration 43Q: 3 clusters Score -691311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -691311.187500 Penalty: 4332.900391
	Iteration 44Q: 3 clusters Score -691311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -691311.187500 Penalty: 4332.900391
	Iteration 45F: 3 clusters Score -691311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 72679 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45001488.000000 Penalty: 89450.945312
Iteration 39Q: 29 clusters Score -4.500149e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 83638 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 15559 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 72460 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 5984 members 
Mstep: Class 11 contains 7853 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 7113 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 17325 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 1826 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 7413 members 
Mstep: Class 28 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45008288.000000 Penalty: 89450.945312
Iteration 40F: 29 clusters Score -4.500829e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 83001 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 15976 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 11714 members 
Mstep: Class 8 contains 71502 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 5822 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 6974 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 17265 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 4267 members 
Mstep: Class 27 contains 7950 members 
Mstep: Class 28 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45011136.000000 Penalty: 89450.945312
Iteration 41Q: 29 clusters Score -4.501114e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 82543 members 
Mstep: Class 4 contains 14468 members 
Mstep: Class 5 contains 16234 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 11674 members 
Mstep: Class 8 contains 70849 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 8367 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 6872 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 17223 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 4264 members 
Mstep: Class 27 contains 8256 members 
Mstep: Class 28 contains 3268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45012524.000000 Penalty: 89450.945312
Iteration 42Q: 29 clusters Score -4.501252e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 82190 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 16379 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 70378 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 8575 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 17151 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 7146 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 4276 members 
Mstep: Class 27 contains 8451 members 
Mstep: Class 28 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45013116.000000 Penalty: 89450.945312
Iteration 43Q: 29 clusters Score -4.501312e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 10947 members 
Mstep: Class 3 contains 81925 members 
Mstep: Class 4 contains 14450 members 
Mstep: Class 5 contains 16496 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 11645 members 
Mstep: Class 8 contains 70061 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 6739 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 5229 members 
Mstep: Class 21 contains 17097 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 2537 members 
Mstep: Class 26 contains 4271 members 
Mstep: Class 27 contains 8599 members 
Mstep: Class 28 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45013880.000000 Penalty: 89450.945312
Iteration 44Q: 29 clusters Score -4.501388e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 81737 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 16545 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 69795 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 6691 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 5126 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 17040 members 
Mstep: Class 22 contains 3010 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 7164 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 4273 members 
Mstep: Class 27 contains 8720 members 
Mstep: Class 28 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014244.000000 Penalty: 89450.945312
Iteration 45Q: 29 clusters Score -4.501424e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 81589 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 16573 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 69576 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 16989 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 2139 members 
Mstep: Class 24 contains 7174 members 
Mstep: Class 25 contains 2521 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014796.000000 Penalty: 89450.945312
Iteration 46Q: 29 clusters Score -4.50148e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 81464 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 16587 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 69419 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 8932 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 6613 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 16943 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 7183 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 8914 members 
Mstep: Class 28 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014748.000000 Penalty: 89450.945312
Iteration 47Q: 29 clusters Score -4.501475e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 81343 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 16575 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 11608 members 
Mstep: Class 8 contains 69285 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 16883 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 8995 members 
Mstep: Class 28 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014948.000000 Penalty: 89450.945312
Iteration 48Q: 29 clusters Score -4.501495e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 12103 members 
Mstep: Class 3 contains 81254 members 
Mstep: Class 4 contains 14458 members 
Mstep: Class 5 contains 16560 members 
Mstep: Class 6 contains 4209 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 69190 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 5065 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 16839 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7203 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 9048 members 
Mstep: Class 28 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015092.000000 Penalty: 89450.945312
Iteration 49Q: 29 clusters Score -4.501509e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 81192 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 69096 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 9057 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4737 members 
Mstep: Class 21 contains 16801 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 9084 members 
Mstep: Class 28 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015192.000000 Penalty: 89450.945312
Iteration 50Q: 29 clusters Score -4.501519e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 12326 members 
Mstep: Class 3 contains 81145 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 16498 members 
Mstep: Class 6 contains 4248 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 69017 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 6534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 5047 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 16759 members 
Mstep: Class 22 contains 3133 members 
Mstep: Class 23 contains 2199 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 9116 members 
Mstep: Class 28 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015380.000000 Penalty: 89450.945312
Iteration 51Q: 29 clusters Score -4.501538e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 81104 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 16451 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 68946 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 4681 members 
Mstep: Class 21 contains 16733 members 
Mstep: Class 22 contains 3175 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 7220 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 4245 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015400.000000 Penalty: 89450.945312
Iteration 52Q: 29 clusters Score -4.50154e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 12460 members 
Mstep: Class 3 contains 81066 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 16408 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68869 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 6511 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 21 contains 16721 members 
Mstep: Class 22 contains 3213 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 7224 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 9191 members 
Mstep: Class 28 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015492.000000 Penalty: 89450.945312
Iteration 53Q: 29 clusters Score -4.501549e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 12507 members 
Mstep: Class 3 contains 81035 members 
Mstep: Class 4 contains 14441 members 
Mstep: Class 5 contains 16362 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 68810 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 6503 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 5017 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 16707 members 
Mstep: Class 22 contains 3252 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 7225 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 4245 members 
Mstep: Class 27 contains 9220 members 
Mstep: Class 28 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015572.000000 Penalty: 89450.945312
Iteration 54Q: 29 clusters Score -4.501557e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 81008 members 
Mstep: Class 4 contains 14438 members 
Mstep: Class 5 contains 16317 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 68755 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 16694 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 7226 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 4245 members 
Mstep: Class 27 contains 9252 members 
Mstep: Class 28 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015680.000000 Penalty: 89450.945312
Iteration 55Q: 29 clusters Score -4.501568e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 12592 members 
Mstep: Class 3 contains 80983 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 16271 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 68716 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 16685 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 7229 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 4242 members 
Mstep: Class 27 contains 9293 members 
Mstep: Class 28 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015844.000000 Penalty: 89450.945312
Iteration 56Q: 29 clusters Score -4.501584e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 12638 members 
Mstep: Class 3 contains 80958 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 16250 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 68686 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 6480 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 16677 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 2252 members 
Mstep: Class 24 contains 7228 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 4241 members 
Mstep: Class 27 contains 9334 members 
Mstep: Class 28 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015800.000000 Penalty: 89450.945312
Iteration 57Q: 29 clusters Score -4.50158e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 12682 members 
Mstep: Class 3 contains 80930 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 16225 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 68665 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 6011 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 6473 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 16665 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 7231 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 4238 members 
Mstep: Class 27 contains 9362 members 
Mstep: Class 28 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015800.000000 Penalty: 89450.945312
Iteration 58Q: 29 clusters Score -4.50158e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 12710 members 
Mstep: Class 3 contains 80916 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 68639 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 6471 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 5008 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2257 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 9396 members 
Mstep: Class 28 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015860.000000 Penalty: 89450.945312
Iteration 59Q: 29 clusters Score -4.501586e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 12734 members 
Mstep: Class 3 contains 80906 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 4298 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 68615 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 9154 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 4553 members 
Mstep: Class 21 contains 16660 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 2257 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4239 members 
Mstep: Class 27 contains 9426 members 
Mstep: Class 28 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015960.000000 Penalty: 89450.945312
Iteration 60F: 29 clusters Score -4.501596e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 12754 members 
Mstep: Class 3 contains 80897 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 5 contains 16083 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 68587 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 5006 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 3427 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 2966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016112.000000 Penalty: 89450.945312
Iteration 61Q: 29 clusters Score -4.501611e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 80885 members 
Mstep: Class 4 contains 14414 members 
Mstep: Class 5 contains 15983 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 68556 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6022 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 16651 members 
Mstep: Class 22 contains 3505 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 9498 members 
Mstep: Class 28 contains 2956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016292.000000 Penalty: 89450.945312
Iteration 62Q: 29 clusters Score -4.501629e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 12807 members 
Mstep: Class 3 contains 80879 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 15877 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 68525 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 16652 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 7237 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 9525 members 
Mstep: Class 28 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016340.000000 Penalty: 89450.945312
Iteration 63Q: 29 clusters Score -4.501634e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 12843 members 
Mstep: Class 3 contains 80873 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 15757 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 68504 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 9004 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 16652 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 7242 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4242 members 
Mstep: Class 27 contains 9539 members 
Mstep: Class 28 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016520.000000 Penalty: 89450.945312
Iteration 64Q: 29 clusters Score -4.501652e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 12889 members 
Mstep: Class 3 contains 80870 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 15647 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 68481 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6025 members 
Mstep: Class 11 contains 8993 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 2266 members 
Mstep: Class 24 contains 7243 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4243 members 
Mstep: Class 27 contains 9558 members 
Mstep: Class 28 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016484.000000 Penalty: 89450.945312
Iteration 65Q: 29 clusters Score -4.501648e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 12925 members 
Mstep: Class 3 contains 80867 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 68454 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6034 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 16636 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4245 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016588.000000 Penalty: 89450.945312
Iteration 66Q: 29 clusters Score -4.501659e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 12960 members 
Mstep: Class 3 contains 80867 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 15437 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 4640 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 7248 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4243 members 
Mstep: Class 27 contains 9597 members 
Mstep: Class 28 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016816.000000 Penalty: 89450.945312
Iteration 67Q: 29 clusters Score -4.501682e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 80855 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 15320 members 
Mstep: Class 6 contains 4313 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 68416 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4244 members 
Mstep: Class 27 contains 9615 members 
Mstep: Class 28 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016884.000000 Penalty: 89450.945312
Iteration 68Q: 29 clusters Score -4.501688e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 80848 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 68386 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4246 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016952.000000 Penalty: 89450.945312
Iteration 69Q: 29 clusters Score -4.501695e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 80848 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 15100 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 68357 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 3766 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 9657 members 
Mstep: Class 28 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016872.000000 Penalty: 89450.945312
Iteration 70Q: 29 clusters Score -4.501687e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 13199 members 
Mstep: Class 3 contains 80849 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 14983 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 68337 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6441 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 9669 members 
Mstep: Class 28 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017068.000000 Penalty: 89450.945312
Iteration 71Q: 29 clusters Score -4.501707e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 13299 members 
Mstep: Class 3 contains 80840 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 14880 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 68317 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 8850 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017192.000000 Penalty: 89450.945312
Iteration 72Q: 29 clusters Score -4.501719e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 80843 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 14762 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 68288 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6426 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 16626 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 9702 members 
Mstep: Class 28 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017296.000000 Penalty: 89450.945312
Iteration 73Q: 29 clusters Score -4.50173e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 80841 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 68260 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6420 members 
Mstep: Class 15 contains 1819 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 21 contains 16624 members 
Mstep: Class 22 contains 3941 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017532.000000 Penalty: 89450.945312
Iteration 74Q: 29 clusters Score -4.501753e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 13654 members 
Mstep: Class 3 contains 80844 members 
Mstep: Class 4 contains 14407 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 68243 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6410 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 4458 members 
Mstep: Class 21 contains 16625 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 4263 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017596.000000 Penalty: 89450.945312
Iteration 75Q: 29 clusters Score -4.50176e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 80819 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 14366 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 68224 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 8757 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6401 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 4448 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 9742 members 
Mstep: Class 28 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017744.000000 Penalty: 89450.945312
Iteration 76Q: 29 clusters Score -4.501774e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 13916 members 
Mstep: Class 3 contains 80785 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14225 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 68208 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 4261 members 
Mstep: Class 27 contains 9747 members 
Mstep: Class 28 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017876.000000 Penalty: 89450.945312
Iteration 77Q: 29 clusters Score -4.501788e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 80745 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14127 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 68194 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 8696 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6380 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 16626 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 9748 members 
Mstep: Class 28 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017992.000000 Penalty: 89450.945312
Iteration 78Q: 29 clusters Score -4.501799e+07 nChanged 391
Entering ConstructFrom: 
Score: -45017992.000000 Penalty: 89450.945312
Entering ConstructFrom: 
Trying to split cluster 1 (83933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Entering Unmasked Estep 
Score: -10011280.000000 Penalty: 2811.768066
	Iteration 0F: 2 clusters Score -1.001128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -9954904.000000 Penalty: 5623.536133
	Iteration 0F: 3 clusters Score -9954904 nChanged 39347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -9977494.000000 Penalty: 5623.536133
	Iteration 1F: 3 clusters Score -9977494 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -9978214.000000 Penalty: 5623.536133
	Iteration 2Q: 3 clusters Score -9978214 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -9979213.000000 Penalty: 5623.536133
	Iteration 3Q: 3 clusters Score -9979213 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -9980679.000000 Penalty: 5623.536133
	Iteration 4Q: 3 clusters Score -9980679 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -9982559.000000 Penalty: 5623.536133
	Iteration 5Q: 3 clusters Score -9982559 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -9985255.000000 Penalty: 5623.536133
	Iteration 6F: 3 clusters Score -9985255 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -9988268.000000 Penalty: 5623.536133
	Iteration 7F: 3 clusters Score -9988268 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -9991656.000000 Penalty: 5623.536133
	Iteration 8F: 3 clusters Score -9991656 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9995041.000000 Penalty: 5623.536133
	Iteration 9F: 3 clusters Score -9995041 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -9998081.000000 Penalty: 5623.536133
	Iteration 10Q: 3 clusters Score -9998081 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -10000551.000000 Penalty: 5623.536133
	Iteration 11Q: 3 clusters Score -1.000055e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -10002516.000000 Penalty: 5623.536133
	Iteration 12Q: 3 clusters Score -1.000252e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -10003973.000000 Penalty: 5623.536133
	Iteration 13Q: 3 clusters Score -1.000397e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -10005245.000000 Penalty: 5623.536133
	Iteration 14Q: 3 clusters Score -1.000524e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10006201.000000 Penalty: 5623.536133
	Iteration 15Q: 3 clusters Score -1.00062e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -10006902.000000 Penalty: 5623.536133
	Iteration 16Q: 3 clusters Score -1.00069e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -10007455.000000 Penalty: 5623.536133
	Iteration 17Q: 3 clusters Score -1.000746e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -10007894.000000 Penalty: 5623.536133
	Iteration 18Q: 3 clusters Score -1.000789e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -10008192.000000 Penalty: 5623.536133
	Iteration 19Q: 3 clusters Score -1.000819e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -10008424.000000 Penalty: 5623.536133
	Iteration 20F: 3 clusters Score -1.000842e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -10008562.000000 Penalty: 5623.536133
	Iteration 21Q: 3 clusters Score -1.000856e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -10008636.000000 Penalty: 5623.536133
	Iteration 22Q: 3 clusters Score -1.000864e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -10008729.000000 Penalty: 5623.536133
	Iteration 23Q: 3 clusters Score -1.000873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10008764.000000 Penalty: 5623.536133
	Iteration 24Q: 3 clusters Score -1.000876e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -10008803.000000 Penalty: 5623.536133
	Iteration 25Q: 3 clusters Score -1.00088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -10008832.000000 Penalty: 5623.536133
	Iteration 26Q: 3 clusters Score -1.000883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -10008873.000000 Penalty: 5623.536133
	Iteration 27Q: 3 clusters Score -1.000887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -10008882.000000 Penalty: 5623.536133
	Iteration 28Q: 3 clusters Score -1.000888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -10008895.000000 Penalty: 5623.536133
	Iteration 29Q: 3 clusters Score -1.00089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -10008905.000000 Penalty: 5623.536133
	Iteration 30Q: 3 clusters Score -1.00089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -10008907.000000 Penalty: 5623.536133
	Iteration 31Q: 3 clusters Score -1.000891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -10008930.000000 Penalty: 5623.536133
	Iteration 32Q: 3 clusters Score -1.000893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -10008936.000000 Penalty: 5623.536133
	Iteration 33Q: 3 clusters Score -1.000894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -10008931.000000 Penalty: 5623.536133
	Iteration 34Q: 3 clusters Score -1.000893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -10008939.000000 Penalty: 5623.536133
	Iteration 35Q: 3 clusters Score -1.000894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -10008936.000000 Penalty: 5623.536133
	Iteration 36Q: 3 clusters Score -1.000894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -10008945.000000 Penalty: 5623.536133
	Iteration 37Q: 3 clusters Score -1.000894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10008961.000000 Penalty: 5623.536133
	Iteration 38Q: 3 clusters Score -1.000896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10008955.000000 Penalty: 5623.536133
	Iteration 39Q: 3 clusters Score -1.000896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -10008963.000000 Penalty: 5623.536133
	Iteration 40F: 3 clusters Score -1.000896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -10008970.000000 Penalty: 5623.536133
	Iteration 41Q: 3 clusters Score -1.000897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10008967.000000 Penalty: 5623.536133
	Iteration 42Q: 3 clusters Score -1.000897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10008974.000000 Penalty: 5623.536133
	Iteration 43Q: 3 clusters Score -1.000897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10008963.000000 Penalty: 5623.536133
	Iteration 44Q: 3 clusters Score -1.000896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10008963.000000 Penalty: 5623.536133
	Iteration 45F: 3 clusters Score -1.000896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1577633.750000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1577634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1567353.750000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1567354 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1570822.500000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1570822 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1571589.125000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1571589 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1572448.000000 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1572448 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1573351.375000 Penalty: 4738.784180
	Iteration 4F: 3 clusters Score -1573351 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1574079.000000 Penalty: 4738.784180
	Iteration 5F: 3 clusters Score -1574079 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1574572.250000 Penalty: 4738.784180
	Iteration 6F: 3 clusters Score -1574572 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1574907.125000 Penalty: 4738.784180
	Iteration 7Q: 3 clusters Score -1574907 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1575092.000000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1575092 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1575203.000000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1575203 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1575293.875000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1575294 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1575358.250000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1575358 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1575410.625000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1575411 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1575454.000000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1575454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1575494.750000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1575495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1575525.125000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1575525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1575552.500000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1575552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1575565.625000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1575566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1575584.250000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1575584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1575600.250000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1575600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1575612.625000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1575613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1575617.625000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1575618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1575624.625000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1575625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1575634.250000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1575634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1575635.000000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1575635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1575644.000000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1575644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1575649.375000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1575649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1575651.125000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1575651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1575650.375000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1575650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1575657.125000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1575657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1575662.875000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1575663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1575660.625000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1575661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1575670.000000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1575670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1575679.750000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1575680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1575684.375000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1575684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1575689.125000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1575689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1575694.875000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1575695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1575697.875000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1575698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1575702.375000 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1575702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1575707.875000 Penalty: 4738.784180
	Iteration 39Q: 3 clusters Score -1575708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1575713.250000 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1575713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1575716.375000 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1575716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1575718.000000 Penalty: 4738.784180
	Iteration 42Q: 3 clusters Score -1575718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1575730.250000 Penalty: 4738.784180
	Iteration 43Q: 3 clusters Score -1575730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1575728.125000 Penalty: 4738.784180
	Iteration 44Q: 3 clusters Score -1575728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1575735.750000 Penalty: 4738.784180
	Iteration 45Q: 3 clusters Score -1575736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1575743.000000 Penalty: 4738.784180
	Iteration 46Q: 3 clusters Score -1575743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1575751.000000 Penalty: 4738.784180
	Iteration 47Q: 3 clusters Score -1575751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1575752.250000 Penalty: 4738.784180
	Iteration 48Q: 3 clusters Score -1575752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1575765.000000 Penalty: 4738.784180
	Iteration 49Q: 3 clusters Score -1575765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1575769.250000 Penalty: 4738.784180
	Iteration 50Q: 3 clusters Score -1575769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1575770.500000 Penalty: 4738.784180
	Iteration 51Q: 3 clusters Score -1575770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1575781.000000 Penalty: 4738.784180
	Iteration 52Q: 3 clusters Score -1575781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1575785.625000 Penalty: 4738.784180
	Iteration 53Q: 3 clusters Score -1575786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1575790.875000 Penalty: 4738.784180
	Iteration 54Q: 3 clusters Score -1575791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1575794.125000 Penalty: 4738.784180
	Iteration 55Q: 3 clusters Score -1575794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1575809.375000 Penalty: 4738.784180
	Iteration 56Q: 3 clusters Score -1575809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1575819.750000 Penalty: 4738.784180
	Iteration 57Q: 3 clusters Score -1575820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1575837.625000 Penalty: 4738.784180
	Iteration 58Q: 3 clusters Score -1575838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1575855.000000 Penalty: 4738.784180
	Iteration 59Q: 3 clusters Score -1575855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1575869.625000 Penalty: 4738.784180
	Iteration 60F: 3 clusters Score -1575870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1575881.875000 Penalty: 4738.784180
	Iteration 61Q: 3 clusters Score -1575882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1575897.875000 Penalty: 4738.784180
	Iteration 62Q: 3 clusters Score -1575898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1575912.375000 Penalty: 4738.784180
	Iteration 63Q: 3 clusters Score -1575912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1575924.250000 Penalty: 4738.784180
	Iteration 64Q: 3 clusters Score -1575924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1575930.000000 Penalty: 4738.784180
	Iteration 65Q: 3 clusters Score -1575930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1575937.875000 Penalty: 4738.784180
	Iteration 66Q: 3 clusters Score -1575938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1575944.000000 Penalty: 4738.784180
	Iteration 67Q: 3 clusters Score -1575944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1575950.875000 Penalty: 4738.784180
	Iteration 68Q: 3 clusters Score -1575951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1575962.250000 Penalty: 4738.784180
	Iteration 69Q: 3 clusters Score -1575962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1575972.625000 Penalty: 4738.784180
	Iteration 70Q: 3 clusters Score -1575973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1575974.625000 Penalty: 4738.784180
	Iteration 71Q: 3 clusters Score -1575975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1575985.000000 Penalty: 4738.784180
	Iteration 72Q: 3 clusters Score -1575985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1575998.125000 Penalty: 4738.784180
	Iteration 73Q: 3 clusters Score -1575998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1576004.375000 Penalty: 4738.784180
	Iteration 74Q: 3 clusters Score -1576004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1576005.875000 Penalty: 4738.784180
	Iteration 75Q: 3 clusters Score -1576006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1576018.250000 Penalty: 4738.784180
	Iteration 76Q: 3 clusters Score -1576018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1576026.000000 Penalty: 4738.784180
	Iteration 77Q: 3 clusters Score -1576026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1576038.125000 Penalty: 4738.784180
	Iteration 78Q: 3 clusters Score -1576038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1576046.750000 Penalty: 4738.784180
	Iteration 79Q: 3 clusters Score -1576047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1576058.000000 Penalty: 4738.784180
	Iteration 80F: 3 clusters Score -1576058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1576066.875000 Penalty: 4738.784180
	Iteration 81Q: 3 clusters Score -1576067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1576080.750000 Penalty: 4738.784180
	Iteration 82Q: 3 clusters Score -1576081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1576087.875000 Penalty: 4738.784180
	Iteration 83Q: 3 clusters Score -1576088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1576089.625000 Penalty: 4738.784180
	Iteration 84Q: 3 clusters Score -1576090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1576102.000000 Penalty: 4738.784180
	Iteration 85Q: 3 clusters Score -1576102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1576105.500000 Penalty: 4738.784180
	Iteration 86Q: 3 clusters Score -1576106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1576113.500000 Penalty: 4738.784180
	Iteration 87Q: 3 clusters Score -1576114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1576116.625000 Penalty: 4738.784180
	Iteration 88Q: 3 clusters Score -1576117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1576124.750000 Penalty: 4738.784180
	Iteration 89Q: 3 clusters Score -1576125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1576128.000000 Penalty: 4738.784180
	Iteration 90Q: 3 clusters Score -1576128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1576135.125000 Penalty: 4738.784180
	Iteration 91Q: 3 clusters Score -1576135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1576145.500000 Penalty: 4738.784180
	Iteration 92Q: 3 clusters Score -1576146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1576147.500000 Penalty: 4738.784180
	Iteration 93Q: 3 clusters Score -1576148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1576166.000000 Penalty: 4738.784180
	Iteration 94Q: 3 clusters Score -1576166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1576177.625000 Penalty: 4738.784180
	Iteration 95Q: 3 clusters Score -1576178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1576186.750000 Penalty: 4738.784180
	Iteration 96Q: 3 clusters Score -1576187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1576198.625000 Penalty: 4738.784180
	Iteration 97Q: 3 clusters Score -1576199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1576204.500000 Penalty: 4738.784180
	Iteration 98Q: 3 clusters Score -1576204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1576219.875000 Penalty: 4738.784180
	Iteration 99Q: 3 clusters Score -1576220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1576234.750000 Penalty: 4738.784180
	Iteration 100F: 3 clusters Score -1576235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1576250.500000 Penalty: 4738.784180
	Iteration 101Q: 3 clusters Score -1576250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1576268.500000 Penalty: 4738.784180
	Iteration 102Q: 3 clusters Score -1576268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1576285.125000 Penalty: 4738.784180
	Iteration 103Q: 3 clusters Score -1576285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1576303.375000 Penalty: 4738.784180
	Iteration 104Q: 3 clusters Score -1576303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1576311.625000 Penalty: 4738.784180
	Iteration 105Q: 3 clusters Score -1576312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1576318.500000 Penalty: 4738.784180
	Iteration 106Q: 3 clusters Score -1576318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1576326.500000 Penalty: 4738.784180
	Iteration 107Q: 3 clusters Score -1576326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1576332.000000 Penalty: 4738.784180
	Iteration 108Q: 3 clusters Score -1576332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1576336.125000 Penalty: 4738.784180
	Iteration 109Q: 3 clusters Score -1576336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1576341.750000 Penalty: 4738.784180
	Iteration 110Q: 3 clusters Score -1576342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1576343.250000 Penalty: 4738.784180
	Iteration 111Q: 3 clusters Score -1576343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1576344.750000 Penalty: 4738.784180
	Iteration 112Q: 3 clusters Score -1576345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1576350.000000 Penalty: 4738.784180
	Iteration 113Q: 3 clusters Score -1576350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1576361.625000 Penalty: 4738.784180
	Iteration 114Q: 3 clusters Score -1576362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1576367.500000 Penalty: 4738.784180
	Iteration 115Q: 3 clusters Score -1576368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1576373.125000 Penalty: 4738.784180
	Iteration 116Q: 3 clusters Score -1576373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1576378.625000 Penalty: 4738.784180
	Iteration 117Q: 3 clusters Score -1576379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1576389.875000 Penalty: 4738.784180
	Iteration 118Q: 3 clusters Score -1576390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1576395.625000 Penalty: 4738.784180
	Iteration 119Q: 3 clusters Score -1576396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1576398.000000 Penalty: 4738.784180
	Iteration 120F: 3 clusters Score -1576398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1576397.750000 Penalty: 4738.784180
	Iteration 121Q: 3 clusters Score -1576398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1576398.625000 Penalty: 4738.784180
	Iteration 122Q: 3 clusters Score -1576399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1576399.875000 Penalty: 4738.784180
	Iteration 123Q: 3 clusters Score -1576400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1576401.000000 Penalty: 4738.784180
	Iteration 124Q: 3 clusters Score -1576401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1576399.750000 Penalty: 4738.784180
	Iteration 125Q: 3 clusters Score -1576400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1576401.750000 Penalty: 4738.784180
	Iteration 126Q: 3 clusters Score -1576402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1576403.000000 Penalty: 4738.784180
	Iteration 127Q: 3 clusters Score -1576403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1576404.125000 Penalty: 4738.784180
	Iteration 128Q: 3 clusters Score -1576404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1576407.625000 Penalty: 4738.784180
	Iteration 129Q: 3 clusters Score -1576408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1576407.625000 Penalty: 4738.784180
	Iteration 130F: 3 clusters Score -1576408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Entering Unmasked Estep 
Score: -9729596.000000 Penalty: 2802.081787
	Iteration 0F: 2 clusters Score -9729596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -9675602.000000 Penalty: 5604.163574
	Iteration 0F: 3 clusters Score -9675602 nChanged 37907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -9697485.000000 Penalty: 5604.163574
	Iteration 1F: 3 clusters Score -9697485 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9698648.000000 Penalty: 5604.163574
	Iteration 2Q: 3 clusters Score -9698648 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -9699943.000000 Penalty: 5604.163574
	Iteration 3Q: 3 clusters Score -9699943 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -9701664.000000 Penalty: 5604.163574
	Iteration 4Q: 3 clusters Score -9701664 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9703827.000000 Penalty: 5604.163574
	Iteration 5F: 3 clusters Score -9703827 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9706044.000000 Penalty: 5604.163574
	Iteration 6F: 3 clusters Score -9706044 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -9708232.000000 Penalty: 5604.163574
	Iteration 7F: 3 clusters Score -9708232 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9709870.000000 Penalty: 5604.163574
	Iteration 8F: 3 clusters Score -9709870 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -9711088.000000 Penalty: 5604.163574
	Iteration 9Q: 3 clusters Score -9711088 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -9712010.000000 Penalty: 5604.163574
	Iteration 10Q: 3 clusters Score -9712010 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -9712624.000000 Penalty: 5604.163574
	Iteration 11Q: 3 clusters Score -9712624 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -9713070.000000 Penalty: 5604.163574
	Iteration 12Q: 3 clusters Score -9713070 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -9713463.000000 Penalty: 5604.163574
	Iteration 13Q: 3 clusters Score -9713463 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -9713847.000000 Penalty: 5604.163574
	Iteration 14Q: 3 clusters Score -9713847 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -9714362.000000 Penalty: 5604.163574
	Iteration 15Q: 3 clusters Score -9714362 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -9714972.000000 Penalty: 5604.163574
	Iteration 16Q: 3 clusters Score -9714972 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -9715728.000000 Penalty: 5604.163574
	Iteration 17Q: 3 clusters Score -9715728 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -9716592.000000 Penalty: 5604.163574
	Iteration 18Q: 3 clusters Score -9716592 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -9717534.000000 Penalty: 5604.163574
	Iteration 19Q: 3 clusters Score -9717534 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -9718606.000000 Penalty: 5604.163574
	Iteration 20F: 3 clusters Score -9718606 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -9719826.000000 Penalty: 5604.163574
	Iteration 21Q: 3 clusters Score -9719826 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -9720881.000000 Penalty: 5604.163574
	Iteration 22Q: 3 clusters Score -9720881 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -9721720.000000 Penalty: 5604.163574
	Iteration 23Q: 3 clusters Score -9721720 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -9722397.000000 Penalty: 5604.163574
	Iteration 24Q: 3 clusters Score -9722397 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9722948.000000 Penalty: 5604.163574
	Iteration 25Q: 3 clusters Score -9722948 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -9723449.000000 Penalty: 5604.163574
	Iteration 26Q: 3 clusters Score -9723449 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -9723856.000000 Penalty: 5604.163574
	Iteration 27Q: 3 clusters Score -9723856 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -9724195.000000 Penalty: 5604.163574
	Iteration 28Q: 3 clusters Score -9724195 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -9724550.000000 Penalty: 5604.163574
	Iteration 29Q: 3 clusters Score -9724550 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -9724888.000000 Penalty: 5604.163574
	Iteration 30Q: 3 clusters Score -9724888 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -9725249.000000 Penalty: 5604.163574
	Iteration 31Q: 3 clusters Score -9725249 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -9725544.000000 Penalty: 5604.163574
	Iteration 32Q: 3 clusters Score -9725544 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -9725753.000000 Penalty: 5604.163574
	Iteration 33Q: 3 clusters Score -9725753 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -9725960.000000 Penalty: 5604.163574
	Iteration 34Q: 3 clusters Score -9725960 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -9726170.000000 Penalty: 5604.163574
	Iteration 35Q: 3 clusters Score -9726170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -9726402.000000 Penalty: 5604.163574
	Iteration 36Q: 3 clusters Score -9726402 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -9726528.000000 Penalty: 5604.163574
	Iteration 37Q: 3 clusters Score -9726528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -9726659.000000 Penalty: 5604.163574
	Iteration 38Q: 3 clusters Score -9726659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9726774.000000 Penalty: 5604.163574
	Iteration 39Q: 3 clusters Score -9726774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -9726876.000000 Penalty: 5604.163574
	Iteration 40F: 3 clusters Score -9726876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -9726951.000000 Penalty: 5604.163574
	Iteration 41Q: 3 clusters Score -9726951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9726982.000000 Penalty: 5604.163574
	Iteration 42Q: 3 clusters Score -9726982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -9727035.000000 Penalty: 5604.163574
	Iteration 43Q: 3 clusters Score -9727035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -9727054.000000 Penalty: 5604.163574
	Iteration 44Q: 3 clusters Score -9727054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -9727100.000000 Penalty: 5604.163574
	Iteration 45Q: 3 clusters Score -9727100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -9727120.000000 Penalty: 5604.163574
	Iteration 46Q: 3 clusters Score -9727120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -9727128.000000 Penalty: 5604.163574
	Iteration 47Q: 3 clusters Score -9727128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -9727157.000000 Penalty: 5604.163574
	Iteration 48Q: 3 clusters Score -9727157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -9727172.000000 Penalty: 5604.163574
	Iteration 49Q: 3 clusters Score -9727172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -9727176.000000 Penalty: 5604.163574
	Iteration 50Q: 3 clusters Score -9727176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -9727199.000000 Penalty: 5604.163574
	Iteration 51Q: 3 clusters Score -9727199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -9727207.000000 Penalty: 5604.163574
	Iteration 52Q: 3 clusters Score -9727207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -9727225.000000 Penalty: 5604.163574
	Iteration 53Q: 3 clusters Score -9727225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -9727221.000000 Penalty: 5604.163574
	Iteration 54Q: 3 clusters Score -9727221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -9727216.000000 Penalty: 5604.163574
	Iteration 55Q: 3 clusters Score -9727216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -9727229.000000 Penalty: 5604.163574
	Iteration 56Q: 3 clusters Score -9727229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -9727226.000000 Penalty: 5604.163574
	Iteration 57Q: 3 clusters Score -9727226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -9727231.000000 Penalty: 5604.163574
	Iteration 58Q: 3 clusters Score -9727231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -9727237.000000 Penalty: 5604.163574
	Iteration 59Q: 3 clusters Score -9727237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -9727236.000000 Penalty: 5604.163574
	Iteration 60F: 3 clusters Score -9727236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -9727250.000000 Penalty: 5604.163574
	Iteration 61Q: 3 clusters Score -9727250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -9727255.000000 Penalty: 5604.163574
	Iteration 62Q: 3 clusters Score -9727255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -9727261.000000 Penalty: 5604.163574
	Iteration 63Q: 3 clusters Score -9727261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -9727253.000000 Penalty: 5604.163574
	Iteration 64Q: 3 clusters Score -9727253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -9727257.000000 Penalty: 5604.163574
	Iteration 65Q: 3 clusters Score -9727257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -9727257.000000 Penalty: 5604.163574
	Iteration 66Q: 3 clusters Score -9727257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9727264.000000 Penalty: 5604.163574
	Iteration 67Q: 3 clusters Score -9727264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -9727262.000000 Penalty: 5604.163574
	Iteration 68Q: 3 clusters Score -9727262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9727253.000000 Penalty: 5604.163574
	Iteration 69Q: 3 clusters Score -9727253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -9727256.000000 Penalty: 5604.163574
	Iteration 70Q: 3 clusters Score -9727256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9727258.000000 Penalty: 5604.163574
	Iteration 71Q: 3 clusters Score -9727258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -9727258.000000 Penalty: 5604.163574
	Iteration 72Q: 3 clusters Score -9727258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -9727264.000000 Penalty: 5604.163574
	Iteration 73Q: 3 clusters Score -9727264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -9727264.000000 Penalty: 5604.163574
	Iteration 74F: 3 clusters Score -9727264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1720047.500000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1720048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1709518.500000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1709518 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1712936.125000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1712936 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1713307.875000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1713308 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1713568.250000 Penalty: 4749.364258
	Iteration 3Q: 3 clusters Score -1713568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1713774.375000 Penalty: 4749.364258
	Iteration 4Q: 3 clusters Score -1713774 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1713950.250000 Penalty: 4749.364258
	Iteration 5Q: 3 clusters Score -1713950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1714132.250000 Penalty: 4749.364258
	Iteration 6Q: 3 clusters Score -1714132 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1714358.000000 Penalty: 4749.364258
	Iteration 7Q: 3 clusters Score -1714358 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1714647.625000 Penalty: 4749.364258
	Iteration 8Q: 3 clusters Score -1714648 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1715043.500000 Penalty: 4749.364258
	Iteration 9Q: 3 clusters Score -1715044 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1715496.375000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1715496 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1716044.250000 Penalty: 4749.364258
	Iteration 11F: 3 clusters Score -1716044 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1716617.250000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1716617 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1717091.875000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1717092 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1717466.125000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1717466 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1717681.375000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1717681 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1717802.375000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1717802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1717880.125000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1717880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1717919.375000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1717919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1717950.250000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1717950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1717968.250000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1717968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1717983.000000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1717983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1717999.750000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1718000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1718014.125000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1718014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1718023.875000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1718024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1718029.000000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1718029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1718035.375000 Penalty: 4749.364258
	Iteration 26Q: 3 clusters Score -1718035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1718039.125000 Penalty: 4749.364258
	Iteration 27Q: 3 clusters Score -1718039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1718041.375000 Penalty: 4749.364258
	Iteration 28Q: 3 clusters Score -1718041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1718042.750000 Penalty: 4749.364258
	Iteration 29Q: 3 clusters Score -1718043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1718042.750000 Penalty: 4749.364258
	Iteration 30F: 3 clusters Score -1718043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Entering Unmasked Estep 
Score: -1555244.875000 Penalty: 2368.299561
	Iteration 0F: 2 clusters Score -1555245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1544943.625000 Penalty: 4736.599121
	Iteration 0F: 3 clusters Score -1544944 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1548342.125000 Penalty: 4736.599121
	Iteration 1F: 3 clusters Score -1548342 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1548960.250000 Penalty: 4736.599121
	Iteration 2F: 3 clusters Score -1548960 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1549692.875000 Penalty: 4736.599121
	Iteration 3F: 3 clusters Score -1549693 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1550482.375000 Penalty: 4736.599121
	Iteration 4F: 3 clusters Score -1550482 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1551217.375000 Penalty: 4736.599121
	Iteration 5F: 3 clusters Score -1551217 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1551779.125000 Penalty: 4736.599121
	Iteration 6F: 3 clusters Score -1551779 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1552161.500000 Penalty: 4736.599121
	Iteration 7Q: 3 clusters Score -1552162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1552453.000000 Penalty: 4736.599121
	Iteration 8Q: 3 clusters Score -1552453 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1552662.500000 Penalty: 4736.599121
	Iteration 9Q: 3 clusters Score -1552662 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1552855.375000 Penalty: 4736.599121
	Iteration 10Q: 3 clusters Score -1552855 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1552986.125000 Penalty: 4736.599121
	Iteration 11Q: 3 clusters Score -1552986 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1553101.375000 Penalty: 4736.599121
	Iteration 12Q: 3 clusters Score -1553101 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1553203.625000 Penalty: 4736.599121
	Iteration 13Q: 3 clusters Score -1553204 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1553268.500000 Penalty: 4736.599121
	Iteration 14Q: 3 clusters Score -1553268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1553322.500000 Penalty: 4736.599121
	Iteration 15Q: 3 clusters Score -1553322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1553364.375000 Penalty: 4736.599121
	Iteration 16Q: 3 clusters Score -1553364 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1553402.250000 Penalty: 4736.599121
	Iteration 17Q: 3 clusters Score -1553402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1553433.125000 Penalty: 4736.599121
	Iteration 18Q: 3 clusters Score -1553433 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1553451.750000 Penalty: 4736.599121
	Iteration 19Q: 3 clusters Score -1553452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1553480.750000 Penalty: 4736.599121
	Iteration 20F: 3 clusters Score -1553481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1553503.750000 Penalty: 4736.599121
	Iteration 21Q: 3 clusters Score -1553504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1553521.125000 Penalty: 4736.599121
	Iteration 22Q: 3 clusters Score -1553521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1553548.625000 Penalty: 4736.599121
	Iteration 23Q: 3 clusters Score -1553549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1553564.375000 Penalty: 4736.599121
	Iteration 24Q: 3 clusters Score -1553564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1553585.125000 Penalty: 4736.599121
	Iteration 25Q: 3 clusters Score -1553585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1553598.500000 Penalty: 4736.599121
	Iteration 26Q: 3 clusters Score -1553598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1553614.500000 Penalty: 4736.599121
	Iteration 27Q: 3 clusters Score -1553614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1553624.500000 Penalty: 4736.599121
	Iteration 28Q: 3 clusters Score -1553624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1553635.125000 Penalty: 4736.599121
	Iteration 29Q: 3 clusters Score -1553635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1553644.375000 Penalty: 4736.599121
	Iteration 30Q: 3 clusters Score -1553644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1553645.375000 Penalty: 4736.599121
	Iteration 31Q: 3 clusters Score -1553645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1553655.625000 Penalty: 4736.599121
	Iteration 32Q: 3 clusters Score -1553656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1553665.500000 Penalty: 4736.599121
	Iteration 33Q: 3 clusters Score -1553666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1553667.875000 Penalty: 4736.599121
	Iteration 34Q: 3 clusters Score -1553668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1553673.625000 Penalty: 4736.599121
	Iteration 35Q: 3 clusters Score -1553674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1553682.125000 Penalty: 4736.599121
	Iteration 36Q: 3 clusters Score -1553682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1553682.625000 Penalty: 4736.599121
	Iteration 37Q: 3 clusters Score -1553683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1553687.625000 Penalty: 4736.599121
	Iteration 38Q: 3 clusters Score -1553688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1553694.250000 Penalty: 4736.599121
	Iteration 39Q: 3 clusters Score -1553694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1553700.000000 Penalty: 4736.599121
	Iteration 40F: 3 clusters Score -1553700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1553711.500000 Penalty: 4736.599121
	Iteration 41Q: 3 clusters Score -1553712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1553718.625000 Penalty: 4736.599121
	Iteration 42Q: 3 clusters Score -1553719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1553724.875000 Penalty: 4736.599121
	Iteration 43Q: 3 clusters Score -1553725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1553731.625000 Penalty: 4736.599121
	Iteration 44Q: 3 clusters Score -1553732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1553731.500000 Penalty: 4736.599121
	Iteration 45Q: 3 clusters Score -1553732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1553733.750000 Penalty: 4736.599121
	Iteration 46Q: 3 clusters Score -1553734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1553738.125000 Penalty: 4736.599121
	Iteration 47Q: 3 clusters Score -1553738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1553742.750000 Penalty: 4736.599121
	Iteration 48Q: 3 clusters Score -1553743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1553747.000000 Penalty: 4736.599121
	Iteration 49Q: 3 clusters Score -1553747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1553758.000000 Penalty: 4736.599121
	Iteration 50Q: 3 clusters Score -1553758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1553757.250000 Penalty: 4736.599121
	Iteration 51Q: 3 clusters Score -1553757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1553764.000000 Penalty: 4736.599121
	Iteration 52Q: 3 clusters Score -1553764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1553771.625000 Penalty: 4736.599121
	Iteration 53Q: 3 clusters Score -1553772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1553782.375000 Penalty: 4736.599121
	Iteration 54Q: 3 clusters Score -1553782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1553781.250000 Penalty: 4736.599121
	Iteration 55Q: 3 clusters Score -1553781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1553787.500000 Penalty: 4736.599121
	Iteration 56Q: 3 clusters Score -1553788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1553789.625000 Penalty: 4736.599121
	Iteration 57Q: 3 clusters Score -1553790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1553793.750000 Penalty: 4736.599121
	Iteration 58Q: 3 clusters Score -1553794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1553794.375000 Penalty: 4736.599121
	Iteration 59Q: 3 clusters Score -1553794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1553797.875000 Penalty: 4736.599121
	Iteration 60F: 3 clusters Score -1553798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1553799.500000 Penalty: 4736.599121
	Iteration 61Q: 3 clusters Score -1553800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1553801.125000 Penalty: 4736.599121
	Iteration 62Q: 3 clusters Score -1553801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1553802.875000 Penalty: 4736.599121
	Iteration 63Q: 3 clusters Score -1553803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1553803.750000 Penalty: 4736.599121
	Iteration 64Q: 3 clusters Score -1553804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1553805.750000 Penalty: 4736.599121
	Iteration 65Q: 3 clusters Score -1553806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1553808.125000 Penalty: 4736.599121
	Iteration 66Q: 3 clusters Score -1553808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1553808.125000 Penalty: 4736.599121
	Iteration 67Q: 3 clusters Score -1553808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1553810.875000 Penalty: 4736.599121
	Iteration 68Q: 3 clusters Score -1553811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1553813.250000 Penalty: 4736.599121
	Iteration 69Q: 3 clusters Score -1553813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1553816.375000 Penalty: 4736.599121
	Iteration 70Q: 3 clusters Score -1553816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1553818.500000 Penalty: 4736.599121
	Iteration 71Q: 3 clusters Score -1553818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1553820.625000 Penalty: 4736.599121
	Iteration 72Q: 3 clusters Score -1553821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1553825.500000 Penalty: 4736.599121
	Iteration 73Q: 3 clusters Score -1553826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1553826.125000 Penalty: 4736.599121
	Iteration 74Q: 3 clusters Score -1553826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1553828.000000 Penalty: 4736.599121
	Iteration 75Q: 3 clusters Score -1553828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1553830.875000 Penalty: 4736.599121
	Iteration 76Q: 3 clusters Score -1553831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1553837.500000 Penalty: 4736.599121
	Iteration 77Q: 3 clusters Score -1553838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1553837.875000 Penalty: 4736.599121
	Iteration 78Q: 3 clusters Score -1553838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1553840.250000 Penalty: 4736.599121
	Iteration 79Q: 3 clusters Score -1553840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1553839.125000 Penalty: 4736.599121
	Iteration 80F: 3 clusters Score -1553839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1553845.250000 Penalty: 4736.599121
	Iteration 81Q: 3 clusters Score -1553845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1553848.250000 Penalty: 4736.599121
	Iteration 82Q: 3 clusters Score -1553848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1553848.875000 Penalty: 4736.599121
	Iteration 83Q: 3 clusters Score -1553849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1553851.750000 Penalty: 4736.599121
	Iteration 84Q: 3 clusters Score -1553852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1553853.000000 Penalty: 4736.599121
	Iteration 85Q: 3 clusters Score -1553853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1553853.625000 Penalty: 4736.599121
	Iteration 86Q: 3 clusters Score -1553854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1553853.625000 Penalty: 4736.599121
	Iteration 87F: 3 clusters Score -1553854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -506326.031250 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -506326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -502278.750000 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -502278.8 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -503239.468750 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -503239.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -503441.218750 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -503441.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -503529.812500 Penalty: 4152.824707
	Iteration 3Q: 3 clusters Score -503529.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -503601.093750 Penalty: 4152.824707
	Iteration 4Q: 3 clusters Score -503601.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -503674.156250 Penalty: 4152.824707
	Iteration 5Q: 3 clusters Score -503674.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -503735.562500 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -503735.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -503791.281250 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -503791.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -503844.906250 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -503844.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -503883.812500 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -503883.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -503916.093750 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -503916.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -503945.125000 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -503945.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -503971.062500 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -503971.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -503997.437500 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -503997.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -504028.718750 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -504028.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -504055.187500 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -504055.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -504073.937500 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -504073.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -504087.031250 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -504087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -504102.531250 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -504102.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -504119.187500 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -504119.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -504132.812500 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -504132.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -504142.968750 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -504143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -504154.125000 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -504154.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -504161.812500 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -504161.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -504165.781250 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -504165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -504170.531250 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -504170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -504174.343750 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -504174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -504178.750000 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -504178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -504182.937500 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -504182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504189.250000 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -504189.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -504196.500000 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -504196.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -504201.625000 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -504201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -504208.156250 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -504208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -504212.531250 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -504212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -504216.125000 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -504216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -504220.687500 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -504220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -504224.312500 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -504224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -504228.218750 Penalty: 4152.824707
	Iteration 37Q: 3 clusters Score -504228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -504232.187500 Penalty: 4152.824707
	Iteration 38Q: 3 clusters Score -504232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504234.187500 Penalty: 4152.824707
	Iteration 39Q: 3 clusters Score -504234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -504238.250000 Penalty: 4152.824707
	Iteration 40F: 3 clusters Score -504238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -504240.562500 Penalty: 4152.824707
	Iteration 41Q: 3 clusters Score -504240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -504241.031250 Penalty: 4152.824707
	Iteration 42Q: 3 clusters Score -504241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -504242.093750 Penalty: 4152.824707
	Iteration 43Q: 3 clusters Score -504242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -504243.312500 Penalty: 4152.824707
	Iteration 44Q: 3 clusters Score -504243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -504244.656250 Penalty: 4152.824707
	Iteration 45Q: 3 clusters Score -504244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -504246.218750 Penalty: 4152.824707
	Iteration 46Q: 3 clusters Score -504246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -504246.562500 Penalty: 4152.824707
	Iteration 47Q: 3 clusters Score -504246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -504246.906250 Penalty: 4152.824707
	Iteration 48Q: 3 clusters Score -504246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -504247.437500 Penalty: 4152.824707
	Iteration 49Q: 3 clusters Score -504247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -504247.781250 Penalty: 4152.824707
	Iteration 50Q: 3 clusters Score -504247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -504248.656250 Penalty: 4152.824707
	Iteration 51Q: 3 clusters Score -504248.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -504251.468750 Penalty: 4152.824707
	Iteration 52Q: 3 clusters Score -504251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -504254.406250 Penalty: 4152.824707
	Iteration 53Q: 3 clusters Score -504254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -504256.718750 Penalty: 4152.824707
	Iteration 54Q: 3 clusters Score -504256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -504258.906250 Penalty: 4152.824707
	Iteration 55Q: 3 clusters Score -504258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -504259.000000 Penalty: 4152.824707
	Iteration 56Q: 3 clusters Score -504259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -504259.500000 Penalty: 4152.824707
	Iteration 57Q: 3 clusters Score -504259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -504260.500000 Penalty: 4152.824707
	Iteration 58Q: 3 clusters Score -504260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -504261.906250 Penalty: 4152.824707
	Iteration 59Q: 3 clusters Score -504261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -504264.812500 Penalty: 4152.824707
	Iteration 60F: 3 clusters Score -504264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -504266.156250 Penalty: 4152.824707
	Iteration 61Q: 3 clusters Score -504266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -504267.031250 Penalty: 4152.824707
	Iteration 62Q: 3 clusters Score -504267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -504267.906250 Penalty: 4152.824707
	Iteration 63Q: 3 clusters Score -504267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -504268.500000 Penalty: 4152.824707
	Iteration 64Q: 3 clusters Score -504268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -504270.000000 Penalty: 4152.824707
	Iteration 65Q: 3 clusters Score -504270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -504270.437500 Penalty: 4152.824707
	Iteration 66Q: 3 clusters Score -504270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -504270.437500 Penalty: 4152.824707
	Iteration 67F: 3 clusters Score -504270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Entering Unmasked Estep 
Score: -1357925.500000 Penalty: 2320.694580
	Iteration 0F: 2 clusters Score -1357926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1349201.250000 Penalty: 4641.389160
	Iteration 0F: 3 clusters Score -1349201 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1352084.875000 Penalty: 4641.389160
	Iteration 1F: 3 clusters Score -1352085 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1352724.000000 Penalty: 4641.389160
	Iteration 2F: 3 clusters Score -1352724 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1353366.250000 Penalty: 4641.389160
	Iteration 3F: 3 clusters Score -1353366 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1353979.750000 Penalty: 4641.389160
	Iteration 4F: 3 clusters Score -1353980 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1354607.250000 Penalty: 4641.389160
	Iteration 5F: 3 clusters Score -1354607 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1355156.750000 Penalty: 4641.389160
	Iteration 6F: 3 clusters Score -1355157 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1355645.000000 Penalty: 4641.389160
	Iteration 7F: 3 clusters Score -1355645 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1356068.000000 Penalty: 4641.389160
	Iteration 8Q: 3 clusters Score -1356068 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1356379.750000 Penalty: 4641.389160
	Iteration 9Q: 3 clusters Score -1356380 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1356573.125000 Penalty: 4641.389160
	Iteration 10Q: 3 clusters Score -1356573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1356690.125000 Penalty: 4641.389160
	Iteration 11Q: 3 clusters Score -1356690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1356747.875000 Penalty: 4641.389160
	Iteration 12Q: 3 clusters Score -1356748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1356790.750000 Penalty: 4641.389160
	Iteration 13Q: 3 clusters Score -1356791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1356811.125000 Penalty: 4641.389160
	Iteration 14Q: 3 clusters Score -1356811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1356823.000000 Penalty: 4641.389160
	Iteration 15Q: 3 clusters Score -1356823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1356824.500000 Penalty: 4641.389160
	Iteration 16Q: 3 clusters Score -1356824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1356830.125000 Penalty: 4641.389160
	Iteration 17Q: 3 clusters Score -1356830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1356831.125000 Penalty: 4641.389160
	Iteration 18Q: 3 clusters Score -1356831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1356836.750000 Penalty: 4641.389160
	Iteration 19Q: 3 clusters Score -1356837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1356840.625000 Penalty: 4641.389160
	Iteration 20F: 3 clusters Score -1356841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1356845.500000 Penalty: 4641.389160
	Iteration 21Q: 3 clusters Score -1356846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1356851.375000 Penalty: 4641.389160
	Iteration 22Q: 3 clusters Score -1356851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1356853.000000 Penalty: 4641.389160
	Iteration 23Q: 3 clusters Score -1356853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1356861.875000 Penalty: 4641.389160
	Iteration 24Q: 3 clusters Score -1356862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1356861.000000 Penalty: 4641.389160
	Iteration 25Q: 3 clusters Score -1356861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1356863.500000 Penalty: 4641.389160
	Iteration 26Q: 3 clusters Score -1356864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1356863.750000 Penalty: 4641.389160
	Iteration 27Q: 3 clusters Score -1356864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1356864.125000 Penalty: 4641.389160
	Iteration 28Q: 3 clusters Score -1356864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1356864.125000 Penalty: 4641.389160
	Iteration 29F: 3 clusters Score -1356864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Entering Unmasked Estep 
Score: -8114688.500000 Penalty: 2760.224121
	Iteration 0F: 2 clusters Score -8114688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8069052.000000 Penalty: 5520.448242
	Iteration 0F: 3 clusters Score -8069052 nChanged 31955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -8087115.500000 Penalty: 5520.448242
	Iteration 1F: 3 clusters Score -8087116 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8087888.500000 Penalty: 5520.448242
	Iteration 2Q: 3 clusters Score -8087888 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8088803.500000 Penalty: 5520.448242
	Iteration 3Q: 3 clusters Score -8088804 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -8089938.500000 Penalty: 5520.448242
	Iteration 4Q: 3 clusters Score -8089938 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -8091423.000000 Penalty: 5520.448242
	Iteration 5Q: 3 clusters Score -8091423 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -8093237.000000 Penalty: 5520.448242
	Iteration 6F: 3 clusters Score -8093237 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8095411.500000 Penalty: 5520.448242
	Iteration 7F: 3 clusters Score -8095412 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -8098042.500000 Penalty: 5520.448242
	Iteration 8F: 3 clusters Score -8098042 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -8100847.000000 Penalty: 5520.448242
	Iteration 9F: 3 clusters Score -8100847 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -8103653.500000 Penalty: 5520.448242
	Iteration 10F: 3 clusters Score -8103654 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -8106141.000000 Penalty: 5520.448242
	Iteration 11Q: 3 clusters Score -8106141 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -8108217.500000 Penalty: 5520.448242
	Iteration 12Q: 3 clusters Score -8108218 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -8109618.000000 Penalty: 5520.448242
	Iteration 13Q: 3 clusters Score -8109618 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8110476.000000 Penalty: 5520.448242
	Iteration 14Q: 3 clusters Score -8110476 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8111085.000000 Penalty: 5520.448242
	Iteration 15Q: 3 clusters Score -8111085 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8111481.500000 Penalty: 5520.448242
	Iteration 16Q: 3 clusters Score -8111482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8111779.000000 Penalty: 5520.448242
	Iteration 17Q: 3 clusters Score -8111779 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8111940.500000 Penalty: 5520.448242
	Iteration 18Q: 3 clusters Score -8111940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8112065.500000 Penalty: 5520.448242
	Iteration 19Q: 3 clusters Score -8112066 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8112180.500000 Penalty: 5520.448242
	Iteration 20F: 3 clusters Score -8112180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8112220.000000 Penalty: 5520.448242
	Iteration 21Q: 3 clusters Score -8112220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8112266.500000 Penalty: 5520.448242
	Iteration 22Q: 3 clusters Score -8112266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8112292.000000 Penalty: 5520.448242
	Iteration 23Q: 3 clusters Score -8112292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8112319.500000 Penalty: 5520.448242
	Iteration 24Q: 3 clusters Score -8112320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8112344.000000 Penalty: 5520.448242
	Iteration 25Q: 3 clusters Score -8112344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8112357.500000 Penalty: 5520.448242
	Iteration 26Q: 3 clusters Score -8112358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8112361.500000 Penalty: 5520.448242
	Iteration 27Q: 3 clusters Score -8112362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8112367.500000 Penalty: 5520.448242
	Iteration 28Q: 3 clusters Score -8112368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8112380.000000 Penalty: 5520.448242
	Iteration 29Q: 3 clusters Score -8112380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8112394.000000 Penalty: 5520.448242
	Iteration 30Q: 3 clusters Score -8112394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8112414.000000 Penalty: 5520.448242
	Iteration 31Q: 3 clusters Score -8112414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8112417.500000 Penalty: 5520.448242
	Iteration 32Q: 3 clusters Score -8112418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8112431.000000 Penalty: 5520.448242
	Iteration 33Q: 3 clusters Score -8112431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8112433.000000 Penalty: 5520.448242
	Iteration 34Q: 3 clusters Score -8112433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8112428.000000 Penalty: 5520.448242
	Iteration 35Q: 3 clusters Score -8112428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8112437.500000 Penalty: 5520.448242
	Iteration 36Q: 3 clusters Score -8112438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8112435.000000 Penalty: 5520.448242
	Iteration 37Q: 3 clusters Score -8112435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8112444.000000 Penalty: 5520.448242
	Iteration 38Q: 3 clusters Score -8112444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8112445.000000 Penalty: 5520.448242
	Iteration 39Q: 3 clusters Score -8112445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8112442.000000 Penalty: 5520.448242
	Iteration 40F: 3 clusters Score -8112442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8112447.500000 Penalty: 5520.448242
	Iteration 41Q: 3 clusters Score -8112448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8112456.500000 Penalty: 5520.448242
	Iteration 42Q: 3 clusters Score -8112456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8112454.500000 Penalty: 5520.448242
	Iteration 43Q: 3 clusters Score -8112454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8112459.500000 Penalty: 5520.448242
	Iteration 44Q: 3 clusters Score -8112460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8112460.500000 Penalty: 5520.448242
	Iteration 45Q: 3 clusters Score -8112460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8112460.000000 Penalty: 5520.448242
	Iteration 46Q: 3 clusters Score -8112460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8112460.500000 Penalty: 5520.448242
	Iteration 47Q: 3 clusters Score -8112460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8112467.500000 Penalty: 5520.448242
	Iteration 48Q: 3 clusters Score -8112468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8112466.500000 Penalty: 5520.448242
	Iteration 49Q: 3 clusters Score -8112466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8112464.000000 Penalty: 5520.448242
	Iteration 50Q: 3 clusters Score -8112464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8112462.500000 Penalty: 5520.448242
	Iteration 51Q: 3 clusters Score -8112462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8112472.000000 Penalty: 5520.448242
	Iteration 52Q: 3 clusters Score -8112472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8112468.500000 Penalty: 5520.448242
	Iteration 53Q: 3 clusters Score -8112468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8112468.000000 Penalty: 5520.448242
	Iteration 54Q: 3 clusters Score -8112468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8112467.000000 Penalty: 5520.448242
	Iteration 55Q: 3 clusters Score -8112467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8112468.000000 Penalty: 5520.448242
	Iteration 56Q: 3 clusters Score -8112468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8112460.500000 Penalty: 5520.448242
	Iteration 57Q: 3 clusters Score -8112460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8112456.000000 Penalty: 5520.448242
	Iteration 58Q: 3 clusters Score -8112456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8112467.500000 Penalty: 5520.448242
	Iteration 59Q: 3 clusters Score -8112468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8112467.000000 Penalty: 5520.448242
	Iteration 60F: 3 clusters Score -8112467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8112466.000000 Penalty: 5520.448242
	Iteration 61Q: 3 clusters Score -8112466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8112465.000000 Penalty: 5520.448242
	Iteration 62Q: 3 clusters Score -8112465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8112467.000000 Penalty: 5520.448242
	Iteration 63Q: 3 clusters Score -8112467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8112467.500000 Penalty: 5520.448242
	Iteration 64Q: 3 clusters Score -8112468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8112467.500000 Penalty: 5520.448242
	Iteration 65F: 3 clusters Score -8112468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -311731.281250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -311731.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -308647.343750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -308647.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -309490.812500 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -309490.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -309742.468750 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -309742.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -309919.375000 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -309919.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -310088.000000 Penalty: 3956.220947
	Iteration 4F: 3 clusters Score -310088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -310220.781250 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -310220.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -310343.656250 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -310343.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -310460.156250 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -310460.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -310558.218750 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -310558.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -310644.406250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -310644.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -310690.375000 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -310690.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -310717.062500 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -310717.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -310731.468750 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -310731.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -310744.000000 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -310744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -310753.718750 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -310753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -310759.500000 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -310759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -310765.218750 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -310765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -310769.406250 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -310769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -310773.531250 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -310773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -310777.375000 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -310777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -310781.531250 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -310781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -310783.468750 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -310783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -310784.437500 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -310784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -310784.687500 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -310784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -310785.406250 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -310785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -310785.406250 Penalty: 3956.220947
	Iteration 25F: 3 clusters Score -310785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -684612.250000 Penalty: 2159.496826
	Iteration 0F: 2 clusters Score -684612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -679478.750000 Penalty: 4318.993652
	Iteration 0F: 3 clusters Score -679478.8 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -680951.875000 Penalty: 4318.993652
	Iteration 1F: 3 clusters Score -680951.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -681447.000000 Penalty: 4318.993652
	Iteration 2F: 3 clusters Score -681447 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -682012.625000 Penalty: 4318.993652
	Iteration 3F: 3 clusters Score -682012.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -682586.437500 Penalty: 4318.993652
	Iteration 4F: 3 clusters Score -682586.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -683045.375000 Penalty: 4318.993652
	Iteration 5F: 3 clusters Score -683045.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -683516.687500 Penalty: 4318.993652
	Iteration 6F: 3 clusters Score -683516.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -684243.625000 Penalty: 4318.993652
	Iteration 7F: 3 clusters Score -684243.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -684817.500000 Penalty: 4318.993652
	Iteration 8Q: 3 clusters Score -684817.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -685016.562500 Penalty: 4318.993652
	Iteration 9Q: 3 clusters Score -685016.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -685112.312500 Penalty: 4318.993652
	Iteration 10Q: 3 clusters Score -685112.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -685160.562500 Penalty: 4318.993652
	Iteration 11Q: 3 clusters Score -685160.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -685198.625000 Penalty: 4318.993652
	Iteration 12Q: 3 clusters Score -685198.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -685227.687500 Penalty: 4318.993652
	Iteration 13Q: 3 clusters Score -685227.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -685251.500000 Penalty: 4318.993652
	Iteration 14Q: 3 clusters Score -685251.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -685265.875000 Penalty: 4318.993652
	Iteration 15Q: 3 clusters Score -685265.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -685280.812500 Penalty: 4318.993652
	Iteration 16Q: 3 clusters Score -685280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -685290.062500 Penalty: 4318.993652
	Iteration 17Q: 3 clusters Score -685290.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -685305.125000 Penalty: 4318.993652
	Iteration 18Q: 3 clusters Score -685305.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -685314.937500 Penalty: 4318.993652
	Iteration 19Q: 3 clusters Score -685314.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -685330.750000 Penalty: 4318.993652
	Iteration 20F: 3 clusters Score -685330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -685355.375000 Penalty: 4318.993652
	Iteration 21Q: 3 clusters Score -685355.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -685375.437500 Penalty: 4318.993652
	Iteration 22Q: 3 clusters Score -685375.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -685387.437500 Penalty: 4318.993652
	Iteration 23Q: 3 clusters Score -685387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -685398.375000 Penalty: 4318.993652
	Iteration 24Q: 3 clusters Score -685398.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -685416.812500 Penalty: 4318.993652
	Iteration 25Q: 3 clusters Score -685416.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -685445.250000 Penalty: 4318.993652
	Iteration 26Q: 3 clusters Score -685445.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -685471.562500 Penalty: 4318.993652
	Iteration 27Q: 3 clusters Score -685471.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -685502.562500 Penalty: 4318.993652
	Iteration 28Q: 3 clusters Score -685502.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -685538.250000 Penalty: 4318.993652
	Iteration 29Q: 3 clusters Score -685538.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -685571.125000 Penalty: 4318.993652
	Iteration 30Q: 3 clusters Score -685571.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -685602.687500 Penalty: 4318.993652
	Iteration 31Q: 3 clusters Score -685602.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -685628.500000 Penalty: 4318.993652
	Iteration 32Q: 3 clusters Score -685628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -685646.437500 Penalty: 4318.993652
	Iteration 33Q: 3 clusters Score -685646.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -685660.312500 Penalty: 4318.993652
	Iteration 34Q: 3 clusters Score -685660.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -685673.312500 Penalty: 4318.993652
	Iteration 35Q: 3 clusters Score -685673.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -685684.500000 Penalty: 4318.993652
	Iteration 36Q: 3 clusters Score -685684.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -685695.187500 Penalty: 4318.993652
	Iteration 37Q: 3 clusters Score -685695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -685704.125000 Penalty: 4318.993652
	Iteration 38Q: 3 clusters Score -685704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -685710.250000 Penalty: 4318.993652
	Iteration 39Q: 3 clusters Score -685710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -685713.937500 Penalty: 4318.993652
	Iteration 40F: 3 clusters Score -685713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -685715.875000 Penalty: 4318.993652
	Iteration 41Q: 3 clusters Score -685715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -685720.500000 Penalty: 4318.993652
	Iteration 42Q: 3 clusters Score -685720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -685723.562500 Penalty: 4318.993652
	Iteration 43Q: 3 clusters Score -685723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -685725.375000 Penalty: 4318.993652
	Iteration 44Q: 3 clusters Score -685725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -685726.250000 Penalty: 4318.993652
	Iteration 45Q: 3 clusters Score -685726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -685729.250000 Penalty: 4318.993652
	Iteration 46Q: 3 clusters Score -685729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -685730.875000 Penalty: 4318.993652
	Iteration 47Q: 3 clusters Score -685730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -685730.375000 Penalty: 4318.993652
	Iteration 48Q: 3 clusters Score -685730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -685731.687500 Penalty: 4318.993652
	Iteration 49Q: 3 clusters Score -685731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -685731.687500 Penalty: 4318.993652
	Iteration 50F: 3 clusters Score -685731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 80718 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68182 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 6375 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4413 members 
Mstep: Class 21 contains 16622 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 4264 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 1811 members 
Entering Unmasked Estep 
Score: -45018308.000000 Penalty: 92645.625000
Splitting cluster 10 changes total score from -45017992.000000 to -45018308.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -975498.062500 Penalty: 2248.770752
	Iteration 0F: 2 clusters Score -975498.1 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 4426 members 
Entering Unmasked Estep 
Score: -968730.937500 Penalty: 4497.541504
	Iteration 0F: 3 clusters Score -968730.9 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -970756.125000 Penalty: 4497.541504
	Iteration 1F: 3 clusters Score -970756.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -971172.437500 Penalty: 4497.541504
	Iteration 2F: 3 clusters Score -971172.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -971521.875000 Penalty: 4497.541504
	Iteration 3F: 3 clusters Score -971521.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -971837.375000 Penalty: 4497.541504
	Iteration 4F: 3 clusters Score -971837.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -972110.062500 Penalty: 4497.541504
	Iteration 5Q: 3 clusters Score -972110.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -972391.875000 Penalty: 4497.541504
	Iteration 6Q: 3 clusters Score -972391.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -972658.500000 Penalty: 4497.541504
	Iteration 7Q: 3 clusters Score -972658.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -972853.625000 Penalty: 4497.541504
	Iteration 8Q: 3 clusters Score -972853.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -972973.687500 Penalty: 4497.541504
	Iteration 9Q: 3 clusters Score -972973.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -973068.187500 Penalty: 4497.541504
	Iteration 10Q: 3 clusters Score -973068.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -973144.250000 Penalty: 4497.541504
	Iteration 11Q: 3 clusters Score -973144.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -973206.250000 Penalty: 4497.541504
	Iteration 12Q: 3 clusters Score -973206.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -973260.687500 Penalty: 4497.541504
	Iteration 13Q: 3 clusters Score -973260.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -973324.750000 Penalty: 4497.541504
	Iteration 14Q: 3 clusters Score -973324.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -973369.312500 Penalty: 4497.541504
	Iteration 15Q: 3 clusters Score -973369.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -973425.125000 Penalty: 4497.541504
	Iteration 16Q: 3 clusters Score -973425.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -973461.562500 Penalty: 4497.541504
	Iteration 17Q: 3 clusters Score -973461.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -973507.125000 Penalty: 4497.541504
	Iteration 18Q: 3 clusters Score -973507.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -973546.000000 Penalty: 4497.541504
	Iteration 19Q: 3 clusters Score -973546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -973583.937500 Penalty: 4497.541504
	Iteration 20F: 3 clusters Score -973583.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -973614.750000 Penalty: 4497.541504
	Iteration 21Q: 3 clusters Score -973614.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -973649.750000 Penalty: 4497.541504
	Iteration 22Q: 3 clusters Score -973649.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -973682.500000 Penalty: 4497.541504
	Iteration 23Q: 3 clusters Score -973682.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -973709.187500 Penalty: 4497.541504
	Iteration 24Q: 3 clusters Score -973709.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -973735.312500 Penalty: 4497.541504
	Iteration 25Q: 3 clusters Score -973735.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -973752.500000 Penalty: 4497.541504
	Iteration 26Q: 3 clusters Score -973752.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -973766.125000 Penalty: 4497.541504
	Iteration 27Q: 3 clusters Score -973766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -973774.187500 Penalty: 4497.541504
	Iteration 28Q: 3 clusters Score -973774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -973784.562500 Penalty: 4497.541504
	Iteration 29Q: 3 clusters Score -973784.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -973793.125000 Penalty: 4497.541504
	Iteration 30Q: 3 clusters Score -973793.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -973800.312500 Penalty: 4497.541504
	Iteration 31Q: 3 clusters Score -973800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -973808.250000 Penalty: 4497.541504
	Iteration 32Q: 3 clusters Score -973808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -973813.625000 Penalty: 4497.541504
	Iteration 33Q: 3 clusters Score -973813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -973818.500000 Penalty: 4497.541504
	Iteration 34Q: 3 clusters Score -973818.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -973821.562500 Penalty: 4497.541504
	Iteration 35Q: 3 clusters Score -973821.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -973826.812500 Penalty: 4497.541504
	Iteration 36Q: 3 clusters Score -973826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -973827.125000 Penalty: 4497.541504
	Iteration 37Q: 3 clusters Score -973827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -973827.625000 Penalty: 4497.541504
	Iteration 38Q: 3 clusters Score -973827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -973831.562500 Penalty: 4497.541504
	Iteration 39Q: 3 clusters Score -973831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -973832.875000 Penalty: 4497.541504
	Iteration 40F: 3 clusters Score -973832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -973833.187500 Penalty: 4497.541504
	Iteration 41Q: 3 clusters Score -973833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -973833.187500 Penalty: 4497.541504
	Iteration 42F: 3 clusters Score -973833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -396004.062500 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -396004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -392480.343750 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -392480.3 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -393341.062500 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -393341.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -393585.125000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -393585.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -393763.937500 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -393763.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -393898.093750 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -393898.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -394020.187500 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -394020.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -394129.906250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -394129.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -394229.656250 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -394229.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -394320.875000 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -394320.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -394372.875000 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -394372.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -394415.500000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -394415.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -394442.750000 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -394442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -394461.375000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -394461.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -394475.093750 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -394475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -394485.656250 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -394485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -394487.843750 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -394487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -394490.000000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -394490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -394490.000000 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -394490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -394490.562500 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -394490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -394491.781250 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -394491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -394493.343750 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -394493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -394494.468750 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -394494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -394496.156250 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -394496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -394499.125000 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -394499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -394500.531250 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -394500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -394500.531250 Penalty: 4041.054932
	Iteration 25F: 3 clusters Score -394500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -195834.812500 Penalty: 1864.749146
	Iteration 0F: 2 clusters Score -195834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -193375.296875 Penalty: 3729.498291
	Iteration 0F: 3 clusters Score -193375.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193933.078125 Penalty: 3729.498291
	Iteration 1F: 3 clusters Score -193933.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194140.406250 Penalty: 3729.498291
	Iteration 2F: 3 clusters Score -194140.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194334.109375 Penalty: 3729.498291
	Iteration 3F: 3 clusters Score -194334.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194508.578125 Penalty: 3729.498291
	Iteration 4F: 3 clusters Score -194508.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -194755.359375 Penalty: 3729.498291
	Iteration 5F: 3 clusters Score -194755.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -194930.187500 Penalty: 3729.498291
	Iteration 6F: 3 clusters Score -194930.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -195088.921875 Penalty: 3729.498291
	Iteration 7Q: 3 clusters Score -195088.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -195173.609375 Penalty: 3729.498291
	Iteration 8Q: 3 clusters Score -195173.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -195220.437500 Penalty: 3729.498291
	Iteration 9Q: 3 clusters Score -195220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -195237.843750 Penalty: 3729.498291
	Iteration 10Q: 3 clusters Score -195237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -195250.062500 Penalty: 3729.498291
	Iteration 11Q: 3 clusters Score -195250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -195259.265625 Penalty: 3729.498291
	Iteration 12Q: 3 clusters Score -195259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -195267.593750 Penalty: 3729.498291
	Iteration 13Q: 3 clusters Score -195267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -195270.609375 Penalty: 3729.498291
	Iteration 14Q: 3 clusters Score -195270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -195271.921875 Penalty: 3729.498291
	Iteration 15Q: 3 clusters Score -195271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -195272.953125 Penalty: 3729.498291
	Iteration 16Q: 3 clusters Score -195273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -195272.953125 Penalty: 3729.498291
	Iteration 17F: 3 clusters Score -195273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -743992.875000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -743992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -738626.625000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -738626.6 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -739968.312500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -739968.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -740271.812500 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -740271.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -740521.125000 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -740521.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -740757.375000 Penalty: 4345.029297
	Iteration 4F: 3 clusters Score -740757.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -740947.250000 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -740947.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -741134.000000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -741134 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -741301.312500 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -741301.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -741465.500000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -741465.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -741632.937500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -741632.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -741799.750000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -741799.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -741963.062500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -741963.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -742102.875000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -742102.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -742237.937500 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -742237.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -742383.375000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -742383.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -742509.125000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -742509.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -742580.312500 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -742580.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -742637.250000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -742637.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -742677.500000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -742677.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -742703.062500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -742703.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -742730.187500 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -742730.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -742756.062500 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -742756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -742774.750000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -742774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -742785.375000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -742785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -742793.062500 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -742793.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -742804.812500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -742804.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -742812.812500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -742812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -742823.937500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -742823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -742837.812500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -742837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -742859.562500 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -742859.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -742904.875000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -742904.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -743000.000000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -743000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -743221.312500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -743221.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -743751.687500 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -743751.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -744459.562500 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -744459.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -744963.000000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -744963 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -745098.750000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -745098.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -745176.250000 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -745176.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -745225.062500 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -745225.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -745277.250000 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -745277.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -745333.625000 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -745333.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -745401.312500 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -745401.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -745455.000000 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -745455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -745489.187500 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -745489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -745523.875000 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -745523.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -745574.062500 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -745574.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -745637.000000 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -745637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -745706.812500 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -745706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -745747.500000 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -745747.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -745760.937500 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -745760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -745764.875000 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -745764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -745769.312500 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -745769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -745775.312500 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -745775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -745778.125000 Penalty: 4345.029297
	Iteration 53Q: 3 clusters Score -745778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -745779.875000 Penalty: 4345.029297
	Iteration 54Q: 3 clusters Score -745779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -745781.062500 Penalty: 4345.029297
	Iteration 55Q: 3 clusters Score -745781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -745781.500000 Penalty: 4345.029297
	Iteration 56Q: 3 clusters Score -745781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -745781.750000 Penalty: 4345.029297
	Iteration 57Q: 3 clusters Score -745781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -745781.750000 Penalty: 4345.029297
	Iteration 58F: 3 clusters Score -745781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 80718 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68182 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4413 members 
Mstep: Class 21 contains 16622 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 4264 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 4772 members 
Entering Unmasked Estep 
Score: -45019120.000000 Penalty: 95840.296875
Splitting cluster 14 changes total score from -45017992.000000 to -45019120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -185197.656250 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -185197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182780.640625 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -182780.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183361.218750 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -183361.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -183632.187500 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -183632.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183898.734375 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -183898.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184120.687500 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -184120.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184300.640625 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -184300.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -184453.000000 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -184453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -184549.296875 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -184549.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -184650.812500 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -184650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184735.703125 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -184735.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -184797.578125 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -184797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184816.015625 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -184816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184835.468750 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -184835.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -184849.250000 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -184849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -184861.359375 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -184861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184870.078125 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -184870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -184880.343750 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -184880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -184886.812500 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -184886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184896.843750 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -184896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -184908.796875 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -184908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184916.703125 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -184916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184934.968750 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -184935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184944.609375 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -184944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184951.718750 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -184951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184960.703125 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -184960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184964.906250 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -184964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184965.109375 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -184965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184965.109375 Penalty: 3721.358154
	Iteration 27F: 3 clusters Score -184965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -552728.250000 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -552728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -548246.000000 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -548246 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -549601.812500 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -549601.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -550076.125000 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -550076.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -550542.125000 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -550542.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -550971.812500 Penalty: 4224.229980
	Iteration 4F: 3 clusters Score -550971.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -551416.250000 Penalty: 4224.229980
	Iteration 5F: 3 clusters Score -551416.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -551693.062500 Penalty: 4224.229980
	Iteration 6F: 3 clusters Score -551693.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -551857.312500 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -551857.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -551964.875000 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -551964.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -552056.812500 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -552056.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -552131.437500 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -552131.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -552214.500000 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -552214.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -552262.437500 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -552262.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -552284.375000 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -552284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -552297.875000 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -552297.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -552306.437500 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -552306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -552312.187500 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -552312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -552312.875000 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -552312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -552314.062500 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -552314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -552314.625000 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -552314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -552314.625000 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -552314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -532416.937500 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -532416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -528070.937500 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -528070.9 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -529176.437500 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -529176.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -529464.687500 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -529464.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -529667.937500 Penalty: 4198.877441
	Iteration 3F: 3 clusters Score -529667.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -529847.750000 Penalty: 4198.877441
	Iteration 4F: 3 clusters Score -529847.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -530018.625000 Penalty: 4198.877441
	Iteration 5Q: 3 clusters Score -530018.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -530202.687500 Penalty: 4198.877441
	Iteration 6Q: 3 clusters Score -530202.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -530406.437500 Penalty: 4198.877441
	Iteration 7Q: 3 clusters Score -530406.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -530544.500000 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -530544.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -530644.000000 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -530644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -530710.625000 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -530710.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -530756.437500 Penalty: 4198.877441
	Iteration 11Q: 3 clusters Score -530756.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -530783.187500 Penalty: 4198.877441
	Iteration 12Q: 3 clusters Score -530783.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -530801.562500 Penalty: 4198.877441
	Iteration 13Q: 3 clusters Score -530801.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -530817.562500 Penalty: 4198.877441
	Iteration 14Q: 3 clusters Score -530817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -530831.250000 Penalty: 4198.877441
	Iteration 15Q: 3 clusters Score -530831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -530845.062500 Penalty: 4198.877441
	Iteration 16Q: 3 clusters Score -530845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -530851.562500 Penalty: 4198.877441
	Iteration 17Q: 3 clusters Score -530851.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -530858.125000 Penalty: 4198.877441
	Iteration 18Q: 3 clusters Score -530858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -530862.062500 Penalty: 4198.877441
	Iteration 19Q: 3 clusters Score -530862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -530864.375000 Penalty: 4198.877441
	Iteration 20F: 3 clusters Score -530864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -530867.625000 Penalty: 4198.877441
	Iteration 21Q: 3 clusters Score -530867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -530870.687500 Penalty: 4198.877441
	Iteration 22Q: 3 clusters Score -530870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -530873.375000 Penalty: 4198.877441
	Iteration 23Q: 3 clusters Score -530873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -530875.812500 Penalty: 4198.877441
	Iteration 24Q: 3 clusters Score -530875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -530878.000000 Penalty: 4198.877441
	Iteration 25Q: 3 clusters Score -530878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -530879.875000 Penalty: 4198.877441
	Iteration 26Q: 3 clusters Score -530879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -530881.375000 Penalty: 4198.877441
	Iteration 27Q: 3 clusters Score -530881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -530885.000000 Penalty: 4198.877441
	Iteration 28Q: 3 clusters Score -530885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -530887.437500 Penalty: 4198.877441
	Iteration 29Q: 3 clusters Score -530887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -530890.750000 Penalty: 4198.877441
	Iteration 30Q: 3 clusters Score -530890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -530891.312500 Penalty: 4198.877441
	Iteration 31Q: 3 clusters Score -530891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -530893.125000 Penalty: 4198.877441
	Iteration 32Q: 3 clusters Score -530893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -530894.312500 Penalty: 4198.877441
	Iteration 33Q: 3 clusters Score -530894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -530896.187500 Penalty: 4198.877441
	Iteration 34Q: 3 clusters Score -530896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -530896.187500 Penalty: 4198.877441
	Iteration 35F: 3 clusters Score -530896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -453327.156250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -453327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -449399.500000 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -449399.5 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -450346.468750 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -450346.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450555.531250 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -450555.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -450717.250000 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -450717.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -450916.843750 Penalty: 4120.254883
	Iteration 4F: 3 clusters Score -450916.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -451155.718750 Penalty: 4120.254883
	Iteration 5F: 3 clusters Score -451155.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -451451.875000 Penalty: 4120.254883
	Iteration 6F: 3 clusters Score -451451.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -451708.625000 Penalty: 4120.254883
	Iteration 7F: 3 clusters Score -451708.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -451852.781250 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -451852.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -451950.781250 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -451950.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -452029.812500 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -452029.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -452112.062500 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -452112.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -452189.250000 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -452189.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -452248.750000 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -452248.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -452286.437500 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -452286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -452305.250000 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -452305.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -452313.437500 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -452313.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -452320.250000 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -452320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -452322.218750 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -452322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -452323.593750 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -452323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -452323.687500 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -452323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -290796.562500 Penalty: 1981.074463
	Iteration 0F: 2 clusters Score -290796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287610.343750 Penalty: 3962.148926
	Iteration 0F: 3 clusters Score -287610.3 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -288437.093750 Penalty: 3962.148926
	Iteration 1F: 3 clusters Score -288437.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288810.937500 Penalty: 3962.148926
	Iteration 2F: 3 clusters Score -288810.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289079.687500 Penalty: 3962.148926
	Iteration 3F: 3 clusters Score -289079.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289335.031250 Penalty: 3962.148926
	Iteration 4F: 3 clusters Score -289335 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289549.656250 Penalty: 3962.148926
	Iteration 5F: 3 clusters Score -289549.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289741.437500 Penalty: 3962.148926
	Iteration 6F: 3 clusters Score -289741.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289879.125000 Penalty: 3962.148926
	Iteration 7Q: 3 clusters Score -289879.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289970.500000 Penalty: 3962.148926
	Iteration 8Q: 3 clusters Score -289970.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290034.000000 Penalty: 3962.148926
	Iteration 9Q: 3 clusters Score -290034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290072.937500 Penalty: 3962.148926
	Iteration 10Q: 3 clusters Score -290072.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -290106.531250 Penalty: 3962.148926
	Iteration 11Q: 3 clusters Score -290106.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290137.687500 Penalty: 3962.148926
	Iteration 12Q: 3 clusters Score -290137.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -290164.968750 Penalty: 3962.148926
	Iteration 13Q: 3 clusters Score -290165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290190.031250 Penalty: 3962.148926
	Iteration 14Q: 3 clusters Score -290190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290208.406250 Penalty: 3962.148926
	Iteration 15Q: 3 clusters Score -290208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290224.406250 Penalty: 3962.148926
	Iteration 16Q: 3 clusters Score -290224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -290236.656250 Penalty: 3962.148926
	Iteration 17Q: 3 clusters Score -290236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290251.500000 Penalty: 3962.148926
	Iteration 18Q: 3 clusters Score -290251.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290270.968750 Penalty: 3962.148926
	Iteration 19Q: 3 clusters Score -290271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -290290.093750 Penalty: 3962.148926
	Iteration 20F: 3 clusters Score -290290.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -290311.625000 Penalty: 3962.148926
	Iteration 21Q: 3 clusters Score -290311.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290329.468750 Penalty: 3962.148926
	Iteration 22Q: 3 clusters Score -290329.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290346.812500 Penalty: 3962.148926
	Iteration 23Q: 3 clusters Score -290346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -290361.375000 Penalty: 3962.148926
	Iteration 24Q: 3 clusters Score -290361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -290376.187500 Penalty: 3962.148926
	Iteration 25Q: 3 clusters Score -290376.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -290396.906250 Penalty: 3962.148926
	Iteration 26Q: 3 clusters Score -290396.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290424.281250 Penalty: 3962.148926
	Iteration 27Q: 3 clusters Score -290424.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290439.750000 Penalty: 3962.148926
	Iteration 28Q: 3 clusters Score -290439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -290458.437500 Penalty: 3962.148926
	Iteration 29Q: 3 clusters Score -290458.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -290475.281250 Penalty: 3962.148926
	Iteration 30Q: 3 clusters Score -290475.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -290489.593750 Penalty: 3962.148926
	Iteration 31Q: 3 clusters Score -290489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -290497.156250 Penalty: 3962.148926
	Iteration 32Q: 3 clusters Score -290497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -290506.437500 Penalty: 3962.148926
	Iteration 33Q: 3 clusters Score -290506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -290517.406250 Penalty: 3962.148926
	Iteration 34Q: 3 clusters Score -290517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -290523.125000 Penalty: 3962.148926
	Iteration 35Q: 3 clusters Score -290523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -290528.500000 Penalty: 3962.148926
	Iteration 36Q: 3 clusters Score -290528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -290533.500000 Penalty: 3962.148926
	Iteration 37Q: 3 clusters Score -290533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -290538.875000 Penalty: 3962.148926
	Iteration 38Q: 3 clusters Score -290538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -290543.562500 Penalty: 3962.148926
	Iteration 39Q: 3 clusters Score -290543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -290545.187500 Penalty: 3962.148926
	Iteration 40F: 3 clusters Score -290545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -290546.062500 Penalty: 3962.148926
	Iteration 41Q: 3 clusters Score -290546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -290546.062500 Penalty: 3962.148926
	Iteration 42F: 3 clusters Score -290546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -488414.156250 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -488414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -484211.156250 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -484211.2 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -485238.406250 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -485238.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -485509.031250 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -485509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -485667.687500 Penalty: 4162.585938
	Iteration 3F: 3 clusters Score -485667.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -485778.312500 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -485778.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -485860.875000 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -485860.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -485935.187500 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -485935.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -486010.093750 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -486010.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -486091.031250 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -486091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -486169.125000 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -486169.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -486264.406250 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -486264.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -486356.875000 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -486356.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -486448.343750 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -486448.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -486521.937500 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -486521.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -486579.375000 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -486579.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -486638.125000 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -486638.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -486700.968750 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -486701 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486757.218750 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -486757.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -486802.750000 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -486802.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -486853.781250 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -486853.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -486894.875000 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -486894.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -486937.562500 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -486937.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -486963.250000 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -486963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -486981.250000 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -486981.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -487003.093750 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -487003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -487016.937500 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -487016.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -487031.906250 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -487031.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -487043.343750 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -487043.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -487054.718750 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -487054.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -487064.218750 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -487064.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487072.812500 Penalty: 4162.585938
	Iteration 30Q: 3 clusters Score -487072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -487078.843750 Penalty: 4162.585938
	Iteration 31Q: 3 clusters Score -487078.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -487085.500000 Penalty: 4162.585938
	Iteration 32Q: 3 clusters Score -487085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -487090.343750 Penalty: 4162.585938
	Iteration 33Q: 3 clusters Score -487090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -487093.875000 Penalty: 4162.585938
	Iteration 34Q: 3 clusters Score -487093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -487096.968750 Penalty: 4162.585938
	Iteration 35Q: 3 clusters Score -487097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -487100.406250 Penalty: 4162.585938
	Iteration 36Q: 3 clusters Score -487100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -487102.656250 Penalty: 4162.585938
	Iteration 37Q: 3 clusters Score -487102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -487103.781250 Penalty: 4162.585938
	Iteration 38Q: 3 clusters Score -487103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -487103.593750 Penalty: 4162.585938
	Iteration 39Q: 3 clusters Score -487103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -487104.218750 Penalty: 4162.585938
	Iteration 40F: 3 clusters Score -487104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -487103.750000 Penalty: 4162.585938
	Iteration 41Q: 3 clusters Score -487103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -487105.156250 Penalty: 4162.585938
	Iteration 42Q: 3 clusters Score -487105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -487106.093750 Penalty: 4162.585938
	Iteration 43Q: 3 clusters Score -487106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -487106.937500 Penalty: 4162.585938
	Iteration 44Q: 3 clusters Score -487106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -487106.937500 Penalty: 4162.585938
	Iteration 45F: 3 clusters Score -487106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -1934228.750000 Penalty: 2410.183594
	Iteration 0F: 2 clusters Score -1934229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1922335.375000 Penalty: 4820.367188
	Iteration 0F: 3 clusters Score -1922335 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1926188.000000 Penalty: 4820.367188
	Iteration 1F: 3 clusters Score -1926188 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1926761.000000 Penalty: 4820.367188
	Iteration 2F: 3 clusters Score -1926761 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1927479.750000 Penalty: 4820.367188
	Iteration 3F: 3 clusters Score -1927480 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1928574.750000 Penalty: 4820.367188
	Iteration 4F: 3 clusters Score -1928575 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1930397.000000 Penalty: 4820.367188
	Iteration 5F: 3 clusters Score -1930397 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1932652.750000 Penalty: 4820.367188
	Iteration 6F: 3 clusters Score -1932653 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1934437.500000 Penalty: 4820.367188
	Iteration 7F: 3 clusters Score -1934438 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1935536.250000 Penalty: 4820.367188
	Iteration 8F: 3 clusters Score -1935536 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1936030.875000 Penalty: 4820.367188
	Iteration 9Q: 3 clusters Score -1936031 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1936256.875000 Penalty: 4820.367188
	Iteration 10Q: 3 clusters Score -1936257 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1936351.500000 Penalty: 4820.367188
	Iteration 11Q: 3 clusters Score -1936352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1936401.125000 Penalty: 4820.367188
	Iteration 12Q: 3 clusters Score -1936401 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1936420.875000 Penalty: 4820.367188
	Iteration 13Q: 3 clusters Score -1936421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1936436.625000 Penalty: 4820.367188
	Iteration 14Q: 3 clusters Score -1936437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1936455.000000 Penalty: 4820.367188
	Iteration 15Q: 3 clusters Score -1936455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1936471.000000 Penalty: 4820.367188
	Iteration 16Q: 3 clusters Score -1936471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1936482.000000 Penalty: 4820.367188
	Iteration 17Q: 3 clusters Score -1936482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1936488.000000 Penalty: 4820.367188
	Iteration 18Q: 3 clusters Score -1936488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1936494.750000 Penalty: 4820.367188
	Iteration 19Q: 3 clusters Score -1936495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1936500.875000 Penalty: 4820.367188
	Iteration 20F: 3 clusters Score -1936501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1936499.000000 Penalty: 4820.367188
	Iteration 21Q: 3 clusters Score -1936499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1936496.750000 Penalty: 4820.367188
	Iteration 22Q: 3 clusters Score -1936497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1936503.625000 Penalty: 4820.367188
	Iteration 23Q: 3 clusters Score -1936504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1936502.875000 Penalty: 4820.367188
	Iteration 24Q: 3 clusters Score -1936503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1936502.875000 Penalty: 4820.367188
	Iteration 25Q: 3 clusters Score -1936503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1936510.500000 Penalty: 4820.367188
	Iteration 26Q: 3 clusters Score -1936510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1936507.250000 Penalty: 4820.367188
	Iteration 27Q: 3 clusters Score -1936507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1936507.625000 Penalty: 4820.367188
	Iteration 28Q: 3 clusters Score -1936508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1936508.625000 Penalty: 4820.367188
	Iteration 29Q: 3 clusters Score -1936509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1936513.000000 Penalty: 4820.367188
	Iteration 30Q: 3 clusters Score -1936513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1936513.625000 Penalty: 4820.367188
	Iteration 31Q: 3 clusters Score -1936514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1936515.375000 Penalty: 4820.367188
	Iteration 32Q: 3 clusters Score -1936515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1936514.500000 Penalty: 4820.367188
	Iteration 33Q: 3 clusters Score -1936514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1936514.875000 Penalty: 4820.367188
	Iteration 34Q: 3 clusters Score -1936515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1936512.625000 Penalty: 4820.367188
	Iteration 35Q: 3 clusters Score -1936513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1936517.625000 Penalty: 4820.367188
	Iteration 36Q: 3 clusters Score -1936518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1936519.375000 Penalty: 4820.367188
	Iteration 37Q: 3 clusters Score -1936519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1936518.125000 Penalty: 4820.367188
	Iteration 38Q: 3 clusters Score -1936518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1936514.125000 Penalty: 4820.367188
	Iteration 39Q: 3 clusters Score -1936514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1936515.750000 Penalty: 4820.367188
	Iteration 40F: 3 clusters Score -1936516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1936521.875000 Penalty: 4820.367188
	Iteration 41Q: 3 clusters Score -1936522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1936518.625000 Penalty: 4820.367188
	Iteration 42Q: 3 clusters Score -1936519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1936519.375000 Penalty: 4820.367188
	Iteration 43Q: 3 clusters Score -1936519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1936516.000000 Penalty: 4820.367188
	Iteration 44Q: 3 clusters Score -1936516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1936518.000000 Penalty: 4820.367188
	Iteration 45Q: 3 clusters Score -1936518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1936518.250000 Penalty: 4820.367188
	Iteration 46Q: 3 clusters Score -1936518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1936520.750000 Penalty: 4820.367188
	Iteration 47Q: 3 clusters Score -1936521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1936520.750000 Penalty: 4820.367188
	Iteration 48F: 3 clusters Score -1936521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 80718 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68182 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4413 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 4264 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 5427 members 
Entering Unmasked Estep 
Score: -45020848.000000 Penalty: 99034.976562
Splitting cluster 21 changes total score from -45017992.000000 to -45020848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -461141.375000 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -461141.4 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 2010 members 
Entering Unmasked Estep 
Score: -457232.937500 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -457232.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458189.687500 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -458189.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -458394.281250 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -458394.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458497.000000 Penalty: 4112.730957
	Iteration 3Q: 3 clusters Score -458497 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -458570.937500 Penalty: 4112.730957
	Iteration 4Q: 3 clusters Score -458570.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -458635.750000 Penalty: 4112.730957
	Iteration 5Q: 3 clusters Score -458635.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -458691.531250 Penalty: 4112.730957
	Iteration 6Q: 3 clusters Score -458691.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -458733.656250 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -458733.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -458768.656250 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -458768.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -458801.687500 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -458801.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -458826.437500 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -458826.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -458847.437500 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -458847.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -458864.375000 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -458864.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -458884.875000 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -458884.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -458897.656250 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -458897.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -458906.656250 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -458906.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -458913.500000 Penalty: 4112.730957
	Iteration 16Q: 3 clusters Score -458913.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -458920.968750 Penalty: 4112.730957
	Iteration 17Q: 3 clusters Score -458921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -458927.593750 Penalty: 4112.730957
	Iteration 18Q: 3 clusters Score -458927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -458929.281250 Penalty: 4112.730957
	Iteration 19Q: 3 clusters Score -458929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458932.187500 Penalty: 4112.730957
	Iteration 20F: 3 clusters Score -458932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -458935.500000 Penalty: 4112.730957
	Iteration 21Q: 3 clusters Score -458935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -458936.406250 Penalty: 4112.730957
	Iteration 22Q: 3 clusters Score -458936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -458938.562500 Penalty: 4112.730957
	Iteration 23Q: 3 clusters Score -458938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -458944.093750 Penalty: 4112.730957
	Iteration 24Q: 3 clusters Score -458944.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -458951.031250 Penalty: 4112.730957
	Iteration 25Q: 3 clusters Score -458951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -458955.343750 Penalty: 4112.730957
	Iteration 26Q: 3 clusters Score -458955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -458958.250000 Penalty: 4112.730957
	Iteration 27Q: 3 clusters Score -458958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -458960.187500 Penalty: 4112.730957
	Iteration 28Q: 3 clusters Score -458960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -458962.343750 Penalty: 4112.730957
	Iteration 29Q: 3 clusters Score -458962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -458963.437500 Penalty: 4112.730957
	Iteration 30Q: 3 clusters Score -458963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -458965.875000 Penalty: 4112.730957
	Iteration 31Q: 3 clusters Score -458965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -458968.468750 Penalty: 4112.730957
	Iteration 32Q: 3 clusters Score -458968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -458969.687500 Penalty: 4112.730957
	Iteration 33Q: 3 clusters Score -458969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -458973.968750 Penalty: 4112.730957
	Iteration 34Q: 3 clusters Score -458974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -458978.468750 Penalty: 4112.730957
	Iteration 35Q: 3 clusters Score -458978.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -458982.562500 Penalty: 4112.730957
	Iteration 36Q: 3 clusters Score -458982.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -458986.406250 Penalty: 4112.730957
	Iteration 37Q: 3 clusters Score -458986.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -458990.093750 Penalty: 4112.730957
	Iteration 38Q: 3 clusters Score -458990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -458991.875000 Penalty: 4112.730957
	Iteration 39Q: 3 clusters Score -458991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -458993.375000 Penalty: 4112.730957
	Iteration 40F: 3 clusters Score -458993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -458995.843750 Penalty: 4112.730957
	Iteration 41Q: 3 clusters Score -458995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -458999.406250 Penalty: 4112.730957
	Iteration 42Q: 3 clusters Score -458999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459001.687500 Penalty: 4112.730957
	Iteration 43Q: 3 clusters Score -459001.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -459004.468750 Penalty: 4112.730957
	Iteration 44Q: 3 clusters Score -459004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -459005.781250 Penalty: 4112.730957
	Iteration 45Q: 3 clusters Score -459005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -459007.375000 Penalty: 4112.730957
	Iteration 46Q: 3 clusters Score -459007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -459006.656250 Penalty: 4112.730957
	Iteration 47Q: 3 clusters Score -459006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -459006.656250 Penalty: 4112.730957
	Iteration 48F: 3 clusters Score -459006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -257173.078125 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -257173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -254417.546875 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -254417.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254910.593750 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -254910.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -255040.515625 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -255040.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -255123.531250 Penalty: 3833.730713
	Iteration 3Q: 3 clusters Score -255123.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -255174.593750 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -255174.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -255197.890625 Penalty: 3833.730713
	Iteration 5Q: 3 clusters Score -255197.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -255220.828125 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -255220.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -255245.781250 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -255245.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255272.031250 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -255272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255296.312500 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -255296.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -255318.875000 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -255318.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -255329.453125 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -255329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255339.218750 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -255339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -255345.812500 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -255345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -255353.406250 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -255353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -255357.500000 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -255357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -255360.765625 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -255360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -255366.234375 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -255366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -255372.421875 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -255372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -255376.875000 Penalty: 3833.730713
	Iteration 19Q: 3 clusters Score -255376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255380.218750 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -255380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255381.406250 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -255381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255381.406250 Penalty: 3833.730713
	Iteration 22F: 3 clusters Score -255381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -842907.500000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -842907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -837082.375000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -837082.4 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -838678.000000 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -838678 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -839003.750000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -839003.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -839282.437500 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -839282.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -839480.375000 Penalty: 4408.959961
	Iteration 4Q: 3 clusters Score -839480.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -839636.375000 Penalty: 4408.959961
	Iteration 5Q: 3 clusters Score -839636.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -839738.625000 Penalty: 4408.959961
	Iteration 6Q: 3 clusters Score -839738.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -839821.125000 Penalty: 4408.959961
	Iteration 7Q: 3 clusters Score -839821.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -839907.312500 Penalty: 4408.959961
	Iteration 8Q: 3 clusters Score -839907.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -839966.937500 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -839966.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -840009.437500 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -840009.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -840053.187500 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -840053.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -840090.687500 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -840090.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -840120.750000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -840120.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -840150.687500 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -840150.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -840177.500000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -840177.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -840208.000000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -840208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -840232.750000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -840232.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -840250.687500 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -840250.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -840262.000000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -840262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -840273.000000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -840273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -840281.125000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -840281.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -840287.687500 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -840287.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -840295.625000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -840295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -840302.687500 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -840302.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -840307.312500 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -840307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -840310.312500 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -840310.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -840315.750000 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -840315.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -840319.062500 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -840319.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -840326.625000 Penalty: 4408.959961
	Iteration 29Q: 3 clusters Score -840326.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -840333.875000 Penalty: 4408.959961
	Iteration 30Q: 3 clusters Score -840333.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -840340.062500 Penalty: 4408.959961
	Iteration 31Q: 3 clusters Score -840340.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -840344.937500 Penalty: 4408.959961
	Iteration 32Q: 3 clusters Score -840344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -840347.062500 Penalty: 4408.959961
	Iteration 33Q: 3 clusters Score -840347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -840349.500000 Penalty: 4408.959961
	Iteration 34Q: 3 clusters Score -840349.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -840354.062500 Penalty: 4408.959961
	Iteration 35Q: 3 clusters Score -840354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -840355.125000 Penalty: 4408.959961
	Iteration 36Q: 3 clusters Score -840355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -840358.187500 Penalty: 4408.959961
	Iteration 37Q: 3 clusters Score -840358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -840358.937500 Penalty: 4408.959961
	Iteration 38Q: 3 clusters Score -840358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -840359.937500 Penalty: 4408.959961
	Iteration 39Q: 3 clusters Score -840359.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -840362.562500 Penalty: 4408.959961
	Iteration 40F: 3 clusters Score -840362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -840366.750000 Penalty: 4408.959961
	Iteration 41Q: 3 clusters Score -840366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -840368.187500 Penalty: 4408.959961
	Iteration 42Q: 3 clusters Score -840368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -840372.562500 Penalty: 4408.959961
	Iteration 43Q: 3 clusters Score -840372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -840370.625000 Penalty: 4408.959961
	Iteration 44Q: 3 clusters Score -840370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -840372.437500 Penalty: 4408.959961
	Iteration 45Q: 3 clusters Score -840372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -840373.062500 Penalty: 4408.959961
	Iteration 46Q: 3 clusters Score -840373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -840374.750000 Penalty: 4408.959961
	Iteration 47Q: 3 clusters Score -840374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -840377.812500 Penalty: 4408.959961
	Iteration 48Q: 3 clusters Score -840377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -840377.312500 Penalty: 4408.959961
	Iteration 49Q: 3 clusters Score -840377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -840377.562500 Penalty: 4408.959961
	Iteration 50Q: 3 clusters Score -840377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -840378.125000 Penalty: 4408.959961
	Iteration 51Q: 3 clusters Score -840378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -840378.687500 Penalty: 4408.959961
	Iteration 52Q: 3 clusters Score -840378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -840381.312500 Penalty: 4408.959961
	Iteration 53Q: 3 clusters Score -840381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -840384.500000 Penalty: 4408.959961
	Iteration 54Q: 3 clusters Score -840384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -840383.937500 Penalty: 4408.959961
	Iteration 55Q: 3 clusters Score -840383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -840382.375000 Penalty: 4408.959961
	Iteration 56Q: 3 clusters Score -840382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -840383.062500 Penalty: 4408.959961
	Iteration 57Q: 3 clusters Score -840383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -840382.750000 Penalty: 4408.959961
	Iteration 58Q: 3 clusters Score -840382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -840383.812500 Penalty: 4408.959961
	Iteration 59Q: 3 clusters Score -840383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -840382.937500 Penalty: 4408.959961
	Iteration 60F: 3 clusters Score -840382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -287785.718750 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -287785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284861.875000 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -284861.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285508.656250 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -285508.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -285724.000000 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -285724 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -285874.500000 Penalty: 3877.741943
	Iteration 3F: 3 clusters Score -285874.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285965.406250 Penalty: 3877.741943
	Iteration 4Q: 3 clusters Score -285965.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -286043.031250 Penalty: 3877.741943
	Iteration 5Q: 3 clusters Score -286043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -286104.531250 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -286104.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -286166.656250 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -286166.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -286217.281250 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -286217.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -286249.000000 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -286249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -286273.406250 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -286273.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -286292.375000 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -286292.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -286306.625000 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -286306.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -286314.125000 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -286314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -286322.125000 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -286322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -286326.531250 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -286326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -286329.093750 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -286329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -286330.156250 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -286330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -286330.156250 Penalty: 3877.741943
	Iteration 18F: 3 clusters Score -286330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -486930.750000 Penalty: 2072.774658
	Iteration 0F: 2 clusters Score -486930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -482853.843750 Penalty: 4145.549316
	Iteration 0F: 3 clusters Score -482853.8 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -483694.937500 Penalty: 4145.549316
	Iteration 1F: 3 clusters Score -483694.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483922.781250 Penalty: 4145.549316
	Iteration 2F: 3 clusters Score -483922.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -484064.312500 Penalty: 4145.549316
	Iteration 3F: 3 clusters Score -484064.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -484176.625000 Penalty: 4145.549316
	Iteration 4Q: 3 clusters Score -484176.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -484293.531250 Penalty: 4145.549316
	Iteration 5Q: 3 clusters Score -484293.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -484438.843750 Penalty: 4145.549316
	Iteration 6Q: 3 clusters Score -484438.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -484609.656250 Penalty: 4145.549316
	Iteration 7Q: 3 clusters Score -484609.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -484816.562500 Penalty: 4145.549316
	Iteration 8Q: 3 clusters Score -484816.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -485069.281250 Penalty: 4145.549316
	Iteration 9Q: 3 clusters Score -485069.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -485328.000000 Penalty: 4145.549316
	Iteration 10F: 3 clusters Score -485328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -485646.093750 Penalty: 4145.549316
	Iteration 11F: 3 clusters Score -485646.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -486089.968750 Penalty: 4145.549316
	Iteration 12F: 3 clusters Score -486090 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -486919.937500 Penalty: 4145.549316
	Iteration 13F: 3 clusters Score -486919.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -488017.437500 Penalty: 4145.549316
	Iteration 14F: 3 clusters Score -488017.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -488491.187500 Penalty: 4145.549316
	Iteration 15Q: 3 clusters Score -488491.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -488556.437500 Penalty: 4145.549316
	Iteration 16Q: 3 clusters Score -488556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -488567.125000 Penalty: 4145.549316
	Iteration 17Q: 3 clusters Score -488567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -488570.625000 Penalty: 4145.549316
	Iteration 18Q: 3 clusters Score -488570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -488570.625000 Penalty: 4145.549316
	Iteration 19F: 3 clusters Score -488570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 80718 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68182 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4413 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 2349 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 4772 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 1915 members 
Entering Unmasked Estep 
Score: -45021368.000000 Penalty: 102229.648438
Splitting cluster 26 changes total score from -45017992.000000 to -45021368.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 27 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -1102587.375000 Penalty: 2277.961914
	Iteration 0F: 2 clusters Score -1102587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1095094.250000 Penalty: 4555.923828
	Iteration 0F: 3 clusters Score -1095094 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1097340.750000 Penalty: 4555.923828
	Iteration 1F: 3 clusters Score -1097341 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1097811.125000 Penalty: 4555.923828
	Iteration 2F: 3 clusters Score -1097811 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1098165.000000 Penalty: 4555.923828
	Iteration 3F: 3 clusters Score -1098165 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1098479.750000 Penalty: 4555.923828
	Iteration 4F: 3 clusters Score -1098480 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1098830.750000 Penalty: 4555.923828
	Iteration 5F: 3 clusters Score -1098831 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1099204.875000 Penalty: 4555.923828
	Iteration 6F: 3 clusters Score -1099205 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1099637.000000 Penalty: 4555.923828
	Iteration 7F: 3 clusters Score -1099637 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1100019.125000 Penalty: 4555.923828
	Iteration 8Q: 3 clusters Score -1100019 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1100344.750000 Penalty: 4555.923828
	Iteration 9Q: 3 clusters Score -1100345 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1100622.625000 Penalty: 4555.923828
	Iteration 10Q: 3 clusters Score -1100623 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1100924.500000 Penalty: 4555.923828
	Iteration 11Q: 3 clusters Score -1100924 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1101200.375000 Penalty: 4555.923828
	Iteration 12Q: 3 clusters Score -1101200 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1101408.375000 Penalty: 4555.923828
	Iteration 13Q: 3 clusters Score -1101408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1101535.375000 Penalty: 4555.923828
	Iteration 14Q: 3 clusters Score -1101535 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1101606.750000 Penalty: 4555.923828
	Iteration 15Q: 3 clusters Score -1101607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1101648.375000 Penalty: 4555.923828
	Iteration 16Q: 3 clusters Score -1101648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1101679.375000 Penalty: 4555.923828
	Iteration 17Q: 3 clusters Score -1101679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1101710.250000 Penalty: 4555.923828
	Iteration 18Q: 3 clusters Score -1101710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1101730.500000 Penalty: 4555.923828
	Iteration 19Q: 3 clusters Score -1101730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1101746.750000 Penalty: 4555.923828
	Iteration 20F: 3 clusters Score -1101747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1101757.750000 Penalty: 4555.923828
	Iteration 21Q: 3 clusters Score -1101758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1101765.625000 Penalty: 4555.923828
	Iteration 22Q: 3 clusters Score -1101766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1101769.375000 Penalty: 4555.923828
	Iteration 23Q: 3 clusters Score -1101769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1101782.125000 Penalty: 4555.923828
	Iteration 24Q: 3 clusters Score -1101782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1101783.125000 Penalty: 4555.923828
	Iteration 25Q: 3 clusters Score -1101783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1101786.375000 Penalty: 4555.923828
	Iteration 26Q: 3 clusters Score -1101786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1101786.750000 Penalty: 4555.923828
	Iteration 27Q: 3 clusters Score -1101787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1101791.500000 Penalty: 4555.923828
	Iteration 28Q: 3 clusters Score -1101792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1101790.375000 Penalty: 4555.923828
	Iteration 29Q: 3 clusters Score -1101790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1101792.875000 Penalty: 4555.923828
	Iteration 30Q: 3 clusters Score -1101793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1101794.750000 Penalty: 4555.923828
	Iteration 31Q: 3 clusters Score -1101795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1101794.125000 Penalty: 4555.923828
	Iteration 32Q: 3 clusters Score -1101794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1101794.000000 Penalty: 4555.923828
	Iteration 33Q: 3 clusters Score -1101794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1101794.500000 Penalty: 4555.923828
	Iteration 34Q: 3 clusters Score -1101794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1101795.375000 Penalty: 4555.923828
	Iteration 35Q: 3 clusters Score -1101795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1101795.375000 Penalty: 4555.923828
	Iteration 36F: 3 clusters Score -1101795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -293993.281250 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -293993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -290826.437500 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -290826.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -291538.125000 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -291538.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -291809.937500 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -291809.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -292039.125000 Penalty: 3944.322510
	Iteration 3F: 3 clusters Score -292039.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -292218.375000 Penalty: 3944.322510
	Iteration 4F: 3 clusters Score -292218.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -292374.812500 Penalty: 3944.322510
	Iteration 5Q: 3 clusters Score -292374.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -292475.031250 Penalty: 3944.322510
	Iteration 6Q: 3 clusters Score -292475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292544.500000 Penalty: 3944.322510
	Iteration 7Q: 3 clusters Score -292544.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -292623.531250 Penalty: 3944.322510
	Iteration 8Q: 3 clusters Score -292623.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292704.062500 Penalty: 3944.322510
	Iteration 9Q: 3 clusters Score -292704.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -292773.468750 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -292773.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -292834.375000 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -292834.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -292887.125000 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -292887.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -292921.625000 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -292921.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -292944.375000 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -292944.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -292969.593750 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -292969.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -292990.156250 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -292990.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -293015.031250 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -293015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293033.750000 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -293033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -293047.000000 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -293047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -293054.656250 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -293054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -293062.406250 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -293062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -293066.562500 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -293066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293068.687500 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -293068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -293071.156250 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -293071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -293073.156250 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -293073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -293073.937500 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -293073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -293075.281250 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -293075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293075.531250 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -293075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -293076.000000 Penalty: 3944.322510
	Iteration 29Q: 3 clusters Score -293076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293076.406250 Penalty: 3944.322510
	Iteration 30Q: 3 clusters Score -293076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293076.406250 Penalty: 3944.322510
	Iteration 31F: 3 clusters Score -293076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 80718 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 68182 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 4413 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 7252 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 2349 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023016.000000 Penalty: 102229.648438
Iteration 79Q: 33 clusters Score -4.502302e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 80744 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 11596 members 
Mstep: Class 8 contains 68056 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 4778 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 7257 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 9710 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 1696 members 
Mstep: Class 30 contains 4631 members 
Mstep: Class 31 contains 5325 members 
Mstep: Class 32 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45025100.000000 Penalty: 102229.648438
Iteration 80F: 33 clusters Score -4.50251e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 80326 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 13806 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 67963 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 7257 members 
Mstep: Class 25 contains 2517 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 4941 members 
Mstep: Class 31 contains 5724 members 
Mstep: Class 32 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026344.000000 Penalty: 102229.648438
Iteration 81Q: 33 clusters Score -4.502634e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 80059 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 13650 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 67914 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 8534 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 11157 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 2207 members 
Mstep: Class 24 contains 7258 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 9659 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 5079 members 
Mstep: Class 31 contains 5930 members 
Mstep: Class 32 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027052.000000 Penalty: 102229.648438
Iteration 82Q: 33 clusters Score -4.502705e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 79869 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 13514 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 11491 members 
Mstep: Class 8 contains 67856 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 4097 members 
Mstep: Class 21 contains 11148 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 7260 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 2192 members 
Mstep: Class 30 contains 5150 members 
Mstep: Class 31 contains 6068 members 
Mstep: Class 32 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027340.000000 Penalty: 102229.648438
Iteration 83Q: 33 clusters Score -4.502734e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 79754 members 
Mstep: Class 4 contains 14404 members 
Mstep: Class 5 contains 13409 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 67799 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 4867 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 4046 members 
Mstep: Class 21 contains 11161 members 
Mstep: Class 22 contains 4276 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 7261 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 3013 members 
Mstep: Class 27 contains 9649 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 2267 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 6137 members 
Mstep: Class 32 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027720.000000 Penalty: 102229.648438
Iteration 84Q: 33 clusters Score -4.502772e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 79656 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13319 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 11473 members 
Mstep: Class 8 contains 67745 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 4875 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 4005 members 
Mstep: Class 21 contains 11148 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7263 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 2699 members 
Mstep: Class 29 contains 2330 members 
Mstep: Class 30 contains 5215 members 
Mstep: Class 31 contains 6188 members 
Mstep: Class 32 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027860.000000 Penalty: 102229.648438
Iteration 85Q: 33 clusters Score -4.502786e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 3 contains 79582 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13257 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 67695 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 8401 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 4376 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 11131 members 
Mstep: Class 22 contains 4344 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7263 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 3111 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 5229 members 
Mstep: Class 31 contains 6219 members 
Mstep: Class 32 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028068.000000 Penalty: 102229.648438
Iteration 86Q: 33 clusters Score -4.502807e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 79514 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13213 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 11454 members 
Mstep: Class 8 contains 67635 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 8373 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 4426 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 11128 members 
Mstep: Class 22 contains 4370 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 7263 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 9648 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 2428 members 
Mstep: Class 30 contains 5240 members 
Mstep: Class 31 contains 6236 members 
Mstep: Class 32 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028212.000000 Penalty: 102229.648438
Iteration 87Q: 33 clusters Score -4.502821e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 79466 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13166 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 67588 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 8351 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 4900 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 11121 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 5257 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028384.000000 Penalty: 102229.648438
Iteration 88Q: 33 clusters Score -4.502838e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 79419 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 67539 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 8313 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 4908 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 11111 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 2167 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 3242 members 
Mstep: Class 27 contains 9657 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 5266 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028500.000000 Penalty: 102229.648438
Iteration 89Q: 33 clusters Score -4.50285e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 79385 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 4507 members 
Mstep: Class 7 contains 11444 members 
Mstep: Class 8 contains 67497 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 4916 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 11091 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 2163 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 3271 members 
Mstep: Class 27 contains 9681 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 5272 members 
Mstep: Class 31 contains 6235 members 
Mstep: Class 32 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028472.000000 Penalty: 102229.648438
Iteration 90Q: 33 clusters Score -4.502847e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 79366 members 
Mstep: Class 4 contains 14403 members 
Mstep: Class 5 contains 13023 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 67466 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 11075 members 
Mstep: Class 22 contains 4461 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 3303 members 
Mstep: Class 27 contains 9707 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 5275 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028628.000000 Penalty: 102229.648438
Iteration 91Q: 33 clusters Score -4.502863e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 79340 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1592 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 3794 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 4475 members 
Mstep: Class 23 contains 2164 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 9735 members 
Mstep: Class 28 contains 2665 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 5279 members 
Mstep: Class 31 contains 6245 members 
Mstep: Class 32 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028680.000000 Penalty: 102229.648438
Iteration 92Q: 33 clusters Score -4.502868e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 14367 members 
Mstep: Class 3 contains 79318 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12941 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 67376 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1592 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 11060 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 9781 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 2677 members 
Mstep: Class 30 contains 5280 members 
Mstep: Class 31 contains 6245 members 
Mstep: Class 32 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028812.000000 Penalty: 102229.648438
Iteration 93Q: 33 clusters Score -4.502881e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 79300 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12896 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 67338 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 8094 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 4934 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 3744 members 
Mstep: Class 21 contains 11052 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 2167 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 9831 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 2696 members 
Mstep: Class 30 contains 5284 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028888.000000 Penalty: 102229.648438
Iteration 94Q: 33 clusters Score -4.502889e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 14373 members 
Mstep: Class 3 contains 79280 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12844 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 67317 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 4939 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 11038 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 3365 members 
Mstep: Class 27 contains 9861 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 2714 members 
Mstep: Class 30 contains 5288 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029060.000000 Penalty: 102229.648438
Iteration 95Q: 33 clusters Score -4.502906e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 79262 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12816 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 67290 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 3798 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 3377 members 
Mstep: Class 27 contains 9888 members 
Mstep: Class 28 contains 2639 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 5290 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029020.000000 Penalty: 102229.648438
Iteration 96Q: 33 clusters Score -4.502902e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 14358 members 
Mstep: Class 3 contains 79251 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 67262 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 11014 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 6289 members 
Mstep: Class 32 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029076.000000 Penalty: 102229.648438
Iteration 97Q: 33 clusters Score -4.502908e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 79235 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 67238 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 3852 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1572 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 11004 members 
Mstep: Class 22 contains 4543 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 9931 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 2744 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 6297 members 
Mstep: Class 32 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029032.000000 Penalty: 102229.648438
Iteration 98Q: 33 clusters Score -4.502903e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 79216 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12776 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 67217 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 7927 members 
Mstep: Class 12 contains 3868 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4956 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 3696 members 
Mstep: Class 21 contains 10989 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 3410 members 
Mstep: Class 27 contains 9939 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 2754 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 6308 members 
Mstep: Class 32 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029216.000000 Penalty: 102229.648438
Iteration 99Q: 33 clusters Score -4.502922e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 79200 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 67199 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 3878 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4959 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 10987 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 9945 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 2765 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 6310 members 
Mstep: Class 32 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029252.000000 Penalty: 102229.648438
Iteration 100F: 33 clusters Score -4.502925e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 79195 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12755 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 67178 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4964 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 10969 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 3430 members 
Mstep: Class 27 contains 9948 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 2800 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 6310 members 
Mstep: Class 32 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029252.000000 Penalty: 102229.648438
Iteration 101Q: 33 clusters Score -4.502925e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 79184 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12740 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 11423 members 
Mstep: Class 8 contains 67160 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 3669 members 
Mstep: Class 21 contains 10955 members 
Mstep: Class 22 contains 4563 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 9950 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 5299 members 
Mstep: Class 31 contains 6317 members 
Mstep: Class 32 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029372.000000 Penalty: 102229.648438
Iteration 102Q: 33 clusters Score -4.502937e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 79170 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12731 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 11421 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 3658 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 4566 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 9958 members 
Mstep: Class 28 contains 2613 members 
Mstep: Class 29 contains 2853 members 
Mstep: Class 30 contains 5303 members 
Mstep: Class 31 contains 6326 members 
Mstep: Class 32 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029376.000000 Penalty: 102229.648438
Iteration 103Q: 33 clusters Score -4.502938e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 79154 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 67131 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 3898 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 9966 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 5303 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029392.000000 Penalty: 102229.648438
Iteration 104Q: 33 clusters Score -4.502939e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 79134 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12716 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 21 contains 10866 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 9973 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 5301 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 32 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029380.000000 Penalty: 102229.648438
Iteration 105Q: 33 clusters Score -4.502938e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 79114 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12710 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 11413 members 
Mstep: Class 8 contains 67111 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3463 members 
Mstep: Class 27 contains 9979 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 2945 members 
Mstep: Class 30 contains 5303 members 
Mstep: Class 31 contains 6397 members 
Mstep: Class 32 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029356.000000 Penalty: 102229.648438
Iteration 106Q: 33 clusters Score -4.502936e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 79099 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12696 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 67106 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 10765 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 9980 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 5306 members 
Mstep: Class 31 contains 6425 members 
Mstep: Class 32 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029456.000000 Penalty: 102229.648438
Iteration 107Q: 33 clusters Score -4.502946e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 79084 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12677 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 67098 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 9987 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 5307 members 
Mstep: Class 31 contains 6457 members 
Mstep: Class 32 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029596.000000 Penalty: 102229.648438
Iteration 108Q: 33 clusters Score -4.50296e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 79058 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12658 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 67094 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 7906 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 4964 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 3629 members 
Mstep: Class 21 contains 10618 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 9990 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 3095 members 
Mstep: Class 30 contains 5309 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029760.000000 Penalty: 102229.648438
Iteration 109Q: 33 clusters Score -4.502976e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 79040 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12641 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 67086 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 10505 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 3483 members 
Mstep: Class 27 contains 9996 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 5314 members 
Mstep: Class 31 contains 6577 members 
Mstep: Class 32 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029920.000000 Penalty: 102229.648438
Iteration 110Q: 33 clusters Score -4.502992e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 79023 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12621 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 67079 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 10361 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 3491 members 
Mstep: Class 27 contains 9999 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 5317 members 
Mstep: Class 31 contains 6674 members 
Mstep: Class 32 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030084.000000 Penalty: 102229.648438
Iteration 111Q: 33 clusters Score -4.503008e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 79011 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 12598 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 67070 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 4972 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 3619 members 
Mstep: Class 21 contains 10160 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 3495 members 
Mstep: Class 27 contains 10006 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 5321 members 
Mstep: Class 31 contains 6815 members 
Mstep: Class 32 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030408.000000 Penalty: 102229.648438
Iteration 112Q: 33 clusters Score -4.503041e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 14267 members 
Mstep: Class 3 contains 78996 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12564 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 67067 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 3498 members 
Mstep: Class 27 contains 10008 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 5327 members 
Mstep: Class 31 contains 7017 members 
Mstep: Class 32 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030768.000000 Penalty: 102229.648438
Iteration 113Q: 33 clusters Score -4.503077e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 78986 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 12524 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 67062 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3657 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 10016 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 3423 members 
Mstep: Class 30 contains 5337 members 
Mstep: Class 31 contains 7233 members 
Mstep: Class 32 contains 2333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030948.000000 Penalty: 102229.648438
Iteration 114Q: 33 clusters Score -4.503095e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 78983 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 67058 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 7900 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 9563 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 10022 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 5338 members 
Mstep: Class 31 contains 7433 members 
Mstep: Class 32 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031164.000000 Penalty: 102229.648438
Iteration 115Q: 33 clusters Score -4.503116e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 14232 members 
Mstep: Class 3 contains 78975 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 67050 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 3909 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4978 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 5343 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031324.000000 Penalty: 102229.648438
Iteration 116Q: 33 clusters Score -4.503132e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 78969 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 12396 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 67041 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4978 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 10033 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 3451 members 
Mstep: Class 30 contains 5350 members 
Mstep: Class 31 contains 7790 members 
Mstep: Class 32 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031368.000000 Penalty: 102229.648438
Iteration 117Q: 33 clusters Score -4.503137e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 78960 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 67038 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 3441 members 
Mstep: Class 30 contains 5357 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031584.000000 Penalty: 102229.648438
Iteration 118Q: 33 clusters Score -4.503158e+07 nChanged 341
Entering ConstructFrom: 
Score: -45031584.000000 Penalty: 102229.648438
Entering ConstructFrom: 
Trying to split cluster 1 (83886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Entering Unmasked Estep 
Score: -10005882.000000 Penalty: 2811.629150
	Iteration 0F: 2 clusters Score -1.000588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -9949471.000000 Penalty: 5623.258301
	Iteration 0F: 3 clusters Score -9949471 nChanged 39544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -9972533.000000 Penalty: 5623.258301
	Iteration 1F: 3 clusters Score -9972533 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -9973895.000000 Penalty: 5623.258301
	Iteration 2Q: 3 clusters Score -9973895 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -9975957.000000 Penalty: 5623.258301
	Iteration 3Q: 3 clusters Score -9975957 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -9979089.000000 Penalty: 5623.258301
	Iteration 4F: 3 clusters Score -9979089 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9983054.000000 Penalty: 5623.258301
	Iteration 5F: 3 clusters Score -9983054 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -9987403.000000 Penalty: 5623.258301
	Iteration 6F: 3 clusters Score -9987403 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -9991716.000000 Penalty: 5623.258301
	Iteration 7F: 3 clusters Score -9991716 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -9995411.000000 Penalty: 5623.258301
	Iteration 8F: 3 clusters Score -9995411 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -9997723.000000 Penalty: 5623.258301
	Iteration 9Q: 3 clusters Score -9997723 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -9999207.000000 Penalty: 5623.258301
	Iteration 10Q: 3 clusters Score -9999207 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -10000367.000000 Penalty: 5623.258301
	Iteration 11Q: 3 clusters Score -1.000037e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -10001425.000000 Penalty: 5623.258301
	Iteration 12Q: 3 clusters Score -1.000142e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -10002399.000000 Penalty: 5623.258301
	Iteration 13Q: 3 clusters Score -1.00024e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -10003336.000000 Penalty: 5623.258301
	Iteration 14Q: 3 clusters Score -1.000334e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -10004034.000000 Penalty: 5623.258301
	Iteration 15Q: 3 clusters Score -1.000403e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -10004570.000000 Penalty: 5623.258301
	Iteration 16Q: 3 clusters Score -1.000457e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -10004994.000000 Penalty: 5623.258301
	Iteration 17Q: 3 clusters Score -1.000499e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -10005294.000000 Penalty: 5623.258301
	Iteration 18Q: 3 clusters Score -1.000529e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -10005524.000000 Penalty: 5623.258301
	Iteration 19Q: 3 clusters Score -1.000552e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -10005706.000000 Penalty: 5623.258301
	Iteration 20F: 3 clusters Score -1.000571e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -10005859.000000 Penalty: 5623.258301
	Iteration 21Q: 3 clusters Score -1.000586e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -10006023.000000 Penalty: 5623.258301
	Iteration 22Q: 3 clusters Score -1.000602e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -10006146.000000 Penalty: 5623.258301
	Iteration 23Q: 3 clusters Score -1.000615e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -10006248.000000 Penalty: 5623.258301
	Iteration 24Q: 3 clusters Score -1.000625e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -10006308.000000 Penalty: 5623.258301
	Iteration 25Q: 3 clusters Score -1.000631e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -10006359.000000 Penalty: 5623.258301
	Iteration 26Q: 3 clusters Score -1.000636e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -10006417.000000 Penalty: 5623.258301
	Iteration 27Q: 3 clusters Score -1.000642e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -10006451.000000 Penalty: 5623.258301
	Iteration 28Q: 3 clusters Score -1.000645e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -10006463.000000 Penalty: 5623.258301
	Iteration 29Q: 3 clusters Score -1.000646e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -10006499.000000 Penalty: 5623.258301
	Iteration 30Q: 3 clusters Score -1.00065e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -10006528.000000 Penalty: 5623.258301
	Iteration 31Q: 3 clusters Score -1.000653e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -10006553.000000 Penalty: 5623.258301
	Iteration 32Q: 3 clusters Score -1.000655e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -10006539.000000 Penalty: 5623.258301
	Iteration 33Q: 3 clusters Score -1.000654e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -10006574.000000 Penalty: 5623.258301
	Iteration 34Q: 3 clusters Score -1.000657e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -10006558.000000 Penalty: 5623.258301
	Iteration 35Q: 3 clusters Score -1.000656e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -10006577.000000 Penalty: 5623.258301
	Iteration 36Q: 3 clusters Score -1.000658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -10006603.000000 Penalty: 5623.258301
	Iteration 37Q: 3 clusters Score -1.00066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -10006604.000000 Penalty: 5623.258301
	Iteration 38Q: 3 clusters Score -1.00066e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -10006598.000000 Penalty: 5623.258301
	Iteration 39Q: 3 clusters Score -1.00066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -10006608.000000 Penalty: 5623.258301
	Iteration 40F: 3 clusters Score -1.000661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -10006606.000000 Penalty: 5623.258301
	Iteration 41Q: 3 clusters Score -1.000661e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -10006638.000000 Penalty: 5623.258301
	Iteration 42Q: 3 clusters Score -1.000664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -10006625.000000 Penalty: 5623.258301
	Iteration 43Q: 3 clusters Score -1.000662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -10006623.000000 Penalty: 5623.258301
	Iteration 44Q: 3 clusters Score -1.000662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -10006636.000000 Penalty: 5623.258301
	Iteration 45Q: 3 clusters Score -1.000664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -10006647.000000 Penalty: 5623.258301
	Iteration 46Q: 3 clusters Score -1.000665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -10006637.000000 Penalty: 5623.258301
	Iteration 47Q: 3 clusters Score -1.000664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -10006641.000000 Penalty: 5623.258301
	Iteration 48Q: 3 clusters Score -1.000664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -10006630.000000 Penalty: 5623.258301
	Iteration 49Q: 3 clusters Score -1.000663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -10006647.000000 Penalty: 5623.258301
	Iteration 50Q: 3 clusters Score -1.000665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -10006651.000000 Penalty: 5623.258301
	Iteration 51Q: 3 clusters Score -1.000665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -10006628.000000 Penalty: 5623.258301
	Iteration 52Q: 3 clusters Score -1.000663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10006630.000000 Penalty: 5623.258301
	Iteration 53Q: 3 clusters Score -1.000663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5623.258301
	Iteration 54Q: 3 clusters Score -1.000664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -10006632.000000 Penalty: 5623.258301
	Iteration 55Q: 3 clusters Score -1.000663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -10006633.000000 Penalty: 5623.258301
	Iteration 56Q: 3 clusters Score -1.000663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -10006636.000000 Penalty: 5623.258301
	Iteration 57Q: 3 clusters Score -1.000664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -10006641.000000 Penalty: 5623.258301
	Iteration 58Q: 3 clusters Score -1.000664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -10006640.000000 Penalty: 5623.258301
	Iteration 59Q: 3 clusters Score -1.000664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -10006638.000000 Penalty: 5623.258301
	Iteration 60F: 3 clusters Score -1.000664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -10006635.000000 Penalty: 5623.258301
	Iteration 61Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -10006641.000000 Penalty: 5623.258301
	Iteration 62Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5623.258301
	Iteration 63Q: 3 clusters Score -1.000664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -10006635.000000 Penalty: 5623.258301
	Iteration 64Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5623.258301
	Iteration 65Q: 3 clusters Score -1.000664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -10006643.000000 Penalty: 5623.258301
	Iteration 66Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5623.258301
	Iteration 67Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5623.258301
	Iteration 68Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -10006632.000000 Penalty: 5623.258301
	Iteration 69Q: 3 clusters Score -1.000663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -10006629.000000 Penalty: 5623.258301
	Iteration 70Q: 3 clusters Score -1.000663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -10006629.000000 Penalty: 5623.258301
	Iteration 71F: 3 clusters Score -1.000663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14206 members 
Mstep: Class 3 contains 78949 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 67032 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 5361 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 71973 members 
Entering Unmasked Estep 
Score: -45032316.000000 Penalty: 105424.328125
Splitting cluster 1 changes total score from -45031584.000000 to -45032316.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (14206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Entering Unmasked Estep 
Score: -1593703.250000 Penalty: 2371.231934
	Iteration 0F: 2 clusters Score -1593703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1583313.000000 Penalty: 4742.463867
	Iteration 0F: 3 clusters Score -1583313 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1587008.875000 Penalty: 4742.463867
	Iteration 1F: 3 clusters Score -1587009 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1587609.750000 Penalty: 4742.463867
	Iteration 2F: 3 clusters Score -1587610 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1588080.750000 Penalty: 4742.463867
	Iteration 3F: 3 clusters Score -1588081 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1588463.125000 Penalty: 4742.463867
	Iteration 4F: 3 clusters Score -1588463 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1588814.000000 Penalty: 4742.463867
	Iteration 5Q: 3 clusters Score -1588814 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1589160.375000 Penalty: 4742.463867
	Iteration 6Q: 3 clusters Score -1589160 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1589472.125000 Penalty: 4742.463867
	Iteration 7Q: 3 clusters Score -1589472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1589738.250000 Penalty: 4742.463867
	Iteration 8Q: 3 clusters Score -1589738 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1589954.125000 Penalty: 4742.463867
	Iteration 9Q: 3 clusters Score -1589954 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1590115.250000 Penalty: 4742.463867
	Iteration 10Q: 3 clusters Score -1590115 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1590235.875000 Penalty: 4742.463867
	Iteration 11Q: 3 clusters Score -1590236 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1590334.625000 Penalty: 4742.463867
	Iteration 12Q: 3 clusters Score -1590335 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1590429.125000 Penalty: 4742.463867
	Iteration 13Q: 3 clusters Score -1590429 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1590511.000000 Penalty: 4742.463867
	Iteration 14Q: 3 clusters Score -1590511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1590573.375000 Penalty: 4742.463867
	Iteration 15Q: 3 clusters Score -1590573 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1590650.375000 Penalty: 4742.463867
	Iteration 16Q: 3 clusters Score -1590650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1590717.125000 Penalty: 4742.463867
	Iteration 17Q: 3 clusters Score -1590717 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1590781.500000 Penalty: 4742.463867
	Iteration 18Q: 3 clusters Score -1590782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1590850.625000 Penalty: 4742.463867
	Iteration 19Q: 3 clusters Score -1590851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1590914.250000 Penalty: 4742.463867
	Iteration 20F: 3 clusters Score -1590914 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1590973.625000 Penalty: 4742.463867
	Iteration 21Q: 3 clusters Score -1590974 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1591028.625000 Penalty: 4742.463867
	Iteration 22Q: 3 clusters Score -1591029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1591087.875000 Penalty: 4742.463867
	Iteration 23Q: 3 clusters Score -1591088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1591145.750000 Penalty: 4742.463867
	Iteration 24Q: 3 clusters Score -1591146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1591209.625000 Penalty: 4742.463867
	Iteration 25Q: 3 clusters Score -1591210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1591267.125000 Penalty: 4742.463867
	Iteration 26Q: 3 clusters Score -1591267 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1591321.875000 Penalty: 4742.463867
	Iteration 27Q: 3 clusters Score -1591322 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1591371.875000 Penalty: 4742.463867
	Iteration 28Q: 3 clusters Score -1591372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1591418.125000 Penalty: 4742.463867
	Iteration 29Q: 3 clusters Score -1591418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1591461.000000 Penalty: 4742.463867
	Iteration 30Q: 3 clusters Score -1591461 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1591505.000000 Penalty: 4742.463867
	Iteration 31Q: 3 clusters Score -1591505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1591545.750000 Penalty: 4742.463867
	Iteration 32Q: 3 clusters Score -1591546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1591586.750000 Penalty: 4742.463867
	Iteration 33Q: 3 clusters Score -1591587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1591617.750000 Penalty: 4742.463867
	Iteration 34Q: 3 clusters Score -1591618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1591647.375000 Penalty: 4742.463867
	Iteration 35Q: 3 clusters Score -1591647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1591674.875000 Penalty: 4742.463867
	Iteration 36Q: 3 clusters Score -1591675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1591701.125000 Penalty: 4742.463867
	Iteration 37Q: 3 clusters Score -1591701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1591718.375000 Penalty: 4742.463867
	Iteration 38Q: 3 clusters Score -1591718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1591743.250000 Penalty: 4742.463867
	Iteration 39Q: 3 clusters Score -1591743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1591758.375000 Penalty: 4742.463867
	Iteration 40F: 3 clusters Score -1591758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1591775.000000 Penalty: 4742.463867
	Iteration 41Q: 3 clusters Score -1591775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1591788.250000 Penalty: 4742.463867
	Iteration 42Q: 3 clusters Score -1591788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1591804.125000 Penalty: 4742.463867
	Iteration 43Q: 3 clusters Score -1591804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1591816.750000 Penalty: 4742.463867
	Iteration 44Q: 3 clusters Score -1591817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1591832.000000 Penalty: 4742.463867
	Iteration 45Q: 3 clusters Score -1591832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1591853.625000 Penalty: 4742.463867
	Iteration 46Q: 3 clusters Score -1591854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1591859.000000 Penalty: 4742.463867
	Iteration 47Q: 3 clusters Score -1591859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1591870.625000 Penalty: 4742.463867
	Iteration 48Q: 3 clusters Score -1591871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1591875.250000 Penalty: 4742.463867
	Iteration 49Q: 3 clusters Score -1591875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1591883.500000 Penalty: 4742.463867
	Iteration 50Q: 3 clusters Score -1591884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1591890.000000 Penalty: 4742.463867
	Iteration 51Q: 3 clusters Score -1591890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1591889.250000 Penalty: 4742.463867
	Iteration 52Q: 3 clusters Score -1591889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1591896.250000 Penalty: 4742.463867
	Iteration 53Q: 3 clusters Score -1591896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1591900.000000 Penalty: 4742.463867
	Iteration 54Q: 3 clusters Score -1591900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1591903.000000 Penalty: 4742.463867
	Iteration 55Q: 3 clusters Score -1591903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1591908.125000 Penalty: 4742.463867
	Iteration 56Q: 3 clusters Score -1591908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1591910.375000 Penalty: 4742.463867
	Iteration 57Q: 3 clusters Score -1591910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1591914.125000 Penalty: 4742.463867
	Iteration 58Q: 3 clusters Score -1591914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1591916.375000 Penalty: 4742.463867
	Iteration 59Q: 3 clusters Score -1591916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1591921.875000 Penalty: 4742.463867
	Iteration 60F: 3 clusters Score -1591922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1591928.250000 Penalty: 4742.463867
	Iteration 61Q: 3 clusters Score -1591928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1591929.375000 Penalty: 4742.463867
	Iteration 62Q: 3 clusters Score -1591929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1591930.000000 Penalty: 4742.463867
	Iteration 63Q: 3 clusters Score -1591930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1591933.750000 Penalty: 4742.463867
	Iteration 64Q: 3 clusters Score -1591934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1591933.500000 Penalty: 4742.463867
	Iteration 65Q: 3 clusters Score -1591934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1591938.250000 Penalty: 4742.463867
	Iteration 66Q: 3 clusters Score -1591938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1591943.375000 Penalty: 4742.463867
	Iteration 67Q: 3 clusters Score -1591943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1591943.875000 Penalty: 4742.463867
	Iteration 68Q: 3 clusters Score -1591944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1591948.750000 Penalty: 4742.463867
	Iteration 69Q: 3 clusters Score -1591949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1591955.625000 Penalty: 4742.463867
	Iteration 70Q: 3 clusters Score -1591956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1591957.750000 Penalty: 4742.463867
	Iteration 71Q: 3 clusters Score -1591958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1591960.000000 Penalty: 4742.463867
	Iteration 72Q: 3 clusters Score -1591960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1591961.500000 Penalty: 4742.463867
	Iteration 73Q: 3 clusters Score -1591962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1591965.000000 Penalty: 4742.463867
	Iteration 74Q: 3 clusters Score -1591965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1591966.625000 Penalty: 4742.463867
	Iteration 75Q: 3 clusters Score -1591967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1591972.250000 Penalty: 4742.463867
	Iteration 76Q: 3 clusters Score -1591972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1591987.375000 Penalty: 4742.463867
	Iteration 77Q: 3 clusters Score -1591987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1592002.000000 Penalty: 4742.463867
	Iteration 78Q: 3 clusters Score -1592002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1592013.000000 Penalty: 4742.463867
	Iteration 79Q: 3 clusters Score -1592013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1592021.000000 Penalty: 4742.463867
	Iteration 80F: 3 clusters Score -1592021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1592025.500000 Penalty: 4742.463867
	Iteration 81Q: 3 clusters Score -1592026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1592036.000000 Penalty: 4742.463867
	Iteration 82Q: 3 clusters Score -1592036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1592040.125000 Penalty: 4742.463867
	Iteration 83Q: 3 clusters Score -1592040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1592045.125000 Penalty: 4742.463867
	Iteration 84Q: 3 clusters Score -1592045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1592050.250000 Penalty: 4742.463867
	Iteration 85Q: 3 clusters Score -1592050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1592056.000000 Penalty: 4742.463867
	Iteration 86Q: 3 clusters Score -1592056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1592057.875000 Penalty: 4742.463867
	Iteration 87Q: 3 clusters Score -1592058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1592064.875000 Penalty: 4742.463867
	Iteration 88Q: 3 clusters Score -1592065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1592066.375000 Penalty: 4742.463867
	Iteration 89Q: 3 clusters Score -1592066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1592067.375000 Penalty: 4742.463867
	Iteration 90Q: 3 clusters Score -1592067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1592065.875000 Penalty: 4742.463867
	Iteration 91Q: 3 clusters Score -1592066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1592068.250000 Penalty: 4742.463867
	Iteration 92Q: 3 clusters Score -1592068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1592071.000000 Penalty: 4742.463867
	Iteration 93Q: 3 clusters Score -1592071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1592070.250000 Penalty: 4742.463867
	Iteration 94Q: 3 clusters Score -1592070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1592072.375000 Penalty: 4742.463867
	Iteration 95Q: 3 clusters Score -1592072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1592072.375000 Penalty: 4742.463867
	Iteration 96F: 3 clusters Score -1592072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Entering Unmasked Estep 
Score: -9527776.000000 Penalty: 2796.586182
	Iteration 0F: 2 clusters Score -9527776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9475010.000000 Penalty: 5593.172363
	Iteration 0F: 3 clusters Score -9475010 nChanged 36857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -9495946.000000 Penalty: 5593.172363
	Iteration 1F: 3 clusters Score -9495946 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -9496731.000000 Penalty: 5593.172363
	Iteration 2Q: 3 clusters Score -9496731 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -9497466.000000 Penalty: 5593.172363
	Iteration 3Q: 3 clusters Score -9497466 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9498372.000000 Penalty: 5593.172363
	Iteration 4Q: 3 clusters Score -9498372 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9499335.000000 Penalty: 5593.172363
	Iteration 5Q: 3 clusters Score -9499335 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -9500475.000000 Penalty: 5593.172363
	Iteration 6Q: 3 clusters Score -9500475 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9501708.000000 Penalty: 5593.172363
	Iteration 7Q: 3 clusters Score -9501708 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9503375.000000 Penalty: 5593.172363
	Iteration 8Q: 3 clusters Score -9503375 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -9505403.000000 Penalty: 5593.172363
	Iteration 9Q: 3 clusters Score -9505403 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -9507701.000000 Penalty: 5593.172363
	Iteration 10F: 3 clusters Score -9507701 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -9509903.000000 Penalty: 5593.172363
	Iteration 11Q: 3 clusters Score -9509903 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9511132.000000 Penalty: 5593.172363
	Iteration 12Q: 3 clusters Score -9511132 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -9511588.000000 Penalty: 5593.172363
	Iteration 13Q: 3 clusters Score -9511588 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -9511778.000000 Penalty: 5593.172363
	Iteration 14Q: 3 clusters Score -9511778 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -9511831.000000 Penalty: 5593.172363
	Iteration 15Q: 3 clusters Score -9511831 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -9511846.000000 Penalty: 5593.172363
	Iteration 16Q: 3 clusters Score -9511846 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -9511966.000000 Penalty: 5593.172363
	Iteration 17Q: 3 clusters Score -9511966 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -9512052.000000 Penalty: 5593.172363
	Iteration 18Q: 3 clusters Score -9512052 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -9512114.000000 Penalty: 5593.172363
	Iteration 19Q: 3 clusters Score -9512114 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -9512208.000000 Penalty: 5593.172363
	Iteration 20F: 3 clusters Score -9512208 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -9512323.000000 Penalty: 5593.172363
	Iteration 21Q: 3 clusters Score -9512323 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -9512448.000000 Penalty: 5593.172363
	Iteration 22Q: 3 clusters Score -9512448 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -9512595.000000 Penalty: 5593.172363
	Iteration 23Q: 3 clusters Score -9512595 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -9512690.000000 Penalty: 5593.172363
	Iteration 24Q: 3 clusters Score -9512690 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9512877.000000 Penalty: 5593.172363
	Iteration 25Q: 3 clusters Score -9512877 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -9513063.000000 Penalty: 5593.172363
	Iteration 26Q: 3 clusters Score -9513063 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -9513334.000000 Penalty: 5593.172363
	Iteration 27Q: 3 clusters Score -9513334 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -9513635.000000 Penalty: 5593.172363
	Iteration 28Q: 3 clusters Score -9513635 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9513984.000000 Penalty: 5593.172363
	Iteration 29Q: 3 clusters Score -9513984 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -9514395.000000 Penalty: 5593.172363
	Iteration 30Q: 3 clusters Score -9514395 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -9514811.000000 Penalty: 5593.172363
	Iteration 31Q: 3 clusters Score -9514811 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -9515254.000000 Penalty: 5593.172363
	Iteration 32Q: 3 clusters Score -9515254 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -9515880.000000 Penalty: 5593.172363
	Iteration 33Q: 3 clusters Score -9515880 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -9516613.000000 Penalty: 5593.172363
	Iteration 34Q: 3 clusters Score -9516613 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -9517496.000000 Penalty: 5593.172363
	Iteration 35Q: 3 clusters Score -9517496 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -9518493.000000 Penalty: 5593.172363
	Iteration 36Q: 3 clusters Score -9518493 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -9519338.000000 Penalty: 5593.172363
	Iteration 37Q: 3 clusters Score -9519338 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -9520182.000000 Penalty: 5593.172363
	Iteration 38Q: 3 clusters Score -9520182 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -9520888.000000 Penalty: 5593.172363
	Iteration 39Q: 3 clusters Score -9520888 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -9521518.000000 Penalty: 5593.172363
	Iteration 40F: 3 clusters Score -9521518 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -9522042.000000 Penalty: 5593.172363
	Iteration 41Q: 3 clusters Score -9522042 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -9522460.000000 Penalty: 5593.172363
	Iteration 42Q: 3 clusters Score -9522460 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -9522805.000000 Penalty: 5593.172363
	Iteration 43Q: 3 clusters Score -9522805 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9523005.000000 Penalty: 5593.172363
	Iteration 44Q: 3 clusters Score -9523005 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -9523243.000000 Penalty: 5593.172363
	Iteration 45Q: 3 clusters Score -9523243 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9523403.000000 Penalty: 5593.172363
	Iteration 46Q: 3 clusters Score -9523403 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -9523567.000000 Penalty: 5593.172363
	Iteration 47Q: 3 clusters Score -9523567 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -9523776.000000 Penalty: 5593.172363
	Iteration 48Q: 3 clusters Score -9523776 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9523928.000000 Penalty: 5593.172363
	Iteration 49Q: 3 clusters Score -9523928 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9524056.000000 Penalty: 5593.172363
	Iteration 50Q: 3 clusters Score -9524056 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -9524223.000000 Penalty: 5593.172363
	Iteration 51Q: 3 clusters Score -9524223 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9524352.000000 Penalty: 5593.172363
	Iteration 52Q: 3 clusters Score -9524352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9524478.000000 Penalty: 5593.172363
	Iteration 53Q: 3 clusters Score -9524478 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9524610.000000 Penalty: 5593.172363
	Iteration 54Q: 3 clusters Score -9524610 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9524724.000000 Penalty: 5593.172363
	Iteration 55Q: 3 clusters Score -9524724 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9524800.000000 Penalty: 5593.172363
	Iteration 56Q: 3 clusters Score -9524800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -9524898.000000 Penalty: 5593.172363
	Iteration 57Q: 3 clusters Score -9524898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9524943.000000 Penalty: 5593.172363
	Iteration 58Q: 3 clusters Score -9524943 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9524971.000000 Penalty: 5593.172363
	Iteration 59Q: 3 clusters Score -9524971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9524972.000000 Penalty: 5593.172363
	Iteration 60F: 3 clusters Score -9524972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9525027.000000 Penalty: 5593.172363
	Iteration 61Q: 3 clusters Score -9525027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9525063.000000 Penalty: 5593.172363
	Iteration 62Q: 3 clusters Score -9525063 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9525092.000000 Penalty: 5593.172363
	Iteration 63Q: 3 clusters Score -9525092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9525118.000000 Penalty: 5593.172363
	Iteration 64Q: 3 clusters Score -9525118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9525137.000000 Penalty: 5593.172363
	Iteration 65Q: 3 clusters Score -9525137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9525155.000000 Penalty: 5593.172363
	Iteration 66Q: 3 clusters Score -9525155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9525189.000000 Penalty: 5593.172363
	Iteration 67Q: 3 clusters Score -9525189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9525195.000000 Penalty: 5593.172363
	Iteration 68Q: 3 clusters Score -9525195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9525196.000000 Penalty: 5593.172363
	Iteration 69Q: 3 clusters Score -9525196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9525214.000000 Penalty: 5593.172363
	Iteration 70Q: 3 clusters Score -9525214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9525219.000000 Penalty: 5593.172363
	Iteration 71Q: 3 clusters Score -9525219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9525245.000000 Penalty: 5593.172363
	Iteration 72Q: 3 clusters Score -9525245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9525259.000000 Penalty: 5593.172363
	Iteration 73Q: 3 clusters Score -9525259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9525263.000000 Penalty: 5593.172363
	Iteration 74Q: 3 clusters Score -9525263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9525277.000000 Penalty: 5593.172363
	Iteration 75Q: 3 clusters Score -9525277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9525287.000000 Penalty: 5593.172363
	Iteration 76Q: 3 clusters Score -9525287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9525323.000000 Penalty: 5593.172363
	Iteration 77Q: 3 clusters Score -9525323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9525323.000000 Penalty: 5593.172363
	Iteration 78Q: 3 clusters Score -9525323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9525311.000000 Penalty: 5593.172363
	Iteration 79Q: 3 clusters Score -9525311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9525323.000000 Penalty: 5593.172363
	Iteration 80F: 3 clusters Score -9525323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9525327.000000 Penalty: 5593.172363
	Iteration 81Q: 3 clusters Score -9525327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9525316.000000 Penalty: 5593.172363
	Iteration 82Q: 3 clusters Score -9525316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9525328.000000 Penalty: 5593.172363
	Iteration 83Q: 3 clusters Score -9525328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9525322.000000 Penalty: 5593.172363
	Iteration 84Q: 3 clusters Score -9525322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9525321.000000 Penalty: 5593.172363
	Iteration 85Q: 3 clusters Score -9525321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9525320.000000 Penalty: 5593.172363
	Iteration 86Q: 3 clusters Score -9525320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9525323.000000 Penalty: 5593.172363
	Iteration 87Q: 3 clusters Score -9525323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9525331.000000 Penalty: 5593.172363
	Iteration 88Q: 3 clusters Score -9525331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9525337.000000 Penalty: 5593.172363
	Iteration 89Q: 3 clusters Score -9525337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9525328.000000 Penalty: 5593.172363
	Iteration 90Q: 3 clusters Score -9525328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9525330.000000 Penalty: 5593.172363
	Iteration 91Q: 3 clusters Score -9525330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9525336.000000 Penalty: 5593.172363
	Iteration 92Q: 3 clusters Score -9525336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9525338.000000 Penalty: 5593.172363
	Iteration 93Q: 3 clusters Score -9525338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9525338.000000 Penalty: 5593.172363
	Iteration 94Q: 3 clusters Score -9525338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9525335.000000 Penalty: 5593.172363
	Iteration 95Q: 3 clusters Score -9525335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9525345.000000 Penalty: 5593.172363
	Iteration 96Q: 3 clusters Score -9525345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9525345.000000 Penalty: 5593.172363
	Iteration 97Q: 3 clusters Score -9525345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9525345.000000 Penalty: 5593.172363
	Iteration 98F: 3 clusters Score -9525345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Entering Unmasked Estep 
Score: -1719121.875000 Penalty: 2374.544189
	Iteration 0F: 2 clusters Score -1719122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1708593.875000 Penalty: 4749.088379
	Iteration 0F: 3 clusters Score -1708594 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1711895.125000 Penalty: 4749.088379
	Iteration 1F: 3 clusters Score -1711895 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1712233.500000 Penalty: 4749.088379
	Iteration 2F: 3 clusters Score -1712234 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1712529.375000 Penalty: 4749.088379
	Iteration 3F: 3 clusters Score -1712529 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1712796.625000 Penalty: 4749.088379
	Iteration 4Q: 3 clusters Score -1712797 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1713034.000000 Penalty: 4749.088379
	Iteration 5Q: 3 clusters Score -1713034 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1713278.875000 Penalty: 4749.088379
	Iteration 6Q: 3 clusters Score -1713279 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1713581.375000 Penalty: 4749.088379
	Iteration 7Q: 3 clusters Score -1713581 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1713920.125000 Penalty: 4749.088379
	Iteration 8Q: 3 clusters Score -1713920 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1714352.750000 Penalty: 4749.088379
	Iteration 9Q: 3 clusters Score -1714353 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1714846.375000 Penalty: 4749.088379
	Iteration 10Q: 3 clusters Score -1714846 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1715382.000000 Penalty: 4749.088379
	Iteration 11Q: 3 clusters Score -1715382 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1715815.000000 Penalty: 4749.088379
	Iteration 12Q: 3 clusters Score -1715815 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1716177.500000 Penalty: 4749.088379
	Iteration 13Q: 3 clusters Score -1716178 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1716443.125000 Penalty: 4749.088379
	Iteration 14Q: 3 clusters Score -1716443 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1716611.625000 Penalty: 4749.088379
	Iteration 15Q: 3 clusters Score -1716612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1716726.250000 Penalty: 4749.088379
	Iteration 16Q: 3 clusters Score -1716726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1716826.750000 Penalty: 4749.088379
	Iteration 17Q: 3 clusters Score -1716827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1716888.250000 Penalty: 4749.088379
	Iteration 18Q: 3 clusters Score -1716888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1716918.000000 Penalty: 4749.088379
	Iteration 19Q: 3 clusters Score -1716918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1716936.125000 Penalty: 4749.088379
	Iteration 20F: 3 clusters Score -1716936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1716952.000000 Penalty: 4749.088379
	Iteration 21Q: 3 clusters Score -1716952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1716970.375000 Penalty: 4749.088379
	Iteration 22Q: 3 clusters Score -1716970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1716993.375000 Penalty: 4749.088379
	Iteration 23Q: 3 clusters Score -1716993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1717008.375000 Penalty: 4749.088379
	Iteration 24Q: 3 clusters Score -1717008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1717018.125000 Penalty: 4749.088379
	Iteration 25Q: 3 clusters Score -1717018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1717021.875000 Penalty: 4749.088379
	Iteration 26Q: 3 clusters Score -1717022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1717030.625000 Penalty: 4749.088379
	Iteration 27Q: 3 clusters Score -1717031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1717032.750000 Penalty: 4749.088379
	Iteration 28Q: 3 clusters Score -1717033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1717035.125000 Penalty: 4749.088379
	Iteration 29Q: 3 clusters Score -1717035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1717038.500000 Penalty: 4749.088379
	Iteration 30Q: 3 clusters Score -1717038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1717037.375000 Penalty: 4749.088379
	Iteration 31Q: 3 clusters Score -1717037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1717037.375000 Penalty: 4749.088379
	Iteration 32F: 3 clusters Score -1717037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Entering Unmasked Estep 
Score: -1367564.250000 Penalty: 2336.550293
	Iteration 0F: 2 clusters Score -1367564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1358385.875000 Penalty: 4673.100586
	Iteration 0F: 3 clusters Score -1358386 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1361547.625000 Penalty: 4673.100586
	Iteration 1F: 3 clusters Score -1361548 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1362167.500000 Penalty: 4673.100586
	Iteration 2F: 3 clusters Score -1362168 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1362742.250000 Penalty: 4673.100586
	Iteration 3F: 3 clusters Score -1362742 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1363374.625000 Penalty: 4673.100586
	Iteration 4F: 3 clusters Score -1363375 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1364084.625000 Penalty: 4673.100586
	Iteration 5F: 3 clusters Score -1364085 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1364746.875000 Penalty: 4673.100586
	Iteration 6F: 3 clusters Score -1364747 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1365203.625000 Penalty: 4673.100586
	Iteration 7F: 3 clusters Score -1365204 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1365457.125000 Penalty: 4673.100586
	Iteration 8Q: 3 clusters Score -1365457 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1365611.250000 Penalty: 4673.100586
	Iteration 9Q: 3 clusters Score -1365611 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1365710.500000 Penalty: 4673.100586
	Iteration 10Q: 3 clusters Score -1365710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1365766.500000 Penalty: 4673.100586
	Iteration 11Q: 3 clusters Score -1365766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1365796.250000 Penalty: 4673.100586
	Iteration 12Q: 3 clusters Score -1365796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1365811.625000 Penalty: 4673.100586
	Iteration 13Q: 3 clusters Score -1365812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1365830.000000 Penalty: 4673.100586
	Iteration 14Q: 3 clusters Score -1365830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1365839.875000 Penalty: 4673.100586
	Iteration 15Q: 3 clusters Score -1365840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1365844.375000 Penalty: 4673.100586
	Iteration 16Q: 3 clusters Score -1365844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1365845.250000 Penalty: 4673.100586
	Iteration 17Q: 3 clusters Score -1365845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1365851.375000 Penalty: 4673.100586
	Iteration 18Q: 3 clusters Score -1365851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1365853.500000 Penalty: 4673.100586
	Iteration 19Q: 3 clusters Score -1365854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1365853.000000 Penalty: 4673.100586
	Iteration 20F: 3 clusters Score -1365853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1365859.250000 Penalty: 4673.100586
	Iteration 21Q: 3 clusters Score -1365859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1365859.875000 Penalty: 4673.100586
	Iteration 22Q: 3 clusters Score -1365860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1365861.250000 Penalty: 4673.100586
	Iteration 23Q: 3 clusters Score -1365861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1365860.750000 Penalty: 4673.100586
	Iteration 24Q: 3 clusters Score -1365861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1365857.375000 Penalty: 4673.100586
	Iteration 25Q: 3 clusters Score -1365857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1365859.000000 Penalty: 4673.100586
	Iteration 26Q: 3 clusters Score -1365859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1365856.500000 Penalty: 4673.100586
	Iteration 27Q: 3 clusters Score -1365856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1365858.250000 Penalty: 4673.100586
	Iteration 28Q: 3 clusters Score -1365858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1365855.625000 Penalty: 4673.100586
	Iteration 29Q: 3 clusters Score -1365856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1365855.625000 Penalty: 4673.100586
	Iteration 30F: 3 clusters Score -1365856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -562870.187500 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -562870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -558471.375000 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -558471.4 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -559441.625000 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -559441.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -559668.750000 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -559668.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -559788.625000 Penalty: 4206.651367
	Iteration 3Q: 3 clusters Score -559788.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -559875.187500 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -559875.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559942.937500 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -559942.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -559994.750000 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -559994.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -560043.187500 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -560043.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -560093.312500 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -560093.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -560133.187500 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -560133.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -560171.687500 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -560171.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -560205.562500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -560205.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -560246.562500 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -560246.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -560297.375000 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -560297.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -560350.875000 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -560350.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -560409.062500 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -560409.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -560475.687500 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -560475.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -560559.562500 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -560559.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -560632.250000 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -560632.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -560696.937500 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -560696.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -560775.812500 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -560775.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -560826.250000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -560826.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -560860.250000 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -560860.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -560885.562500 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -560885.6 nChanged 32
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: -560907.062500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -560907.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -560918.437500 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -560918.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -560927.000000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -560927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -560937.312500 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -560937.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -560948.187500 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -560948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -560960.500000 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -560960.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -560977.750000 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -560977.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -560994.187500 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -560994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -561010.750000 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -561010.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -561024.125000 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -561024.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -561032.687500 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -561032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -561043.062500 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -561043.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -561052.562500 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -561052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -561061.062500 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -561061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -561071.062500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -561071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -561075.500000 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -561075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -561075.750000 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -561075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -561078.062500 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -561078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -561078.187500 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -561078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -561080.812500 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -561080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -561083.375000 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -561083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -561083.500000 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -561083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -561083.500000 Penalty: 4206.651367
	Iteration 46F: 3 clusters Score -561083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -1336796.500000 Penalty: 2316.746582
	Iteration 0F: 2 clusters Score -1336796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1328385.875000 Penalty: 4633.493164
	Iteration 0F: 3 clusters Score -1328386 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1330947.875000 Penalty: 4633.493164
	Iteration 1F: 3 clusters Score -1330948 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1331496.875000 Penalty: 4633.493164
	Iteration 2F: 3 clusters Score -1331497 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1331967.375000 Penalty: 4633.493164
	Iteration 3F: 3 clusters Score -1331967 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1332425.500000 Penalty: 4633.493164
	Iteration 4F: 3 clusters Score -1332426 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1332903.750000 Penalty: 4633.493164
	Iteration 5F: 3 clusters Score -1332904 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1333347.875000 Penalty: 4633.493164
	Iteration 6F: 3 clusters Score -1333348 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1333802.500000 Penalty: 4633.493164
	Iteration 7F: 3 clusters Score -1333802 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1334225.250000 Penalty: 4633.493164
	Iteration 8F: 3 clusters Score -1334225 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1334592.000000 Penalty: 4633.493164
	Iteration 9Q: 3 clusters Score -1334592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1334875.875000 Penalty: 4633.493164
	Iteration 10Q: 3 clusters Score -1334876 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1335115.125000 Penalty: 4633.493164
	Iteration 11Q: 3 clusters Score -1335115 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1335294.875000 Penalty: 4633.493164
	Iteration 12Q: 3 clusters Score -1335295 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1335453.625000 Penalty: 4633.493164
	Iteration 13Q: 3 clusters Score -1335454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1335547.500000 Penalty: 4633.493164
	Iteration 14Q: 3 clusters Score -1335548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1335609.250000 Penalty: 4633.493164
	Iteration 15Q: 3 clusters Score -1335609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1335648.125000 Penalty: 4633.493164
	Iteration 16Q: 3 clusters Score -1335648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1335675.125000 Penalty: 4633.493164
	Iteration 17Q: 3 clusters Score -1335675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1335691.625000 Penalty: 4633.493164
	Iteration 18Q: 3 clusters Score -1335692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1335697.375000 Penalty: 4633.493164
	Iteration 19Q: 3 clusters Score -1335697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1335707.500000 Penalty: 4633.493164
	Iteration 20F: 3 clusters Score -1335708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1335716.375000 Penalty: 4633.493164
	Iteration 21Q: 3 clusters Score -1335716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1335724.500000 Penalty: 4633.493164
	Iteration 22Q: 3 clusters Score -1335724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1335726.500000 Penalty: 4633.493164
	Iteration 23Q: 3 clusters Score -1335726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1335727.250000 Penalty: 4633.493164
	Iteration 24Q: 3 clusters Score -1335727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1335728.000000 Penalty: 4633.493164
	Iteration 25Q: 3 clusters Score -1335728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1335729.750000 Penalty: 4633.493164
	Iteration 26Q: 3 clusters Score -1335730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1335733.750000 Penalty: 4633.493164
	Iteration 27Q: 3 clusters Score -1335734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1335734.125000 Penalty: 4633.493164
	Iteration 28Q: 3 clusters Score -1335734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1335735.250000 Penalty: 4633.493164
	Iteration 29Q: 3 clusters Score -1335735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1335735.625000 Penalty: 4633.493164
	Iteration 30Q: 3 clusters Score -1335736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1335735.625000 Penalty: 4633.493164
	Iteration 31F: 3 clusters Score -1335736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Entering Unmasked Estep 
Score: -7985072.000000 Penalty: 2756.005615
	Iteration 0F: 2 clusters Score -7985072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -7940004.500000 Penalty: 5512.011230
	Iteration 0F: 3 clusters Score -7940004 nChanged 31270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7958095.500000 Penalty: 5512.011230
	Iteration 1F: 3 clusters Score -7958096 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7959312.000000 Penalty: 5512.011230
	Iteration 2Q: 3 clusters Score -7959312 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7960809.500000 Penalty: 5512.011230
	Iteration 3F: 3 clusters Score -7960810 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -7962793.500000 Penalty: 5512.011230
	Iteration 4F: 3 clusters Score -7962794 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7965367.500000 Penalty: 5512.011230
	Iteration 5F: 3 clusters Score -7965368 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7968612.000000 Penalty: 5512.011230
	Iteration 6F: 3 clusters Score -7968612 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -7972000.500000 Penalty: 5512.011230
	Iteration 7F: 3 clusters Score -7972000 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -7975004.500000 Penalty: 5512.011230
	Iteration 8F: 3 clusters Score -7975004 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -7977259.000000 Penalty: 5512.011230
	Iteration 9Q: 3 clusters Score -7977259 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -7978758.500000 Penalty: 5512.011230
	Iteration 10Q: 3 clusters Score -7978758 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7979612.000000 Penalty: 5512.011230
	Iteration 11Q: 3 clusters Score -7979612 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7980254.500000 Penalty: 5512.011230
	Iteration 12Q: 3 clusters Score -7980254 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7980767.000000 Penalty: 5512.011230
	Iteration 13Q: 3 clusters Score -7980767 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -7981180.500000 Penalty: 5512.011230
	Iteration 14Q: 3 clusters Score -7981180 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7981487.000000 Penalty: 5512.011230
	Iteration 15Q: 3 clusters Score -7981487 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7981828.000000 Penalty: 5512.011230
	Iteration 16Q: 3 clusters Score -7981828 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7982205.500000 Penalty: 5512.011230
	Iteration 17Q: 3 clusters Score -7982206 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7982560.000000 Penalty: 5512.011230
	Iteration 18Q: 3 clusters Score -7982560 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7982831.500000 Penalty: 5512.011230
	Iteration 19Q: 3 clusters Score -7982832 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7983063.000000 Penalty: 5512.011230
	Iteration 20F: 3 clusters Score -7983063 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7983246.500000 Penalty: 5512.011230
	Iteration 21Q: 3 clusters Score -7983246 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7983314.500000 Penalty: 5512.011230
	Iteration 22Q: 3 clusters Score -7983314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7983377.500000 Penalty: 5512.011230
	Iteration 23Q: 3 clusters Score -7983378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7983439.000000 Penalty: 5512.011230
	Iteration 24Q: 3 clusters Score -7983439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7983470.500000 Penalty: 5512.011230
	Iteration 25Q: 3 clusters Score -7983470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7983494.000000 Penalty: 5512.011230
	Iteration 26Q: 3 clusters Score -7983494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7983524.500000 Penalty: 5512.011230
	Iteration 27Q: 3 clusters Score -7983524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7983539.500000 Penalty: 5512.011230
	Iteration 28Q: 3 clusters Score -7983540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7983545.500000 Penalty: 5512.011230
	Iteration 29Q: 3 clusters Score -7983546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7983568.000000 Penalty: 5512.011230
	Iteration 30Q: 3 clusters Score -7983568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7983580.500000 Penalty: 5512.011230
	Iteration 31Q: 3 clusters Score -7983580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7983591.000000 Penalty: 5512.011230
	Iteration 32Q: 3 clusters Score -7983591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7983608.000000 Penalty: 5512.011230
	Iteration 33Q: 3 clusters Score -7983608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7983616.000000 Penalty: 5512.011230
	Iteration 34Q: 3 clusters Score -7983616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7983621.000000 Penalty: 5512.011230
	Iteration 35Q: 3 clusters Score -7983621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7983620.500000 Penalty: 5512.011230
	Iteration 36Q: 3 clusters Score -7983620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7983632.000000 Penalty: 5512.011230
	Iteration 37Q: 3 clusters Score -7983632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7983637.000000 Penalty: 5512.011230
	Iteration 38Q: 3 clusters Score -7983637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7983640.000000 Penalty: 5512.011230
	Iteration 39Q: 3 clusters Score -7983640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7983648.500000 Penalty: 5512.011230
	Iteration 40F: 3 clusters Score -7983648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7983649.000000 Penalty: 5512.011230
	Iteration 41Q: 3 clusters Score -7983649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7983649.000000 Penalty: 5512.011230
	Iteration 42Q: 3 clusters Score -7983649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7983654.500000 Penalty: 5512.011230
	Iteration 43Q: 3 clusters Score -7983654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7983653.000000 Penalty: 5512.011230
	Iteration 44Q: 3 clusters Score -7983653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7983653.000000 Penalty: 5512.011230
	Iteration 45Q: 3 clusters Score -7983653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7983653.500000 Penalty: 5512.011230
	Iteration 46Q: 3 clusters Score -7983654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7983653.500000 Penalty: 5512.011230
	Iteration 47F: 3 clusters Score -7983654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -312966.312500 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -312966.3 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 1470 members 
Entering Unmasked Estep 
Score: -309800.656250 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -309800.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -310509.875000 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -310509.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -310744.187500 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -310744.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -310885.468750 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -310885.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -310986.406250 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -310986.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311069.062500 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -311069.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -311192.781250 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -311192.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311300.156250 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -311300.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -311431.968750 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -311432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -311522.875000 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -311522.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311614.843750 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -311614.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -311697.500000 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -311697.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -311781.000000 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -311781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -311834.687500 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -311834.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -311865.218750 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -311865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -311880.375000 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -311880.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -311890.625000 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -311890.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -311899.375000 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -311899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -311901.093750 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -311901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -311902.843750 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -311902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -311903.531250 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -311903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -311903.593750 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -311903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -311903.593750 Penalty: 3958.091553
	Iteration 22F: 3 clusters Score -311903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -388122.562500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -388122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -384628.656250 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -384628.7 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -385492.031250 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -385492 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -385843.531250 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -385843.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -386148.187500 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -386148.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -386440.281250 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -386440.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -386921.281250 Penalty: 4033.531006
	Iteration 5F: 3 clusters Score -386921.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -387343.093750 Penalty: 4033.531006
	Iteration 6F: 3 clusters Score -387343.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -387654.375000 Penalty: 4033.531006
	Iteration 7F: 3 clusters Score -387654.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -387942.562500 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -387942.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -388162.187500 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -388162.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -388263.750000 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -388263.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -388298.250000 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -388298.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -388318.875000 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -388318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -388326.218750 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -388326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -388328.375000 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -388328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -388328.593750 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -388328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -388328.593750 Penalty: 4033.531006
	Iteration 16F: 3 clusters Score -388328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14206 members 
Mstep: Class 3 contains 78949 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 67032 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 5361 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 71973 members 
Mstep: Class 34 contains 1283 members 
Entering Unmasked Estep 
Score: -45031372.000000 Penalty: 108619.007812
Splitting cluster 10 changes total score from -45031584.000000 to -45031372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -893492.500000 Penalty: 2225.799316
	Iteration 0F: 2 clusters Score -893492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -887205.500000 Penalty: 4451.598633
	Iteration 0F: 3 clusters Score -887205.5 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -888917.937500 Penalty: 4451.598633
	Iteration 1F: 3 clusters Score -888917.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -889265.187500 Penalty: 4451.598633
	Iteration 2F: 3 clusters Score -889265.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -889568.875000 Penalty: 4451.598633
	Iteration 3F: 3 clusters Score -889568.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -889818.812500 Penalty: 4451.598633
	Iteration 4F: 3 clusters Score -889818.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -890051.500000 Penalty: 4451.598633
	Iteration 5Q: 3 clusters Score -890051.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -890267.125000 Penalty: 4451.598633
	Iteration 6Q: 3 clusters Score -890267.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -890452.250000 Penalty: 4451.598633
	Iteration 7Q: 3 clusters Score -890452.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -890586.500000 Penalty: 4451.598633
	Iteration 8Q: 3 clusters Score -890586.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -890686.937500 Penalty: 4451.598633
	Iteration 9Q: 3 clusters Score -890686.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -890779.250000 Penalty: 4451.598633
	Iteration 10Q: 3 clusters Score -890779.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -890841.750000 Penalty: 4451.598633
	Iteration 11Q: 3 clusters Score -890841.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -890890.000000 Penalty: 4451.598633
	Iteration 12Q: 3 clusters Score -890890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -890935.687500 Penalty: 4451.598633
	Iteration 13Q: 3 clusters Score -890935.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -890967.500000 Penalty: 4451.598633
	Iteration 14Q: 3 clusters Score -890967.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -890998.375000 Penalty: 4451.598633
	Iteration 15Q: 3 clusters Score -890998.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -891026.312500 Penalty: 4451.598633
	Iteration 16Q: 3 clusters Score -891026.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -891052.500000 Penalty: 4451.598633
	Iteration 17Q: 3 clusters Score -891052.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -891072.000000 Penalty: 4451.598633
	Iteration 18Q: 3 clusters Score -891072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -891093.812500 Penalty: 4451.598633
	Iteration 19Q: 3 clusters Score -891093.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -891111.437500 Penalty: 4451.598633
	Iteration 20F: 3 clusters Score -891111.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -891129.375000 Penalty: 4451.598633
	Iteration 21Q: 3 clusters Score -891129.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -891147.687500 Penalty: 4451.598633
	Iteration 22Q: 3 clusters Score -891147.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -891162.937500 Penalty: 4451.598633
	Iteration 23Q: 3 clusters Score -891162.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -891179.937500 Penalty: 4451.598633
	Iteration 24Q: 3 clusters Score -891179.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -891193.500000 Penalty: 4451.598633
	Iteration 25Q: 3 clusters Score -891193.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -891211.312500 Penalty: 4451.598633
	Iteration 26Q: 3 clusters Score -891211.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -891237.687500 Penalty: 4451.598633
	Iteration 27Q: 3 clusters Score -891237.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -891259.500000 Penalty: 4451.598633
	Iteration 28Q: 3 clusters Score -891259.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -891286.562500 Penalty: 4451.598633
	Iteration 29Q: 3 clusters Score -891286.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -891313.812500 Penalty: 4451.598633
	Iteration 30Q: 3 clusters Score -891313.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -891336.187500 Penalty: 4451.598633
	Iteration 31Q: 3 clusters Score -891336.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -891362.000000 Penalty: 4451.598633
	Iteration 32Q: 3 clusters Score -891362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -891378.312500 Penalty: 4451.598633
	Iteration 33Q: 3 clusters Score -891378.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -891393.937500 Penalty: 4451.598633
	Iteration 34Q: 3 clusters Score -891393.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -891411.062500 Penalty: 4451.598633
	Iteration 35Q: 3 clusters Score -891411.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -891426.812500 Penalty: 4451.598633
	Iteration 36Q: 3 clusters Score -891426.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -891447.312500 Penalty: 4451.598633
	Iteration 37Q: 3 clusters Score -891447.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -891459.375000 Penalty: 4451.598633
	Iteration 38Q: 3 clusters Score -891459.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -891473.687500 Penalty: 4451.598633
	Iteration 39Q: 3 clusters Score -891473.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -891486.937500 Penalty: 4451.598633
	Iteration 40F: 3 clusters Score -891486.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -891502.812500 Penalty: 4451.598633
	Iteration 41Q: 3 clusters Score -891502.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -891514.187500 Penalty: 4451.598633
	Iteration 42Q: 3 clusters Score -891514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -891527.812500 Penalty: 4451.598633
	Iteration 43Q: 3 clusters Score -891527.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -891542.062500 Penalty: 4451.598633
	Iteration 44Q: 3 clusters Score -891542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -891561.812500 Penalty: 4451.598633
	Iteration 45Q: 3 clusters Score -891561.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -891583.812500 Penalty: 4451.598633
	Iteration 46Q: 3 clusters Score -891583.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -891601.687500 Penalty: 4451.598633
	Iteration 47Q: 3 clusters Score -891601.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -891619.125000 Penalty: 4451.598633
	Iteration 48Q: 3 clusters Score -891619.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -891633.500000 Penalty: 4451.598633
	Iteration 49Q: 3 clusters Score -891633.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -891652.500000 Penalty: 4451.598633
	Iteration 50Q: 3 clusters Score -891652.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -891675.000000 Penalty: 4451.598633
	Iteration 51Q: 3 clusters Score -891675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -891700.187500 Penalty: 4451.598633
	Iteration 52Q: 3 clusters Score -891700.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -891725.687500 Penalty: 4451.598633
	Iteration 53Q: 3 clusters Score -891725.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -891745.750000 Penalty: 4451.598633
	Iteration 54Q: 3 clusters Score -891745.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -891762.500000 Penalty: 4451.598633
	Iteration 55Q: 3 clusters Score -891762.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -891777.437500 Penalty: 4451.598633
	Iteration 56Q: 3 clusters Score -891777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -891786.937500 Penalty: 4451.598633
	Iteration 57Q: 3 clusters Score -891786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -891796.062500 Penalty: 4451.598633
	Iteration 58Q: 3 clusters Score -891796.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -891805.125000 Penalty: 4451.598633
	Iteration 59Q: 3 clusters Score -891805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -891816.000000 Penalty: 4451.598633
	Iteration 60F: 3 clusters Score -891816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -891830.500000 Penalty: 4451.598633
	Iteration 61Q: 3 clusters Score -891830.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -891844.437500 Penalty: 4451.598633
	Iteration 62Q: 3 clusters Score -891844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -891854.000000 Penalty: 4451.598633
	Iteration 63Q: 3 clusters Score -891854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -891862.187500 Penalty: 4451.598633
	Iteration 64Q: 3 clusters Score -891862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -891869.875000 Penalty: 4451.598633
	Iteration 65Q: 3 clusters Score -891869.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -891876.812500 Penalty: 4451.598633
	Iteration 66Q: 3 clusters Score -891876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -891882.625000 Penalty: 4451.598633
	Iteration 67Q: 3 clusters Score -891882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -891886.750000 Penalty: 4451.598633
	Iteration 68Q: 3 clusters Score -891886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -891893.312500 Penalty: 4451.598633
	Iteration 69Q: 3 clusters Score -891893.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -891896.875000 Penalty: 4451.598633
	Iteration 70Q: 3 clusters Score -891896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -891904.625000 Penalty: 4451.598633
	Iteration 71Q: 3 clusters Score -891904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -891907.750000 Penalty: 4451.598633
	Iteration 72Q: 3 clusters Score -891907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -891909.187500 Penalty: 4451.598633
	Iteration 73Q: 3 clusters Score -891909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -891912.250000 Penalty: 4451.598633
	Iteration 74Q: 3 clusters Score -891912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -891914.125000 Penalty: 4451.598633
	Iteration 75Q: 3 clusters Score -891914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -891916.625000 Penalty: 4451.598633
	Iteration 76Q: 3 clusters Score -891916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -891919.625000 Penalty: 4451.598633
	Iteration 77Q: 3 clusters Score -891919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -891920.250000 Penalty: 4451.598633
	Iteration 78Q: 3 clusters Score -891920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -891922.875000 Penalty: 4451.598633
	Iteration 79Q: 3 clusters Score -891922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -891927.562500 Penalty: 4451.598633
	Iteration 80F: 3 clusters Score -891927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -891930.500000 Penalty: 4451.598633
	Iteration 81Q: 3 clusters Score -891930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -891931.562500 Penalty: 4451.598633
	Iteration 82Q: 3 clusters Score -891931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -891933.312500 Penalty: 4451.598633
	Iteration 83Q: 3 clusters Score -891933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -891935.125000 Penalty: 4451.598633
	Iteration 84Q: 3 clusters Score -891935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -891939.125000 Penalty: 4451.598633
	Iteration 85Q: 3 clusters Score -891939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -891940.437500 Penalty: 4451.598633
	Iteration 86Q: 3 clusters Score -891940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -891941.312500 Penalty: 4451.598633
	Iteration 87Q: 3 clusters Score -891941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -891947.125000 Penalty: 4451.598633
	Iteration 88Q: 3 clusters Score -891947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -891950.562500 Penalty: 4451.598633
	Iteration 89Q: 3 clusters Score -891950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -891951.812500 Penalty: 4451.598633
	Iteration 90Q: 3 clusters Score -891951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -891955.625000 Penalty: 4451.598633
	Iteration 91Q: 3 clusters Score -891955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -891955.937500 Penalty: 4451.598633
	Iteration 92Q: 3 clusters Score -891955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -891958.312500 Penalty: 4451.598633
	Iteration 93Q: 3 clusters Score -891958.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -891966.375000 Penalty: 4451.598633
	Iteration 94Q: 3 clusters Score -891966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -891971.500000 Penalty: 4451.598633
	Iteration 95Q: 3 clusters Score -891971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -891974.250000 Penalty: 4451.598633
	Iteration 96Q: 3 clusters Score -891974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -891977.062500 Penalty: 4451.598633
	Iteration 97Q: 3 clusters Score -891977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -891978.312500 Penalty: 4451.598633
	Iteration 98Q: 3 clusters Score -891978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -891977.187500 Penalty: 4451.598633
	Iteration 99Q: 3 clusters Score -891977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -891980.500000 Penalty: 4451.598633
	Iteration 100F: 3 clusters Score -891980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -448076.593750 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -448076.6 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 1908 members 
Entering Unmasked Estep 
Score: -444256.156250 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -444256.2 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -445085.156250 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -445085.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -445274.687500 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -445274.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -445370.187500 Penalty: 4103.068359
	Iteration 3Q: 3 clusters Score -445370.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -445441.156250 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -445441.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -445507.531250 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -445507.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -445573.562500 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -445573.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -445627.625000 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -445627.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -445685.093750 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -445685.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -445750.000000 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -445750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -445835.031250 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -445835 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -445939.250000 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -445939.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -446014.250000 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -446014.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -446073.625000 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -446073.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -446119.750000 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -446119.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -446156.687500 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -446156.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -446189.906250 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -446189.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -446217.781250 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -446217.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -446238.312500 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -446238.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -446252.625000 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -446252.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446270.000000 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -446270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -446288.218750 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -446288.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -446302.250000 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -446302.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -446311.968750 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -446312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -446322.968750 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -446323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -446334.343750 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -446334.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -446349.750000 Penalty: 4103.068359
	Iteration 26Q: 3 clusters Score -446349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -446366.156250 Penalty: 4103.068359
	Iteration 27Q: 3 clusters Score -446366.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -446383.500000 Penalty: 4103.068359
	Iteration 28Q: 3 clusters Score -446383.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -446395.750000 Penalty: 4103.068359
	Iteration 29Q: 3 clusters Score -446395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -446404.343750 Penalty: 4103.068359
	Iteration 30Q: 3 clusters Score -446404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -446411.375000 Penalty: 4103.068359
	Iteration 31Q: 3 clusters Score -446411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -446416.281250 Penalty: 4103.068359
	Iteration 32Q: 3 clusters Score -446416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -446423.031250 Penalty: 4103.068359
	Iteration 33Q: 3 clusters Score -446423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -446429.375000 Penalty: 4103.068359
	Iteration 34Q: 3 clusters Score -446429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -446437.937500 Penalty: 4103.068359
	Iteration 35Q: 3 clusters Score -446437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -446444.968750 Penalty: 4103.068359
	Iteration 36Q: 3 clusters Score -446445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -446451.375000 Penalty: 4103.068359
	Iteration 37Q: 3 clusters Score -446451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -446454.875000 Penalty: 4103.068359
	Iteration 38Q: 3 clusters Score -446454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -446455.656250 Penalty: 4103.068359
	Iteration 39Q: 3 clusters Score -446455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -446457.593750 Penalty: 4103.068359
	Iteration 40F: 3 clusters Score -446457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -195834.812500 Penalty: 1864.749146
	Iteration 0F: 2 clusters Score -195834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193315.078125 Penalty: 3729.498291
	Iteration 0F: 3 clusters Score -193315.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -193802.062500 Penalty: 3729.498291
	Iteration 1F: 3 clusters Score -193802.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193964.843750 Penalty: 3729.498291
	Iteration 2F: 3 clusters Score -193964.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -194048.656250 Penalty: 3729.498291
	Iteration 3F: 3 clusters Score -194048.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194125.781250 Penalty: 3729.498291
	Iteration 4Q: 3 clusters Score -194125.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194183.843750 Penalty: 3729.498291
	Iteration 5Q: 3 clusters Score -194183.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194252.390625 Penalty: 3729.498291
	Iteration 6Q: 3 clusters Score -194252.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -194332.953125 Penalty: 3729.498291
	Iteration 7Q: 3 clusters Score -194333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -194433.812500 Penalty: 3729.498291
	Iteration 8Q: 3 clusters Score -194433.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -194619.953125 Penalty: 3729.498291
	Iteration 9Q: 3 clusters Score -194620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -194801.296875 Penalty: 3729.498291
	Iteration 10Q: 3 clusters Score -194801.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -194937.484375 Penalty: 3729.498291
	Iteration 11Q: 3 clusters Score -194937.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -195036.109375 Penalty: 3729.498291
	Iteration 12Q: 3 clusters Score -195036.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -195130.906250 Penalty: 3729.498291
	Iteration 13Q: 3 clusters Score -195130.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -195198.765625 Penalty: 3729.498291
	Iteration 14Q: 3 clusters Score -195198.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -195241.421875 Penalty: 3729.498291
	Iteration 15Q: 3 clusters Score -195241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -195259.859375 Penalty: 3729.498291
	Iteration 16Q: 3 clusters Score -195259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -195271.796875 Penalty: 3729.498291
	Iteration 17Q: 3 clusters Score -195271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -195278.546875 Penalty: 3729.498291
	Iteration 18Q: 3 clusters Score -195278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -195286.671875 Penalty: 3729.498291
	Iteration 19Q: 3 clusters Score -195286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -195292.625000 Penalty: 3729.498291
	Iteration 20F: 3 clusters Score -195292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -195302.140625 Penalty: 3729.498291
	Iteration 21Q: 3 clusters Score -195302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -195304.750000 Penalty: 3729.498291
	Iteration 22Q: 3 clusters Score -195304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -195305.921875 Penalty: 3729.498291
	Iteration 23Q: 3 clusters Score -195305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -195305.921875 Penalty: 3729.498291
	Iteration 24F: 3 clusters Score -195305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -181037.750000 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -181037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -178725.375000 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -178725.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179103.390625 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -179103.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179213.125000 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -179213.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179262.703125 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -179262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179291.984375 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -179292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179308.375000 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -179308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179315.859375 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -179315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179321.281250 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -179321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -179326.921875 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -179326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179335.328125 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -179335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179338.671875 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -179338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179340.437500 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -179340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179341.437500 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -179341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179342.171875 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -179342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179342.640625 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -179342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179343.343750 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -179343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179343.343750 Penalty: 3641.697266
	Iteration 16F: 3 clusters Score -179343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -186077.218750 Penalty: 1861.770996
	Iteration 0F: 2 clusters Score -186077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -183674.906250 Penalty: 3723.541992
	Iteration 0F: 3 clusters Score -183674.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -184247.953125 Penalty: 3723.541992
	Iteration 1F: 3 clusters Score -184248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184499.140625 Penalty: 3723.541992
	Iteration 2F: 3 clusters Score -184499.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -184746.390625 Penalty: 3723.541992
	Iteration 3F: 3 clusters Score -184746.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -184969.015625 Penalty: 3723.541992
	Iteration 4F: 3 clusters Score -184969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -185200.500000 Penalty: 3723.541992
	Iteration 5F: 3 clusters Score -185200.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -185411.406250 Penalty: 3723.541992
	Iteration 6Q: 3 clusters Score -185411.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -185531.562500 Penalty: 3723.541992
	Iteration 7Q: 3 clusters Score -185531.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -185603.718750 Penalty: 3723.541992
	Iteration 8Q: 3 clusters Score -185603.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -185650.390625 Penalty: 3723.541992
	Iteration 9Q: 3 clusters Score -185650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -185674.859375 Penalty: 3723.541992
	Iteration 10Q: 3 clusters Score -185674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -185688.046875 Penalty: 3723.541992
	Iteration 11Q: 3 clusters Score -185688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -185693.875000 Penalty: 3723.541992
	Iteration 12Q: 3 clusters Score -185693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -185701.515625 Penalty: 3723.541992
	Iteration 13Q: 3 clusters Score -185701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -185707.921875 Penalty: 3723.541992
	Iteration 14Q: 3 clusters Score -185707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -185710.234375 Penalty: 3723.541992
	Iteration 15Q: 3 clusters Score -185710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -185710.234375 Penalty: 3723.541992
	Iteration 16F: 3 clusters Score -185710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -552274.000000 Penalty: 2111.817139
	Iteration 0F: 2 clusters Score -552274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -547818.937500 Penalty: 4223.634277
	Iteration 0F: 3 clusters Score -547818.9 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -549010.062500 Penalty: 4223.634277
	Iteration 1F: 3 clusters Score -549010.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -549372.375000 Penalty: 4223.634277
	Iteration 2F: 3 clusters Score -549372.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -549830.187500 Penalty: 4223.634277
	Iteration 3F: 3 clusters Score -549830.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -550366.937500 Penalty: 4223.634277
	Iteration 4F: 3 clusters Score -550366.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -550711.250000 Penalty: 4223.634277
	Iteration 5F: 3 clusters Score -550711.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -550908.062500 Penalty: 4223.634277
	Iteration 6F: 3 clusters Score -550908.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -551068.437500 Penalty: 4223.634277
	Iteration 7Q: 3 clusters Score -551068.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -551196.875000 Penalty: 4223.634277
	Iteration 8Q: 3 clusters Score -551196.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -551312.437500 Penalty: 4223.634277
	Iteration 9Q: 3 clusters Score -551312.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -551401.500000 Penalty: 4223.634277
	Iteration 10Q: 3 clusters Score -551401.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -551452.187500 Penalty: 4223.634277
	Iteration 11Q: 3 clusters Score -551452.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -551480.500000 Penalty: 4223.634277
	Iteration 12Q: 3 clusters Score -551480.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -551500.812500 Penalty: 4223.634277
	Iteration 13Q: 3 clusters Score -551500.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -551519.562500 Penalty: 4223.634277
	Iteration 14Q: 3 clusters Score -551519.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -551534.375000 Penalty: 4223.634277
	Iteration 15Q: 3 clusters Score -551534.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -551548.250000 Penalty: 4223.634277
	Iteration 16Q: 3 clusters Score -551548.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -551559.500000 Penalty: 4223.634277
	Iteration 17Q: 3 clusters Score -551559.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -551565.875000 Penalty: 4223.634277
	Iteration 18Q: 3 clusters Score -551565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -551569.937500 Penalty: 4223.634277
	Iteration 19Q: 3 clusters Score -551569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -551573.562500 Penalty: 4223.634277
	Iteration 20F: 3 clusters Score -551573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -551573.875000 Penalty: 4223.634277
	Iteration 21Q: 3 clusters Score -551573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -551575.687500 Penalty: 4223.634277
	Iteration 22Q: 3 clusters Score -551575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -551577.625000 Penalty: 4223.634277
	Iteration 23Q: 3 clusters Score -551577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -551578.562500 Penalty: 4223.634277
	Iteration 24Q: 3 clusters Score -551578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -551580.250000 Penalty: 4223.634277
	Iteration 25Q: 3 clusters Score -551580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -551581.000000 Penalty: 4223.634277
	Iteration 26Q: 3 clusters Score -551581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -551582.312500 Penalty: 4223.634277
	Iteration 27Q: 3 clusters Score -551582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -551581.250000 Penalty: 4223.634277
	Iteration 28Q: 3 clusters Score -551581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -551581.250000 Penalty: 4223.634277
	Iteration 29F: 3 clusters Score -551581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -556616.375000 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -556616.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -552194.562500 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -552194.6 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -553553.437500 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -553553.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -554018.375000 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -554018.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -554392.937500 Penalty: 4221.243652
	Iteration 3F: 3 clusters Score -554392.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -554708.000000 Penalty: 4221.243652
	Iteration 4F: 3 clusters Score -554708 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -554888.562500 Penalty: 4221.243652
	Iteration 5Q: 3 clusters Score -554888.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -555018.187500 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -555018.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -555103.437500 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -555103.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -555164.000000 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -555164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -555204.375000 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -555204.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -555226.187500 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -555226.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -555239.187500 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -555239.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -555251.875000 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -555251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -555262.500000 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -555262.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -555271.250000 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -555271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -555279.937500 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -555279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -555287.687500 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -555287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -555293.000000 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -555293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -555295.500000 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -555295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -555300.000000 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -555300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -555302.562500 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -555302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -555303.062500 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -555303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -555304.125000 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -555304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -555305.812500 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -555305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -555305.625000 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -555305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -555305.625000 Penalty: 4221.243652
	Iteration 25F: 3 clusters Score -555305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -556708.187500 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -556708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -552186.250000 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -552186.2 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -553382.000000 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -553382 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -553765.562500 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -553765.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -554199.562500 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -554199.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -554625.875000 Penalty: 4222.540039
	Iteration 4F: 3 clusters Score -554625.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -555005.125000 Penalty: 4222.540039
	Iteration 5F: 3 clusters Score -555005.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -555280.750000 Penalty: 4222.540039
	Iteration 6F: 3 clusters Score -555280.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -555505.625000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -555505.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -555622.750000 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -555622.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -555670.625000 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -555670.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -555693.750000 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -555693.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -555705.000000 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -555705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -555711.500000 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -555711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -555714.187500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -555714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -555718.125000 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -555718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -555723.875000 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -555723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -555726.937500 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -555726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -555729.812500 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -555729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -555731.812500 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -555731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -555732.375000 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -555732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -555732.375000 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -555732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -290576.375000 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -290576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287433.031250 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -287433 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -288409.000000 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -288409 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -288743.031250 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -288743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288994.625000 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -288994.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289168.343750 Penalty: 3961.812256
	Iteration 4F: 3 clusters Score -289168.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289279.156250 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -289279.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289395.687500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -289395.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -289512.343750 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -289512.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -289617.875000 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -289617.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -289687.500000 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -289687.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289731.250000 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -289731.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289761.812500 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -289761.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289784.281250 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -289784.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289806.437500 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -289806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289826.843750 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -289826.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -289852.843750 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -289852.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -289884.375000 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -289884.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289913.687500 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -289913.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289939.187500 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -289939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289957.562500 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -289957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289967.343750 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -289967.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289973.312500 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -289973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289977.812500 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -289977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289982.437500 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -289982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289984.625000 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -289984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289985.125000 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -289985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289985.125000 Penalty: 3961.812256
	Iteration 26F: 3 clusters Score -289985.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -397950.187500 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -397950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -394307.812500 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -394307.8 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395085.687500 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -395085.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -395298.250000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -395298.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -395422.781250 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -395422.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -395517.937500 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -395517.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -395611.937500 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -395611.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -395698.750000 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -395698.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -395778.625000 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -395778.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -395852.625000 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -395852.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395911.250000 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -395911.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395961.906250 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -395961.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -396006.500000 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -396006.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -396054.593750 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -396054.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -396100.750000 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -396100.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -396138.656250 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -396138.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -396171.218750 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -396171.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -396199.937500 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -396199.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -396225.531250 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -396225.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -396239.218750 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -396239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -396252.968750 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -396253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -396262.812500 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -396262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -396269.906250 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -396269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -396275.281250 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -396275.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -396279.343750 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -396279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -396282.187500 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -396282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -396284.625000 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -396284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -396285.500000 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -396285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -396285.562500 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -396285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -396286.093750 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -396286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -396286.312500 Penalty: 4060.900635
	Iteration 29Q: 3 clusters Score -396286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -396287.468750 Penalty: 4060.900635
	Iteration 30Q: 3 clusters Score -396287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -396289.687500 Penalty: 4060.900635
	Iteration 31Q: 3 clusters Score -396289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -396290.250000 Penalty: 4060.900635
	Iteration 32Q: 3 clusters Score -396290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -396290.250000 Penalty: 4060.900635
	Iteration 33F: 3 clusters Score -396290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Entering Unmasked Estep 
Score: -1082193.250000 Penalty: 2263.027100
	Iteration 0F: 2 clusters Score -1082193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1074993.750000 Penalty: 4526.054199
	Iteration 0F: 3 clusters Score -1074994 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1076955.500000 Penalty: 4526.054199
	Iteration 1F: 3 clusters Score -1076956 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1077279.750000 Penalty: 4526.054199
	Iteration 2F: 3 clusters Score -1077280 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1077519.500000 Penalty: 4526.054199
	Iteration 3F: 3 clusters Score -1077520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1077748.625000 Penalty: 4526.054199
	Iteration 4Q: 3 clusters Score -1077749 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1077956.375000 Penalty: 4526.054199
	Iteration 5Q: 3 clusters Score -1077956 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1078168.625000 Penalty: 4526.054199
	Iteration 6Q: 3 clusters Score -1078169 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1078354.625000 Penalty: 4526.054199
	Iteration 7Q: 3 clusters Score -1078355 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1078549.000000 Penalty: 4526.054199
	Iteration 8Q: 3 clusters Score -1078549 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1078749.375000 Penalty: 4526.054199
	Iteration 9Q: 3 clusters Score -1078749 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1078956.875000 Penalty: 4526.054199
	Iteration 10Q: 3 clusters Score -1078957 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1079153.250000 Penalty: 4526.054199
	Iteration 11Q: 3 clusters Score -1079153 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1079312.000000 Penalty: 4526.054199
	Iteration 12Q: 3 clusters Score -1079312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1079450.500000 Penalty: 4526.054199
	Iteration 13Q: 3 clusters Score -1079450 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1079566.750000 Penalty: 4526.054199
	Iteration 14Q: 3 clusters Score -1079567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1079674.500000 Penalty: 4526.054199
	Iteration 15Q: 3 clusters Score -1079674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1079763.625000 Penalty: 4526.054199
	Iteration 16Q: 3 clusters Score -1079764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1079832.000000 Penalty: 4526.054199
	Iteration 17Q: 3 clusters Score -1079832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1079891.375000 Penalty: 4526.054199
	Iteration 18Q: 3 clusters Score -1079891 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1079951.000000 Penalty: 4526.054199
	Iteration 19Q: 3 clusters Score -1079951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1080007.125000 Penalty: 4526.054199
	Iteration 20F: 3 clusters Score -1080007 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1080057.875000 Penalty: 4526.054199
	Iteration 21Q: 3 clusters Score -1080058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1080106.625000 Penalty: 4526.054199
	Iteration 22Q: 3 clusters Score -1080107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1080143.250000 Penalty: 4526.054199
	Iteration 23Q: 3 clusters Score -1080143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1080183.125000 Penalty: 4526.054199
	Iteration 24Q: 3 clusters Score -1080183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1080215.250000 Penalty: 4526.054199
	Iteration 25Q: 3 clusters Score -1080215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1080239.875000 Penalty: 4526.054199
	Iteration 26Q: 3 clusters Score -1080240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1080256.500000 Penalty: 4526.054199
	Iteration 27Q: 3 clusters Score -1080256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1080265.250000 Penalty: 4526.054199
	Iteration 28Q: 3 clusters Score -1080265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1080273.250000 Penalty: 4526.054199
	Iteration 29Q: 3 clusters Score -1080273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1080273.625000 Penalty: 4526.054199
	Iteration 30Q: 3 clusters Score -1080274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1080276.125000 Penalty: 4526.054199
	Iteration 31Q: 3 clusters Score -1080276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1080281.625000 Penalty: 4526.054199
	Iteration 32Q: 3 clusters Score -1080282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1080288.000000 Penalty: 4526.054199
	Iteration 33Q: 3 clusters Score -1080288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1080291.250000 Penalty: 4526.054199
	Iteration 34Q: 3 clusters Score -1080291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1080294.500000 Penalty: 4526.054199
	Iteration 35Q: 3 clusters Score -1080294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1080293.625000 Penalty: 4526.054199
	Iteration 36Q: 3 clusters Score -1080294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1080294.000000 Penalty: 4526.054199
	Iteration 37Q: 3 clusters Score -1080294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1080292.750000 Penalty: 4526.054199
	Iteration 38Q: 3 clusters Score -1080293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1080294.750000 Penalty: 4526.054199
	Iteration 39Q: 3 clusters Score -1080295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1080296.000000 Penalty: 4526.054199
	Iteration 40F: 3 clusters Score -1080296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -527358.812500 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -527358.8 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 2291 members 
Entering Unmasked Estep 
Score: -523099.812500 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -523099.8 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -524174.812500 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -524174.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -524386.625000 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -524386.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -524514.375000 Penalty: 4180.359375
	Iteration 3F: 3 clusters Score -524514.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -524613.000000 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -524613 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -524697.750000 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -524697.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -524762.062500 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -524762.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -524811.562500 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -524811.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -524854.625000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -524854.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -524904.812500 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -524904.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -524943.312500 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -524943.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -524986.500000 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -524986.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -525032.125000 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -525032.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -525073.562500 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -525073.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -525115.687500 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -525115.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -525156.875000 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -525156.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -525195.875000 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -525195.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -525230.062500 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -525230.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -525266.687500 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -525266.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -525301.375000 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -525301.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -525336.562500 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -525336.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -525371.312500 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -525371.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -525397.500000 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -525397.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -525426.187500 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -525426.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -525453.562500 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -525453.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -525479.562500 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -525479.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -525507.437500 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -525507.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -525532.937500 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -525532.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -525556.437500 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -525556.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -525571.750000 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -525571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -525589.062500 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -525589.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -525609.437500 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -525609.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -525625.812500 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -525625.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -525655.687500 Penalty: 4180.359375
	Iteration 33Q: 3 clusters Score -525655.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -525681.000000 Penalty: 4180.359375
	Iteration 34Q: 3 clusters Score -525681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -525708.125000 Penalty: 4180.359375
	Iteration 35Q: 3 clusters Score -525708.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -525750.062500 Penalty: 4180.359375
	Iteration 36Q: 3 clusters Score -525750.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -525823.875000 Penalty: 4180.359375
	Iteration 37Q: 3 clusters Score -525823.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -525943.625000 Penalty: 4180.359375
	Iteration 38Q: 3 clusters Score -525943.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -526132.000000 Penalty: 4180.359375
	Iteration 39Q: 3 clusters Score -526132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -526434.062500 Penalty: 4180.359375
	Iteration 40F: 3 clusters Score -526434.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -526652.875000 Penalty: 4180.359375
	Iteration 41Q: 3 clusters Score -526652.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -526739.812500 Penalty: 4180.359375
	Iteration 42Q: 3 clusters Score -526739.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -526802.812500 Penalty: 4180.359375
	Iteration 43Q: 3 clusters Score -526802.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -526856.062500 Penalty: 4180.359375
	Iteration 44Q: 3 clusters Score -526856.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -526894.500000 Penalty: 4180.359375
	Iteration 45Q: 3 clusters Score -526894.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -526916.500000 Penalty: 4180.359375
	Iteration 46Q: 3 clusters Score -526916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -526929.625000 Penalty: 4180.359375
	Iteration 47Q: 3 clusters Score -526929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -526931.500000 Penalty: 4180.359375
	Iteration 48Q: 3 clusters Score -526931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -526933.562500 Penalty: 4180.359375
	Iteration 49Q: 3 clusters Score -526933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -526934.125000 Penalty: 4180.359375
	Iteration 50Q: 3 clusters Score -526934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -526934.875000 Penalty: 4180.359375
	Iteration 51Q: 3 clusters Score -526934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -526936.562500 Penalty: 4180.359375
	Iteration 52Q: 3 clusters Score -526936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -526935.437500 Penalty: 4180.359375
	Iteration 53Q: 3 clusters Score -526935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -526937.187500 Penalty: 4180.359375
	Iteration 54Q: 3 clusters Score -526937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -526937.187500 Penalty: 4180.359375
	Iteration 55F: 3 clusters Score -526937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -244931.406250 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -244931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242227.828125 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -242227.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -242703.203125 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -242703.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -242818.093750 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -242818.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242873.718750 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -242873.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242902.078125 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -242902.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -242933.093750 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -242933.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242968.531250 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -242968.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242995.125000 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -242995.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -243013.921875 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -243013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243028.109375 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -243028.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243038.343750 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -243038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243053.421875 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -243053.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243071.609375 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -243071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243082.015625 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -243082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -243094.531250 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -243094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -243099.562500 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -243099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -243104.937500 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -243104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -243106.218750 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -243106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -243106.890625 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -243106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -243108.515625 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -243108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -243110.000000 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -243110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -243111.687500 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -243111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243114.203125 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -243114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243115.593750 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -243115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243117.187500 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -243117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243118.671875 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -243118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -243120.406250 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -243120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -243123.593750 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -243123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -243125.296875 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -243125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -243125.640625 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -243125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -243125.640625 Penalty: 3810.739990
	Iteration 30F: 3 clusters Score -243125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -844959.250000 Penalty: 2205.094971
	Iteration 0F: 2 clusters Score -844959.2 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 3615 members 
Entering Unmasked Estep 
Score: -839024.687500 Penalty: 4410.189941
	Iteration 0F: 3 clusters Score -839024.7 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -840647.312500 Penalty: 4410.189941
	Iteration 1F: 3 clusters Score -840647.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -840911.000000 Penalty: 4410.189941
	Iteration 2F: 3 clusters Score -840911 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -841094.125000 Penalty: 4410.189941
	Iteration 3F: 3 clusters Score -841094.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -841250.875000 Penalty: 4410.189941
	Iteration 4Q: 3 clusters Score -841250.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -841430.750000 Penalty: 4410.189941
	Iteration 5Q: 3 clusters Score -841430.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -841589.562500 Penalty: 4410.189941
	Iteration 6Q: 3 clusters Score -841589.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -841751.875000 Penalty: 4410.189941
	Iteration 7Q: 3 clusters Score -841751.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -841915.875000 Penalty: 4410.189941
	Iteration 8Q: 3 clusters Score -841915.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -842068.375000 Penalty: 4410.189941
	Iteration 9Q: 3 clusters Score -842068.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -842211.625000 Penalty: 4410.189941
	Iteration 10Q: 3 clusters Score -842211.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -842336.250000 Penalty: 4410.189941
	Iteration 11Q: 3 clusters Score -842336.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -842472.500000 Penalty: 4410.189941
	Iteration 12Q: 3 clusters Score -842472.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -842588.062500 Penalty: 4410.189941
	Iteration 13Q: 3 clusters Score -842588.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -842679.562500 Penalty: 4410.189941
	Iteration 14Q: 3 clusters Score -842679.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -842744.187500 Penalty: 4410.189941
	Iteration 15Q: 3 clusters Score -842744.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -842801.312500 Penalty: 4410.189941
	Iteration 16Q: 3 clusters Score -842801.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -842858.875000 Penalty: 4410.189941
	Iteration 17Q: 3 clusters Score -842858.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -842913.750000 Penalty: 4410.189941
	Iteration 18Q: 3 clusters Score -842913.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -842963.187500 Penalty: 4410.189941
	Iteration 19Q: 3 clusters Score -842963.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -842999.500000 Penalty: 4410.189941
	Iteration 20F: 3 clusters Score -842999.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -843021.250000 Penalty: 4410.189941
	Iteration 21Q: 3 clusters Score -843021.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -843041.937500 Penalty: 4410.189941
	Iteration 22Q: 3 clusters Score -843041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -843056.250000 Penalty: 4410.189941
	Iteration 23Q: 3 clusters Score -843056.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -843074.625000 Penalty: 4410.189941
	Iteration 24Q: 3 clusters Score -843074.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -843093.000000 Penalty: 4410.189941
	Iteration 25Q: 3 clusters Score -843093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -843102.562500 Penalty: 4410.189941
	Iteration 26Q: 3 clusters Score -843102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -843110.812500 Penalty: 4410.189941
	Iteration 27Q: 3 clusters Score -843110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -843123.312500 Penalty: 4410.189941
	Iteration 28Q: 3 clusters Score -843123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -843134.062500 Penalty: 4410.189941
	Iteration 29Q: 3 clusters Score -843134.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -843146.625000 Penalty: 4410.189941
	Iteration 30Q: 3 clusters Score -843146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -843154.875000 Penalty: 4410.189941
	Iteration 31Q: 3 clusters Score -843154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -843160.437500 Penalty: 4410.189941
	Iteration 32Q: 3 clusters Score -843160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -843164.062500 Penalty: 4410.189941
	Iteration 33Q: 3 clusters Score -843164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -843168.250000 Penalty: 4410.189941
	Iteration 34Q: 3 clusters Score -843168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -843166.937500 Penalty: 4410.189941
	Iteration 35Q: 3 clusters Score -843166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -843168.437500 Penalty: 4410.189941
	Iteration 36Q: 3 clusters Score -843168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -843172.250000 Penalty: 4410.189941
	Iteration 37Q: 3 clusters Score -843172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -843173.125000 Penalty: 4410.189941
	Iteration 38Q: 3 clusters Score -843173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -843173.812500 Penalty: 4410.189941
	Iteration 39Q: 3 clusters Score -843173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -843175.687500 Penalty: 4410.189941
	Iteration 40F: 3 clusters Score -843175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -843176.437500 Penalty: 4410.189941
	Iteration 41Q: 3 clusters Score -843176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -843175.437500 Penalty: 4410.189941
	Iteration 42Q: 3 clusters Score -843175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -843175.437500 Penalty: 4410.189941
	Iteration 43F: 3 clusters Score -843175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -289600.156250 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -289600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -286609.343750 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -286609.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287229.593750 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -287229.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287419.906250 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -287419.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -287538.125000 Penalty: 3881.123535
	Iteration 3F: 3 clusters Score -287538.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287636.625000 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -287636.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -287747.000000 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -287747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -287833.468750 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -287833.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -287904.406250 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -287904.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -287969.781250 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -287969.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288032.375000 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -288032.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -288092.093750 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -288092.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288126.968750 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -288127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -288157.781250 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -288157.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288183.281250 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -288183.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288199.937500 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -288199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -288209.125000 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -288209.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288218.062500 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -288218.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288230.343750 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -288230.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288242.593750 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -288242.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -288256.437500 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -288256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -288269.937500 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -288269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -288275.750000 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -288275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -288277.562500 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -288277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -288279.750000 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -288279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288281.781250 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -288281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288285.281250 Penalty: 3881.123535
	Iteration 25Q: 3 clusters Score -288285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -288286.187500 Penalty: 3881.123535
	Iteration 26Q: 3 clusters Score -288286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288287.093750 Penalty: 3881.123535
	Iteration 27Q: 3 clusters Score -288287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288286.812500 Penalty: 3881.123535
	Iteration 28Q: 3 clusters Score -288286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288286.812500 Penalty: 3881.123535
	Iteration 29F: 3 clusters Score -288286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -404266.000000 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -404266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -400681.750000 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -400681.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -401459.281250 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -401459.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -401615.437500 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -401615.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -401708.281250 Penalty: 4048.890625
	Iteration 3Q: 3 clusters Score -401708.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -401782.625000 Penalty: 4048.890625
	Iteration 4Q: 3 clusters Score -401782.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -401844.562500 Penalty: 4048.890625
	Iteration 5Q: 3 clusters Score -401844.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -401896.062500 Penalty: 4048.890625
	Iteration 6Q: 3 clusters Score -401896.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -401932.968750 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -401933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -401954.406250 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -401954.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401983.437500 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -401983.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -402008.562500 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -402008.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -402032.656250 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -402032.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402050.656250 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -402050.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -402066.062500 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -402066.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -402080.250000 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -402080.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -402094.468750 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -402094.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -402104.406250 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -402104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -402115.250000 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -402115.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -402126.812500 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -402126.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -402137.312500 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -402137.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -402145.812500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -402145.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -402158.375000 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -402158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -402166.937500 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -402166.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -402181.437500 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -402181.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -402190.062500 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -402190.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -402205.343750 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -402205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -402218.312500 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -402218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -402226.062500 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -402226.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -402232.531250 Penalty: 4048.890625
	Iteration 28Q: 3 clusters Score -402232.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -402242.531250 Penalty: 4048.890625
	Iteration 29Q: 3 clusters Score -402242.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -402257.281250 Penalty: 4048.890625
	Iteration 30Q: 3 clusters Score -402257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -402265.843750 Penalty: 4048.890625
	Iteration 31Q: 3 clusters Score -402265.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -402278.437500 Penalty: 4048.890625
	Iteration 32Q: 3 clusters Score -402278.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -402294.843750 Penalty: 4048.890625
	Iteration 33Q: 3 clusters Score -402294.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402306.031250 Penalty: 4048.890625
	Iteration 34Q: 3 clusters Score -402306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -402312.218750 Penalty: 4048.890625
	Iteration 35Q: 3 clusters Score -402312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -402318.125000 Penalty: 4048.890625
	Iteration 36Q: 3 clusters Score -402318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -402322.562500 Penalty: 4048.890625
	Iteration 37Q: 3 clusters Score -402322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -402324.531250 Penalty: 4048.890625
	Iteration 38Q: 3 clusters Score -402324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -402327.968750 Penalty: 4048.890625
	Iteration 39Q: 3 clusters Score -402328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -402331.968750 Penalty: 4048.890625
	Iteration 40F: 3 clusters Score -402332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -402338.687500 Penalty: 4048.890625
	Iteration 41Q: 3 clusters Score -402338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -402346.343750 Penalty: 4048.890625
	Iteration 42Q: 3 clusters Score -402346.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -402352.718750 Penalty: 4048.890625
	Iteration 43Q: 3 clusters Score -402352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -402356.125000 Penalty: 4048.890625
	Iteration 44Q: 3 clusters Score -402356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402359.750000 Penalty: 4048.890625
	Iteration 45Q: 3 clusters Score -402359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -402364.468750 Penalty: 4048.890625
	Iteration 46Q: 3 clusters Score -402364.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -402373.687500 Penalty: 4048.890625
	Iteration 47Q: 3 clusters Score -402373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -402381.031250 Penalty: 4048.890625
	Iteration 48Q: 3 clusters Score -402381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402387.687500 Penalty: 4048.890625
	Iteration 49Q: 3 clusters Score -402387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -402396.093750 Penalty: 4048.890625
	Iteration 50Q: 3 clusters Score -402396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -402401.875000 Penalty: 4048.890625
	Iteration 51Q: 3 clusters Score -402401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -402408.750000 Penalty: 4048.890625
	Iteration 52Q: 3 clusters Score -402408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -402414.656250 Penalty: 4048.890625
	Iteration 53Q: 3 clusters Score -402414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -402418.562500 Penalty: 4048.890625
	Iteration 54Q: 3 clusters Score -402418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -402421.468750 Penalty: 4048.890625
	Iteration 55Q: 3 clusters Score -402421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -402425.562500 Penalty: 4048.890625
	Iteration 56Q: 3 clusters Score -402425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -402428.906250 Penalty: 4048.890625
	Iteration 57Q: 3 clusters Score -402428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -402430.593750 Penalty: 4048.890625
	Iteration 58Q: 3 clusters Score -402430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -402431.656250 Penalty: 4048.890625
	Iteration 59Q: 3 clusters Score -402431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -402433.187500 Penalty: 4048.890625
	Iteration 60F: 3 clusters Score -402433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402432.500000 Penalty: 4048.890625
	Iteration 61Q: 3 clusters Score -402432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402432.500000 Penalty: 4048.890625
	Iteration 62F: 3 clusters Score -402432.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Entering Unmasked Estep 
Score: -1133843.500000 Penalty: 2285.129639
	Iteration 0F: 2 clusters Score -1133844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1126139.000000 Penalty: 4570.259277
	Iteration 0F: 3 clusters Score -1126139 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1128535.000000 Penalty: 4570.259277
	Iteration 1F: 3 clusters Score -1128535 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1129001.250000 Penalty: 4570.259277
	Iteration 2F: 3 clusters Score -1129001 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1129404.125000 Penalty: 4570.259277
	Iteration 3F: 3 clusters Score -1129404 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1129783.500000 Penalty: 4570.259277
	Iteration 4F: 3 clusters Score -1129784 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1130190.875000 Penalty: 4570.259277
	Iteration 5F: 3 clusters Score -1130191 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1130686.750000 Penalty: 4570.259277
	Iteration 6F: 3 clusters Score -1130687 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1131241.375000 Penalty: 4570.259277
	Iteration 7F: 3 clusters Score -1131241 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1131754.125000 Penalty: 4570.259277
	Iteration 8F: 3 clusters Score -1131754 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1132137.750000 Penalty: 4570.259277
	Iteration 9Q: 3 clusters Score -1132138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1132424.625000 Penalty: 4570.259277
	Iteration 10Q: 3 clusters Score -1132425 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1132616.375000 Penalty: 4570.259277
	Iteration 11Q: 3 clusters Score -1132616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1132763.125000 Penalty: 4570.259277
	Iteration 12Q: 3 clusters Score -1132763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1132867.750000 Penalty: 4570.259277
	Iteration 13Q: 3 clusters Score -1132868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1132942.875000 Penalty: 4570.259277
	Iteration 14Q: 3 clusters Score -1132943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1133001.000000 Penalty: 4570.259277
	Iteration 15Q: 3 clusters Score -1133001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1133053.625000 Penalty: 4570.259277
	Iteration 16Q: 3 clusters Score -1133054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1133103.625000 Penalty: 4570.259277
	Iteration 17Q: 3 clusters Score -1133104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1133160.000000 Penalty: 4570.259277
	Iteration 18Q: 3 clusters Score -1133160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1133182.125000 Penalty: 4570.259277
	Iteration 19Q: 3 clusters Score -1133182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1133195.125000 Penalty: 4570.259277
	Iteration 20F: 3 clusters Score -1133195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1133202.250000 Penalty: 4570.259277
	Iteration 21Q: 3 clusters Score -1133202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1133207.500000 Penalty: 4570.259277
	Iteration 22Q: 3 clusters Score -1133208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1133210.250000 Penalty: 4570.259277
	Iteration 23Q: 3 clusters Score -1133210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1133209.750000 Penalty: 4570.259277
	Iteration 24Q: 3 clusters Score -1133210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1133214.250000 Penalty: 4570.259277
	Iteration 25Q: 3 clusters Score -1133214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1133214.875000 Penalty: 4570.259277
	Iteration 26Q: 3 clusters Score -1133215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1133215.875000 Penalty: 4570.259277
	Iteration 27Q: 3 clusters Score -1133216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1133214.375000 Penalty: 4570.259277
	Iteration 28Q: 3 clusters Score -1133214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1133216.375000 Penalty: 4570.259277
	Iteration 29Q: 3 clusters Score -1133216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1133217.625000 Penalty: 4570.259277
	Iteration 30Q: 3 clusters Score -1133218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1133217.625000 Penalty: 4570.259277
	Iteration 31Q: 3 clusters Score -1133218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1133219.125000 Penalty: 4570.259277
	Iteration 32Q: 3 clusters Score -1133219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1133219.500000 Penalty: 4570.259277
	Iteration 33Q: 3 clusters Score -1133220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1133219.500000 Penalty: 4570.259277
	Iteration 34Q: 3 clusters Score -1133220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1133219.125000 Penalty: 4570.259277
	Iteration 35Q: 3 clusters Score -1133219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1133219.625000 Penalty: 4570.259277
	Iteration 36Q: 3 clusters Score -1133220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1133220.375000 Penalty: 4570.259277
	Iteration 37Q: 3 clusters Score -1133220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1133218.375000 Penalty: 4570.259277
	Iteration 38Q: 3 clusters Score -1133218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1133217.375000 Penalty: 4570.259277
	Iteration 39Q: 3 clusters Score -1133217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1133217.375000 Penalty: 4570.259277
	Iteration 40F: 3 clusters Score -1133217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -268868.062500 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -268868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265856.906250 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -265856.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -266532.968750 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -266533 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -266764.000000 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -266764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -266890.250000 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -266890.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -267003.531250 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -267003.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -267135.812500 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -267135.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -267222.437500 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -267222.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267318.156250 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -267318.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -267414.656250 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -267414.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267485.718750 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -267485.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -267555.437500 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -267555.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -267624.718750 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -267624.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267679.437500 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -267679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267714.156250 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -267714.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267735.750000 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -267735.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267753.656250 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -267753.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267772.218750 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -267772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267791.750000 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -267791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -267825.531250 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -267825.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267855.218750 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -267855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267878.281250 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -267878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267899.875000 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -267899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -267914.156250 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -267914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -267919.468750 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -267919.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267926.625000 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -267926.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267941.843750 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -267941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267960.062500 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -267960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267967.500000 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -267967.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267975.812500 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -267975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -267981.187500 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -267981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267990.093750 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -267990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267997.656250 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -267997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268005.437500 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -268005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268013.093750 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -268013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -268018.562500 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -268018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268026.468750 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -268026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268036.406250 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -268036.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -268044.375000 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -268044.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268052.218750 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -268052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268057.125000 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -268057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268065.500000 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -268065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268077.062500 Penalty: 3900.371094
	Iteration 41Q: 3 clusters Score -268077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268084.125000 Penalty: 3900.371094
	Iteration 42Q: 3 clusters Score -268084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268087.500000 Penalty: 3900.371094
	Iteration 43Q: 3 clusters Score -268087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268090.750000 Penalty: 3900.371094
	Iteration 44Q: 3 clusters Score -268090.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268092.968750 Penalty: 3900.371094
	Iteration 45Q: 3 clusters Score -268093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268094.625000 Penalty: 3900.371094
	Iteration 46Q: 3 clusters Score -268094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268099.750000 Penalty: 3900.371094
	Iteration 47Q: 3 clusters Score -268099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268110.375000 Penalty: 3900.371094
	Iteration 48Q: 3 clusters Score -268110.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -268133.625000 Penalty: 3900.371094
	Iteration 49Q: 3 clusters Score -268133.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268163.875000 Penalty: 3900.371094
	Iteration 50Q: 3 clusters Score -268163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268194.218750 Penalty: 3900.371094
	Iteration 51Q: 3 clusters Score -268194.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -268208.375000 Penalty: 3900.371094
	Iteration 52Q: 3 clusters Score -268208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268223.562500 Penalty: 3900.371094
	Iteration 53Q: 3 clusters Score -268223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268238.843750 Penalty: 3900.371094
	Iteration 54Q: 3 clusters Score -268238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268248.843750 Penalty: 3900.371094
	Iteration 55Q: 3 clusters Score -268248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268257.468750 Penalty: 3900.371094
	Iteration 56Q: 3 clusters Score -268257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268261.812500 Penalty: 3900.371094
	Iteration 57Q: 3 clusters Score -268261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268264.125000 Penalty: 3900.371094
	Iteration 58Q: 3 clusters Score -268264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268265.281250 Penalty: 3900.371094
	Iteration 59Q: 3 clusters Score -268265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -268266.062500 Penalty: 3900.371094
	Iteration 60F: 3 clusters Score -268266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268266.812500 Penalty: 3900.371094
	Iteration 61Q: 3 clusters Score -268266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268266.812500 Penalty: 3900.371094
	Iteration 62F: 3 clusters Score -268266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -386255.093750 Penalty: 2019.448120
	Iteration 0F: 2 clusters Score -386255.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -382734.937500 Penalty: 4038.896240
	Iteration 0F: 3 clusters Score -382734.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -383464.343750 Penalty: 4038.896240
	Iteration 1F: 3 clusters Score -383464.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -383665.750000 Penalty: 4038.896240
	Iteration 2F: 3 clusters Score -383665.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -383831.281250 Penalty: 4038.896240
	Iteration 3F: 3 clusters Score -383831.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -383947.406250 Penalty: 4038.896240
	Iteration 4Q: 3 clusters Score -383947.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -384021.187500 Penalty: 4038.896240
	Iteration 5Q: 3 clusters Score -384021.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -384080.531250 Penalty: 4038.896240
	Iteration 6Q: 3 clusters Score -384080.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -384114.343750 Penalty: 4038.896240
	Iteration 7Q: 3 clusters Score -384114.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -384148.218750 Penalty: 4038.896240
	Iteration 8Q: 3 clusters Score -384148.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -384169.218750 Penalty: 4038.896240
	Iteration 9Q: 3 clusters Score -384169.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -384190.687500 Penalty: 4038.896240
	Iteration 10Q: 3 clusters Score -384190.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -384214.531250 Penalty: 4038.896240
	Iteration 11Q: 3 clusters Score -384214.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384241.531250 Penalty: 4038.896240
	Iteration 12Q: 3 clusters Score -384241.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -384270.531250 Penalty: 4038.896240
	Iteration 13Q: 3 clusters Score -384270.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -384302.687500 Penalty: 4038.896240
	Iteration 14Q: 3 clusters Score -384302.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -384330.687500 Penalty: 4038.896240
	Iteration 15Q: 3 clusters Score -384330.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -384346.937500 Penalty: 4038.896240
	Iteration 16Q: 3 clusters Score -384346.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -384361.218750 Penalty: 4038.896240
	Iteration 17Q: 3 clusters Score -384361.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -384372.468750 Penalty: 4038.896240
	Iteration 18Q: 3 clusters Score -384372.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -384383.750000 Penalty: 4038.896240
	Iteration 19Q: 3 clusters Score -384383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -384394.906250 Penalty: 4038.896240
	Iteration 20F: 3 clusters Score -384394.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -384405.531250 Penalty: 4038.896240
	Iteration 21Q: 3 clusters Score -384405.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -384418.843750 Penalty: 4038.896240
	Iteration 22Q: 3 clusters Score -384418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -384439.812500 Penalty: 4038.896240
	Iteration 23Q: 3 clusters Score -384439.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -384465.687500 Penalty: 4038.896240
	Iteration 24Q: 3 clusters Score -384465.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384483.718750 Penalty: 4038.896240
	Iteration 25Q: 3 clusters Score -384483.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -384500.250000 Penalty: 4038.896240
	Iteration 26Q: 3 clusters Score -384500.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -384515.812500 Penalty: 4038.896240
	Iteration 27Q: 3 clusters Score -384515.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -384548.687500 Penalty: 4038.896240
	Iteration 28Q: 3 clusters Score -384548.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -384587.500000 Penalty: 4038.896240
	Iteration 29Q: 3 clusters Score -384587.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -384620.312500 Penalty: 4038.896240
	Iteration 30Q: 3 clusters Score -384620.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -384651.031250 Penalty: 4038.896240
	Iteration 31Q: 3 clusters Score -384651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -384700.968750 Penalty: 4038.896240
	Iteration 32Q: 3 clusters Score -384701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -384744.625000 Penalty: 4038.896240
	Iteration 33Q: 3 clusters Score -384744.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -384783.500000 Penalty: 4038.896240
	Iteration 34Q: 3 clusters Score -384783.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -384818.468750 Penalty: 4038.896240
	Iteration 35Q: 3 clusters Score -384818.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -384854.937500 Penalty: 4038.896240
	Iteration 36Q: 3 clusters Score -384854.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -384887.843750 Penalty: 4038.896240
	Iteration 37Q: 3 clusters Score -384887.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -384918.656250 Penalty: 4038.896240
	Iteration 38Q: 3 clusters Score -384918.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -384947.187500 Penalty: 4038.896240
	Iteration 39Q: 3 clusters Score -384947.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -384975.531250 Penalty: 4038.896240
	Iteration 40F: 3 clusters Score -384975.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -384998.531250 Penalty: 4038.896240
	Iteration 41Q: 3 clusters Score -384998.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -385011.687500 Penalty: 4038.896240
	Iteration 42Q: 3 clusters Score -385011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -385016.437500 Penalty: 4038.896240
	Iteration 43Q: 3 clusters Score -385016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385019.468750 Penalty: 4038.896240
	Iteration 44Q: 3 clusters Score -385019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -385022.875000 Penalty: 4038.896240
	Iteration 45Q: 3 clusters Score -385022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385027.343750 Penalty: 4038.896240
	Iteration 46Q: 3 clusters Score -385027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385027.968750 Penalty: 4038.896240
	Iteration 47Q: 3 clusters Score -385028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -385029.218750 Penalty: 4038.896240
	Iteration 48Q: 3 clusters Score -385029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385029.406250 Penalty: 4038.896240
	Iteration 49Q: 3 clusters Score -385029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385029.406250 Penalty: 4038.896240
	Iteration 50F: 3 clusters Score -385029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -631228.562500 Penalty: 2129.552490
	Iteration 0F: 2 clusters Score -631228.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -626518.125000 Penalty: 4259.104980
	Iteration 0F: 3 clusters Score -626518.1 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -627660.625000 Penalty: 4259.104980
	Iteration 1F: 3 clusters Score -627660.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -627920.750000 Penalty: 4259.104980
	Iteration 2F: 3 clusters Score -627920.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -628074.062500 Penalty: 4259.104980
	Iteration 3F: 3 clusters Score -628074.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -628191.437500 Penalty: 4259.104980
	Iteration 4Q: 3 clusters Score -628191.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -628274.500000 Penalty: 4259.104980
	Iteration 5Q: 3 clusters Score -628274.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -628344.812500 Penalty: 4259.104980
	Iteration 6Q: 3 clusters Score -628344.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -628389.375000 Penalty: 4259.104980
	Iteration 7Q: 3 clusters Score -628389.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -628432.937500 Penalty: 4259.104980
	Iteration 8Q: 3 clusters Score -628432.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -628472.562500 Penalty: 4259.104980
	Iteration 9Q: 3 clusters Score -628472.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -628499.750000 Penalty: 4259.104980
	Iteration 10Q: 3 clusters Score -628499.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -628531.062500 Penalty: 4259.104980
	Iteration 11Q: 3 clusters Score -628531.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -628573.125000 Penalty: 4259.104980
	Iteration 12Q: 3 clusters Score -628573.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -628621.437500 Penalty: 4259.104980
	Iteration 13Q: 3 clusters Score -628621.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -628667.125000 Penalty: 4259.104980
	Iteration 14Q: 3 clusters Score -628667.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -628726.125000 Penalty: 4259.104980
	Iteration 15Q: 3 clusters Score -628726.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -628780.687500 Penalty: 4259.104980
	Iteration 16Q: 3 clusters Score -628780.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -628832.312500 Penalty: 4259.104980
	Iteration 17Q: 3 clusters Score -628832.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -628887.187500 Penalty: 4259.104980
	Iteration 18Q: 3 clusters Score -628887.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -628934.937500 Penalty: 4259.104980
	Iteration 19Q: 3 clusters Score -628934.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -628975.937500 Penalty: 4259.104980
	Iteration 20F: 3 clusters Score -628975.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -629002.250000 Penalty: 4259.104980
	Iteration 21Q: 3 clusters Score -629002.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -629029.312500 Penalty: 4259.104980
	Iteration 22Q: 3 clusters Score -629029.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -629068.750000 Penalty: 4259.104980
	Iteration 23Q: 3 clusters Score -629068.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -629097.312500 Penalty: 4259.104980
	Iteration 24Q: 3 clusters Score -629097.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -629122.562500 Penalty: 4259.104980
	Iteration 25Q: 3 clusters Score -629122.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -629146.062500 Penalty: 4259.104980
	Iteration 26Q: 3 clusters Score -629146.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -629165.000000 Penalty: 4259.104980
	Iteration 27Q: 3 clusters Score -629165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -629198.562500 Penalty: 4259.104980
	Iteration 28Q: 3 clusters Score -629198.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -629217.812500 Penalty: 4259.104980
	Iteration 29Q: 3 clusters Score -629217.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -629229.937500 Penalty: 4259.104980
	Iteration 30Q: 3 clusters Score -629229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -629243.812500 Penalty: 4259.104980
	Iteration 31Q: 3 clusters Score -629243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -629256.000000 Penalty: 4259.104980
	Iteration 32Q: 3 clusters Score -629256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -629266.437500 Penalty: 4259.104980
	Iteration 33Q: 3 clusters Score -629266.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -629278.000000 Penalty: 4259.104980
	Iteration 34Q: 3 clusters Score -629278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -629286.062500 Penalty: 4259.104980
	Iteration 35Q: 3 clusters Score -629286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -629295.437500 Penalty: 4259.104980
	Iteration 36Q: 3 clusters Score -629295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -629305.625000 Penalty: 4259.104980
	Iteration 37Q: 3 clusters Score -629305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -629313.500000 Penalty: 4259.104980
	Iteration 38Q: 3 clusters Score -629313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -629322.375000 Penalty: 4259.104980
	Iteration 39Q: 3 clusters Score -629322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -629326.437500 Penalty: 4259.104980
	Iteration 40F: 3 clusters Score -629326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -629333.250000 Penalty: 4259.104980
	Iteration 41Q: 3 clusters Score -629333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -629336.937500 Penalty: 4259.104980
	Iteration 42Q: 3 clusters Score -629336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -629338.062500 Penalty: 4259.104980
	Iteration 43Q: 3 clusters Score -629338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -629339.312500 Penalty: 4259.104980
	Iteration 44Q: 3 clusters Score -629339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -629339.500000 Penalty: 4259.104980
	Iteration 45Q: 3 clusters Score -629339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -629339.500000 Penalty: 4259.104980
	Iteration 46F: 3 clusters Score -629339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -945437.250000 Penalty: 2230.308594
	Iteration 0F: 2 clusters Score -945437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -938963.375000 Penalty: 4460.617188
	Iteration 0F: 3 clusters Score -938963.4 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -940699.062500 Penalty: 4460.617188
	Iteration 1F: 3 clusters Score -940699.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -941076.562500 Penalty: 4460.617188
	Iteration 2F: 3 clusters Score -941076.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -941410.562500 Penalty: 4460.617188
	Iteration 3F: 3 clusters Score -941410.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -941746.375000 Penalty: 4460.617188
	Iteration 4F: 3 clusters Score -941746.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -942114.375000 Penalty: 4460.617188
	Iteration 5F: 3 clusters Score -942114.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -942534.312500 Penalty: 4460.617188
	Iteration 6F: 3 clusters Score -942534.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -943000.375000 Penalty: 4460.617188
	Iteration 7F: 3 clusters Score -943000.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -943500.750000 Penalty: 4460.617188
	Iteration 8F: 3 clusters Score -943500.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -943950.750000 Penalty: 4460.617188
	Iteration 9F: 3 clusters Score -943950.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -944264.750000 Penalty: 4460.617188
	Iteration 10Q: 3 clusters Score -944264.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -944458.687500 Penalty: 4460.617188
	Iteration 11Q: 3 clusters Score -944458.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -944568.562500 Penalty: 4460.617188
	Iteration 12Q: 3 clusters Score -944568.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -944640.250000 Penalty: 4460.617188
	Iteration 13Q: 3 clusters Score -944640.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -944688.437500 Penalty: 4460.617188
	Iteration 14Q: 3 clusters Score -944688.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -944720.500000 Penalty: 4460.617188
	Iteration 15Q: 3 clusters Score -944720.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -944741.750000 Penalty: 4460.617188
	Iteration 16Q: 3 clusters Score -944741.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -944757.375000 Penalty: 4460.617188
	Iteration 17Q: 3 clusters Score -944757.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -944773.500000 Penalty: 4460.617188
	Iteration 18Q: 3 clusters Score -944773.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -944786.000000 Penalty: 4460.617188
	Iteration 19Q: 3 clusters Score -944786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -944801.125000 Penalty: 4460.617188
	Iteration 20F: 3 clusters Score -944801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -944811.687500 Penalty: 4460.617188
	Iteration 21Q: 3 clusters Score -944811.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -944821.875000 Penalty: 4460.617188
	Iteration 22Q: 3 clusters Score -944821.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -944826.937500 Penalty: 4460.617188
	Iteration 23Q: 3 clusters Score -944826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -944837.812500 Penalty: 4460.617188
	Iteration 24Q: 3 clusters Score -944837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -944847.437500 Penalty: 4460.617188
	Iteration 25Q: 3 clusters Score -944847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -944858.125000 Penalty: 4460.617188
	Iteration 26Q: 3 clusters Score -944858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -944865.812500 Penalty: 4460.617188
	Iteration 27Q: 3 clusters Score -944865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -944867.000000 Penalty: 4460.617188
	Iteration 28Q: 3 clusters Score -944867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -944866.500000 Penalty: 4460.617188
	Iteration 29Q: 3 clusters Score -944866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -944867.562500 Penalty: 4460.617188
	Iteration 30Q: 3 clusters Score -944867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -944869.437500 Penalty: 4460.617188
	Iteration 31Q: 3 clusters Score -944869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -944869.875000 Penalty: 4460.617188
	Iteration 32Q: 3 clusters Score -944869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -944870.375000 Penalty: 4460.617188
	Iteration 33Q: 3 clusters Score -944870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -944870.687500 Penalty: 4460.617188
	Iteration 34Q: 3 clusters Score -944870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -944870.687500 Penalty: 4460.617188
	Iteration 35F: 3 clusters Score -944870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -284124.843750 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -284124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -281189.312500 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -281189.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281742.718750 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -281742.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281894.375000 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -281894.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -281991.250000 Penalty: 3875.541260
	Iteration 3Q: 3 clusters Score -281991.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -282060.375000 Penalty: 3875.541260
	Iteration 4Q: 3 clusters Score -282060.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282089.437500 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -282089.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -282118.156250 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -282118.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -282142.968750 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -282143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -282165.781250 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -282165.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -282178.750000 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -282178.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -282199.937500 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -282199.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -282228.093750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -282228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -282268.375000 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -282268.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -282316.406250 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -282316.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -282377.750000 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -282377.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -282442.625000 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -282442.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282521.218750 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -282521.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -282589.437500 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -282589.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282642.406250 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -282642.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282684.375000 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -282684.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282715.875000 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -282715.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -282750.437500 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -282750.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -282789.593750 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -282789.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -282819.125000 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -282819.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -282833.406250 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -282833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282844.375000 Penalty: 3875.541260
	Iteration 25Q: 3 clusters Score -282844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282852.062500 Penalty: 3875.541260
	Iteration 26Q: 3 clusters Score -282852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282856.625000 Penalty: 3875.541260
	Iteration 27Q: 3 clusters Score -282856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282858.000000 Penalty: 3875.541260
	Iteration 28Q: 3 clusters Score -282858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282860.125000 Penalty: 3875.541260
	Iteration 29Q: 3 clusters Score -282860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282862.125000 Penalty: 3875.541260
	Iteration 30Q: 3 clusters Score -282862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282863.125000 Penalty: 3875.541260
	Iteration 31Q: 3 clusters Score -282863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282865.500000 Penalty: 3875.541260
	Iteration 32Q: 3 clusters Score -282865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282867.906250 Penalty: 3875.541260
	Iteration 33Q: 3 clusters Score -282867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -282870.750000 Penalty: 3875.541260
	Iteration 34Q: 3 clusters Score -282870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282873.312500 Penalty: 3875.541260
	Iteration 35Q: 3 clusters Score -282873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282874.406250 Penalty: 3875.541260
	Iteration 36Q: 3 clusters Score -282874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -282874.687500 Penalty: 3875.541260
	Iteration 37Q: 3 clusters Score -282874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282875.250000 Penalty: 3875.541260
	Iteration 38Q: 3 clusters Score -282875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -282877.062500 Penalty: 3875.541260
	Iteration 39Q: 3 clusters Score -282877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282877.156250 Penalty: 3875.541260
	Iteration 40F: 3 clusters Score -282877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -282878.531250 Penalty: 3875.541260
	Iteration 41Q: 3 clusters Score -282878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282881.218750 Penalty: 3875.541260
	Iteration 42Q: 3 clusters Score -282881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282884.687500 Penalty: 3875.541260
	Iteration 43Q: 3 clusters Score -282884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282888.000000 Penalty: 3875.541260
	Iteration 44Q: 3 clusters Score -282888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -282892.062500 Penalty: 3875.541260
	Iteration 45Q: 3 clusters Score -282892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282900.093750 Penalty: 3875.541260
	Iteration 46Q: 3 clusters Score -282900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282905.656250 Penalty: 3875.541260
	Iteration 47Q: 3 clusters Score -282905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282914.093750 Penalty: 3875.541260
	Iteration 48Q: 3 clusters Score -282914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282921.906250 Penalty: 3875.541260
	Iteration 49Q: 3 clusters Score -282921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -282927.093750 Penalty: 3875.541260
	Iteration 50Q: 3 clusters Score -282927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -282932.937500 Penalty: 3875.541260
	Iteration 51Q: 3 clusters Score -282932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282936.781250 Penalty: 3875.541260
	Iteration 52Q: 3 clusters Score -282936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282939.593750 Penalty: 3875.541260
	Iteration 53Q: 3 clusters Score -282939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282941.968750 Penalty: 3875.541260
	Iteration 54Q: 3 clusters Score -282942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282944.843750 Penalty: 3875.541260
	Iteration 55Q: 3 clusters Score -282944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282945.468750 Penalty: 3875.541260
	Iteration 56Q: 3 clusters Score -282945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282947.218750 Penalty: 3875.541260
	Iteration 57Q: 3 clusters Score -282947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282951.531250 Penalty: 3875.541260
	Iteration 58Q: 3 clusters Score -282951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282956.000000 Penalty: 3875.541260
	Iteration 59Q: 3 clusters Score -282956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -282958.812500 Penalty: 3875.541260
	Iteration 60F: 3 clusters Score -282958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282962.718750 Penalty: 3875.541260
	Iteration 61Q: 3 clusters Score -282962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282966.968750 Penalty: 3875.541260
	Iteration 62Q: 3 clusters Score -282967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282970.531250 Penalty: 3875.541260
	Iteration 63Q: 3 clusters Score -282970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282971.781250 Penalty: 3875.541260
	Iteration 64Q: 3 clusters Score -282971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282973.031250 Penalty: 3875.541260
	Iteration 65Q: 3 clusters Score -282973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282973.656250 Penalty: 3875.541260
	Iteration 66Q: 3 clusters Score -282973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282973.656250 Penalty: 3875.541260
	Iteration 67F: 3 clusters Score -282973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14206 members 
Mstep: Class 3 contains 78949 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 67032 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 5361 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032992.000000 Penalty: 105424.328125
Iteration 119Q: 34 clusters Score -4.503299e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 14200 members 
Mstep: Class 3 contains 78946 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 3999 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 3443 members 
Mstep: Class 30 contains 5367 members 
Mstep: Class 31 contains 8149 members 
Mstep: Class 32 contains 2501 members 
Mstep: Class 33 contains 71343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033396.000000 Penalty: 105424.328125
Iteration 120F: 34 clusters Score -4.50334e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14193 members 
Mstep: Class 3 contains 78936 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12960 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 67029 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 4983 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 9146 members 
Mstep: Class 22 contains 4602 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 2600 members 
Mstep: Class 29 contains 3446 members 
Mstep: Class 30 contains 5372 members 
Mstep: Class 31 contains 8223 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 71360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033384.000000 Penalty: 105424.328125
Iteration 121Q: 34 clusters Score -4.503338e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 78929 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12976 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 67028 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 4988 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 10041 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 3455 members 
Mstep: Class 30 contains 5375 members 
Mstep: Class 31 contains 8295 members 
Mstep: Class 32 contains 2539 members 
Mstep: Class 33 contains 71337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033576.000000 Penalty: 105424.328125
Iteration 122Q: 34 clusters Score -4.503358e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 78920 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12998 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 67019 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4965 members 
Mstep: Class 18 contains 4990 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 3589 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10042 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3465 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 8356 members 
Mstep: Class 32 contains 2556 members 
Mstep: Class 33 contains 71300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033772.000000 Penalty: 105424.328125
Iteration 123Q: 34 clusters Score -4.503377e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 14159 members 
Mstep: Class 3 contains 78908 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13007 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 67016 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 7900 members 
Mstep: Class 12 contains 3998 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 4964 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 3584 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 3470 members 
Mstep: Class 30 contains 5381 members 
Mstep: Class 31 contains 8419 members 
Mstep: Class 32 contains 2570 members 
Mstep: Class 33 contains 71282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033828.000000 Penalty: 105424.328125
Iteration 124Q: 34 clusters Score -4.503383e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 78911 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 67013 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 4990 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3584 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2507 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3475 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 8470 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 71274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033900.000000 Penalty: 105424.328125
Iteration 125Q: 34 clusters Score -4.50339e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 78912 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 67011 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2876 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 9247 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10053 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3482 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 71258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034016.000000 Penalty: 105424.328125
Iteration 126Q: 34 clusters Score -4.503402e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 14116 members 
Mstep: Class 3 contains 78903 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13023 members 
Mstep: Class 6 contains 4931 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 67013 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 4997 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10056 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 8570 members 
Mstep: Class 32 contains 2587 members 
Mstep: Class 33 contains 71243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034064.000000 Penalty: 105424.328125
Iteration 127Q: 34 clusters Score -4.503406e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 78897 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 67010 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 9296 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10060 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 5384 members 
Mstep: Class 31 contains 8620 members 
Mstep: Class 32 contains 2590 members 
Mstep: Class 33 contains 71241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034372.000000 Penalty: 105424.328125
Iteration 128Q: 34 clusters Score -4.503437e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 78895 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 67009 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 7885 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4959 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 9315 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 10069 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3489 members 
Mstep: Class 30 contains 5377 members 
Mstep: Class 31 contains 8666 members 
Mstep: Class 32 contains 2591 members 
Mstep: Class 33 contains 71230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034436.000000 Penalty: 105424.328125
Iteration 129Q: 34 clusters Score -4.503444e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 14079 members 
Mstep: Class 3 contains 78884 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12998 members 
Mstep: Class 6 contains 4975 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 67003 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 7885 members 
Mstep: Class 12 contains 4077 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 9337 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2517 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 10073 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 3490 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 8711 members 
Mstep: Class 32 contains 2592 members 
Mstep: Class 33 contains 71221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034640.000000 Penalty: 105424.328125
Iteration 130Q: 34 clusters Score -4.503464e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 78876 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12983 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 67000 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 9369 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 10077 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3501 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034884.000000 Penalty: 105424.328125
Iteration 131Q: 34 clusters Score -4.503488e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 78871 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 11389 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 7876 members 
Mstep: Class 12 contains 4115 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9397 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 10080 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035096.000000 Penalty: 105424.328125
Iteration 132Q: 34 clusters Score -4.50351e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14056 members 
Mstep: Class 3 contains 78864 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12965 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 11384 members 
Mstep: Class 8 contains 66999 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 4125 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 9427 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2518 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 8837 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035236.000000 Penalty: 105424.328125
Iteration 133Q: 34 clusters Score -4.503524e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 78856 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 66995 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2517 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3506 members 
Mstep: Class 30 contains 5379 members 
Mstep: Class 31 contains 8863 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035288.000000 Penalty: 105424.328125
Iteration 134Q: 34 clusters Score -4.503529e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 78843 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 66984 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 4148 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 9442 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2517 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 5384 members 
Mstep: Class 31 contains 8884 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035332.000000 Penalty: 105424.328125
Iteration 135Q: 34 clusters Score -4.503533e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 78834 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 66975 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2293 members 
Mstep: Class 11 contains 7900 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 3554 members 
Mstep: Class 21 contains 9441 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2518 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 5379 members 
Mstep: Class 31 contains 8899 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035316.000000 Penalty: 105424.328125
Iteration 136Q: 34 clusters Score -4.503532e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 78828 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 66969 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 9435 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 8913 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035296.000000 Penalty: 105424.328125
Iteration 137Q: 34 clusters Score -4.50353e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 78817 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 5074 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 66964 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 4981 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 9428 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2522 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 10086 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035392.000000 Penalty: 105424.328125
Iteration 138Q: 34 clusters Score -4.503539e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 78812 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 11373 members 
Mstep: Class 8 contains 66959 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 9431 members 
Mstep: Class 22 contains 4630 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3537 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 8940 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035416.000000 Penalty: 105424.328125
Iteration 139Q: 34 clusters Score -4.503542e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 78803 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12904 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 66956 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 9430 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2529 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 8953 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035508.000000 Penalty: 105424.328125
Iteration 140F: 34 clusters Score -4.503551e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 78798 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12898 members 
Mstep: Class 6 contains 5105 members 
Mstep: Class 7 contains 11370 members 
Mstep: Class 8 contains 66952 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 21 contains 9433 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2535 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3552 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 8967 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035580.000000 Penalty: 105424.328125
Iteration 141Q: 34 clusters Score -4.503558e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 78789 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12887 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 66950 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 9421 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2542 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 10088 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3556 members 
Mstep: Class 30 contains 5390 members 
Mstep: Class 31 contains 8984 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035576.000000 Penalty: 105424.328125
Iteration 142Q: 34 clusters Score -4.503558e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 78784 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12872 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 9411 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2553 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3568 members 
Mstep: Class 30 contains 5389 members 
Mstep: Class 31 contains 8996 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035752.000000 Penalty: 105424.328125
Iteration 143Q: 34 clusters Score -4.503575e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 78774 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12864 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 66947 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4240 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 9392 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3582 members 
Mstep: Class 30 contains 5391 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035792.000000 Penalty: 105424.328125
Iteration 144Q: 34 clusters Score -4.503579e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 78770 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12850 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 66947 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 5394 members 
Mstep: Class 31 contains 9026 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035796.000000 Penalty: 105424.328125
Iteration 145Q: 34 clusters Score -4.50358e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 78770 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12841 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66947 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 9369 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 3609 members 
Mstep: Class 30 contains 5395 members 
Mstep: Class 31 contains 9038 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035828.000000 Penalty: 105424.328125
Iteration 146Q: 34 clusters Score -4.503583e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 78759 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12839 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 66946 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 5402 members 
Mstep: Class 31 contains 9045 members 
Mstep: Class 32 contains 2592 members 
Mstep: Class 33 contains 71201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035908.000000 Penalty: 105424.328125
Iteration 147Q: 34 clusters Score -4.503591e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 78751 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66946 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 1845 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 9355 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 3528 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 5406 members 
Mstep: Class 31 contains 9054 members 
Mstep: Class 32 contains 2591 members 
Mstep: Class 33 contains 71202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035904.000000 Penalty: 105424.328125
Iteration 148Q: 34 clusters Score -4.50359e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 13975 members 
Mstep: Class 3 contains 78745 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66946 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 9355 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 5409 members 
Mstep: Class 31 contains 9051 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 71198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035896.000000 Penalty: 105424.328125
Iteration 149Q: 34 clusters Score -4.50359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 78736 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12827 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66945 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 9342 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 9060 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 71191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035880.000000 Penalty: 105424.328125
Iteration 150Q: 34 clusters Score -4.503588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13966 members 
Mstep: Class 3 contains 78724 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12822 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66943 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 9340 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 2595 members 
Mstep: Class 33 contains 71189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035872.000000 Penalty: 105424.328125
Iteration 151Q: 34 clusters Score -4.503587e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13960 members 
Mstep: Class 3 contains 78707 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66943 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 9333 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 9075 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 71189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035940.000000 Penalty: 105424.328125
Iteration 152Q: 34 clusters Score -4.503594e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 78691 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12812 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 9330 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 5414 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 2598 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036004.000000 Penalty: 105424.328125
Iteration 153Q: 34 clusters Score -4.5036e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 13945 members 
Mstep: Class 3 contains 78674 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2969 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 9323 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3727 members 
Mstep: Class 30 contains 5414 members 
Mstep: Class 31 contains 9101 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036004.000000 Penalty: 105424.328125
Iteration 154Q: 34 clusters Score -4.5036e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 78657 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12809 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3741 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 9113 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036016.000000 Penalty: 105424.328125
Iteration 155Q: 34 clusters Score -4.503602e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13943 members 
Mstep: Class 3 contains 78640 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 9301 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 9121 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036052.000000 Penalty: 105424.328125
Iteration 156Q: 34 clusters Score -4.503605e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13939 members 
Mstep: Class 3 contains 78627 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5183 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 9299 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3774 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036140.000000 Penalty: 105424.328125
Iteration 157Q: 34 clusters Score -4.503614e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13937 members 
Mstep: Class 3 contains 78617 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66940 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3785 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 9130 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036108.000000 Penalty: 105424.328125
Iteration 158Q: 34 clusters Score -4.503611e+07 nChanged 71
Entering ConstructFrom: 
Score: -45036108.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -1406594.125000 Penalty: 2321.570557
	Iteration 0F: 2 clusters Score -1406594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1397788.125000 Penalty: 4643.141113
	Iteration 0F: 3 clusters Score -1397788 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1400343.500000 Penalty: 4643.141113
	Iteration 1F: 3 clusters Score -1400344 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1400635.250000 Penalty: 4643.141113
	Iteration 2F: 3 clusters Score -1400635 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1400861.125000 Penalty: 4643.141113
	Iteration 3Q: 3 clusters Score -1400861 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1401037.250000 Penalty: 4643.141113
	Iteration 4Q: 3 clusters Score -1401037 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1401219.250000 Penalty: 4643.141113
	Iteration 5Q: 3 clusters Score -1401219 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1401438.500000 Penalty: 4643.141113
	Iteration 6Q: 3 clusters Score -1401438 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1401692.125000 Penalty: 4643.141113
	Iteration 7Q: 3 clusters Score -1401692 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1401994.000000 Penalty: 4643.141113
	Iteration 8Q: 3 clusters Score -1401994 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1402345.625000 Penalty: 4643.141113
	Iteration 9Q: 3 clusters Score -1402346 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1402721.625000 Penalty: 4643.141113
	Iteration 10Q: 3 clusters Score -1402722 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1403112.250000 Penalty: 4643.141113
	Iteration 11Q: 3 clusters Score -1403112 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1403526.125000 Penalty: 4643.141113
	Iteration 12Q: 3 clusters Score -1403526 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1403874.875000 Penalty: 4643.141113
	Iteration 13Q: 3 clusters Score -1403875 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1404124.125000 Penalty: 4643.141113
	Iteration 14Q: 3 clusters Score -1404124 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1404258.000000 Penalty: 4643.141113
	Iteration 15Q: 3 clusters Score -1404258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1404332.375000 Penalty: 4643.141113
	Iteration 16Q: 3 clusters Score -1404332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1404387.000000 Penalty: 4643.141113
	Iteration 17Q: 3 clusters Score -1404387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1404422.625000 Penalty: 4643.141113
	Iteration 18Q: 3 clusters Score -1404423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1404443.625000 Penalty: 4643.141113
	Iteration 19Q: 3 clusters Score -1404444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1404458.375000 Penalty: 4643.141113
	Iteration 20F: 3 clusters Score -1404458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404485.375000 Penalty: 4643.141113
	Iteration 21Q: 3 clusters Score -1404485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1404501.375000 Penalty: 4643.141113
	Iteration 22Q: 3 clusters Score -1404501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1404513.125000 Penalty: 4643.141113
	Iteration 23Q: 3 clusters Score -1404513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1404519.125000 Penalty: 4643.141113
	Iteration 24Q: 3 clusters Score -1404519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1404536.000000 Penalty: 4643.141113
	Iteration 25Q: 3 clusters Score -1404536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1404541.375000 Penalty: 4643.141113
	Iteration 26Q: 3 clusters Score -1404541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1404548.125000 Penalty: 4643.141113
	Iteration 27Q: 3 clusters Score -1404548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1404552.750000 Penalty: 4643.141113
	Iteration 28Q: 3 clusters Score -1404553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1404557.250000 Penalty: 4643.141113
	Iteration 29Q: 3 clusters Score -1404557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1404564.125000 Penalty: 4643.141113
	Iteration 30Q: 3 clusters Score -1404564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1404566.750000 Penalty: 4643.141113
	Iteration 31Q: 3 clusters Score -1404567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1404578.750000 Penalty: 4643.141113
	Iteration 32Q: 3 clusters Score -1404579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1404581.625000 Penalty: 4643.141113
	Iteration 33Q: 3 clusters Score -1404582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1404584.000000 Penalty: 4643.141113
	Iteration 34Q: 3 clusters Score -1404584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1404586.750000 Penalty: 4643.141113
	Iteration 35Q: 3 clusters Score -1404587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1404586.750000 Penalty: 4643.141113
	Iteration 36F: 3 clusters Score -1404587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1566448.500000 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1566448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1556291.625000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1556292 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1560282.500000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1560282 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1561226.750000 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1561227 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1562059.500000 Penalty: 4732.804199
	Iteration 3F: 3 clusters Score -1562060 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1562803.375000 Penalty: 4732.804199
	Iteration 4F: 3 clusters Score -1562803 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1563450.750000 Penalty: 4732.804199
	Iteration 5F: 3 clusters Score -1563451 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1563874.500000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1563874 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1564134.625000 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1564135 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1564318.125000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1564318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1564452.625000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1564453 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1564544.500000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1564544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1564614.750000 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1564615 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1564667.125000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1564667 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1564712.625000 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1564713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1564747.500000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1564748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1564785.250000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1564785 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1564816.250000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1564816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1564844.625000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1564845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1564874.750000 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1564875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1564899.250000 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1564899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1564913.000000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1564913 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1564935.125000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1564935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1564963.625000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1564964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1564986.250000 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1564986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1565017.625000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1565018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1565050.000000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1565050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1565075.000000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1565075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1565096.125000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1565096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1565117.000000 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1565117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1565141.625000 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1565142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1565160.500000 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1565160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1565183.625000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1565184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1565192.875000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1565193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1565210.375000 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1565210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1565224.500000 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1565224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1565235.000000 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1565235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1565239.125000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1565239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1565245.625000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1565246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1565254.250000 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1565254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1565263.000000 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1565263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1565268.000000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1565268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1565267.750000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1565268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1565276.625000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1565277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1565283.125000 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1565283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1565294.125000 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1565294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1565299.625000 Penalty: 4732.804199
	Iteration 45Q: 3 clusters Score -1565300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1565303.750000 Penalty: 4732.804199
	Iteration 46Q: 3 clusters Score -1565304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1565306.375000 Penalty: 4732.804199
	Iteration 47Q: 3 clusters Score -1565306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1565304.000000 Penalty: 4732.804199
	Iteration 48Q: 3 clusters Score -1565304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1565303.500000 Penalty: 4732.804199
	Iteration 49Q: 3 clusters Score -1565304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1565309.750000 Penalty: 4732.804199
	Iteration 50Q: 3 clusters Score -1565310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1565311.625000 Penalty: 4732.804199
	Iteration 51Q: 3 clusters Score -1565312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1565315.125000 Penalty: 4732.804199
	Iteration 52Q: 3 clusters Score -1565315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1565317.500000 Penalty: 4732.804199
	Iteration 53Q: 3 clusters Score -1565318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1565318.875000 Penalty: 4732.804199
	Iteration 54Q: 3 clusters Score -1565319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1565319.875000 Penalty: 4732.804199
	Iteration 55Q: 3 clusters Score -1565320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1565317.000000 Penalty: 4732.804199
	Iteration 56Q: 3 clusters Score -1565317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1565322.500000 Penalty: 4732.804199
	Iteration 57Q: 3 clusters Score -1565322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1565323.875000 Penalty: 4732.804199
	Iteration 58Q: 3 clusters Score -1565324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1565323.250000 Penalty: 4732.804199
	Iteration 59Q: 3 clusters Score -1565323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1565322.625000 Penalty: 4732.804199
	Iteration 60F: 3 clusters Score -1565323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1565325.625000 Penalty: 4732.804199
	Iteration 61Q: 3 clusters Score -1565326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1565327.375000 Penalty: 4732.804199
	Iteration 62Q: 3 clusters Score -1565327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1565328.375000 Penalty: 4732.804199
	Iteration 63Q: 3 clusters Score -1565328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1565330.875000 Penalty: 4732.804199
	Iteration 64Q: 3 clusters Score -1565331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1565331.750000 Penalty: 4732.804199
	Iteration 65Q: 3 clusters Score -1565332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1565334.875000 Penalty: 4732.804199
	Iteration 66Q: 3 clusters Score -1565335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1565337.250000 Penalty: 4732.804199
	Iteration 67Q: 3 clusters Score -1565337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1565333.500000 Penalty: 4732.804199
	Iteration 68Q: 3 clusters Score -1565334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1565335.375000 Penalty: 4732.804199
	Iteration 69Q: 3 clusters Score -1565335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1565337.375000 Penalty: 4732.804199
	Iteration 70Q: 3 clusters Score -1565337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1565338.125000 Penalty: 4732.804199
	Iteration 71Q: 3 clusters Score -1565338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1565338.625000 Penalty: 4732.804199
	Iteration 72Q: 3 clusters Score -1565339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1565338.375000 Penalty: 4732.804199
	Iteration 73Q: 3 clusters Score -1565338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1565343.250000 Penalty: 4732.804199
	Iteration 74Q: 3 clusters Score -1565343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1565345.750000 Penalty: 4732.804199
	Iteration 75Q: 3 clusters Score -1565346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1565347.625000 Penalty: 4732.804199
	Iteration 76Q: 3 clusters Score -1565348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1565353.250000 Penalty: 4732.804199
	Iteration 77Q: 3 clusters Score -1565353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1565357.750000 Penalty: 4732.804199
	Iteration 78Q: 3 clusters Score -1565358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1565361.875000 Penalty: 4732.804199
	Iteration 79Q: 3 clusters Score -1565362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1565366.625000 Penalty: 4732.804199
	Iteration 80F: 3 clusters Score -1565367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1565365.750000 Penalty: 4732.804199
	Iteration 81Q: 3 clusters Score -1565366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1565371.000000 Penalty: 4732.804199
	Iteration 82Q: 3 clusters Score -1565371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1565375.875000 Penalty: 4732.804199
	Iteration 83Q: 3 clusters Score -1565376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1565384.375000 Penalty: 4732.804199
	Iteration 84Q: 3 clusters Score -1565384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1565383.125000 Penalty: 4732.804199
	Iteration 85Q: 3 clusters Score -1565383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1565382.500000 Penalty: 4732.804199
	Iteration 86Q: 3 clusters Score -1565382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1565384.000000 Penalty: 4732.804199
	Iteration 87Q: 3 clusters Score -1565384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1565389.625000 Penalty: 4732.804199
	Iteration 88Q: 3 clusters Score -1565390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1565387.125000 Penalty: 4732.804199
	Iteration 89Q: 3 clusters Score -1565387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1565387.500000 Penalty: 4732.804199
	Iteration 90Q: 3 clusters Score -1565388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1565387.125000 Penalty: 4732.804199
	Iteration 91Q: 3 clusters Score -1565387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1565387.000000 Penalty: 4732.804199
	Iteration 92Q: 3 clusters Score -1565387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1565390.875000 Penalty: 4732.804199
	Iteration 93Q: 3 clusters Score -1565391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1565395.375000 Penalty: 4732.804199
	Iteration 94Q: 3 clusters Score -1565395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1565397.875000 Penalty: 4732.804199
	Iteration 95Q: 3 clusters Score -1565398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1565396.750000 Penalty: 4732.804199
	Iteration 96Q: 3 clusters Score -1565397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1565404.375000 Penalty: 4732.804199
	Iteration 97Q: 3 clusters Score -1565404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1565405.250000 Penalty: 4732.804199
	Iteration 98Q: 3 clusters Score -1565405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1565408.750000 Penalty: 4732.804199
	Iteration 99Q: 3 clusters Score -1565409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1565408.500000 Penalty: 4732.804199
	Iteration 100F: 3 clusters Score -1565408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1565402.750000 Penalty: 4732.804199
	Iteration 101Q: 3 clusters Score -1565403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1565402.125000 Penalty: 4732.804199
	Iteration 102Q: 3 clusters Score -1565402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1565403.250000 Penalty: 4732.804199
	Iteration 103Q: 3 clusters Score -1565403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1565403.000000 Penalty: 4732.804199
	Iteration 104Q: 3 clusters Score -1565403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1565404.625000 Penalty: 4732.804199
	Iteration 105Q: 3 clusters Score -1565405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1565405.500000 Penalty: 4732.804199
	Iteration 106Q: 3 clusters Score -1565406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1565408.000000 Penalty: 4732.804199
	Iteration 107Q: 3 clusters Score -1565408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1565408.750000 Penalty: 4732.804199
	Iteration 108Q: 3 clusters Score -1565409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1565408.750000 Penalty: 4732.804199
	Iteration 109F: 3 clusters Score -1565409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Entering Unmasked Estep 
Score: -9488816.000000 Penalty: 2795.500000
	Iteration 0F: 2 clusters Score -9488816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9436393.000000 Penalty: 5591.000000
	Iteration 0F: 3 clusters Score -9436393 nChanged 36890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -9456931.000000 Penalty: 5591.000000
	Iteration 1F: 3 clusters Score -9456931 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -9457632.000000 Penalty: 5591.000000
	Iteration 2Q: 3 clusters Score -9457632 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -9458479.000000 Penalty: 5591.000000
	Iteration 3Q: 3 clusters Score -9458479 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -9459452.000000 Penalty: 5591.000000
	Iteration 4Q: 3 clusters Score -9459452 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -9460751.000000 Penalty: 5591.000000
	Iteration 5Q: 3 clusters Score -9460751 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -9462393.000000 Penalty: 5591.000000
	Iteration 6Q: 3 clusters Score -9462393 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -9464436.000000 Penalty: 5591.000000
	Iteration 7F: 3 clusters Score -9464436 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -9466643.000000 Penalty: 5591.000000
	Iteration 8F: 3 clusters Score -9466643 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -9468676.000000 Penalty: 5591.000000
	Iteration 9F: 3 clusters Score -9468676 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -9470391.000000 Penalty: 5591.000000
	Iteration 10Q: 3 clusters Score -9470391 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -9471717.000000 Penalty: 5591.000000
	Iteration 11Q: 3 clusters Score -9471717 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -9472684.000000 Penalty: 5591.000000
	Iteration 12Q: 3 clusters Score -9472684 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -9473647.000000 Penalty: 5591.000000
	Iteration 13Q: 3 clusters Score -9473647 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -9474553.000000 Penalty: 5591.000000
	Iteration 14Q: 3 clusters Score -9474553 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -9475626.000000 Penalty: 5591.000000
	Iteration 15Q: 3 clusters Score -9475626 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -9476752.000000 Penalty: 5591.000000
	Iteration 16Q: 3 clusters Score -9476752 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -9477997.000000 Penalty: 5591.000000
	Iteration 17Q: 3 clusters Score -9477997 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -9479330.000000 Penalty: 5591.000000
	Iteration 18Q: 3 clusters Score -9479330 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -9480666.000000 Penalty: 5591.000000
	Iteration 19Q: 3 clusters Score -9480666 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -9481947.000000 Penalty: 5591.000000
	Iteration 20F: 3 clusters Score -9481947 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -9482940.000000 Penalty: 5591.000000
	Iteration 21Q: 3 clusters Score -9482940 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -9483869.000000 Penalty: 5591.000000
	Iteration 22Q: 3 clusters Score -9483869 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -9484583.000000 Penalty: 5591.000000
	Iteration 23Q: 3 clusters Score -9484583 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9485074.000000 Penalty: 5591.000000
	Iteration 24Q: 3 clusters Score -9485074 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -9485424.000000 Penalty: 5591.000000
	Iteration 25Q: 3 clusters Score -9485424 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9485710.000000 Penalty: 5591.000000
	Iteration 26Q: 3 clusters Score -9485710 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -9485872.000000 Penalty: 5591.000000
	Iteration 27Q: 3 clusters Score -9485872 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -9485980.000000 Penalty: 5591.000000
	Iteration 28Q: 3 clusters Score -9485980 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -9486074.000000 Penalty: 5591.000000
	Iteration 29Q: 3 clusters Score -9486074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9486161.000000 Penalty: 5591.000000
	Iteration 30Q: 3 clusters Score -9486161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -9486206.000000 Penalty: 5591.000000
	Iteration 31Q: 3 clusters Score -9486206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -9486244.000000 Penalty: 5591.000000
	Iteration 32Q: 3 clusters Score -9486244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -9486305.000000 Penalty: 5591.000000
	Iteration 33Q: 3 clusters Score -9486305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9486346.000000 Penalty: 5591.000000
	Iteration 34Q: 3 clusters Score -9486346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -9486408.000000 Penalty: 5591.000000
	Iteration 35Q: 3 clusters Score -9486408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -9486422.000000 Penalty: 5591.000000
	Iteration 36Q: 3 clusters Score -9486422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -9486430.000000 Penalty: 5591.000000
	Iteration 37Q: 3 clusters Score -9486430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -9486447.000000 Penalty: 5591.000000
	Iteration 38Q: 3 clusters Score -9486447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -9486446.000000 Penalty: 5591.000000
	Iteration 39Q: 3 clusters Score -9486446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -9486466.000000 Penalty: 5591.000000
	Iteration 40F: 3 clusters Score -9486466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -9486465.000000 Penalty: 5591.000000
	Iteration 41Q: 3 clusters Score -9486465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -9486481.000000 Penalty: 5591.000000
	Iteration 42Q: 3 clusters Score -9486481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -9486483.000000 Penalty: 5591.000000
	Iteration 43Q: 3 clusters Score -9486483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -9486487.000000 Penalty: 5591.000000
	Iteration 44Q: 3 clusters Score -9486487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -9486495.000000 Penalty: 5591.000000
	Iteration 45Q: 3 clusters Score -9486495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -9486505.000000 Penalty: 5591.000000
	Iteration 46Q: 3 clusters Score -9486505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -9486503.000000 Penalty: 5591.000000
	Iteration 47Q: 3 clusters Score -9486503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -9486520.000000 Penalty: 5591.000000
	Iteration 48Q: 3 clusters Score -9486520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -9486520.000000 Penalty: 5591.000000
	Iteration 49Q: 3 clusters Score -9486520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -9486529.000000 Penalty: 5591.000000
	Iteration 50Q: 3 clusters Score -9486529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -9486540.000000 Penalty: 5591.000000
	Iteration 51Q: 3 clusters Score -9486540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -9486538.000000 Penalty: 5591.000000
	Iteration 52Q: 3 clusters Score -9486538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -9486538.000000 Penalty: 5591.000000
	Iteration 53Q: 3 clusters Score -9486538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -9486546.000000 Penalty: 5591.000000
	Iteration 54Q: 3 clusters Score -9486546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -9486552.000000 Penalty: 5591.000000
	Iteration 55Q: 3 clusters Score -9486552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -9486543.000000 Penalty: 5591.000000
	Iteration 56Q: 3 clusters Score -9486543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -9486542.000000 Penalty: 5591.000000
	Iteration 57Q: 3 clusters Score -9486542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -9486540.000000 Penalty: 5591.000000
	Iteration 58Q: 3 clusters Score -9486540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -9486543.000000 Penalty: 5591.000000
	Iteration 59Q: 3 clusters Score -9486543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -9486545.000000 Penalty: 5591.000000
	Iteration 60F: 3 clusters Score -9486545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -9486545.000000 Penalty: 5591.000000
	Iteration 61Q: 3 clusters Score -9486545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -9486553.000000 Penalty: 5591.000000
	Iteration 62Q: 3 clusters Score -9486553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -9486548.000000 Penalty: 5591.000000
	Iteration 63Q: 3 clusters Score -9486548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -9486555.000000 Penalty: 5591.000000
	Iteration 64Q: 3 clusters Score -9486555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -9486559.000000 Penalty: 5591.000000
	Iteration 65Q: 3 clusters Score -9486559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -9486558.000000 Penalty: 5591.000000
	Iteration 66Q: 3 clusters Score -9486558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -9486557.000000 Penalty: 5591.000000
	Iteration 67Q: 3 clusters Score -9486557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -9486557.000000 Penalty: 5591.000000
	Iteration 68F: 3 clusters Score -9486557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1719236.000000 Penalty: 2374.561523
	Iteration 0F: 2 clusters Score -1719236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1708792.375000 Penalty: 4749.123047
	Iteration 0F: 3 clusters Score -1708792 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1712008.125000 Penalty: 4749.123047
	Iteration 1F: 3 clusters Score -1712008 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1712327.250000 Penalty: 4749.123047
	Iteration 2F: 3 clusters Score -1712327 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1712566.250000 Penalty: 4749.123047
	Iteration 3Q: 3 clusters Score -1712566 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1712749.500000 Penalty: 4749.123047
	Iteration 4Q: 3 clusters Score -1712750 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1712912.875000 Penalty: 4749.123047
	Iteration 5Q: 3 clusters Score -1712913 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1713098.000000 Penalty: 4749.123047
	Iteration 6Q: 3 clusters Score -1713098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1713282.875000 Penalty: 4749.123047
	Iteration 7Q: 3 clusters Score -1713283 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1713517.250000 Penalty: 4749.123047
	Iteration 8Q: 3 clusters Score -1713517 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1713814.875000 Penalty: 4749.123047
	Iteration 9Q: 3 clusters Score -1713815 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1714239.250000 Penalty: 4749.123047
	Iteration 10Q: 3 clusters Score -1714239 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1714770.625000 Penalty: 4749.123047
	Iteration 11F: 3 clusters Score -1714771 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1715305.500000 Penalty: 4749.123047
	Iteration 12Q: 3 clusters Score -1715306 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1715826.750000 Penalty: 4749.123047
	Iteration 13Q: 3 clusters Score -1715827 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1716249.875000 Penalty: 4749.123047
	Iteration 14Q: 3 clusters Score -1716250 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1716553.750000 Penalty: 4749.123047
	Iteration 15Q: 3 clusters Score -1716554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1716748.875000 Penalty: 4749.123047
	Iteration 16Q: 3 clusters Score -1716749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1716865.750000 Penalty: 4749.123047
	Iteration 17Q: 3 clusters Score -1716866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1716947.000000 Penalty: 4749.123047
	Iteration 18Q: 3 clusters Score -1716947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1716999.750000 Penalty: 4749.123047
	Iteration 19Q: 3 clusters Score -1717000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1717040.250000 Penalty: 4749.123047
	Iteration 20F: 3 clusters Score -1717040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1717081.875000 Penalty: 4749.123047
	Iteration 21Q: 3 clusters Score -1717082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1717102.875000 Penalty: 4749.123047
	Iteration 22Q: 3 clusters Score -1717103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1717118.250000 Penalty: 4749.123047
	Iteration 23Q: 3 clusters Score -1717118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1717131.875000 Penalty: 4749.123047
	Iteration 24Q: 3 clusters Score -1717132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1717133.375000 Penalty: 4749.123047
	Iteration 25Q: 3 clusters Score -1717133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1717138.625000 Penalty: 4749.123047
	Iteration 26Q: 3 clusters Score -1717139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1717142.125000 Penalty: 4749.123047
	Iteration 27Q: 3 clusters Score -1717142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1717140.500000 Penalty: 4749.123047
	Iteration 28Q: 3 clusters Score -1717140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1717144.000000 Penalty: 4749.123047
	Iteration 29Q: 3 clusters Score -1717144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1717145.875000 Penalty: 4749.123047
	Iteration 30Q: 3 clusters Score -1717146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1717145.625000 Penalty: 4749.123047
	Iteration 31Q: 3 clusters Score -1717146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1717148.375000 Penalty: 4749.123047
	Iteration 32Q: 3 clusters Score -1717148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1717150.750000 Penalty: 4749.123047
	Iteration 33Q: 3 clusters Score -1717151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1717154.500000 Penalty: 4749.123047
	Iteration 34Q: 3 clusters Score -1717154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1717156.625000 Penalty: 4749.123047
	Iteration 35Q: 3 clusters Score -1717157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1717157.500000 Penalty: 4749.123047
	Iteration 36Q: 3 clusters Score -1717158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1717158.500000 Penalty: 4749.123047
	Iteration 37Q: 3 clusters Score -1717158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1717158.875000 Penalty: 4749.123047
	Iteration 38Q: 3 clusters Score -1717159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1717162.750000 Penalty: 4749.123047
	Iteration 39Q: 3 clusters Score -1717163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1717164.125000 Penalty: 4749.123047
	Iteration 40F: 3 clusters Score -1717164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1717166.375000 Penalty: 4749.123047
	Iteration 41Q: 3 clusters Score -1717166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1717172.750000 Penalty: 4749.123047
	Iteration 42Q: 3 clusters Score -1717173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1717177.375000 Penalty: 4749.123047
	Iteration 43Q: 3 clusters Score -1717177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1717178.500000 Penalty: 4749.123047
	Iteration 44Q: 3 clusters Score -1717178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1717179.375000 Penalty: 4749.123047
	Iteration 45Q: 3 clusters Score -1717179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1717179.375000 Penalty: 4749.123047
	Iteration 46Q: 3 clusters Score -1717179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1717184.375000 Penalty: 4749.123047
	Iteration 47Q: 3 clusters Score -1717184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1717184.500000 Penalty: 4749.123047
	Iteration 48Q: 3 clusters Score -1717184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1717184.500000 Penalty: 4749.123047
	Iteration 49F: 3 clusters Score -1717184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1422292.375000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1422292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1412944.250000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1412944 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1416049.750000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1416050 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1416737.875000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1416738 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1417449.750000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1417450 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1418086.875000 Penalty: 4691.081543
	Iteration 4F: 3 clusters Score -1418087 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1418570.750000 Penalty: 4691.081543
	Iteration 5F: 3 clusters Score -1418571 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1418976.625000 Penalty: 4691.081543
	Iteration 6Q: 3 clusters Score -1418977 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1419325.500000 Penalty: 4691.081543
	Iteration 7Q: 3 clusters Score -1419326 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1419583.875000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1419584 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1419765.000000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1419765 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1419879.625000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1419880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1419973.875000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1419974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1420035.250000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1420035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1420075.125000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1420075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1420105.875000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1420106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1420134.125000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1420134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1420156.500000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1420156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1420178.250000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1420178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1420206.750000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1420207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1420230.250000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1420230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1420244.125000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1420244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1420246.375000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1420246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1420250.750000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1420251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1420256.500000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1420256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1420255.625000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1420256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1420258.625000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -1420259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1420258.750000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -1420259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1420260.875000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -1420261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1420262.875000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -1420263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1420264.875000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -1420265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1420264.000000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -1420264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1420265.000000 Penalty: 4691.081543
	Iteration 31Q: 3 clusters Score -1420265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1420264.500000 Penalty: 4691.081543
	Iteration 32Q: 3 clusters Score -1420264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1420265.625000 Penalty: 4691.081543
	Iteration 33Q: 3 clusters Score -1420266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1420265.625000 Penalty: 4691.081543
	Iteration 34Q: 3 clusters Score -1420266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1420268.250000 Penalty: 4691.081543
	Iteration 35Q: 3 clusters Score -1420268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1420265.125000 Penalty: 4691.081543
	Iteration 36Q: 3 clusters Score -1420265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1420267.375000 Penalty: 4691.081543
	Iteration 37Q: 3 clusters Score -1420267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1420268.875000 Penalty: 4691.081543
	Iteration 38Q: 3 clusters Score -1420269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1420269.125000 Penalty: 4691.081543
	Iteration 39Q: 3 clusters Score -1420269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1420274.375000 Penalty: 4691.081543
	Iteration 40F: 3 clusters Score -1420274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1420275.625000 Penalty: 4691.081543
	Iteration 41Q: 3 clusters Score -1420276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1420281.250000 Penalty: 4691.081543
	Iteration 42Q: 3 clusters Score -1420281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1420279.125000 Penalty: 4691.081543
	Iteration 43Q: 3 clusters Score -1420279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1420279.375000 Penalty: 4691.081543
	Iteration 44Q: 3 clusters Score -1420279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1420285.250000 Penalty: 4691.081543
	Iteration 45Q: 3 clusters Score -1420285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1420290.875000 Penalty: 4691.081543
	Iteration 46Q: 3 clusters Score -1420291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1420293.625000 Penalty: 4691.081543
	Iteration 47Q: 3 clusters Score -1420294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1420296.000000 Penalty: 4691.081543
	Iteration 48Q: 3 clusters Score -1420296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1420298.625000 Penalty: 4691.081543
	Iteration 49Q: 3 clusters Score -1420299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1420299.125000 Penalty: 4691.081543
	Iteration 50Q: 3 clusters Score -1420299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1420301.750000 Penalty: 4691.081543
	Iteration 51Q: 3 clusters Score -1420302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1420301.125000 Penalty: 4691.081543
	Iteration 52Q: 3 clusters Score -1420301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1420305.125000 Penalty: 4691.081543
	Iteration 53Q: 3 clusters Score -1420305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1420303.000000 Penalty: 4691.081543
	Iteration 54Q: 3 clusters Score -1420303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1420300.625000 Penalty: 4691.081543
	Iteration 55Q: 3 clusters Score -1420301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1420304.250000 Penalty: 4691.081543
	Iteration 56Q: 3 clusters Score -1420304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1420303.375000 Penalty: 4691.081543
	Iteration 57Q: 3 clusters Score -1420303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1420303.375000 Penalty: 4691.081543
	Iteration 58Q: 3 clusters Score -1420303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1420301.125000 Penalty: 4691.081543
	Iteration 59Q: 3 clusters Score -1420301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1420299.500000 Penalty: 4691.081543
	Iteration 60F: 3 clusters Score -1420300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1420300.875000 Penalty: 4691.081543
	Iteration 61Q: 3 clusters Score -1420301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1420306.000000 Penalty: 4691.081543
	Iteration 62Q: 3 clusters Score -1420306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1420302.125000 Penalty: 4691.081543
	Iteration 63Q: 3 clusters Score -1420302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1420304.500000 Penalty: 4691.081543
	Iteration 64Q: 3 clusters Score -1420304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1420304.625000 Penalty: 4691.081543
	Iteration 65Q: 3 clusters Score -1420305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1420302.125000 Penalty: 4691.081543
	Iteration 66Q: 3 clusters Score -1420302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1420303.000000 Penalty: 4691.081543
	Iteration 67Q: 3 clusters Score -1420303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1420303.500000 Penalty: 4691.081543
	Iteration 68Q: 3 clusters Score -1420304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1420304.000000 Penalty: 4691.081543
	Iteration 69Q: 3 clusters Score -1420304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1420305.875000 Penalty: 4691.081543
	Iteration 70Q: 3 clusters Score -1420306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1420305.875000 Penalty: 4691.081543
	Iteration 71F: 3 clusters Score -1420306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -604888.000000 Penalty: 2121.752197
	Iteration 0F: 2 clusters Score -604888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -600206.687500 Penalty: 4243.504395
	Iteration 0F: 3 clusters Score -600206.7 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -601309.687500 Penalty: 4243.504395
	Iteration 1F: 3 clusters Score -601309.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -601528.750000 Penalty: 4243.504395
	Iteration 2F: 3 clusters Score -601528.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -601688.750000 Penalty: 4243.504395
	Iteration 3F: 3 clusters Score -601688.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -601798.750000 Penalty: 4243.504395
	Iteration 4Q: 3 clusters Score -601798.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -601898.750000 Penalty: 4243.504395
	Iteration 5Q: 3 clusters Score -601898.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -601980.625000 Penalty: 4243.504395
	Iteration 6Q: 3 clusters Score -601980.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -602055.562500 Penalty: 4243.504395
	Iteration 7Q: 3 clusters Score -602055.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -602125.812500 Penalty: 4243.504395
	Iteration 8Q: 3 clusters Score -602125.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -602197.625000 Penalty: 4243.504395
	Iteration 9Q: 3 clusters Score -602197.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -602268.625000 Penalty: 4243.504395
	Iteration 10Q: 3 clusters Score -602268.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -602343.000000 Penalty: 4243.504395
	Iteration 11Q: 3 clusters Score -602343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -602408.937500 Penalty: 4243.504395
	Iteration 12Q: 3 clusters Score -602408.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -602471.812500 Penalty: 4243.504395
	Iteration 13Q: 3 clusters Score -602471.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -602529.500000 Penalty: 4243.504395
	Iteration 14Q: 3 clusters Score -602529.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -602588.187500 Penalty: 4243.504395
	Iteration 15Q: 3 clusters Score -602588.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -602630.937500 Penalty: 4243.504395
	Iteration 16Q: 3 clusters Score -602630.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -602678.875000 Penalty: 4243.504395
	Iteration 17Q: 3 clusters Score -602678.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -602718.625000 Penalty: 4243.504395
	Iteration 18Q: 3 clusters Score -602718.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -602753.250000 Penalty: 4243.504395
	Iteration 19Q: 3 clusters Score -602753.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -602782.125000 Penalty: 4243.504395
	Iteration 20F: 3 clusters Score -602782.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -602802.437500 Penalty: 4243.504395
	Iteration 21Q: 3 clusters Score -602802.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602821.562500 Penalty: 4243.504395
	Iteration 22Q: 3 clusters Score -602821.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -602838.125000 Penalty: 4243.504395
	Iteration 23Q: 3 clusters Score -602838.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -602854.000000 Penalty: 4243.504395
	Iteration 24Q: 3 clusters Score -602854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -602868.500000 Penalty: 4243.504395
	Iteration 25Q: 3 clusters Score -602868.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -602883.875000 Penalty: 4243.504395
	Iteration 26Q: 3 clusters Score -602883.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -602895.812500 Penalty: 4243.504395
	Iteration 27Q: 3 clusters Score -602895.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -602911.000000 Penalty: 4243.504395
	Iteration 28Q: 3 clusters Score -602911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -602924.312500 Penalty: 4243.504395
	Iteration 29Q: 3 clusters Score -602924.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -602936.062500 Penalty: 4243.504395
	Iteration 30Q: 3 clusters Score -602936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -602954.812500 Penalty: 4243.504395
	Iteration 31Q: 3 clusters Score -602954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -602968.875000 Penalty: 4243.504395
	Iteration 32Q: 3 clusters Score -602968.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -602982.375000 Penalty: 4243.504395
	Iteration 33Q: 3 clusters Score -602982.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -602988.625000 Penalty: 4243.504395
	Iteration 34Q: 3 clusters Score -602988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -602995.812500 Penalty: 4243.504395
	Iteration 35Q: 3 clusters Score -602995.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -603005.437500 Penalty: 4243.504395
	Iteration 36Q: 3 clusters Score -603005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -603010.875000 Penalty: 4243.504395
	Iteration 37Q: 3 clusters Score -603010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -603015.125000 Penalty: 4243.504395
	Iteration 38Q: 3 clusters Score -603015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -603019.000000 Penalty: 4243.504395
	Iteration 39Q: 3 clusters Score -603019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -603021.812500 Penalty: 4243.504395
	Iteration 40F: 3 clusters Score -603021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -603024.562500 Penalty: 4243.504395
	Iteration 41Q: 3 clusters Score -603024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -603029.875000 Penalty: 4243.504395
	Iteration 42Q: 3 clusters Score -603029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -603032.187500 Penalty: 4243.504395
	Iteration 43Q: 3 clusters Score -603032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -603036.875000 Penalty: 4243.504395
	Iteration 44Q: 3 clusters Score -603036.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -603044.437500 Penalty: 4243.504395
	Iteration 45Q: 3 clusters Score -603044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -603044.812500 Penalty: 4243.504395
	Iteration 46Q: 3 clusters Score -603044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -603047.187500 Penalty: 4243.504395
	Iteration 47Q: 3 clusters Score -603047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -603048.625000 Penalty: 4243.504395
	Iteration 48Q: 3 clusters Score -603048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -603050.187500 Penalty: 4243.504395
	Iteration 49Q: 3 clusters Score -603050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -603053.562500 Penalty: 4243.504395
	Iteration 50Q: 3 clusters Score -603053.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -603057.562500 Penalty: 4243.504395
	Iteration 51Q: 3 clusters Score -603057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -603059.625000 Penalty: 4243.504395
	Iteration 52Q: 3 clusters Score -603059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -603063.375000 Penalty: 4243.504395
	Iteration 53Q: 3 clusters Score -603063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -603065.562500 Penalty: 4243.504395
	Iteration 54Q: 3 clusters Score -603065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -603068.312500 Penalty: 4243.504395
	Iteration 55Q: 3 clusters Score -603068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -603069.687500 Penalty: 4243.504395
	Iteration 56Q: 3 clusters Score -603069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -603071.812500 Penalty: 4243.504395
	Iteration 57Q: 3 clusters Score -603071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -603072.187500 Penalty: 4243.504395
	Iteration 58Q: 3 clusters Score -603072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -603072.187500 Penalty: 4243.504395
	Iteration 59F: 3 clusters Score -603072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Entering Unmasked Estep 
Score: -1331068.375000 Penalty: 2315.656738
	Iteration 0F: 2 clusters Score -1331068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1322550.125000 Penalty: 4631.313477
	Iteration 0F: 3 clusters Score -1322550 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1325002.875000 Penalty: 4631.313477
	Iteration 1F: 3 clusters Score -1325003 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1325300.000000 Penalty: 4631.313477
	Iteration 2F: 3 clusters Score -1325300 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1325532.000000 Penalty: 4631.313477
	Iteration 3Q: 3 clusters Score -1325532 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1325744.500000 Penalty: 4631.313477
	Iteration 4Q: 3 clusters Score -1325744 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1325989.875000 Penalty: 4631.313477
	Iteration 5Q: 3 clusters Score -1325990 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1326247.125000 Penalty: 4631.313477
	Iteration 6Q: 3 clusters Score -1326247 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1326476.375000 Penalty: 4631.313477
	Iteration 7Q: 3 clusters Score -1326476 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1326669.750000 Penalty: 4631.313477
	Iteration 8Q: 3 clusters Score -1326670 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1326837.250000 Penalty: 4631.313477
	Iteration 9Q: 3 clusters Score -1326837 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1326978.875000 Penalty: 4631.313477
	Iteration 10Q: 3 clusters Score -1326979 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1327090.000000 Penalty: 4631.313477
	Iteration 11Q: 3 clusters Score -1327090 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1327194.500000 Penalty: 4631.313477
	Iteration 12Q: 3 clusters Score -1327194 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1327289.250000 Penalty: 4631.313477
	Iteration 13Q: 3 clusters Score -1327289 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1327403.875000 Penalty: 4631.313477
	Iteration 14Q: 3 clusters Score -1327404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1327520.250000 Penalty: 4631.313477
	Iteration 15Q: 3 clusters Score -1327520 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1327651.000000 Penalty: 4631.313477
	Iteration 16Q: 3 clusters Score -1327651 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1327793.000000 Penalty: 4631.313477
	Iteration 17Q: 3 clusters Score -1327793 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1327966.750000 Penalty: 4631.313477
	Iteration 18Q: 3 clusters Score -1327967 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1328149.250000 Penalty: 4631.313477
	Iteration 19Q: 3 clusters Score -1328149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1328338.875000 Penalty: 4631.313477
	Iteration 20F: 3 clusters Score -1328339 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1328485.500000 Penalty: 4631.313477
	Iteration 21Q: 3 clusters Score -1328486 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1328625.125000 Penalty: 4631.313477
	Iteration 22Q: 3 clusters Score -1328625 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1328743.250000 Penalty: 4631.313477
	Iteration 23Q: 3 clusters Score -1328743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1328824.000000 Penalty: 4631.313477
	Iteration 24Q: 3 clusters Score -1328824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1328882.125000 Penalty: 4631.313477
	Iteration 25Q: 3 clusters Score -1328882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1328916.000000 Penalty: 4631.313477
	Iteration 26Q: 3 clusters Score -1328916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1328948.875000 Penalty: 4631.313477
	Iteration 27Q: 3 clusters Score -1328949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1328961.750000 Penalty: 4631.313477
	Iteration 28Q: 3 clusters Score -1328962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1328979.375000 Penalty: 4631.313477
	Iteration 29Q: 3 clusters Score -1328979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1328997.500000 Penalty: 4631.313477
	Iteration 30Q: 3 clusters Score -1328998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1329018.375000 Penalty: 4631.313477
	Iteration 31Q: 3 clusters Score -1329018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1329032.750000 Penalty: 4631.313477
	Iteration 32Q: 3 clusters Score -1329033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1329041.625000 Penalty: 4631.313477
	Iteration 33Q: 3 clusters Score -1329042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1329048.750000 Penalty: 4631.313477
	Iteration 34Q: 3 clusters Score -1329049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1329065.500000 Penalty: 4631.313477
	Iteration 35Q: 3 clusters Score -1329066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1329070.750000 Penalty: 4631.313477
	Iteration 36Q: 3 clusters Score -1329071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1329075.750000 Penalty: 4631.313477
	Iteration 37Q: 3 clusters Score -1329076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1329084.250000 Penalty: 4631.313477
	Iteration 38Q: 3 clusters Score -1329084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1329085.000000 Penalty: 4631.313477
	Iteration 39Q: 3 clusters Score -1329085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1329085.000000 Penalty: 4631.313477
	Iteration 40F: 3 clusters Score -1329085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Entering Unmasked Estep 
Score: -7974614.500000 Penalty: 2755.661133
	Iteration 0F: 2 clusters Score -7974614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7929740.500000 Penalty: 5511.322266
	Iteration 0F: 3 clusters Score -7929740 nChanged 31081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7947364.500000 Penalty: 5511.322266
	Iteration 1F: 3 clusters Score -7947364 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -7948056.000000 Penalty: 5511.322266
	Iteration 2Q: 3 clusters Score -7948056 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7948690.500000 Penalty: 5511.322266
	Iteration 3Q: 3 clusters Score -7948690 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7949315.500000 Penalty: 5511.322266
	Iteration 4Q: 3 clusters Score -7949316 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -7949903.500000 Penalty: 5511.322266
	Iteration 5Q: 3 clusters Score -7949904 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7950495.500000 Penalty: 5511.322266
	Iteration 6Q: 3 clusters Score -7950496 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -7951198.000000 Penalty: 5511.322266
	Iteration 7Q: 3 clusters Score -7951198 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -7951963.000000 Penalty: 5511.322266
	Iteration 8Q: 3 clusters Score -7951963 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7952992.000000 Penalty: 5511.322266
	Iteration 9Q: 3 clusters Score -7952992 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -7954624.000000 Penalty: 5511.322266
	Iteration 10Q: 3 clusters Score -7954624 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -7957007.000000 Penalty: 5511.322266
	Iteration 11F: 3 clusters Score -7957007 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -7960091.000000 Penalty: 5511.322266
	Iteration 12F: 3 clusters Score -7960091 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -7963486.500000 Penalty: 5511.322266
	Iteration 13F: 3 clusters Score -7963486 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -7966586.500000 Penalty: 5511.322266
	Iteration 14F: 3 clusters Score -7966586 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -7968957.000000 Penalty: 5511.322266
	Iteration 15Q: 3 clusters Score -7968957 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -7970443.000000 Penalty: 5511.322266
	Iteration 16Q: 3 clusters Score -7970443 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -7971304.500000 Penalty: 5511.322266
	Iteration 17Q: 3 clusters Score -7971304 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -7971759.000000 Penalty: 5511.322266
	Iteration 18Q: 3 clusters Score -7971759 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -7972015.000000 Penalty: 5511.322266
	Iteration 19Q: 3 clusters Score -7972015 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -7972188.500000 Penalty: 5511.322266
	Iteration 20F: 3 clusters Score -7972188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -7972349.000000 Penalty: 5511.322266
	Iteration 21Q: 3 clusters Score -7972349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -7972452.000000 Penalty: 5511.322266
	Iteration 22Q: 3 clusters Score -7972452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -7972511.500000 Penalty: 5511.322266
	Iteration 23Q: 3 clusters Score -7972512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -7972555.000000 Penalty: 5511.322266
	Iteration 24Q: 3 clusters Score -7972555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -7972589.500000 Penalty: 5511.322266
	Iteration 25Q: 3 clusters Score -7972590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -7972632.500000 Penalty: 5511.322266
	Iteration 26Q: 3 clusters Score -7972632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -7972677.000000 Penalty: 5511.322266
	Iteration 27Q: 3 clusters Score -7972677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -7972724.500000 Penalty: 5511.322266
	Iteration 28Q: 3 clusters Score -7972724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -7972776.500000 Penalty: 5511.322266
	Iteration 29Q: 3 clusters Score -7972776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -7972827.500000 Penalty: 5511.322266
	Iteration 30Q: 3 clusters Score -7972828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -7972847.500000 Penalty: 5511.322266
	Iteration 31Q: 3 clusters Score -7972848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -7972866.000000 Penalty: 5511.322266
	Iteration 32Q: 3 clusters Score -7972866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -7972878.000000 Penalty: 5511.322266
	Iteration 33Q: 3 clusters Score -7972878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -7972887.500000 Penalty: 5511.322266
	Iteration 34Q: 3 clusters Score -7972888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -7972912.000000 Penalty: 5511.322266
	Iteration 35Q: 3 clusters Score -7972912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -7972938.000000 Penalty: 5511.322266
	Iteration 36Q: 3 clusters Score -7972938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -7972943.000000 Penalty: 5511.322266
	Iteration 37Q: 3 clusters Score -7972943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -7972952.000000 Penalty: 5511.322266
	Iteration 38Q: 3 clusters Score -7972952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7972956.500000 Penalty: 5511.322266
	Iteration 39Q: 3 clusters Score -7972956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -7972957.000000 Penalty: 5511.322266
	Iteration 40F: 3 clusters Score -7972957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -7972966.000000 Penalty: 5511.322266
	Iteration 41Q: 3 clusters Score -7972966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -7972963.500000 Penalty: 5511.322266
	Iteration 42Q: 3 clusters Score -7972964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -7972968.500000 Penalty: 5511.322266
	Iteration 43Q: 3 clusters Score -7972968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -7972975.500000 Penalty: 5511.322266
	Iteration 44Q: 3 clusters Score -7972976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -7972974.500000 Penalty: 5511.322266
	Iteration 45Q: 3 clusters Score -7972974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -7972985.500000 Penalty: 5511.322266
	Iteration 46Q: 3 clusters Score -7972986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -7972991.500000 Penalty: 5511.322266
	Iteration 47Q: 3 clusters Score -7972992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -7973008.500000 Penalty: 5511.322266
	Iteration 48Q: 3 clusters Score -7973008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -7973024.500000 Penalty: 5511.322266
	Iteration 49Q: 3 clusters Score -7973024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7973026.500000 Penalty: 5511.322266
	Iteration 50Q: 3 clusters Score -7973026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -7973029.500000 Penalty: 5511.322266
	Iteration 51Q: 3 clusters Score -7973030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -7973040.000000 Penalty: 5511.322266
	Iteration 52Q: 3 clusters Score -7973040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -7973033.000000 Penalty: 5511.322266
	Iteration 53Q: 3 clusters Score -7973033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -7973041.000000 Penalty: 5511.322266
	Iteration 54Q: 3 clusters Score -7973041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -7973048.000000 Penalty: 5511.322266
	Iteration 55Q: 3 clusters Score -7973048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -7973049.500000 Penalty: 5511.322266
	Iteration 56Q: 3 clusters Score -7973050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -7973055.000000 Penalty: 5511.322266
	Iteration 57Q: 3 clusters Score -7973055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -7973055.000000 Penalty: 5511.322266
	Iteration 58F: 3 clusters Score -7973055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -308763.656250 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -308763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -305663.906250 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -305663.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306319.406250 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -306319.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -306479.875000 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -306479.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -306569.281250 Penalty: 3950.393555
	Iteration 3Q: 3 clusters Score -306569.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -306645.125000 Penalty: 3950.393555
	Iteration 4Q: 3 clusters Score -306645.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -306695.687500 Penalty: 3950.393555
	Iteration 5Q: 3 clusters Score -306695.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -306742.750000 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -306742.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306793.937500 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -306793.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306839.531250 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -306839.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -306876.906250 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -306876.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -306928.375000 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -306928.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306988.187500 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -306988.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -307047.375000 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -307047.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -307107.500000 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -307107.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -307187.437500 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -307187.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -307284.250000 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -307284.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -307355.750000 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -307355.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -307401.812500 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -307401.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -307440.968750 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -307441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -307469.343750 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -307469.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -307489.843750 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -307489.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -307508.281250 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -307508.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -307529.625000 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -307529.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -307543.250000 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -307543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -307561.781250 Penalty: 3950.393555
	Iteration 24Q: 3 clusters Score -307561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -307580.312500 Penalty: 3950.393555
	Iteration 25Q: 3 clusters Score -307580.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -307590.562500 Penalty: 3950.393555
	Iteration 26Q: 3 clusters Score -307590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -307597.750000 Penalty: 3950.393555
	Iteration 27Q: 3 clusters Score -307597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -307605.718750 Penalty: 3950.393555
	Iteration 28Q: 3 clusters Score -307605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -307611.000000 Penalty: 3950.393555
	Iteration 29Q: 3 clusters Score -307611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -307617.031250 Penalty: 3950.393555
	Iteration 30Q: 3 clusters Score -307617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -307620.687500 Penalty: 3950.393555
	Iteration 31Q: 3 clusters Score -307620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -307623.250000 Penalty: 3950.393555
	Iteration 32Q: 3 clusters Score -307623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -307625.718750 Penalty: 3950.393555
	Iteration 33Q: 3 clusters Score -307625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -307625.656250 Penalty: 3950.393555
	Iteration 34Q: 3 clusters Score -307625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -307626.562500 Penalty: 3950.393555
	Iteration 35Q: 3 clusters Score -307626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -307627.187500 Penalty: 3950.393555
	Iteration 36Q: 3 clusters Score -307627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -307627.437500 Penalty: 3950.393555
	Iteration 37Q: 3 clusters Score -307627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -307627.437500 Penalty: 3950.393555
	Iteration 38F: 3 clusters Score -307627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -236346.156250 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -236346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -233680.687500 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -233680.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234198.250000 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -234198.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -234355.703125 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -234355.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234462.046875 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -234462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234519.515625 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -234519.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234566.109375 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -234566.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -234602.718750 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -234602.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234620.734375 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -234620.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -234634.281250 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -234634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234648.562500 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -234648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234660.406250 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -234660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234673.328125 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -234673.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -234688.140625 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -234688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -234703.031250 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -234703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234721.359375 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -234721.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -234737.937500 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -234737.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234755.406250 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -234755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234772.500000 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -234772.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -234790.921875 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -234790.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -234801.718750 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -234801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234815.421875 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -234815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -234835.421875 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -234835.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -234862.875000 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -234862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234879.437500 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -234879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -234891.421875 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -234891.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -234909.671875 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -234909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -234925.203125 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -234925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -234945.750000 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -234945.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -234955.203125 Penalty: 3782.778809
	Iteration 28Q: 3 clusters Score -234955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -234963.687500 Penalty: 3782.778809
	Iteration 29Q: 3 clusters Score -234963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -234969.156250 Penalty: 3782.778809
	Iteration 30Q: 3 clusters Score -234969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -234978.718750 Penalty: 3782.778809
	Iteration 31Q: 3 clusters Score -234978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -234987.578125 Penalty: 3782.778809
	Iteration 32Q: 3 clusters Score -234987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -234992.875000 Penalty: 3782.778809
	Iteration 33Q: 3 clusters Score -234992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -234997.875000 Penalty: 3782.778809
	Iteration 34Q: 3 clusters Score -234997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -235003.796875 Penalty: 3782.778809
	Iteration 35Q: 3 clusters Score -235003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -235009.375000 Penalty: 3782.778809
	Iteration 36Q: 3 clusters Score -235009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -235014.062500 Penalty: 3782.778809
	Iteration 37Q: 3 clusters Score -235014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -235017.625000 Penalty: 3782.778809
	Iteration 38Q: 3 clusters Score -235017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -235020.093750 Penalty: 3782.778809
	Iteration 39Q: 3 clusters Score -235020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -235020.093750 Penalty: 3782.778809
	Iteration 40F: 3 clusters Score -235020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -894900.312500 Penalty: 2226.113037
	Iteration 0F: 2 clusters Score -894900.3 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 3957 members 
Entering Unmasked Estep 
Score: -888612.437500 Penalty: 4452.226074
	Iteration 0F: 3 clusters Score -888612.4 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -890355.000000 Penalty: 4452.226074
	Iteration 1F: 3 clusters Score -890355 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -890624.125000 Penalty: 4452.226074
	Iteration 2F: 3 clusters Score -890624.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -890786.687500 Penalty: 4452.226074
	Iteration 3Q: 3 clusters Score -890786.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -890929.500000 Penalty: 4452.226074
	Iteration 4Q: 3 clusters Score -890929.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -891066.187500 Penalty: 4452.226074
	Iteration 5Q: 3 clusters Score -891066.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -891205.000000 Penalty: 4452.226074
	Iteration 6Q: 3 clusters Score -891205 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -891360.750000 Penalty: 4452.226074
	Iteration 7Q: 3 clusters Score -891360.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -891504.312500 Penalty: 4452.226074
	Iteration 8Q: 3 clusters Score -891504.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -891655.375000 Penalty: 4452.226074
	Iteration 9Q: 3 clusters Score -891655.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -891803.875000 Penalty: 4452.226074
	Iteration 10Q: 3 clusters Score -891803.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -891941.250000 Penalty: 4452.226074
	Iteration 11Q: 3 clusters Score -891941.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -892058.750000 Penalty: 4452.226074
	Iteration 12Q: 3 clusters Score -892058.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -892157.375000 Penalty: 4452.226074
	Iteration 13Q: 3 clusters Score -892157.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -892242.750000 Penalty: 4452.226074
	Iteration 14Q: 3 clusters Score -892242.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -892305.937500 Penalty: 4452.226074
	Iteration 15Q: 3 clusters Score -892305.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -892357.875000 Penalty: 4452.226074
	Iteration 16Q: 3 clusters Score -892357.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -892404.125000 Penalty: 4452.226074
	Iteration 17Q: 3 clusters Score -892404.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -892447.937500 Penalty: 4452.226074
	Iteration 18Q: 3 clusters Score -892447.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -892502.562500 Penalty: 4452.226074
	Iteration 19Q: 3 clusters Score -892502.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -892554.500000 Penalty: 4452.226074
	Iteration 20F: 3 clusters Score -892554.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -892598.250000 Penalty: 4452.226074
	Iteration 21Q: 3 clusters Score -892598.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -892637.562500 Penalty: 4452.226074
	Iteration 22Q: 3 clusters Score -892637.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -892682.375000 Penalty: 4452.226074
	Iteration 23Q: 3 clusters Score -892682.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -892713.562500 Penalty: 4452.226074
	Iteration 24Q: 3 clusters Score -892713.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -892744.187500 Penalty: 4452.226074
	Iteration 25Q: 3 clusters Score -892744.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -892784.687500 Penalty: 4452.226074
	Iteration 26Q: 3 clusters Score -892784.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -892824.250000 Penalty: 4452.226074
	Iteration 27Q: 3 clusters Score -892824.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -892864.375000 Penalty: 4452.226074
	Iteration 28Q: 3 clusters Score -892864.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -892898.312500 Penalty: 4452.226074
	Iteration 29Q: 3 clusters Score -892898.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -892916.250000 Penalty: 4452.226074
	Iteration 30Q: 3 clusters Score -892916.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -892931.937500 Penalty: 4452.226074
	Iteration 31Q: 3 clusters Score -892931.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -892946.500000 Penalty: 4452.226074
	Iteration 32Q: 3 clusters Score -892946.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -892970.125000 Penalty: 4452.226074
	Iteration 33Q: 3 clusters Score -892970.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -892988.750000 Penalty: 4452.226074
	Iteration 34Q: 3 clusters Score -892988.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -893009.750000 Penalty: 4452.226074
	Iteration 35Q: 3 clusters Score -893009.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -893024.062500 Penalty: 4452.226074
	Iteration 36Q: 3 clusters Score -893024.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -893034.312500 Penalty: 4452.226074
	Iteration 37Q: 3 clusters Score -893034.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -893044.437500 Penalty: 4452.226074
	Iteration 38Q: 3 clusters Score -893044.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -893046.875000 Penalty: 4452.226074
	Iteration 39Q: 3 clusters Score -893046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -893050.375000 Penalty: 4452.226074
	Iteration 40F: 3 clusters Score -893050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -893052.812500 Penalty: 4452.226074
	Iteration 41Q: 3 clusters Score -893052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -893054.812500 Penalty: 4452.226074
	Iteration 42Q: 3 clusters Score -893054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -893054.812500 Penalty: 4452.226074
	Iteration 43F: 3 clusters Score -893054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -490691.187500 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -490691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -486599.906250 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -486599.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -487575.187500 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -487575.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -487774.656250 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -487774.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -487873.281250 Penalty: 4149.142578
	Iteration 3Q: 3 clusters Score -487873.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -487953.062500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -487953.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -488021.343750 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -488021.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -488076.218750 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -488076.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -488131.125000 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -488131.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -488169.031250 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -488169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -488204.875000 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -488204.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -488232.500000 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -488232.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -488252.593750 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -488252.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -488270.906250 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -488270.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -488289.562500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -488289.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -488306.937500 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -488306.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -488329.218750 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -488329.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -488350.625000 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -488350.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -488373.875000 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -488373.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -488394.875000 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -488394.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -488415.312500 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -488415.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -488437.468750 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -488437.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -488459.125000 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -488459.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -488485.562500 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -488485.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -488504.312500 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -488504.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -488520.375000 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -488520.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -488535.312500 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -488535.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -488552.406250 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -488552.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -488572.062500 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -488572.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -488594.375000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -488594.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -488613.500000 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -488613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -488636.593750 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -488636.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -488653.625000 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -488653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -488665.093750 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -488665.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -488678.781250 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -488678.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -488694.031250 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -488694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -488714.187500 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -488714.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -488735.187500 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -488735.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -488758.093750 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -488758.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -488774.843750 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -488774.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -488786.968750 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -488787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -488797.781250 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -488797.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -488810.593750 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -488810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -488825.968750 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -488826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -488838.875000 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -488838.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -488848.875000 Penalty: 4149.142578
	Iteration 44Q: 3 clusters Score -488848.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -488856.656250 Penalty: 4149.142578
	Iteration 45Q: 3 clusters Score -488856.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -488864.062500 Penalty: 4149.142578
	Iteration 46Q: 3 clusters Score -488864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -488875.718750 Penalty: 4149.142578
	Iteration 47Q: 3 clusters Score -488875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -488888.500000 Penalty: 4149.142578
	Iteration 48Q: 3 clusters Score -488888.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -488900.250000 Penalty: 4149.142578
	Iteration 49Q: 3 clusters Score -488900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -488908.531250 Penalty: 4149.142578
	Iteration 50Q: 3 clusters Score -488908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -488916.562500 Penalty: 4149.142578
	Iteration 51Q: 3 clusters Score -488916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -488920.343750 Penalty: 4149.142578
	Iteration 52Q: 3 clusters Score -488920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -488924.500000 Penalty: 4149.142578
	Iteration 53Q: 3 clusters Score -488924.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -488933.031250 Penalty: 4149.142578
	Iteration 54Q: 3 clusters Score -488933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -488937.562500 Penalty: 4149.142578
	Iteration 55Q: 3 clusters Score -488937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -488941.406250 Penalty: 4149.142578
	Iteration 56Q: 3 clusters Score -488941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -488946.812500 Penalty: 4149.142578
	Iteration 57Q: 3 clusters Score -488946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -488950.125000 Penalty: 4149.142578
	Iteration 58Q: 3 clusters Score -488950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -488951.468750 Penalty: 4149.142578
	Iteration 59Q: 3 clusters Score -488951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -488952.906250 Penalty: 4149.142578
	Iteration 60F: 3 clusters Score -488952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -488953.687500 Penalty: 4149.142578
	Iteration 61Q: 3 clusters Score -488953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -488953.906250 Penalty: 4149.142578
	Iteration 62Q: 3 clusters Score -488953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -488955.375000 Penalty: 4149.142578
	Iteration 63Q: 3 clusters Score -488955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -488958.281250 Penalty: 4149.142578
	Iteration 64Q: 3 clusters Score -488958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -488959.000000 Penalty: 4149.142578
	Iteration 65Q: 3 clusters Score -488959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -488960.375000 Penalty: 4149.142578
	Iteration 66Q: 3 clusters Score -488960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -488961.250000 Penalty: 4149.142578
	Iteration 67Q: 3 clusters Score -488961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -488961.187500 Penalty: 4149.142578
	Iteration 68Q: 3 clusters Score -488961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -488962.531250 Penalty: 4149.142578
	Iteration 69Q: 3 clusters Score -488962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -488962.531250 Penalty: 4149.142578
	Iteration 70F: 3 clusters Score -488962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -196206.765625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -196206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -193795.093750 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -193795.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194304.609375 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -194304.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -194476.312500 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -194476.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -194623.093750 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -194623.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194727.968750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -194728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194793.640625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -194793.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194833.765625 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -194833.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -194867.968750 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -194868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194906.937500 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -194906.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194932.953125 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -194933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194959.625000 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -194959.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -194988.531250 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -194988.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -195026.437500 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -195026.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -195057.890625 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -195057.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -195087.156250 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -195087.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -195123.390625 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -195123.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -195161.828125 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -195161.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -195192.234375 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -195192.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -195250.906250 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -195250.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -195314.796875 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -195314.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -195391.812500 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -195391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -195482.750000 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -195482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -195537.062500 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -195537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -195615.593750 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -195615.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -195663.203125 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -195663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -195674.578125 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -195674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -195681.296875 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -195681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -195683.468750 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -195683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -195684.781250 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -195684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -195685.093750 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -195685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -195685.093750 Penalty: 3730.573730
	Iteration 30F: 3 clusters Score -195685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -179866.953125 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -179867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177563.000000 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -177563 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -177952.031250 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -177952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178087.234375 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -178087.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178168.437500 Penalty: 3638.474609
	Iteration 3Q: 3 clusters Score -178168.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178232.593750 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -178232.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178288.625000 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -178288.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178312.031250 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -178312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178332.359375 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -178332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -178342.921875 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -178342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178353.531250 Penalty: 3638.474609
	Iteration 9Q: 3 clusters Score -178353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178362.546875 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -178362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178368.140625 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -178368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -178373.859375 Penalty: 3638.474609
	Iteration 12Q: 3 clusters Score -178373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -178379.593750 Penalty: 3638.474609
	Iteration 13Q: 3 clusters Score -178379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178384.156250 Penalty: 3638.474609
	Iteration 14Q: 3 clusters Score -178384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178384.718750 Penalty: 3638.474609
	Iteration 15Q: 3 clusters Score -178384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178385.500000 Penalty: 3638.474609
	Iteration 16Q: 3 clusters Score -178385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178385.937500 Penalty: 3638.474609
	Iteration 17Q: 3 clusters Score -178385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178385.937500 Penalty: 3638.474609
	Iteration 18F: 3 clusters Score -178385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -186933.218750 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -186933.2 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 951 members 
Entering Unmasked Estep 
Score: -184472.031250 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -184472 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -185019.703125 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -185019.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185190.968750 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -185191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185336.125000 Penalty: 3725.716309
	Iteration 3F: 3 clusters Score -185336.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -185482.140625 Penalty: 3725.716309
	Iteration 4F: 3 clusters Score -185482.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185659.000000 Penalty: 3725.716309
	Iteration 5F: 3 clusters Score -185659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -185861.578125 Penalty: 3725.716309
	Iteration 6F: 3 clusters Score -185861.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186091.093750 Penalty: 3725.716309
	Iteration 7F: 3 clusters Score -186091.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -186264.921875 Penalty: 3725.716309
	Iteration 8F: 3 clusters Score -186264.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186399.187500 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -186399.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186493.109375 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -186493.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -186566.031250 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -186566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -186605.781250 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -186605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -186620.078125 Penalty: 3725.716309
	Iteration 13Q: 3 clusters Score -186620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186624.843750 Penalty: 3725.716309
	Iteration 14Q: 3 clusters Score -186624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186625.812500 Penalty: 3725.716309
	Iteration 15Q: 3 clusters Score -186625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186626.265625 Penalty: 3725.716309
	Iteration 16Q: 3 clusters Score -186626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186626.265625 Penalty: 3725.716309
	Iteration 17F: 3 clusters Score -186626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -551643.937500 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -551643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -547154.062500 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -547154.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -548347.000000 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -548347 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -548730.187500 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -548730.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -549062.062500 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -549062.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -549472.562500 Penalty: 4223.037598
	Iteration 4F: 3 clusters Score -549472.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -549903.875000 Penalty: 4223.037598
	Iteration 5F: 3 clusters Score -549903.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -550296.625000 Penalty: 4223.037598
	Iteration 6F: 3 clusters Score -550296.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -550558.750000 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -550558.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -550720.937500 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -550720.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -550829.812500 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -550829.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -550904.000000 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -550904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -550959.687500 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -550959.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -551005.250000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -551005.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -551033.187500 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -551033.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -551057.562500 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -551057.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -551084.250000 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -551084.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -551108.062500 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -551108.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -551135.750000 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -551135.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -551158.375000 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -551158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -551168.687500 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -551168.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -551179.562500 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -551179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -551186.437500 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -551186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -551187.812500 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -551187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -551189.875000 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -551189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -551189.875000 Penalty: 4223.037598
	Iteration 24F: 3 clusters Score -551189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -559602.750000 Penalty: 2111.966064
	Iteration 0F: 2 clusters Score -559602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -555108.312500 Penalty: 4223.932129
	Iteration 0F: 3 clusters Score -555108.3 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -556345.937500 Penalty: 4223.932129
	Iteration 1F: 3 clusters Score -556345.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -556835.625000 Penalty: 4223.932129
	Iteration 2F: 3 clusters Score -556835.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -557358.250000 Penalty: 4223.932129
	Iteration 3F: 3 clusters Score -557358.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -557817.375000 Penalty: 4223.932129
	Iteration 4F: 3 clusters Score -557817.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -558108.250000 Penalty: 4223.932129
	Iteration 5F: 3 clusters Score -558108.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -558248.250000 Penalty: 4223.932129
	Iteration 6Q: 3 clusters Score -558248.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -558303.750000 Penalty: 4223.932129
	Iteration 7Q: 3 clusters Score -558303.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -558329.937500 Penalty: 4223.932129
	Iteration 8Q: 3 clusters Score -558329.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -558344.500000 Penalty: 4223.932129
	Iteration 9Q: 3 clusters Score -558344.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -558354.562500 Penalty: 4223.932129
	Iteration 10Q: 3 clusters Score -558354.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -558361.500000 Penalty: 4223.932129
	Iteration 11Q: 3 clusters Score -558361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -558365.187500 Penalty: 4223.932129
	Iteration 12Q: 3 clusters Score -558365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -558369.687500 Penalty: 4223.932129
	Iteration 13Q: 3 clusters Score -558369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -558372.312500 Penalty: 4223.932129
	Iteration 14Q: 3 clusters Score -558372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -558375.000000 Penalty: 4223.932129
	Iteration 15Q: 3 clusters Score -558375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -558378.000000 Penalty: 4223.932129
	Iteration 16Q: 3 clusters Score -558378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -558381.437500 Penalty: 4223.932129
	Iteration 17Q: 3 clusters Score -558381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -558382.500000 Penalty: 4223.932129
	Iteration 18Q: 3 clusters Score -558382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -558384.500000 Penalty: 4223.932129
	Iteration 19Q: 3 clusters Score -558384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -558385.500000 Penalty: 4223.932129
	Iteration 20F: 3 clusters Score -558385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -558389.625000 Penalty: 4223.932129
	Iteration 21Q: 3 clusters Score -558389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558388.750000 Penalty: 4223.932129
	Iteration 22Q: 3 clusters Score -558388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -558391.562500 Penalty: 4223.932129
	Iteration 23Q: 3 clusters Score -558391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -558391.750000 Penalty: 4223.932129
	Iteration 24Q: 3 clusters Score -558391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -558392.625000 Penalty: 4223.932129
	Iteration 25Q: 3 clusters Score -558392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -558393.062500 Penalty: 4223.932129
	Iteration 26Q: 3 clusters Score -558393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -558393.062500 Penalty: 4223.932129
	Iteration 27F: 3 clusters Score -558393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -559005.437500 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -559005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -554480.625000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -554480.6 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -555669.375000 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -555669.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -556044.937500 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -556044.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -556303.562500 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -556303.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -556507.437500 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -556507.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -556669.875000 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -556669.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -556816.750000 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -556816.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -556968.437500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -556968.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -557132.812500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -557132.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -557268.937500 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -557268.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -557369.500000 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -557369.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -557476.312500 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -557476.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -557574.750000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -557574.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -557666.562500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -557666.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -557746.500000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -557746.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -557787.062500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -557787.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -557810.312500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -557810.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -557826.250000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -557826.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -557846.750000 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -557846.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -557860.375000 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -557860.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -557874.000000 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -557874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -557883.562500 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -557883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -557890.125000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -557890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -557898.625000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -557898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -557901.625000 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -557901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -557903.937500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -557903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -557905.375000 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -557905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -557907.375000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -557907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -557908.812500 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -557908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -557907.750000 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -557907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -557907.750000 Penalty: 4224.626953
	Iteration 30F: 3 clusters Score -557907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -293829.625000 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -293829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -290613.656250 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -290613.7 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -291420.812500 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -291420.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -291844.156250 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -291844.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -292145.468750 Penalty: 3967.007568
	Iteration 3F: 3 clusters Score -292145.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -292361.000000 Penalty: 3967.007568
	Iteration 4F: 3 clusters Score -292361 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -292545.093750 Penalty: 3967.007568
	Iteration 5F: 3 clusters Score -292545.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292729.468750 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -292729.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -292918.000000 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -292918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -293027.156250 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -293027.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -293139.062500 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -293139.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -293241.250000 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -293241.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293323.843750 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -293323.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -293393.750000 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -293393.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -293448.031250 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -293448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -293487.718750 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -293487.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -293510.906250 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -293510.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -293525.031250 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -293525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -293533.031250 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -293533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293539.656250 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -293539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293545.937500 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -293545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -293550.312500 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -293550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -293552.437500 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -293552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -293553.718750 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -293553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -293555.937500 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -293555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -293557.343750 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -293557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -293557.531250 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -293557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -293558.062500 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -293558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -293558.687500 Penalty: 3967.007568
	Iteration 27Q: 3 clusters Score -293558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -293559.656250 Penalty: 3967.007568
	Iteration 28Q: 3 clusters Score -293559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -293560.531250 Penalty: 3967.007568
	Iteration 29Q: 3 clusters Score -293560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293560.593750 Penalty: 3967.007568
	Iteration 30Q: 3 clusters Score -293560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293560.593750 Penalty: 3967.007568
	Iteration 31F: 3 clusters Score -293560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -390374.093750 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -390374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -386786.062500 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -386786.1 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -387653.156250 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -387653.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -387835.500000 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -387835.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -387948.656250 Penalty: 4051.428955
	Iteration 3Q: 3 clusters Score -387948.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -388037.531250 Penalty: 4051.428955
	Iteration 4Q: 3 clusters Score -388037.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -388106.343750 Penalty: 4051.428955
	Iteration 5Q: 3 clusters Score -388106.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -388160.500000 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -388160.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -388208.312500 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -388208.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -388242.531250 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -388242.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -388280.906250 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -388280.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -388319.343750 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -388319.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -388348.500000 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -388348.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -388372.312500 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -388372.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -388388.406250 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -388388.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -388403.531250 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -388403.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -388419.468750 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -388419.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388445.875000 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -388445.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -388488.125000 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -388488.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388529.875000 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -388529.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388569.875000 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -388569.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388602.000000 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -388602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -388638.250000 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -388638.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388669.781250 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -388669.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -388692.375000 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -388692.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -388709.875000 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -388709.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -388733.500000 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -388733.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -388758.875000 Penalty: 4051.428955
	Iteration 26Q: 3 clusters Score -388758.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -388793.531250 Penalty: 4051.428955
	Iteration 27Q: 3 clusters Score -388793.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -388825.625000 Penalty: 4051.428955
	Iteration 28Q: 3 clusters Score -388825.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -388854.437500 Penalty: 4051.428955
	Iteration 29Q: 3 clusters Score -388854.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -388872.843750 Penalty: 4051.428955
	Iteration 30Q: 3 clusters Score -388872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -388890.062500 Penalty: 4051.428955
	Iteration 31Q: 3 clusters Score -388890.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -388912.968750 Penalty: 4051.428955
	Iteration 32Q: 3 clusters Score -388913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -388929.656250 Penalty: 4051.428955
	Iteration 33Q: 3 clusters Score -388929.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -388941.593750 Penalty: 4051.428955
	Iteration 34Q: 3 clusters Score -388941.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -388948.250000 Penalty: 4051.428955
	Iteration 35Q: 3 clusters Score -388948.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -388954.781250 Penalty: 4051.428955
	Iteration 36Q: 3 clusters Score -388954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -388962.718750 Penalty: 4051.428955
	Iteration 37Q: 3 clusters Score -388962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -388969.437500 Penalty: 4051.428955
	Iteration 38Q: 3 clusters Score -388969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -388974.968750 Penalty: 4051.428955
	Iteration 39Q: 3 clusters Score -388975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -388981.531250 Penalty: 4051.428955
	Iteration 40F: 3 clusters Score -388981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -388986.375000 Penalty: 4051.428955
	Iteration 41Q: 3 clusters Score -388986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -388990.218750 Penalty: 4051.428955
	Iteration 42Q: 3 clusters Score -388990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -388995.281250 Penalty: 4051.428955
	Iteration 43Q: 3 clusters Score -388995.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -388998.281250 Penalty: 4051.428955
	Iteration 44Q: 3 clusters Score -388998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -388999.968750 Penalty: 4051.428955
	Iteration 45Q: 3 clusters Score -389000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -389001.500000 Penalty: 4051.428955
	Iteration 46Q: 3 clusters Score -389001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -389004.656250 Penalty: 4051.428955
	Iteration 47Q: 3 clusters Score -389004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -389006.312500 Penalty: 4051.428955
	Iteration 48Q: 3 clusters Score -389006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -389009.250000 Penalty: 4051.428955
	Iteration 49Q: 3 clusters Score -389009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -389010.125000 Penalty: 4051.428955
	Iteration 50Q: 3 clusters Score -389010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -389011.593750 Penalty: 4051.428955
	Iteration 51Q: 3 clusters Score -389011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -389013.562500 Penalty: 4051.428955
	Iteration 52Q: 3 clusters Score -389013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389015.406250 Penalty: 4051.428955
	Iteration 53Q: 3 clusters Score -389015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -389019.187500 Penalty: 4051.428955
	Iteration 54Q: 3 clusters Score -389019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -389018.781250 Penalty: 4051.428955
	Iteration 55Q: 3 clusters Score -389018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -389020.843750 Penalty: 4051.428955
	Iteration 56Q: 3 clusters Score -389020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -389023.031250 Penalty: 4051.428955
	Iteration 57Q: 3 clusters Score -389023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -389025.000000 Penalty: 4051.428955
	Iteration 58Q: 3 clusters Score -389025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -389025.500000 Penalty: 4051.428955
	Iteration 59Q: 3 clusters Score -389025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -389028.062500 Penalty: 4051.428955
	Iteration 60F: 3 clusters Score -389028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -389029.218750 Penalty: 4051.428955
	Iteration 61Q: 3 clusters Score -389029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -389030.906250 Penalty: 4051.428955
	Iteration 62Q: 3 clusters Score -389030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -389032.906250 Penalty: 4051.428955
	Iteration 63Q: 3 clusters Score -389032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -389033.968750 Penalty: 4051.428955
	Iteration 64Q: 3 clusters Score -389034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -389037.468750 Penalty: 4051.428955
	Iteration 65Q: 3 clusters Score -389037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -389038.625000 Penalty: 4051.428955
	Iteration 66Q: 3 clusters Score -389038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -389041.093750 Penalty: 4051.428955
	Iteration 67Q: 3 clusters Score -389041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -389041.406250 Penalty: 4051.428955
	Iteration 68Q: 3 clusters Score -389041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -389041.718750 Penalty: 4051.428955
	Iteration 69Q: 3 clusters Score -389041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -389041.718750 Penalty: 4051.428955
	Iteration 70F: 3 clusters Score -389041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1091615.500000 Penalty: 2265.926758
	Iteration 0F: 2 clusters Score -1091616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1084370.500000 Penalty: 4531.853516
	Iteration 0F: 3 clusters Score -1084370 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1086584.000000 Penalty: 4531.853516
	Iteration 1F: 3 clusters Score -1086584 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1086967.875000 Penalty: 4531.853516
	Iteration 2F: 3 clusters Score -1086968 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1087357.625000 Penalty: 4531.853516
	Iteration 3F: 3 clusters Score -1087358 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1087706.125000 Penalty: 4531.853516
	Iteration 4F: 3 clusters Score -1087706 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1088102.125000 Penalty: 4531.853516
	Iteration 5F: 3 clusters Score -1088102 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1088607.250000 Penalty: 4531.853516
	Iteration 6F: 3 clusters Score -1088607 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1089140.375000 Penalty: 4531.853516
	Iteration 7F: 3 clusters Score -1089140 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1089607.000000 Penalty: 4531.853516
	Iteration 8F: 3 clusters Score -1089607 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1089912.625000 Penalty: 4531.853516
	Iteration 9Q: 3 clusters Score -1089913 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1090120.250000 Penalty: 4531.853516
	Iteration 10Q: 3 clusters Score -1090120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1090243.500000 Penalty: 4531.853516
	Iteration 11Q: 3 clusters Score -1090244 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1090319.625000 Penalty: 4531.853516
	Iteration 12Q: 3 clusters Score -1090320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1090372.625000 Penalty: 4531.853516
	Iteration 13Q: 3 clusters Score -1090373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1090412.500000 Penalty: 4531.853516
	Iteration 14Q: 3 clusters Score -1090412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1090451.625000 Penalty: 4531.853516
	Iteration 15Q: 3 clusters Score -1090452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1090482.750000 Penalty: 4531.853516
	Iteration 16Q: 3 clusters Score -1090483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1090505.750000 Penalty: 4531.853516
	Iteration 17Q: 3 clusters Score -1090506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1090519.750000 Penalty: 4531.853516
	Iteration 18Q: 3 clusters Score -1090520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1090543.500000 Penalty: 4531.853516
	Iteration 19Q: 3 clusters Score -1090544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1090564.000000 Penalty: 4531.853516
	Iteration 20F: 3 clusters Score -1090564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1090579.125000 Penalty: 4531.853516
	Iteration 21Q: 3 clusters Score -1090579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1090594.500000 Penalty: 4531.853516
	Iteration 22Q: 3 clusters Score -1090594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1090603.750000 Penalty: 4531.853516
	Iteration 23Q: 3 clusters Score -1090604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1090609.500000 Penalty: 4531.853516
	Iteration 24Q: 3 clusters Score -1090610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1090613.375000 Penalty: 4531.853516
	Iteration 25Q: 3 clusters Score -1090613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1090618.000000 Penalty: 4531.853516
	Iteration 26Q: 3 clusters Score -1090618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1090626.375000 Penalty: 4531.853516
	Iteration 27Q: 3 clusters Score -1090626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1090640.125000 Penalty: 4531.853516
	Iteration 28Q: 3 clusters Score -1090640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1090649.500000 Penalty: 4531.853516
	Iteration 29Q: 3 clusters Score -1090650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1090662.500000 Penalty: 4531.853516
	Iteration 30Q: 3 clusters Score -1090662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1090679.125000 Penalty: 4531.853516
	Iteration 31Q: 3 clusters Score -1090679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1090694.250000 Penalty: 4531.853516
	Iteration 32Q: 3 clusters Score -1090694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1090711.250000 Penalty: 4531.853516
	Iteration 33Q: 3 clusters Score -1090711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1090726.375000 Penalty: 4531.853516
	Iteration 34Q: 3 clusters Score -1090726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1090736.625000 Penalty: 4531.853516
	Iteration 35Q: 3 clusters Score -1090737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1090743.125000 Penalty: 4531.853516
	Iteration 36Q: 3 clusters Score -1090743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1090749.875000 Penalty: 4531.853516
	Iteration 37Q: 3 clusters Score -1090750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1090751.250000 Penalty: 4531.853516
	Iteration 38Q: 3 clusters Score -1090751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1090759.250000 Penalty: 4531.853516
	Iteration 39Q: 3 clusters Score -1090759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1090766.000000 Penalty: 4531.853516
	Iteration 40F: 3 clusters Score -1090766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1090780.625000 Penalty: 4531.853516
	Iteration 41Q: 3 clusters Score -1090781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1090788.875000 Penalty: 4531.853516
	Iteration 42Q: 3 clusters Score -1090789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1090798.750000 Penalty: 4531.853516
	Iteration 43Q: 3 clusters Score -1090799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1090804.375000 Penalty: 4531.853516
	Iteration 44Q: 3 clusters Score -1090804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1090808.625000 Penalty: 4531.853516
	Iteration 45Q: 3 clusters Score -1090809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1090806.750000 Penalty: 4531.853516
	Iteration 46Q: 3 clusters Score -1090807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1090810.750000 Penalty: 4531.853516
	Iteration 47Q: 3 clusters Score -1090811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1090811.375000 Penalty: 4531.853516
	Iteration 48Q: 3 clusters Score -1090811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1090813.375000 Penalty: 4531.853516
	Iteration 49Q: 3 clusters Score -1090813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1090815.375000 Penalty: 4531.853516
	Iteration 50Q: 3 clusters Score -1090815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1090815.125000 Penalty: 4531.853516
	Iteration 51Q: 3 clusters Score -1090815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1090815.125000 Penalty: 4531.853516
	Iteration 52F: 3 clusters Score -1090815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -532834.500000 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -532834.5 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 2341 members 
Entering Unmasked Estep 
Score: -528608.937500 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -528608.9 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -529677.062500 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -529677.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -529915.562500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -529915.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -530079.187500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -530079.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -530168.625000 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -530168.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -530252.687500 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -530252.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530339.062500 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -530339.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -530438.375000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -530438.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -530537.500000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -530537.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -530640.062500 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -530640.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -530771.312500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -530771.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -530975.812500 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -530975.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -531227.000000 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -531227 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -531531.062500 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -531531.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -531794.875000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -531794.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -531952.562500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -531952.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -532032.062500 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -532032.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -532089.312500 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -532089.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -532138.562500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -532138.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -532181.687500 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -532181.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -532220.250000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -532220.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -532258.750000 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -532258.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -532286.187500 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -532286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -532314.937500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -532314.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -532344.687500 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -532344.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -532369.312500 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -532369.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -532386.312500 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -532386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -532390.625000 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -532390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -532396.687500 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -532396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -532398.687500 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -532398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -532399.687500 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -532399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -532403.937500 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -532403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -532404.812500 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -532404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -532404.812500 Penalty: 4185.751465
	Iteration 33F: 3 clusters Score -532404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -247309.406250 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -247309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -244547.421875 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -244547.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245048.015625 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -245048 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -245186.484375 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -245186.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245275.156250 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -245275.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -245339.031250 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -245339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -245378.046875 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -245378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -245412.484375 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -245412.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -245443.609375 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -245443.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245463.828125 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -245463.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -245481.343750 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -245481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245496.734375 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -245496.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245512.312500 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -245512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -245522.734375 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -245522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -245527.593750 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -245527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -245532.921875 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -245532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -245539.812500 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -245539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -245543.781250 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -245543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245548.937500 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -245548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -245552.062500 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -245552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -245557.078125 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -245557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -245561.468750 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -245561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -245565.078125 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -245565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245568.171875 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -245568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -245570.203125 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -245570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -245570.843750 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -245570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245572.484375 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -245572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -245574.125000 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -245574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -245575.609375 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -245575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -245576.468750 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -245576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -245579.156250 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -245579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -245582.187500 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -245582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245583.281250 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -245583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245583.281250 Penalty: 3815.514648
	Iteration 32F: 3 clusters Score -245583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -845402.000000 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -845402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -839444.125000 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -839444.1 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -841050.687500 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -841050.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -841321.687500 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -841321.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -841471.812500 Penalty: 4410.462402
	Iteration 3F: 3 clusters Score -841471.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841564.500000 Penalty: 4410.462402
	Iteration 4Q: 3 clusters Score -841564.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -841627.500000 Penalty: 4410.462402
	Iteration 5Q: 3 clusters Score -841627.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -841672.062500 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -841672.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -841709.375000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -841709.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -841736.250000 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -841736.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -841754.437500 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -841754.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -841771.750000 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -841771.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -841794.500000 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -841794.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -841829.875000 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -841829.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -841870.750000 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -841870.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -841930.187500 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -841930.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -841994.125000 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -841994.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -842069.812500 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -842069.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -842154.125000 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -842154.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -842264.187500 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -842264.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -842381.875000 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -842381.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -842499.375000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -842499.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -842646.812500 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -842646.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -842796.812500 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -842796.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -842951.437500 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -842951.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -843070.625000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -843070.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -843175.250000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -843175.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -843273.437500 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -843273.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -843333.937500 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -843333.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -843391.250000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -843391.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -843450.062500 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -843450.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -843504.125000 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -843504.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -843548.875000 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -843548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -843575.062500 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -843575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -843587.625000 Penalty: 4410.462402
	Iteration 33Q: 3 clusters Score -843587.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -843601.687500 Penalty: 4410.462402
	Iteration 34Q: 3 clusters Score -843601.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -843610.375000 Penalty: 4410.462402
	Iteration 35Q: 3 clusters Score -843610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -843621.500000 Penalty: 4410.462402
	Iteration 36Q: 3 clusters Score -843621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -843627.312500 Penalty: 4410.462402
	Iteration 37Q: 3 clusters Score -843627.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -843636.437500 Penalty: 4410.462402
	Iteration 38Q: 3 clusters Score -843636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -843640.875000 Penalty: 4410.462402
	Iteration 39Q: 3 clusters Score -843640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -843644.125000 Penalty: 4410.462402
	Iteration 40F: 3 clusters Score -843644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -843645.187500 Penalty: 4410.462402
	Iteration 41Q: 3 clusters Score -843645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -843652.812500 Penalty: 4410.462402
	Iteration 42Q: 3 clusters Score -843652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -843655.187500 Penalty: 4410.462402
	Iteration 43Q: 3 clusters Score -843655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -843659.750000 Penalty: 4410.462402
	Iteration 44Q: 3 clusters Score -843659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -843661.250000 Penalty: 4410.462402
	Iteration 45Q: 3 clusters Score -843661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -843663.750000 Penalty: 4410.462402
	Iteration 46Q: 3 clusters Score -843663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -843665.062500 Penalty: 4410.462402
	Iteration 47Q: 3 clusters Score -843665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -843664.750000 Penalty: 4410.462402
	Iteration 48Q: 3 clusters Score -843664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -843664.062500 Penalty: 4410.462402
	Iteration 49Q: 3 clusters Score -843664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -843664.062500 Penalty: 4410.462402
	Iteration 50F: 3 clusters Score -843664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -300268.593750 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -300268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -297280.687500 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -297280.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -297976.687500 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -297976.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -298226.156250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -298226.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298361.625000 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -298361.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -298451.156250 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -298451.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -298526.843750 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -298526.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298582.843750 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -298582.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298636.218750 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -298636.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298681.937500 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -298681.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -298724.218750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -298724.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -298776.187500 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -298776.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298832.500000 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -298832.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -298877.843750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -298877.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -298911.312500 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -298911.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -298937.218750 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -298937.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -298963.781250 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -298963.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -298981.875000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -298981.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -298997.125000 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -298997.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -299010.843750 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -299010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -299016.562500 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -299016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299025.343750 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -299025.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -299033.625000 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -299033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299039.406250 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -299039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299044.000000 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -299044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -299047.937500 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -299047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -299052.531250 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -299052.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -299058.437500 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -299058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -299063.000000 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -299063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299065.500000 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -299065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -299070.250000 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -299070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -299075.718750 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -299075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -299079.343750 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -299079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -299082.343750 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -299082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -299083.843750 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -299083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -299085.843750 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -299085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -299089.031250 Penalty: 3900.752197
	Iteration 35Q: 3 clusters Score -299089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -299090.843750 Penalty: 3900.752197
	Iteration 36Q: 3 clusters Score -299090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -299091.531250 Penalty: 3900.752197
	Iteration 37Q: 3 clusters Score -299091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -299091.531250 Penalty: 3900.752197
	Iteration 38F: 3 clusters Score -299091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -407763.562500 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -407763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -404177.000000 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -404177 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -404923.750000 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -404923.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -405074.593750 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -405074.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -405172.062500 Penalty: 4053.253418
	Iteration 3Q: 3 clusters Score -405172.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -405225.843750 Penalty: 4053.253418
	Iteration 4Q: 3 clusters Score -405225.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -405267.500000 Penalty: 4053.253418
	Iteration 5Q: 3 clusters Score -405267.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -405301.312500 Penalty: 4053.253418
	Iteration 6Q: 3 clusters Score -405301.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -405333.375000 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -405333.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -405370.968750 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -405371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -405406.593750 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -405406.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -405430.593750 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -405430.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -405458.000000 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -405458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -405488.531250 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -405488.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -405526.000000 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -405526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -405554.437500 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -405554.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -405578.687500 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -405578.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -405601.218750 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -405601.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -405620.343750 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -405620.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -405648.812500 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -405648.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -405674.718750 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -405674.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405704.062500 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -405704.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -405731.843750 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -405731.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -405760.593750 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -405760.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -405790.125000 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -405790.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -405814.375000 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -405814.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -405831.687500 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -405831.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -405852.937500 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -405852.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -405870.406250 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -405870.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -405888.843750 Penalty: 4053.253418
	Iteration 28Q: 3 clusters Score -405888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -405902.656250 Penalty: 4053.253418
	Iteration 29Q: 3 clusters Score -405902.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -405914.906250 Penalty: 4053.253418
	Iteration 30Q: 3 clusters Score -405914.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -405931.062500 Penalty: 4053.253418
	Iteration 31Q: 3 clusters Score -405931.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -405943.062500 Penalty: 4053.253418
	Iteration 32Q: 3 clusters Score -405943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -405954.187500 Penalty: 4053.253418
	Iteration 33Q: 3 clusters Score -405954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -405964.812500 Penalty: 4053.253418
	Iteration 34Q: 3 clusters Score -405964.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -405973.406250 Penalty: 4053.253418
	Iteration 35Q: 3 clusters Score -405973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -405978.312500 Penalty: 4053.253418
	Iteration 36Q: 3 clusters Score -405978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -405982.843750 Penalty: 4053.253418
	Iteration 37Q: 3 clusters Score -405982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -405988.062500 Penalty: 4053.253418
	Iteration 38Q: 3 clusters Score -405988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -405993.875000 Penalty: 4053.253418
	Iteration 39Q: 3 clusters Score -405993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -405998.343750 Penalty: 4053.253418
	Iteration 40F: 3 clusters Score -405998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -406001.343750 Penalty: 4053.253418
	Iteration 41Q: 3 clusters Score -406001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -406004.562500 Penalty: 4053.253418
	Iteration 42Q: 3 clusters Score -406004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -406009.218750 Penalty: 4053.253418
	Iteration 43Q: 3 clusters Score -406009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -406010.156250 Penalty: 4053.253418
	Iteration 44Q: 3 clusters Score -406010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -406012.718750 Penalty: 4053.253418
	Iteration 45Q: 3 clusters Score -406012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -406013.531250 Penalty: 4053.253418
	Iteration 46Q: 3 clusters Score -406013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -406017.125000 Penalty: 4053.253418
	Iteration 47Q: 3 clusters Score -406017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -406017.250000 Penalty: 4053.253418
	Iteration 48Q: 3 clusters Score -406017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -406017.250000 Penalty: 4053.253418
	Iteration 49F: 3 clusters Score -406017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1139607.000000 Penalty: 2286.411133
	Iteration 0F: 2 clusters Score -1139607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1131866.125000 Penalty: 4572.822266
	Iteration 0F: 3 clusters Score -1131866 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1134241.750000 Penalty: 4572.822266
	Iteration 1F: 3 clusters Score -1134242 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1134700.375000 Penalty: 4572.822266
	Iteration 2F: 3 clusters Score -1134700 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1135105.375000 Penalty: 4572.822266
	Iteration 3F: 3 clusters Score -1135105 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1135562.375000 Penalty: 4572.822266
	Iteration 4F: 3 clusters Score -1135562 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1136137.875000 Penalty: 4572.822266
	Iteration 5F: 3 clusters Score -1136138 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1136685.000000 Penalty: 4572.822266
	Iteration 6F: 3 clusters Score -1136685 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1137168.625000 Penalty: 4572.822266
	Iteration 7F: 3 clusters Score -1137169 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1137582.875000 Penalty: 4572.822266
	Iteration 8F: 3 clusters Score -1137583 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1137938.375000 Penalty: 4572.822266
	Iteration 9Q: 3 clusters Score -1137938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1138192.375000 Penalty: 4572.822266
	Iteration 10Q: 3 clusters Score -1138192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1138401.750000 Penalty: 4572.822266
	Iteration 11Q: 3 clusters Score -1138402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1138559.625000 Penalty: 4572.822266
	Iteration 12Q: 3 clusters Score -1138560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1138692.875000 Penalty: 4572.822266
	Iteration 13Q: 3 clusters Score -1138693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1138776.500000 Penalty: 4572.822266
	Iteration 14Q: 3 clusters Score -1138776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1138841.250000 Penalty: 4572.822266
	Iteration 15Q: 3 clusters Score -1138841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1138886.625000 Penalty: 4572.822266
	Iteration 16Q: 3 clusters Score -1138887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1138907.375000 Penalty: 4572.822266
	Iteration 17Q: 3 clusters Score -1138907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1138919.125000 Penalty: 4572.822266
	Iteration 18Q: 3 clusters Score -1138919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1138930.125000 Penalty: 4572.822266
	Iteration 19Q: 3 clusters Score -1138930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1138936.500000 Penalty: 4572.822266
	Iteration 20F: 3 clusters Score -1138936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1138942.500000 Penalty: 4572.822266
	Iteration 21Q: 3 clusters Score -1138942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1138942.500000 Penalty: 4572.822266
	Iteration 22Q: 3 clusters Score -1138942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1138944.875000 Penalty: 4572.822266
	Iteration 23Q: 3 clusters Score -1138945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1138948.375000 Penalty: 4572.822266
	Iteration 24Q: 3 clusters Score -1138948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1138949.625000 Penalty: 4572.822266
	Iteration 25Q: 3 clusters Score -1138950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1138948.250000 Penalty: 4572.822266
	Iteration 26Q: 3 clusters Score -1138948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1138951.875000 Penalty: 4572.822266
	Iteration 27Q: 3 clusters Score -1138952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1138952.875000 Penalty: 4572.822266
	Iteration 28Q: 3 clusters Score -1138953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1138952.625000 Penalty: 4572.822266
	Iteration 29Q: 3 clusters Score -1138953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1138952.250000 Penalty: 4572.822266
	Iteration 30Q: 3 clusters Score -1138952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1138957.625000 Penalty: 4572.822266
	Iteration 31Q: 3 clusters Score -1138958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1138957.875000 Penalty: 4572.822266
	Iteration 32Q: 3 clusters Score -1138958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1138957.000000 Penalty: 4572.822266
	Iteration 33Q: 3 clusters Score -1138957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1138955.750000 Penalty: 4572.822266
	Iteration 34Q: 3 clusters Score -1138956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1138958.125000 Penalty: 4572.822266
	Iteration 35Q: 3 clusters Score -1138958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1138956.250000 Penalty: 4572.822266
	Iteration 36Q: 3 clusters Score -1138956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1138956.500000 Penalty: 4572.822266
	Iteration 37Q: 3 clusters Score -1138956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1138959.250000 Penalty: 4572.822266
	Iteration 38Q: 3 clusters Score -1138959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1138958.625000 Penalty: 4572.822266
	Iteration 39Q: 3 clusters Score -1138959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1138959.875000 Penalty: 4572.822266
	Iteration 40F: 3 clusters Score -1138960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1138959.750000 Penalty: 4572.822266
	Iteration 41Q: 3 clusters Score -1138960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1138959.750000 Penalty: 4572.822266
	Iteration 42F: 3 clusters Score -1138960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -269259.468750 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -269259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -266331.968750 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -266332 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -267036.656250 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -267036.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267290.468750 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -267290.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267499.187500 Penalty: 3901.133301
	Iteration 3F: 3 clusters Score -267499.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -267664.812500 Penalty: 3901.133301
	Iteration 4F: 3 clusters Score -267664.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267781.218750 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -267781.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -267864.937500 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -267864.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -267929.375000 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -267929.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267968.281250 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -267968.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -268001.718750 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -268001.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -268029.812500 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -268029.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -268053.250000 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -268053.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -268073.562500 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -268073.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -268093.187500 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -268093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -268110.093750 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -268110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268128.406250 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -268128.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -268143.187500 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -268143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -268152.375000 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -268152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268160.406250 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -268160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -268175.000000 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -268175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -268201.812500 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -268201.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -268227.781250 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -268227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -268261.562500 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -268261.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -268287.875000 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -268287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -268306.250000 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -268306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268316.875000 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -268316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268321.187500 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -268321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -268332.750000 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -268332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -268355.218750 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -268355.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -268381.781250 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -268381.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -268401.812500 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -268401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -268420.156250 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -268420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -268440.687500 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -268440.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -268453.375000 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -268453.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -268463.000000 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -268463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -268472.718750 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -268472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -268478.437500 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -268478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268485.968750 Penalty: 3901.133301
	Iteration 37Q: 3 clusters Score -268486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -268491.750000 Penalty: 3901.133301
	Iteration 38Q: 3 clusters Score -268491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -268501.968750 Penalty: 3901.133301
	Iteration 39Q: 3 clusters Score -268502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268515.343750 Penalty: 3901.133301
	Iteration 40F: 3 clusters Score -268515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268526.500000 Penalty: 3901.133301
	Iteration 41Q: 3 clusters Score -268526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -268532.562500 Penalty: 3901.133301
	Iteration 42Q: 3 clusters Score -268532.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -268537.187500 Penalty: 3901.133301
	Iteration 43Q: 3 clusters Score -268537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268540.593750 Penalty: 3901.133301
	Iteration 44Q: 3 clusters Score -268540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268541.531250 Penalty: 3901.133301
	Iteration 45Q: 3 clusters Score -268541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -268543.250000 Penalty: 3901.133301
	Iteration 46Q: 3 clusters Score -268543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -268545.781250 Penalty: 3901.133301
	Iteration 47Q: 3 clusters Score -268545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268549.187500 Penalty: 3901.133301
	Iteration 48Q: 3 clusters Score -268549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268551.062500 Penalty: 3901.133301
	Iteration 49Q: 3 clusters Score -268551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268553.406250 Penalty: 3901.133301
	Iteration 50Q: 3 clusters Score -268553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268556.375000 Penalty: 3901.133301
	Iteration 51Q: 3 clusters Score -268556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268557.281250 Penalty: 3901.133301
	Iteration 52Q: 3 clusters Score -268557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268557.281250 Penalty: 3901.133301
	Iteration 53F: 3 clusters Score -268557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -425622.875000 Penalty: 2044.138184
	Iteration 0F: 2 clusters Score -425622.9 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 1961 members 
Entering Unmasked Estep 
Score: -421863.218750 Penalty: 4088.276367
	Iteration 0F: 3 clusters Score -421863.2 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -422790.593750 Penalty: 4088.276367
	Iteration 1F: 3 clusters Score -422790.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -423023.656250 Penalty: 4088.276367
	Iteration 2F: 3 clusters Score -423023.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -423158.718750 Penalty: 4088.276367
	Iteration 3F: 3 clusters Score -423158.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -423264.843750 Penalty: 4088.276367
	Iteration 4Q: 3 clusters Score -423264.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -423349.781250 Penalty: 4088.276367
	Iteration 5Q: 3 clusters Score -423349.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -423417.562500 Penalty: 4088.276367
	Iteration 6Q: 3 clusters Score -423417.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -423481.781250 Penalty: 4088.276367
	Iteration 7Q: 3 clusters Score -423481.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -423564.875000 Penalty: 4088.276367
	Iteration 8Q: 3 clusters Score -423564.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -423647.875000 Penalty: 4088.276367
	Iteration 9Q: 3 clusters Score -423647.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -423744.656250 Penalty: 4088.276367
	Iteration 10Q: 3 clusters Score -423744.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423839.218750 Penalty: 4088.276367
	Iteration 11Q: 3 clusters Score -423839.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -423905.812500 Penalty: 4088.276367
	Iteration 12Q: 3 clusters Score -423905.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -423978.156250 Penalty: 4088.276367
	Iteration 13Q: 3 clusters Score -423978.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -424039.000000 Penalty: 4088.276367
	Iteration 14Q: 3 clusters Score -424039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -424091.656250 Penalty: 4088.276367
	Iteration 15Q: 3 clusters Score -424091.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -424136.125000 Penalty: 4088.276367
	Iteration 16Q: 3 clusters Score -424136.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -424164.343750 Penalty: 4088.276367
	Iteration 17Q: 3 clusters Score -424164.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -424185.343750 Penalty: 4088.276367
	Iteration 18Q: 3 clusters Score -424185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -424198.656250 Penalty: 4088.276367
	Iteration 19Q: 3 clusters Score -424198.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -424205.031250 Penalty: 4088.276367
	Iteration 20F: 3 clusters Score -424205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -424211.375000 Penalty: 4088.276367
	Iteration 21Q: 3 clusters Score -424211.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -424220.281250 Penalty: 4088.276367
	Iteration 22Q: 3 clusters Score -424220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -424227.281250 Penalty: 4088.276367
	Iteration 23Q: 3 clusters Score -424227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -424235.531250 Penalty: 4088.276367
	Iteration 24Q: 3 clusters Score -424235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -424240.812500 Penalty: 4088.276367
	Iteration 25Q: 3 clusters Score -424240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -424244.468750 Penalty: 4088.276367
	Iteration 26Q: 3 clusters Score -424244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -424247.937500 Penalty: 4088.276367
	Iteration 27Q: 3 clusters Score -424247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -424251.187500 Penalty: 4088.276367
	Iteration 28Q: 3 clusters Score -424251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -424257.312500 Penalty: 4088.276367
	Iteration 29Q: 3 clusters Score -424257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -424260.687500 Penalty: 4088.276367
	Iteration 30Q: 3 clusters Score -424260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -424262.656250 Penalty: 4088.276367
	Iteration 31Q: 3 clusters Score -424262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -424268.031250 Penalty: 4088.276367
	Iteration 32Q: 3 clusters Score -424268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -424275.687500 Penalty: 4088.276367
	Iteration 33Q: 3 clusters Score -424275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -424279.906250 Penalty: 4088.276367
	Iteration 34Q: 3 clusters Score -424279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -424284.437500 Penalty: 4088.276367
	Iteration 35Q: 3 clusters Score -424284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -424289.468750 Penalty: 4088.276367
	Iteration 36Q: 3 clusters Score -424289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -424297.156250 Penalty: 4088.276367
	Iteration 37Q: 3 clusters Score -424297.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -424306.500000 Penalty: 4088.276367
	Iteration 38Q: 3 clusters Score -424306.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -424318.875000 Penalty: 4088.276367
	Iteration 39Q: 3 clusters Score -424318.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -424325.093750 Penalty: 4088.276367
	Iteration 40F: 3 clusters Score -424325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -424329.906250 Penalty: 4088.276367
	Iteration 41Q: 3 clusters Score -424329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -424331.593750 Penalty: 4088.276367
	Iteration 42Q: 3 clusters Score -424331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -424333.312500 Penalty: 4088.276367
	Iteration 43Q: 3 clusters Score -424333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -424335.062500 Penalty: 4088.276367
	Iteration 44Q: 3 clusters Score -424335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -424335.062500 Penalty: 4088.276367
	Iteration 45F: 3 clusters Score -424335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -637858.625000 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -637858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -633046.812500 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -633046.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -634231.125000 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -634231.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -634477.375000 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -634477.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -634646.250000 Penalty: 4264.717285
	Iteration 3F: 3 clusters Score -634646.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -634761.000000 Penalty: 4264.717285
	Iteration 4Q: 3 clusters Score -634761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -634830.500000 Penalty: 4264.717285
	Iteration 5Q: 3 clusters Score -634830.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -634879.750000 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -634879.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -634929.500000 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -634929.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -634978.375000 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -634978.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -635022.000000 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -635022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -635065.875000 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -635065.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -635107.250000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -635107.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -635146.937500 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -635146.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -635188.937500 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -635188.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -635236.500000 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -635236.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -635285.812500 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -635285.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -635318.437500 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -635318.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -635348.937500 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -635348.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -635372.062500 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -635372.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -635388.562500 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -635388.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -635401.375000 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -635401.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -635415.875000 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -635415.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -635435.750000 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -635435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -635455.250000 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -635455.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -635483.062500 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -635483.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -635514.625000 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -635514.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -635553.000000 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -635553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -635594.937500 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -635594.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -635646.562500 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -635646.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -635704.750000 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -635704.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -635761.937500 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -635761.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -635802.250000 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -635802.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -635834.062500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -635834.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -635870.750000 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -635870.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -635902.000000 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -635902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -635931.250000 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -635931.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -635963.000000 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -635963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -636002.312500 Penalty: 4264.717285
	Iteration 37Q: 3 clusters Score -636002.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -636054.625000 Penalty: 4264.717285
	Iteration 38Q: 3 clusters Score -636054.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -636098.437500 Penalty: 4264.717285
	Iteration 39Q: 3 clusters Score -636098.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -636141.062500 Penalty: 4264.717285
	Iteration 40F: 3 clusters Score -636141.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -636182.875000 Penalty: 4264.717285
	Iteration 41Q: 3 clusters Score -636182.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -636216.750000 Penalty: 4264.717285
	Iteration 42Q: 3 clusters Score -636216.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -636240.250000 Penalty: 4264.717285
	Iteration 43Q: 3 clusters Score -636240.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -636259.000000 Penalty: 4264.717285
	Iteration 44Q: 3 clusters Score -636259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -636276.062500 Penalty: 4264.717285
	Iteration 45Q: 3 clusters Score -636276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -636296.125000 Penalty: 4264.717285
	Iteration 46Q: 3 clusters Score -636296.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -636309.062500 Penalty: 4264.717285
	Iteration 47Q: 3 clusters Score -636309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -636324.000000 Penalty: 4264.717285
	Iteration 48Q: 3 clusters Score -636324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -636338.437500 Penalty: 4264.717285
	Iteration 49Q: 3 clusters Score -636338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -636349.812500 Penalty: 4264.717285
	Iteration 50Q: 3 clusters Score -636349.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -636364.187500 Penalty: 4264.717285
	Iteration 51Q: 3 clusters Score -636364.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -636379.625000 Penalty: 4264.717285
	Iteration 52Q: 3 clusters Score -636379.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -636392.000000 Penalty: 4264.717285
	Iteration 53Q: 3 clusters Score -636392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -636396.125000 Penalty: 4264.717285
	Iteration 54Q: 3 clusters Score -636396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -636406.812500 Penalty: 4264.717285
	Iteration 55Q: 3 clusters Score -636406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -636411.687500 Penalty: 4264.717285
	Iteration 56Q: 3 clusters Score -636411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -636415.062500 Penalty: 4264.717285
	Iteration 57Q: 3 clusters Score -636415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -636419.125000 Penalty: 4264.717285
	Iteration 58Q: 3 clusters Score -636419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -636423.375000 Penalty: 4264.717285
	Iteration 59Q: 3 clusters Score -636423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -636425.937500 Penalty: 4264.717285
	Iteration 60F: 3 clusters Score -636425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -636431.812500 Penalty: 4264.717285
	Iteration 61Q: 3 clusters Score -636431.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -636433.375000 Penalty: 4264.717285
	Iteration 62Q: 3 clusters Score -636433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -636437.312500 Penalty: 4264.717285
	Iteration 63Q: 3 clusters Score -636437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -636438.500000 Penalty: 4264.717285
	Iteration 64Q: 3 clusters Score -636438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -636439.750000 Penalty: 4264.717285
	Iteration 65Q: 3 clusters Score -636439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -636442.187500 Penalty: 4264.717285
	Iteration 66Q: 3 clusters Score -636442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -636443.937500 Penalty: 4264.717285
	Iteration 67Q: 3 clusters Score -636443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -636445.375000 Penalty: 4264.717285
	Iteration 68Q: 3 clusters Score -636445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -636449.000000 Penalty: 4264.717285
	Iteration 69Q: 3 clusters Score -636449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -636451.125000 Penalty: 4264.717285
	Iteration 70Q: 3 clusters Score -636451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -636453.750000 Penalty: 4264.717285
	Iteration 71Q: 3 clusters Score -636453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -636453.875000 Penalty: 4264.717285
	Iteration 72Q: 3 clusters Score -636453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -636455.000000 Penalty: 4264.717285
	Iteration 73Q: 3 clusters Score -636455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -636455.125000 Penalty: 4264.717285
	Iteration 74Q: 3 clusters Score -636455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -636456.000000 Penalty: 4264.717285
	Iteration 75Q: 3 clusters Score -636456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -636456.000000 Penalty: 4264.717285
	Iteration 76F: 3 clusters Score -636456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Entering Unmasked Estep 
Score: -1070285.250000 Penalty: 2261.618652
	Iteration 0F: 2 clusters Score -1070285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1063120.875000 Penalty: 4523.237305
	Iteration 0F: 3 clusters Score -1063121 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1065181.000000 Penalty: 4523.237305
	Iteration 1F: 3 clusters Score -1065181 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1065507.250000 Penalty: 4523.237305
	Iteration 2F: 3 clusters Score -1065507 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1065747.750000 Penalty: 4523.237305
	Iteration 3F: 3 clusters Score -1065748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1065970.500000 Penalty: 4523.237305
	Iteration 4Q: 3 clusters Score -1065970 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1066215.750000 Penalty: 4523.237305
	Iteration 5Q: 3 clusters Score -1066216 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1066491.125000 Penalty: 4523.237305
	Iteration 6Q: 3 clusters Score -1066491 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1066763.125000 Penalty: 4523.237305
	Iteration 7Q: 3 clusters Score -1066763 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1067018.625000 Penalty: 4523.237305
	Iteration 8Q: 3 clusters Score -1067019 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1067288.875000 Penalty: 4523.237305
	Iteration 9Q: 3 clusters Score -1067289 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1067527.125000 Penalty: 4523.237305
	Iteration 10Q: 3 clusters Score -1067527 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1067751.375000 Penalty: 4523.237305
	Iteration 11Q: 3 clusters Score -1067751 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1067934.000000 Penalty: 4523.237305
	Iteration 12Q: 3 clusters Score -1067934 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1068125.750000 Penalty: 4523.237305
	Iteration 13Q: 3 clusters Score -1068126 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1068354.750000 Penalty: 4523.237305
	Iteration 14Q: 3 clusters Score -1068355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1068594.875000 Penalty: 4523.237305
	Iteration 15Q: 3 clusters Score -1068595 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1068850.625000 Penalty: 4523.237305
	Iteration 16Q: 3 clusters Score -1068851 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1069073.250000 Penalty: 4523.237305
	Iteration 17Q: 3 clusters Score -1069073 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1069285.375000 Penalty: 4523.237305
	Iteration 18Q: 3 clusters Score -1069285 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1069430.875000 Penalty: 4523.237305
	Iteration 19Q: 3 clusters Score -1069431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1069532.375000 Penalty: 4523.237305
	Iteration 20F: 3 clusters Score -1069532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1069612.625000 Penalty: 4523.237305
	Iteration 21Q: 3 clusters Score -1069613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1069690.125000 Penalty: 4523.237305
	Iteration 22Q: 3 clusters Score -1069690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1069743.875000 Penalty: 4523.237305
	Iteration 23Q: 3 clusters Score -1069744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1069779.625000 Penalty: 4523.237305
	Iteration 24Q: 3 clusters Score -1069780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1069809.750000 Penalty: 4523.237305
	Iteration 25Q: 3 clusters Score -1069810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1069835.375000 Penalty: 4523.237305
	Iteration 26Q: 3 clusters Score -1069835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1069855.250000 Penalty: 4523.237305
	Iteration 27Q: 3 clusters Score -1069855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1069864.875000 Penalty: 4523.237305
	Iteration 28Q: 3 clusters Score -1069865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1069878.750000 Penalty: 4523.237305
	Iteration 29Q: 3 clusters Score -1069879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1069892.750000 Penalty: 4523.237305
	Iteration 30Q: 3 clusters Score -1069893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1069900.000000 Penalty: 4523.237305
	Iteration 31Q: 3 clusters Score -1069900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1069901.875000 Penalty: 4523.237305
	Iteration 32Q: 3 clusters Score -1069902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1069906.625000 Penalty: 4523.237305
	Iteration 33Q: 3 clusters Score -1069907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1069912.875000 Penalty: 4523.237305
	Iteration 34Q: 3 clusters Score -1069913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1069917.750000 Penalty: 4523.237305
	Iteration 35Q: 3 clusters Score -1069918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1069916.125000 Penalty: 4523.237305
	Iteration 36Q: 3 clusters Score -1069916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1069920.625000 Penalty: 4523.237305
	Iteration 37Q: 3 clusters Score -1069921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1069920.875000 Penalty: 4523.237305
	Iteration 38Q: 3 clusters Score -1069921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1069921.125000 Penalty: 4523.237305
	Iteration 39Q: 3 clusters Score -1069921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1069926.250000 Penalty: 4523.237305
	Iteration 40F: 3 clusters Score -1069926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1069930.000000 Penalty: 4523.237305
	Iteration 41Q: 3 clusters Score -1069930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1069933.000000 Penalty: 4523.237305
	Iteration 42Q: 3 clusters Score -1069933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1069937.375000 Penalty: 4523.237305
	Iteration 43Q: 3 clusters Score -1069937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1069941.500000 Penalty: 4523.237305
	Iteration 44Q: 3 clusters Score -1069942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1069952.750000 Penalty: 4523.237305
	Iteration 45Q: 3 clusters Score -1069953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1069959.125000 Penalty: 4523.237305
	Iteration 46Q: 3 clusters Score -1069959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1069964.750000 Penalty: 4523.237305
	Iteration 47Q: 3 clusters Score -1069965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1069973.500000 Penalty: 4523.237305
	Iteration 48Q: 3 clusters Score -1069974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1069980.875000 Penalty: 4523.237305
	Iteration 49Q: 3 clusters Score -1069981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1069991.375000 Penalty: 4523.237305
	Iteration 50Q: 3 clusters Score -1069991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1069995.250000 Penalty: 4523.237305
	Iteration 51Q: 3 clusters Score -1069995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1069999.750000 Penalty: 4523.237305
	Iteration 52Q: 3 clusters Score -1070000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1070002.500000 Penalty: 4523.237305
	Iteration 53Q: 3 clusters Score -1070002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1070004.250000 Penalty: 4523.237305
	Iteration 54Q: 3 clusters Score -1070004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1070007.625000 Penalty: 4523.237305
	Iteration 55Q: 3 clusters Score -1070008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1070013.500000 Penalty: 4523.237305
	Iteration 56Q: 3 clusters Score -1070014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1070014.625000 Penalty: 4523.237305
	Iteration 57Q: 3 clusters Score -1070015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1070017.875000 Penalty: 4523.237305
	Iteration 58Q: 3 clusters Score -1070018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1070020.875000 Penalty: 4523.237305
	Iteration 59Q: 3 clusters Score -1070021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1070021.375000 Penalty: 4523.237305
	Iteration 60F: 3 clusters Score -1070021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1070019.625000 Penalty: 4523.237305
	Iteration 61Q: 3 clusters Score -1070020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1070022.875000 Penalty: 4523.237305
	Iteration 62Q: 3 clusters Score -1070023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1070022.875000 Penalty: 4523.237305
	Iteration 63F: 3 clusters Score -1070023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -298477.031250 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -298477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -295505.468750 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -295505.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296074.281250 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -296074.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296236.937500 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -296236.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -296326.906250 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -296326.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -296385.468750 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -296385.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296437.375000 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -296437.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -296486.593750 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -296486.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -296522.156250 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -296522.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296552.687500 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -296552.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296576.468750 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -296576.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -296614.312500 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -296614.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -296682.843750 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -296682.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -296806.531250 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -296806.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296976.125000 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -296976.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -297076.937500 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -297076.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -297151.875000 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -297151.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -297199.875000 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -297199.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -297230.218750 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -297230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297251.250000 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -297251.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -297264.781250 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -297264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -297270.812500 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -297270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297278.156250 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -297278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -297284.343750 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -297284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -297286.218750 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -297286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -297287.531250 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -297287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297289.062500 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -297289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297289.062500 Penalty: 3900.180420
	Iteration 26F: 3 clusters Score -297289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Entering Unmasked Estep 
Score: -8514454.000000 Penalty: 2770.920166
	Iteration 0F: 2 clusters Score -8514454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -8466551.000000 Penalty: 5541.840332
	Iteration 0F: 3 clusters Score -8466551 nChanged 33345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -8485243.000000 Penalty: 5541.840332
	Iteration 1F: 3 clusters Score -8485243 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -8485820.000000 Penalty: 5541.840332
	Iteration 2Q: 3 clusters Score -8485820 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8486458.000000 Penalty: 5541.840332
	Iteration 3Q: 3 clusters Score -8486458 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8487169.000000 Penalty: 5541.840332
	Iteration 4Q: 3 clusters Score -8487169 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -8488049.000000 Penalty: 5541.840332
	Iteration 5Q: 3 clusters Score -8488049 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8489444.000000 Penalty: 5541.840332
	Iteration 6Q: 3 clusters Score -8489444 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8491615.000000 Penalty: 5541.840332
	Iteration 7F: 3 clusters Score -8491615 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -8495280.000000 Penalty: 5541.840332
	Iteration 8F: 3 clusters Score -8495280 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -8500209.000000 Penalty: 5541.840332
	Iteration 9F: 3 clusters Score -8500209 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8505202.000000 Penalty: 5541.840332
	Iteration 10F: 3 clusters Score -8505202 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8508792.000000 Penalty: 5541.840332
	Iteration 11F: 3 clusters Score -8508792 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8510749.000000 Penalty: 5541.840332
	Iteration 12Q: 3 clusters Score -8510749 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8511539.000000 Penalty: 5541.840332
	Iteration 13Q: 3 clusters Score -8511539 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8511850.000000 Penalty: 5541.840332
	Iteration 14Q: 3 clusters Score -8511850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8511993.000000 Penalty: 5541.840332
	Iteration 15Q: 3 clusters Score -8511993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8512078.000000 Penalty: 5541.840332
	Iteration 16Q: 3 clusters Score -8512078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8512121.000000 Penalty: 5541.840332
	Iteration 17Q: 3 clusters Score -8512121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8512144.000000 Penalty: 5541.840332
	Iteration 18Q: 3 clusters Score -8512144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8512158.000000 Penalty: 5541.840332
	Iteration 19Q: 3 clusters Score -8512158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8512181.000000 Penalty: 5541.840332
	Iteration 20F: 3 clusters Score -8512181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8512187.000000 Penalty: 5541.840332
	Iteration 21Q: 3 clusters Score -8512187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8512215.000000 Penalty: 5541.840332
	Iteration 22Q: 3 clusters Score -8512215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8512226.000000 Penalty: 5541.840332
	Iteration 23Q: 3 clusters Score -8512226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8512236.000000 Penalty: 5541.840332
	Iteration 24Q: 3 clusters Score -8512236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8512240.000000 Penalty: 5541.840332
	Iteration 25Q: 3 clusters Score -8512240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8512239.000000 Penalty: 5541.840332
	Iteration 26Q: 3 clusters Score -8512239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8512241.000000 Penalty: 5541.840332
	Iteration 27Q: 3 clusters Score -8512241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8512243.000000 Penalty: 5541.840332
	Iteration 28Q: 3 clusters Score -8512243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8512244.000000 Penalty: 5541.840332
	Iteration 29Q: 3 clusters Score -8512244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8512244.000000 Penalty: 5541.840332
	Iteration 30F: 3 clusters Score -8512244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 78604 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66939 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 9291 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3799 members 
Mstep: Class 30 contains 5422 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036160.000000 Penalty: 105424.328125
Iteration 159Q: 34 clusters Score -4.503616e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 78578 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66938 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 9292 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3812 members 
Mstep: Class 30 contains 5421 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036228.000000 Penalty: 105424.328125
Iteration 160F: 34 clusters Score -4.503623e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 78545 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66940 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 9297 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 5422 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036204.000000 Penalty: 105424.328125
Iteration 161Q: 34 clusters Score -4.50362e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13979 members 
Mstep: Class 3 contains 78514 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12809 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66939 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 9300 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 3541 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3826 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 9137 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036216.000000 Penalty: 105424.328125
Iteration 162Q: 34 clusters Score -4.503622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 78487 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 5206 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66939 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 9297 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3834 members 
Mstep: Class 30 contains 5425 members 
Mstep: Class 31 contains 9138 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036228.000000 Penalty: 105424.328125
Iteration 163Q: 34 clusters Score -4.503623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 78464 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66940 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 9294 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 5429 members 
Mstep: Class 31 contains 9140 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 164Q: 34 clusters Score -4.503621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 78448 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66941 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 9290 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2606 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 3844 members 
Mstep: Class 30 contains 5430 members 
Mstep: Class 31 contains 9145 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036208.000000 Penalty: 105424.328125
Iteration 165Q: 34 clusters Score -4.503621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 78433 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2608 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 5430 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036240.000000 Penalty: 105424.328125
Iteration 166Q: 34 clusters Score -4.503624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 78423 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66943 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 3863 members 
Mstep: Class 30 contains 5430 members 
Mstep: Class 31 contains 9153 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036152.000000 Penalty: 105424.328125
Iteration 167Q: 34 clusters Score -4.503615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14030 members 
Mstep: Class 3 contains 78406 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66944 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 9268 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 3878 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 9151 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036192.000000 Penalty: 105424.328125
Iteration 168Q: 34 clusters Score -4.503619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14043 members 
Mstep: Class 3 contains 78386 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 66944 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 9259 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3547 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3890 members 
Mstep: Class 30 contains 5430 members 
Mstep: Class 31 contains 9150 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036196.000000 Penalty: 105424.328125
Iteration 169Q: 34 clusters Score -4.50362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14056 members 
Mstep: Class 3 contains 78368 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66943 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 9253 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3896 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036168.000000 Penalty: 105424.328125
Iteration 170Q: 34 clusters Score -4.503617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 78355 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12804 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 9249 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3549 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3904 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036172.000000 Penalty: 105424.328125
Iteration 171Q: 34 clusters Score -4.503617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 78337 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66941 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 9249 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2195 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 3910 members 
Mstep: Class 30 contains 5429 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036180.000000 Penalty: 105424.328125
Iteration 172Q: 34 clusters Score -4.503618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14075 members 
Mstep: Class 3 contains 78318 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66940 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 9249 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 3918 members 
Mstep: Class 30 contains 5432 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036180.000000 Penalty: 105424.328125
Iteration 173Q: 34 clusters Score -4.503618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 78302 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66939 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 21 contains 9248 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 3926 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 9145 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036232.000000 Penalty: 105424.328125
Iteration 174Q: 34 clusters Score -4.503623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14086 members 
Mstep: Class 3 contains 78284 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66940 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 9246 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 10092 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 3930 members 
Mstep: Class 30 contains 5437 members 
Mstep: Class 31 contains 9142 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 175Q: 34 clusters Score -4.503622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 78271 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66938 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 9245 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 3939 members 
Mstep: Class 30 contains 5438 members 
Mstep: Class 31 contains 9139 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036232.000000 Penalty: 105424.328125
Iteration 176Q: 34 clusters Score -4.503623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 78261 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 66933 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 9245 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3555 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 3941 members 
Mstep: Class 30 contains 5440 members 
Mstep: Class 31 contains 9141 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 177Q: 34 clusters Score -4.503621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 78254 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 3515 members 
Mstep: Class 21 contains 9243 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 3945 members 
Mstep: Class 30 contains 5439 members 
Mstep: Class 31 contains 9143 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 178Q: 34 clusters Score -4.503626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 78243 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 66933 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 9243 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 3948 members 
Mstep: Class 30 contains 5439 members 
Mstep: Class 31 contains 9143 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036308.000000 Penalty: 105424.328125
Iteration 179Q: 34 clusters Score -4.503631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 78233 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3562 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 3951 members 
Mstep: Class 30 contains 5440 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036292.000000 Penalty: 105424.328125
Iteration 180F: 34 clusters Score -4.503629e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 78223 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 66930 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 3955 members 
Mstep: Class 30 contains 5443 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036284.000000 Penalty: 105424.328125
Iteration 181Q: 34 clusters Score -4.503628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 78210 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3958 members 
Mstep: Class 30 contains 5448 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036236.000000 Penalty: 105424.328125
Iteration 182Q: 34 clusters Score -4.503624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 78200 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5278 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 2199 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10101 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 5449 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036180.000000 Penalty: 105424.328125
Iteration 183Q: 34 clusters Score -4.503618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 78195 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4982 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 2201 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10101 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 5452 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036232.000000 Penalty: 105424.328125
Iteration 184Q: 34 clusters Score -4.503623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14116 members 
Mstep: Class 3 contains 78189 members 
Mstep: Class 4 contains 14396 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4981 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 2203 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 9145 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036200.000000 Penalty: 105424.328125
Iteration 185Q: 34 clusters Score -4.50362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 78182 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5295 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4979 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9240 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 2206 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036184.000000 Penalty: 105424.328125
Iteration 186Q: 34 clusters Score -4.503618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 78175 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4977 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9240 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 3968 members 
Mstep: Class 30 contains 5455 members 
Mstep: Class 31 contains 9140 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 187Q: 34 clusters Score -4.503621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 78162 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 12804 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9240 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 3968 members 
Mstep: Class 30 contains 5455 members 
Mstep: Class 31 contains 9139 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036184.000000 Penalty: 105424.328125
Iteration 188Q: 34 clusters Score -4.503618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 78150 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4972 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 3972 members 
Mstep: Class 30 contains 5457 members 
Mstep: Class 31 contains 9137 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036268.000000 Penalty: 105424.328125
Iteration 189Q: 34 clusters Score -4.503627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 78133 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 3975 members 
Mstep: Class 30 contains 5457 members 
Mstep: Class 31 contains 9137 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036276.000000 Penalty: 105424.328125
Iteration 190Q: 34 clusters Score -4.503628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 78120 members 
Mstep: Class 4 contains 14393 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 3977 members 
Mstep: Class 30 contains 5458 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036296.000000 Penalty: 105424.328125
Iteration 191Q: 34 clusters Score -4.50363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 78108 members 
Mstep: Class 4 contains 14392 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4972 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9243 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036320.000000 Penalty: 105424.328125
Iteration 192Q: 34 clusters Score -4.503632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 78099 members 
Mstep: Class 4 contains 14391 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 5337 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4973 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9134 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036260.000000 Penalty: 105424.328125
Iteration 193Q: 34 clusters Score -4.503626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 78093 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036276.000000 Penalty: 105424.328125
Iteration 194Q: 34 clusters Score -4.503628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14146 members 
Mstep: Class 3 contains 78083 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4975 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10100 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 195Q: 34 clusters Score -4.503626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 78073 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 3993 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 196Q: 34 clusters Score -4.503621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 78060 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036188.000000 Penalty: 105424.328125
Iteration 197Q: 34 clusters Score -4.503619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 78056 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9234 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 4003 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9130 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036204.000000 Penalty: 105424.328125
Iteration 198Q: 34 clusters Score -4.50362e+07 nChanged 17
Entering ConstructFrom: 
Score: -45036204.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1406720.500000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1406720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1398108.375000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1398108 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1400603.875000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1400604 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1400905.125000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1400905 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1401102.875000 Penalty: 4643.183594
	Iteration 3Q: 3 clusters Score -1401103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1401246.625000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1401247 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1401346.375000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1401346 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1401417.500000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1401418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1401477.250000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1401477 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1401526.500000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1401526 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1401583.375000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1401583 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1401630.875000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1401631 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1401679.250000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1401679 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1401735.250000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1401735 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1401769.125000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1401769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1401814.250000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1401814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1401860.500000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1401860 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1401924.000000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1401924 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1402001.250000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1402001 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1402090.250000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1402090 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1402179.750000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1402180 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1402303.250000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1402303 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1402454.625000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1402455 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1402622.250000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1402622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1402787.000000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1402787 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1402968.500000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1402968 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1403151.375000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1403151 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1403303.000000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1403303 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1403430.375000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1403430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1403524.750000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1403525 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1403605.000000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1403605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1403681.750000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1403682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1403750.250000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1403750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1403806.000000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1403806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1403859.750000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1403860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1403914.250000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1403914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1403957.000000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1403957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1403994.000000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1403994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1404039.750000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1404040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1404079.375000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1404079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1404106.375000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1404106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1404121.250000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1404121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1404137.750000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1404138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1404157.500000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1404158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1404175.875000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1404176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1404189.750000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1404190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1404202.125000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1404202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1404215.750000 Penalty: 4643.183594
	Iteration 46Q: 3 clusters Score -1404216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1404232.750000 Penalty: 4643.183594
	Iteration 47Q: 3 clusters Score -1404233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1404249.250000 Penalty: 4643.183594
	Iteration 48Q: 3 clusters Score -1404249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1404264.125000 Penalty: 4643.183594
	Iteration 49Q: 3 clusters Score -1404264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1404282.875000 Penalty: 4643.183594
	Iteration 50Q: 3 clusters Score -1404283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1404296.750000 Penalty: 4643.183594
	Iteration 51Q: 3 clusters Score -1404297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1404315.125000 Penalty: 4643.183594
	Iteration 52Q: 3 clusters Score -1404315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1404332.250000 Penalty: 4643.183594
	Iteration 53Q: 3 clusters Score -1404332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1404347.625000 Penalty: 4643.183594
	Iteration 54Q: 3 clusters Score -1404348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1404361.125000 Penalty: 4643.183594
	Iteration 55Q: 3 clusters Score -1404361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1404370.750000 Penalty: 4643.183594
	Iteration 56Q: 3 clusters Score -1404371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1404385.375000 Penalty: 4643.183594
	Iteration 57Q: 3 clusters Score -1404385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1404409.875000 Penalty: 4643.183594
	Iteration 58Q: 3 clusters Score -1404410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1404433.500000 Penalty: 4643.183594
	Iteration 59Q: 3 clusters Score -1404434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1404455.250000 Penalty: 4643.183594
	Iteration 60F: 3 clusters Score -1404455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1404469.750000 Penalty: 4643.183594
	Iteration 61Q: 3 clusters Score -1404470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1404485.125000 Penalty: 4643.183594
	Iteration 62Q: 3 clusters Score -1404485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1404493.875000 Penalty: 4643.183594
	Iteration 63Q: 3 clusters Score -1404494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1404502.875000 Penalty: 4643.183594
	Iteration 64Q: 3 clusters Score -1404503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1404512.375000 Penalty: 4643.183594
	Iteration 65Q: 3 clusters Score -1404512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1404520.750000 Penalty: 4643.183594
	Iteration 66Q: 3 clusters Score -1404521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1404527.125000 Penalty: 4643.183594
	Iteration 67Q: 3 clusters Score -1404527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1404535.375000 Penalty: 4643.183594
	Iteration 68Q: 3 clusters Score -1404535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1404536.750000 Penalty: 4643.183594
	Iteration 69Q: 3 clusters Score -1404537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1404540.250000 Penalty: 4643.183594
	Iteration 70Q: 3 clusters Score -1404540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1404546.250000 Penalty: 4643.183594
	Iteration 71Q: 3 clusters Score -1404546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1404551.125000 Penalty: 4643.183594
	Iteration 72Q: 3 clusters Score -1404551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1404558.250000 Penalty: 4643.183594
	Iteration 73Q: 3 clusters Score -1404558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1404562.875000 Penalty: 4643.183594
	Iteration 74Q: 3 clusters Score -1404563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1404567.125000 Penalty: 4643.183594
	Iteration 75Q: 3 clusters Score -1404567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1404573.500000 Penalty: 4643.183594
	Iteration 76Q: 3 clusters Score -1404574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1404573.750000 Penalty: 4643.183594
	Iteration 77Q: 3 clusters Score -1404574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1404575.125000 Penalty: 4643.183594
	Iteration 78Q: 3 clusters Score -1404575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1404574.875000 Penalty: 4643.183594
	Iteration 79Q: 3 clusters Score -1404575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1404576.500000 Penalty: 4643.183594
	Iteration 80F: 3 clusters Score -1404576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1404574.875000 Penalty: 4643.183594
	Iteration 81Q: 3 clusters Score -1404575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1404576.000000 Penalty: 4643.183594
	Iteration 82Q: 3 clusters Score -1404576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1404575.750000 Penalty: 4643.183594
	Iteration 83Q: 3 clusters Score -1404576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1404579.750000 Penalty: 4643.183594
	Iteration 84Q: 3 clusters Score -1404580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1404581.625000 Penalty: 4643.183594
	Iteration 85Q: 3 clusters Score -1404582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1404586.250000 Penalty: 4643.183594
	Iteration 86Q: 3 clusters Score -1404586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1404592.500000 Penalty: 4643.183594
	Iteration 87Q: 3 clusters Score -1404592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1404595.375000 Penalty: 4643.183594
	Iteration 88Q: 3 clusters Score -1404595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1404601.500000 Penalty: 4643.183594
	Iteration 89Q: 3 clusters Score -1404602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1404605.625000 Penalty: 4643.183594
	Iteration 90Q: 3 clusters Score -1404606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1404616.625000 Penalty: 4643.183594
	Iteration 91Q: 3 clusters Score -1404617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1404620.500000 Penalty: 4643.183594
	Iteration 92Q: 3 clusters Score -1404620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1404623.875000 Penalty: 4643.183594
	Iteration 93Q: 3 clusters Score -1404624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1404632.250000 Penalty: 4643.183594
	Iteration 94Q: 3 clusters Score -1404632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1404636.250000 Penalty: 4643.183594
	Iteration 95Q: 3 clusters Score -1404636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1404639.250000 Penalty: 4643.183594
	Iteration 96Q: 3 clusters Score -1404639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1404642.000000 Penalty: 4643.183594
	Iteration 97Q: 3 clusters Score -1404642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1404643.250000 Penalty: 4643.183594
	Iteration 98Q: 3 clusters Score -1404643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1404643.750000 Penalty: 4643.183594
	Iteration 99Q: 3 clusters Score -1404644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1404643.750000 Penalty: 4643.183594
	Iteration 100F: 3 clusters Score -1404644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -1595720.750000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -1595721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1585438.250000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1585438 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1588745.625000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -1588746 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1589213.000000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -1589213 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1589685.375000 Penalty: 4741.240723
	Iteration 3F: 3 clusters Score -1589685 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1590255.375000 Penalty: 4741.240723
	Iteration 4F: 3 clusters Score -1590255 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1590904.375000 Penalty: 4741.240723
	Iteration 5F: 3 clusters Score -1590904 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1591507.000000 Penalty: 4741.240723
	Iteration 6F: 3 clusters Score -1591507 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1592050.875000 Penalty: 4741.240723
	Iteration 7F: 3 clusters Score -1592051 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1592484.875000 Penalty: 4741.240723
	Iteration 8Q: 3 clusters Score -1592485 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1592793.375000 Penalty: 4741.240723
	Iteration 9Q: 3 clusters Score -1592793 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1593002.875000 Penalty: 4741.240723
	Iteration 10Q: 3 clusters Score -1593003 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1593145.000000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -1593145 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1593250.500000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -1593250 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1593328.000000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -1593328 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1593389.250000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -1593389 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1593436.500000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -1593436 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1593472.125000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -1593472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1593500.000000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -1593500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1593521.375000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -1593521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1593538.000000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -1593538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1593547.500000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -1593548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1593560.750000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -1593561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1593573.000000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -1593573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1593578.000000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -1593578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1593586.500000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -1593586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1593591.500000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -1593592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1593596.125000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -1593596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1593604.000000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -1593604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1593612.875000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -1593613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1593616.125000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -1593616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1593621.000000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -1593621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1593624.375000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -1593624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1593631.000000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -1593631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1593633.875000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -1593634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1593642.375000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -1593642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1593642.500000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -1593642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1593643.375000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -1593643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1593647.125000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -1593647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1593651.250000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -1593651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1593647.875000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -1593648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1593652.500000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -1593652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1593649.125000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -1593649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1593648.000000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -1593648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1593648.000000 Penalty: 4741.240723
	Iteration 43F: 3 clusters Score -1593648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Entering Unmasked Estep 
Score: -9425493.000000 Penalty: 2793.723877
	Iteration 0F: 2 clusters Score -9425493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9373215.000000 Penalty: 5587.447754
	Iteration 0F: 3 clusters Score -9373215 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -9394027.000000 Penalty: 5587.447754
	Iteration 1F: 3 clusters Score -9394027 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9394756.000000 Penalty: 5587.447754
	Iteration 2Q: 3 clusters Score -9394756 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -9395612.000000 Penalty: 5587.447754
	Iteration 3Q: 3 clusters Score -9395612 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9396775.000000 Penalty: 5587.447754
	Iteration 4Q: 3 clusters Score -9396775 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -9398642.000000 Penalty: 5587.447754
	Iteration 5Q: 3 clusters Score -9398642 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9401452.000000 Penalty: 5587.447754
	Iteration 6F: 3 clusters Score -9401452 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -9405610.000000 Penalty: 5587.447754
	Iteration 7F: 3 clusters Score -9405610 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -9410529.000000 Penalty: 5587.447754
	Iteration 8F: 3 clusters Score -9410529 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -9415157.000000 Penalty: 5587.447754
	Iteration 9F: 3 clusters Score -9415157 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -9418750.000000 Penalty: 5587.447754
	Iteration 10F: 3 clusters Score -9418750 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9420832.000000 Penalty: 5587.447754
	Iteration 11Q: 3 clusters Score -9420832 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9421889.000000 Penalty: 5587.447754
	Iteration 12Q: 3 clusters Score -9421889 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9422352.000000 Penalty: 5587.447754
	Iteration 13Q: 3 clusters Score -9422352 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9422603.000000 Penalty: 5587.447754
	Iteration 14Q: 3 clusters Score -9422603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9422736.000000 Penalty: 5587.447754
	Iteration 15Q: 3 clusters Score -9422736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9422829.000000 Penalty: 5587.447754
	Iteration 16Q: 3 clusters Score -9422829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9422892.000000 Penalty: 5587.447754
	Iteration 17Q: 3 clusters Score -9422892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9422935.000000 Penalty: 5587.447754
	Iteration 18Q: 3 clusters Score -9422935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9422959.000000 Penalty: 5587.447754
	Iteration 19Q: 3 clusters Score -9422959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9422975.000000 Penalty: 5587.447754
	Iteration 20F: 3 clusters Score -9422975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9422989.000000 Penalty: 5587.447754
	Iteration 21Q: 3 clusters Score -9422989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9422987.000000 Penalty: 5587.447754
	Iteration 22Q: 3 clusters Score -9422987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9422992.000000 Penalty: 5587.447754
	Iteration 23Q: 3 clusters Score -9422992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9423006.000000 Penalty: 5587.447754
	Iteration 24Q: 3 clusters Score -9423006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9423017.000000 Penalty: 5587.447754
	Iteration 25Q: 3 clusters Score -9423017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9423026.000000 Penalty: 5587.447754
	Iteration 26Q: 3 clusters Score -9423026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9423014.000000 Penalty: 5587.447754
	Iteration 27Q: 3 clusters Score -9423014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9423031.000000 Penalty: 5587.447754
	Iteration 28Q: 3 clusters Score -9423031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9423028.000000 Penalty: 5587.447754
	Iteration 29Q: 3 clusters Score -9423028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9423028.000000 Penalty: 5587.447754
	Iteration 30F: 3 clusters Score -9423028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Entering Unmasked Estep 
Score: -1718106.250000 Penalty: 2374.389160
	Iteration 0F: 2 clusters Score -1718106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1707690.375000 Penalty: 4748.778320
	Iteration 0F: 3 clusters Score -1707690 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1710866.875000 Penalty: 4748.778320
	Iteration 1F: 3 clusters Score -1710867 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1711345.000000 Penalty: 4748.778320
	Iteration 2F: 3 clusters Score -1711345 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1711857.625000 Penalty: 4748.778320
	Iteration 3F: 3 clusters Score -1711858 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1712427.875000 Penalty: 4748.778320
	Iteration 4F: 3 clusters Score -1712428 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1713044.500000 Penalty: 4748.778320
	Iteration 5F: 3 clusters Score -1713044 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1713719.375000 Penalty: 4748.778320
	Iteration 6F: 3 clusters Score -1713719 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1714311.625000 Penalty: 4748.778320
	Iteration 7F: 3 clusters Score -1714312 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1714792.875000 Penalty: 4748.778320
	Iteration 8Q: 3 clusters Score -1714793 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1715242.875000 Penalty: 4748.778320
	Iteration 9Q: 3 clusters Score -1715243 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1715545.125000 Penalty: 4748.778320
	Iteration 10Q: 3 clusters Score -1715545 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1715737.500000 Penalty: 4748.778320
	Iteration 11Q: 3 clusters Score -1715738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1715842.625000 Penalty: 4748.778320
	Iteration 12Q: 3 clusters Score -1715843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1715907.875000 Penalty: 4748.778320
	Iteration 13Q: 3 clusters Score -1715908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1715956.625000 Penalty: 4748.778320
	Iteration 14Q: 3 clusters Score -1715957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1715989.250000 Penalty: 4748.778320
	Iteration 15Q: 3 clusters Score -1715989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1716014.250000 Penalty: 4748.778320
	Iteration 16Q: 3 clusters Score -1716014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1716034.750000 Penalty: 4748.778320
	Iteration 17Q: 3 clusters Score -1716035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1716060.625000 Penalty: 4748.778320
	Iteration 18Q: 3 clusters Score -1716061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1716072.875000 Penalty: 4748.778320
	Iteration 19Q: 3 clusters Score -1716073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1716089.125000 Penalty: 4748.778320
	Iteration 20F: 3 clusters Score -1716089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1716096.625000 Penalty: 4748.778320
	Iteration 21Q: 3 clusters Score -1716097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1716101.625000 Penalty: 4748.778320
	Iteration 22Q: 3 clusters Score -1716102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1716105.125000 Penalty: 4748.778320
	Iteration 23Q: 3 clusters Score -1716105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1716106.750000 Penalty: 4748.778320
	Iteration 24Q: 3 clusters Score -1716107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1716110.625000 Penalty: 4748.778320
	Iteration 25Q: 3 clusters Score -1716111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1716114.125000 Penalty: 4748.778320
	Iteration 26Q: 3 clusters Score -1716114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1716114.375000 Penalty: 4748.778320
	Iteration 27Q: 3 clusters Score -1716114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1716114.875000 Penalty: 4748.778320
	Iteration 28Q: 3 clusters Score -1716115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1716114.875000 Penalty: 4748.778320
	Iteration 29F: 3 clusters Score -1716115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Entering Unmasked Estep 
Score: -1421337.000000 Penalty: 2345.366455
	Iteration 0F: 2 clusters Score -1421337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1411894.250000 Penalty: 4690.732910
	Iteration 0F: 3 clusters Score -1411894 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1415141.250000 Penalty: 4690.732910
	Iteration 1F: 3 clusters Score -1415141 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1415769.750000 Penalty: 4690.732910
	Iteration 2F: 3 clusters Score -1415770 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1416407.125000 Penalty: 4690.732910
	Iteration 3F: 3 clusters Score -1416407 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1417045.875000 Penalty: 4690.732910
	Iteration 4F: 3 clusters Score -1417046 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1417623.375000 Penalty: 4690.732910
	Iteration 5F: 3 clusters Score -1417623 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1418069.125000 Penalty: 4690.732910
	Iteration 6Q: 3 clusters Score -1418069 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1418444.375000 Penalty: 4690.732910
	Iteration 7Q: 3 clusters Score -1418444 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1418791.250000 Penalty: 4690.732910
	Iteration 8Q: 3 clusters Score -1418791 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1419089.375000 Penalty: 4690.732910
	Iteration 9Q: 3 clusters Score -1419089 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1419332.750000 Penalty: 4690.732910
	Iteration 10Q: 3 clusters Score -1419333 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1419521.875000 Penalty: 4690.732910
	Iteration 11Q: 3 clusters Score -1419522 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1419673.250000 Penalty: 4690.732910
	Iteration 12Q: 3 clusters Score -1419673 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1419769.250000 Penalty: 4690.732910
	Iteration 13Q: 3 clusters Score -1419769 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1419843.125000 Penalty: 4690.732910
	Iteration 14Q: 3 clusters Score -1419843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1419880.875000 Penalty: 4690.732910
	Iteration 15Q: 3 clusters Score -1419881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1419925.000000 Penalty: 4690.732910
	Iteration 16Q: 3 clusters Score -1419925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1419958.500000 Penalty: 4690.732910
	Iteration 17Q: 3 clusters Score -1419958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1419988.875000 Penalty: 4690.732910
	Iteration 18Q: 3 clusters Score -1419989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1420023.875000 Penalty: 4690.732910
	Iteration 19Q: 3 clusters Score -1420024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1420052.375000 Penalty: 4690.732910
	Iteration 20F: 3 clusters Score -1420052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1420083.875000 Penalty: 4690.732910
	Iteration 21Q: 3 clusters Score -1420084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1420117.750000 Penalty: 4690.732910
	Iteration 22Q: 3 clusters Score -1420118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1420138.125000 Penalty: 4690.732910
	Iteration 23Q: 3 clusters Score -1420138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1420164.000000 Penalty: 4690.732910
	Iteration 24Q: 3 clusters Score -1420164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1420184.875000 Penalty: 4690.732910
	Iteration 25Q: 3 clusters Score -1420185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1420202.000000 Penalty: 4690.732910
	Iteration 26Q: 3 clusters Score -1420202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1420217.375000 Penalty: 4690.732910
	Iteration 27Q: 3 clusters Score -1420217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1420227.000000 Penalty: 4690.732910
	Iteration 28Q: 3 clusters Score -1420227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1420243.250000 Penalty: 4690.732910
	Iteration 29Q: 3 clusters Score -1420243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1420256.375000 Penalty: 4690.732910
	Iteration 30Q: 3 clusters Score -1420256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1420259.500000 Penalty: 4690.732910
	Iteration 31Q: 3 clusters Score -1420260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1420262.000000 Penalty: 4690.732910
	Iteration 32Q: 3 clusters Score -1420262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1420266.125000 Penalty: 4690.732910
	Iteration 33Q: 3 clusters Score -1420266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1420270.750000 Penalty: 4690.732910
	Iteration 34Q: 3 clusters Score -1420271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1420272.250000 Penalty: 4690.732910
	Iteration 35Q: 3 clusters Score -1420272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1420276.500000 Penalty: 4690.732910
	Iteration 36Q: 3 clusters Score -1420276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1420279.000000 Penalty: 4690.732910
	Iteration 37Q: 3 clusters Score -1420279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1420276.500000 Penalty: 4690.732910
	Iteration 38Q: 3 clusters Score -1420276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1420277.000000 Penalty: 4690.732910
	Iteration 39Q: 3 clusters Score -1420277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1420280.375000 Penalty: 4690.732910
	Iteration 40F: 3 clusters Score -1420280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1420282.250000 Penalty: 4690.732910
	Iteration 41Q: 3 clusters Score -1420282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1420282.250000 Penalty: 4690.732910
	Iteration 42Q: 3 clusters Score -1420282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1420283.750000 Penalty: 4690.732910
	Iteration 43Q: 3 clusters Score -1420284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1420282.500000 Penalty: 4690.732910
	Iteration 44Q: 3 clusters Score -1420282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1420282.500000 Penalty: 4690.732910
	Iteration 45F: 3 clusters Score -1420282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -622607.312500 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -622607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -617900.437500 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -617900.4 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -619099.562500 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -619099.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -619318.125000 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -619318.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -619470.000000 Penalty: 4258.179199
	Iteration 3Q: 3 clusters Score -619470 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -619585.125000 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -619585.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -619676.875000 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -619676.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -619778.750000 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -619778.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -619868.875000 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -619868.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -619936.875000 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -619936.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -619992.437500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -619992.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -620040.937500 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -620040.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -620091.250000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -620091.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -620133.687500 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -620133.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -620171.750000 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -620171.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -620207.750000 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -620207.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -620245.187500 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -620245.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -620281.687500 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -620281.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -620328.187500 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -620328.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -620365.250000 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -620365.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -620401.062500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -620401.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -620432.000000 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -620432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -620456.562500 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -620456.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -620484.250000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -620484.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -620512.625000 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -620512.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -620535.437500 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -620535.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -620554.937500 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -620554.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -620571.250000 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -620571.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -620588.687500 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -620588.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -620609.187500 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -620609.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -620632.750000 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -620632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -620650.062500 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -620650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -620667.562500 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -620667.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -620687.250000 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -620687.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -620700.625000 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -620700.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -620710.375000 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -620710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -620716.500000 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -620716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -620724.687500 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -620724.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -620730.375000 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -620730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -620732.500000 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -620732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -620734.250000 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -620734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -620736.437500 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -620736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -620737.625000 Penalty: 4258.179199
	Iteration 41Q: 3 clusters Score -620737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -620738.187500 Penalty: 4258.179199
	Iteration 42Q: 3 clusters Score -620738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -620742.687500 Penalty: 4258.179199
	Iteration 43Q: 3 clusters Score -620742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -620743.187500 Penalty: 4258.179199
	Iteration 44Q: 3 clusters Score -620743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -620742.687500 Penalty: 4258.179199
	Iteration 45Q: 3 clusters Score -620742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -620742.437500 Penalty: 4258.179199
	Iteration 46Q: 3 clusters Score -620742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -620744.625000 Penalty: 4258.179199
	Iteration 47Q: 3 clusters Score -620744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -620747.625000 Penalty: 4258.179199
	Iteration 48Q: 3 clusters Score -620747.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -620749.125000 Penalty: 4258.179199
	Iteration 49Q: 3 clusters Score -620749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -620751.125000 Penalty: 4258.179199
	Iteration 50Q: 3 clusters Score -620751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -620752.312500 Penalty: 4258.179199
	Iteration 51Q: 3 clusters Score -620752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -620752.312500 Penalty: 4258.179199
	Iteration 52F: 3 clusters Score -620752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -1331945.125000 Penalty: 2315.831299
	Iteration 0F: 2 clusters Score -1331945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1323386.125000 Penalty: 4631.662598
	Iteration 0F: 3 clusters Score -1323386 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1326261.625000 Penalty: 4631.662598
	Iteration 1F: 3 clusters Score -1326262 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1326895.750000 Penalty: 4631.662598
	Iteration 2F: 3 clusters Score -1326896 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1327522.875000 Penalty: 4631.662598
	Iteration 3F: 3 clusters Score -1327523 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1328080.625000 Penalty: 4631.662598
	Iteration 4F: 3 clusters Score -1328081 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1328560.250000 Penalty: 4631.662598
	Iteration 5F: 3 clusters Score -1328560 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1328961.000000 Penalty: 4631.662598
	Iteration 6F: 3 clusters Score -1328961 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1329309.000000 Penalty: 4631.662598
	Iteration 7Q: 3 clusters Score -1329309 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1329593.875000 Penalty: 4631.662598
	Iteration 8Q: 3 clusters Score -1329594 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1329865.500000 Penalty: 4631.662598
	Iteration 9Q: 3 clusters Score -1329866 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1330114.875000 Penalty: 4631.662598
	Iteration 10Q: 3 clusters Score -1330115 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1330331.500000 Penalty: 4631.662598
	Iteration 11Q: 3 clusters Score -1330332 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1330476.875000 Penalty: 4631.662598
	Iteration 12Q: 3 clusters Score -1330477 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1330599.250000 Penalty: 4631.662598
	Iteration 13Q: 3 clusters Score -1330599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1330677.625000 Penalty: 4631.662598
	Iteration 14Q: 3 clusters Score -1330678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1330729.125000 Penalty: 4631.662598
	Iteration 15Q: 3 clusters Score -1330729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1330766.750000 Penalty: 4631.662598
	Iteration 16Q: 3 clusters Score -1330767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1330797.125000 Penalty: 4631.662598
	Iteration 17Q: 3 clusters Score -1330797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1330812.875000 Penalty: 4631.662598
	Iteration 18Q: 3 clusters Score -1330813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1330819.375000 Penalty: 4631.662598
	Iteration 19Q: 3 clusters Score -1330819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1330837.250000 Penalty: 4631.662598
	Iteration 20F: 3 clusters Score -1330837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1330845.250000 Penalty: 4631.662598
	Iteration 21Q: 3 clusters Score -1330845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1330849.375000 Penalty: 4631.662598
	Iteration 22Q: 3 clusters Score -1330849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1330853.500000 Penalty: 4631.662598
	Iteration 23Q: 3 clusters Score -1330854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1330859.375000 Penalty: 4631.662598
	Iteration 24Q: 3 clusters Score -1330859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1330867.000000 Penalty: 4631.662598
	Iteration 25Q: 3 clusters Score -1330867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1330870.750000 Penalty: 4631.662598
	Iteration 26Q: 3 clusters Score -1330871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1330873.125000 Penalty: 4631.662598
	Iteration 27Q: 3 clusters Score -1330873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1330877.000000 Penalty: 4631.662598
	Iteration 28Q: 3 clusters Score -1330877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1330877.125000 Penalty: 4631.662598
	Iteration 29Q: 3 clusters Score -1330877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1330877.125000 Penalty: 4631.662598
	Iteration 30F: 3 clusters Score -1330877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Entering Unmasked Estep 
Score: -7973866.000000 Penalty: 2755.635254
	Iteration 0F: 2 clusters Score -7973866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -7928697.500000 Penalty: 5511.270508
	Iteration 0F: 3 clusters Score -7928698 nChanged 31511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7947209.500000 Penalty: 5511.270508
	Iteration 1F: 3 clusters Score -7947210 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7948577.000000 Penalty: 5511.270508
	Iteration 2Q: 3 clusters Score -7948577 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -7950504.500000 Penalty: 5511.270508
	Iteration 3F: 3 clusters Score -7950504 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7953330.000000 Penalty: 5511.270508
	Iteration 4F: 3 clusters Score -7953330 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -7956970.500000 Penalty: 5511.270508
	Iteration 5F: 3 clusters Score -7956970 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -7961007.500000 Penalty: 5511.270508
	Iteration 6F: 3 clusters Score -7961008 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -7964779.500000 Penalty: 5511.270508
	Iteration 7F: 3 clusters Score -7964780 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -7967808.500000 Penalty: 5511.270508
	Iteration 8F: 3 clusters Score -7967808 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7969787.500000 Penalty: 5511.270508
	Iteration 9Q: 3 clusters Score -7969788 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7970882.500000 Penalty: 5511.270508
	Iteration 10Q: 3 clusters Score -7970882 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7971451.500000 Penalty: 5511.270508
	Iteration 11Q: 3 clusters Score -7971452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7971799.500000 Penalty: 5511.270508
	Iteration 12Q: 3 clusters Score -7971800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7972006.000000 Penalty: 5511.270508
	Iteration 13Q: 3 clusters Score -7972006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7972121.500000 Penalty: 5511.270508
	Iteration 14Q: 3 clusters Score -7972122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7972183.500000 Penalty: 5511.270508
	Iteration 15Q: 3 clusters Score -7972184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7972224.000000 Penalty: 5511.270508
	Iteration 16Q: 3 clusters Score -7972224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7972252.000000 Penalty: 5511.270508
	Iteration 17Q: 3 clusters Score -7972252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7972277.500000 Penalty: 5511.270508
	Iteration 18Q: 3 clusters Score -7972278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7972297.500000 Penalty: 5511.270508
	Iteration 19Q: 3 clusters Score -7972298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7972310.500000 Penalty: 5511.270508
	Iteration 20F: 3 clusters Score -7972310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7972315.500000 Penalty: 5511.270508
	Iteration 21Q: 3 clusters Score -7972316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7972330.000000 Penalty: 5511.270508
	Iteration 22Q: 3 clusters Score -7972330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7972351.000000 Penalty: 5511.270508
	Iteration 23Q: 3 clusters Score -7972351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7972353.500000 Penalty: 5511.270508
	Iteration 24Q: 3 clusters Score -7972354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7972354.500000 Penalty: 5511.270508
	Iteration 25Q: 3 clusters Score -7972354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7972362.500000 Penalty: 5511.270508
	Iteration 26Q: 3 clusters Score -7972362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7972364.000000 Penalty: 5511.270508
	Iteration 27Q: 3 clusters Score -7972364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7972366.000000 Penalty: 5511.270508
	Iteration 28Q: 3 clusters Score -7972366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7972366.500000 Penalty: 5511.270508
	Iteration 29Q: 3 clusters Score -7972366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7972374.000000 Penalty: 5511.270508
	Iteration 30Q: 3 clusters Score -7972374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7972362.000000 Penalty: 5511.270508
	Iteration 31Q: 3 clusters Score -7972362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7972360.000000 Penalty: 5511.270508
	Iteration 32Q: 3 clusters Score -7972360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7972358.000000 Penalty: 5511.270508
	Iteration 33Q: 3 clusters Score -7972358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7972366.000000 Penalty: 5511.270508
	Iteration 34Q: 3 clusters Score -7972366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7972362.000000 Penalty: 5511.270508
	Iteration 35Q: 3 clusters Score -7972362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7972362.000000 Penalty: 5511.270508
	Iteration 36F: 3 clusters Score -7972362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -308572.437500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -308572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -305456.250000 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -305456.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306162.312500 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -306162.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -306401.187500 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -306401.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -306650.156250 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -306650.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -306854.718750 Penalty: 3950.048828
	Iteration 4F: 3 clusters Score -306854.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -307035.687500 Penalty: 3950.048828
	Iteration 5F: 3 clusters Score -307035.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -307214.250000 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -307214.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307306.187500 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -307306.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -307362.218750 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -307362.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -307402.031250 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -307402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307432.281250 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -307432.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -307450.093750 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -307450.1 nChanged 19
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: -307461.062500 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -307461.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -307468.843750 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -307468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -307475.718750 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -307475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -307482.531250 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -307482.5 nChanged 12
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: -307489.500000 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -307489.5 nChanged 19
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: -307502.187500 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -307502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -307508.187500 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -307508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -307513.656250 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -307513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -307517.656250 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -307517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -307521.562500 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -307521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -307524.000000 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -307524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -307525.093750 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -307525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -307525.843750 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -307525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -307526.531250 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -307526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -307527.625000 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -307527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -307527.625000 Penalty: 3950.048828
	Iteration 27F: 3 clusters Score -307527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -231643.109375 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -231643.1 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 1002 members 
Entering Unmasked Estep 
Score: -228988.437500 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -228988.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -229460.140625 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -229460.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229605.765625 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -229605.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -229675.781250 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -229675.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -229733.171875 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -229733.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229773.984375 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -229774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -229799.328125 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -229799.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -229830.968750 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -229831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229864.437500 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -229864.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -229898.953125 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -229899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -229931.796875 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -229931.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229954.015625 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -229954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -229975.906250 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -229975.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -230008.562500 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -230008.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -230046.015625 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -230046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -230074.078125 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -230074.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -230103.062500 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -230103.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -230133.609375 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -230133.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -230162.484375 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -230162.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -230180.046875 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -230180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -230200.937500 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -230200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230220.703125 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -230220.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -230241.046875 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -230241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -230263.453125 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -230263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -230280.656250 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -230280.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -230293.531250 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -230293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -230300.515625 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -230300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -230305.328125 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -230305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -230310.781250 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -230310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -230316.265625 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -230316.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -230323.218750 Penalty: 3772.521240
	Iteration 30Q: 3 clusters Score -230323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -230327.484375 Penalty: 3772.521240
	Iteration 31Q: 3 clusters Score -230327.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -230335.984375 Penalty: 3772.521240
	Iteration 32Q: 3 clusters Score -230336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -230344.953125 Penalty: 3772.521240
	Iteration 33Q: 3 clusters Score -230345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -230348.468750 Penalty: 3772.521240
	Iteration 34Q: 3 clusters Score -230348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -230354.640625 Penalty: 3772.521240
	Iteration 35Q: 3 clusters Score -230354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -230361.187500 Penalty: 3772.521240
	Iteration 36Q: 3 clusters Score -230361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -230364.484375 Penalty: 3772.521240
	Iteration 37Q: 3 clusters Score -230364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -230365.750000 Penalty: 3772.521240
	Iteration 38Q: 3 clusters Score -230365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -230365.750000 Penalty: 3772.521240
	Iteration 39F: 3 clusters Score -230365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Entering Unmasked Estep 
Score: -895592.250000 Penalty: 2226.301025
	Iteration 0F: 2 clusters Score -895592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -889161.500000 Penalty: 4452.602051
	Iteration 0F: 3 clusters Score -889161.5 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -891035.687500 Penalty: 4452.602051
	Iteration 1F: 3 clusters Score -891035.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -891342.812500 Penalty: 4452.602051
	Iteration 2F: 3 clusters Score -891342.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -891583.500000 Penalty: 4452.602051
	Iteration 3F: 3 clusters Score -891583.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -891814.000000 Penalty: 4452.602051
	Iteration 4Q: 3 clusters Score -891814 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -892015.812500 Penalty: 4452.602051
	Iteration 5Q: 3 clusters Score -892015.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -892197.125000 Penalty: 4452.602051
	Iteration 6Q: 3 clusters Score -892197.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -892355.625000 Penalty: 4452.602051
	Iteration 7Q: 3 clusters Score -892355.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -892496.062500 Penalty: 4452.602051
	Iteration 8Q: 3 clusters Score -892496.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -892624.875000 Penalty: 4452.602051
	Iteration 9Q: 3 clusters Score -892624.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -892743.125000 Penalty: 4452.602051
	Iteration 10Q: 3 clusters Score -892743.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -892837.687500 Penalty: 4452.602051
	Iteration 11Q: 3 clusters Score -892837.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -892923.687500 Penalty: 4452.602051
	Iteration 12Q: 3 clusters Score -892923.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -892998.125000 Penalty: 4452.602051
	Iteration 13Q: 3 clusters Score -892998.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -893062.875000 Penalty: 4452.602051
	Iteration 14Q: 3 clusters Score -893062.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -893111.687500 Penalty: 4452.602051
	Iteration 15Q: 3 clusters Score -893111.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -893155.250000 Penalty: 4452.602051
	Iteration 16Q: 3 clusters Score -893155.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -893193.687500 Penalty: 4452.602051
	Iteration 17Q: 3 clusters Score -893193.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -893218.375000 Penalty: 4452.602051
	Iteration 18Q: 3 clusters Score -893218.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -893236.625000 Penalty: 4452.602051
	Iteration 19Q: 3 clusters Score -893236.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -893258.187500 Penalty: 4452.602051
	Iteration 20F: 3 clusters Score -893258.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -893278.312500 Penalty: 4452.602051
	Iteration 21Q: 3 clusters Score -893278.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -893298.125000 Penalty: 4452.602051
	Iteration 22Q: 3 clusters Score -893298.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -893323.437500 Penalty: 4452.602051
	Iteration 23Q: 3 clusters Score -893323.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -893348.125000 Penalty: 4452.602051
	Iteration 24Q: 3 clusters Score -893348.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -893366.750000 Penalty: 4452.602051
	Iteration 25Q: 3 clusters Score -893366.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -893389.625000 Penalty: 4452.602051
	Iteration 26Q: 3 clusters Score -893389.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -893419.250000 Penalty: 4452.602051
	Iteration 27Q: 3 clusters Score -893419.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -893455.125000 Penalty: 4452.602051
	Iteration 28Q: 3 clusters Score -893455.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -893486.875000 Penalty: 4452.602051
	Iteration 29Q: 3 clusters Score -893486.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -893517.812500 Penalty: 4452.602051
	Iteration 30Q: 3 clusters Score -893517.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -893546.750000 Penalty: 4452.602051
	Iteration 31Q: 3 clusters Score -893546.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -893579.687500 Penalty: 4452.602051
	Iteration 32Q: 3 clusters Score -893579.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -893618.000000 Penalty: 4452.602051
	Iteration 33Q: 3 clusters Score -893618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -893660.312500 Penalty: 4452.602051
	Iteration 34Q: 3 clusters Score -893660.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -893687.375000 Penalty: 4452.602051
	Iteration 35Q: 3 clusters Score -893687.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -893728.875000 Penalty: 4452.602051
	Iteration 36Q: 3 clusters Score -893728.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -893773.000000 Penalty: 4452.602051
	Iteration 37Q: 3 clusters Score -893773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -893808.250000 Penalty: 4452.602051
	Iteration 38Q: 3 clusters Score -893808.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -893828.562500 Penalty: 4452.602051
	Iteration 39Q: 3 clusters Score -893828.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -893844.375000 Penalty: 4452.602051
	Iteration 40F: 3 clusters Score -893844.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -893856.375000 Penalty: 4452.602051
	Iteration 41Q: 3 clusters Score -893856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -893864.437500 Penalty: 4452.602051
	Iteration 42Q: 3 clusters Score -893864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -893873.625000 Penalty: 4452.602051
	Iteration 43Q: 3 clusters Score -893873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -893885.000000 Penalty: 4452.602051
	Iteration 44Q: 3 clusters Score -893885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -893897.875000 Penalty: 4452.602051
	Iteration 45Q: 3 clusters Score -893897.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -893912.375000 Penalty: 4452.602051
	Iteration 46Q: 3 clusters Score -893912.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -893924.500000 Penalty: 4452.602051
	Iteration 47Q: 3 clusters Score -893924.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -893944.625000 Penalty: 4452.602051
	Iteration 48Q: 3 clusters Score -893944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -893962.437500 Penalty: 4452.602051
	Iteration 49Q: 3 clusters Score -893962.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -893977.000000 Penalty: 4452.602051
	Iteration 50Q: 3 clusters Score -893977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -893987.500000 Penalty: 4452.602051
	Iteration 51Q: 3 clusters Score -893987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -894003.062500 Penalty: 4452.602051
	Iteration 52Q: 3 clusters Score -894003.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -894011.187500 Penalty: 4452.602051
	Iteration 53Q: 3 clusters Score -894011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -894017.375000 Penalty: 4452.602051
	Iteration 54Q: 3 clusters Score -894017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -894019.375000 Penalty: 4452.602051
	Iteration 55Q: 3 clusters Score -894019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -894020.500000 Penalty: 4452.602051
	Iteration 56Q: 3 clusters Score -894020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -894020.500000 Penalty: 4452.602051
	Iteration 57F: 3 clusters Score -894020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -490691.187500 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -490691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -486620.437500 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -486620.4 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -487653.656250 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -487653.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487893.000000 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -487893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -488013.375000 Penalty: 4149.142578
	Iteration 3F: 3 clusters Score -488013.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -488091.062500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -488091.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -488148.625000 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -488148.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -488195.750000 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -488195.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -488241.156250 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -488241.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -488273.062500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -488273.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -488293.281250 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -488293.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -488312.343750 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -488312.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -488334.312500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -488334.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -488348.218750 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -488348.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -488361.281250 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -488361.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -488373.218750 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -488373.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -488383.531250 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -488383.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -488392.531250 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -488392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -488399.343750 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -488399.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -488408.281250 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -488408.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -488413.125000 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -488413.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -488422.062500 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -488422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -488427.937500 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -488427.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -488438.656250 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -488438.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -488445.062500 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -488445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -488454.562500 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -488454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -488460.343750 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -488460.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -488464.562500 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -488464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -488469.125000 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -488469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -488475.375000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -488475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -488479.906250 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -488479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -488485.531250 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -488485.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -488493.375000 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -488493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -488505.125000 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -488505.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -488515.937500 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -488515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -488526.718750 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -488526.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -488536.875000 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -488536.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -488548.687500 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -488548.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -488558.812500 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -488558.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -488567.500000 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -488567.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -488574.156250 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -488574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -488583.812500 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -488583.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -488595.281250 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -488595.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -488609.437500 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -488609.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -488620.781250 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -488620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -488631.968750 Penalty: 4149.142578
	Iteration 44Q: 3 clusters Score -488632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -488640.750000 Penalty: 4149.142578
	Iteration 45Q: 3 clusters Score -488640.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -488647.375000 Penalty: 4149.142578
	Iteration 46Q: 3 clusters Score -488647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -488654.250000 Penalty: 4149.142578
	Iteration 47Q: 3 clusters Score -488654.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -488660.937500 Penalty: 4149.142578
	Iteration 48Q: 3 clusters Score -488660.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -488670.031250 Penalty: 4149.142578
	Iteration 49Q: 3 clusters Score -488670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -488678.687500 Penalty: 4149.142578
	Iteration 50Q: 3 clusters Score -488678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -488683.343750 Penalty: 4149.142578
	Iteration 51Q: 3 clusters Score -488683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -488687.906250 Penalty: 4149.142578
	Iteration 52Q: 3 clusters Score -488687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -488692.343750 Penalty: 4149.142578
	Iteration 53Q: 3 clusters Score -488692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -488694.593750 Penalty: 4149.142578
	Iteration 54Q: 3 clusters Score -488694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -488699.187500 Penalty: 4149.142578
	Iteration 55Q: 3 clusters Score -488699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -488703.187500 Penalty: 4149.142578
	Iteration 56Q: 3 clusters Score -488703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -488706.312500 Penalty: 4149.142578
	Iteration 57Q: 3 clusters Score -488706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -488708.562500 Penalty: 4149.142578
	Iteration 58Q: 3 clusters Score -488708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -488710.625000 Penalty: 4149.142578
	Iteration 59Q: 3 clusters Score -488710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -488713.125000 Penalty: 4149.142578
	Iteration 60F: 3 clusters Score -488713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -488712.968750 Penalty: 4149.142578
	Iteration 61Q: 3 clusters Score -488713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -488714.093750 Penalty: 4149.142578
	Iteration 62Q: 3 clusters Score -488714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -488716.343750 Penalty: 4149.142578
	Iteration 63Q: 3 clusters Score -488716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -488720.062500 Penalty: 4149.142578
	Iteration 64Q: 3 clusters Score -488720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -488724.156250 Penalty: 4149.142578
	Iteration 65Q: 3 clusters Score -488724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -488730.093750 Penalty: 4149.142578
	Iteration 66Q: 3 clusters Score -488730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -488737.500000 Penalty: 4149.142578
	Iteration 67Q: 3 clusters Score -488737.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -488743.812500 Penalty: 4149.142578
	Iteration 68Q: 3 clusters Score -488743.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -488751.937500 Penalty: 4149.142578
	Iteration 69Q: 3 clusters Score -488751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -488761.062500 Penalty: 4149.142578
	Iteration 70Q: 3 clusters Score -488761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -488771.812500 Penalty: 4149.142578
	Iteration 71Q: 3 clusters Score -488771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -488778.125000 Penalty: 4149.142578
	Iteration 72Q: 3 clusters Score -488778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -488786.156250 Penalty: 4149.142578
	Iteration 73Q: 3 clusters Score -488786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -488790.906250 Penalty: 4149.142578
	Iteration 74Q: 3 clusters Score -488790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -488798.187500 Penalty: 4149.142578
	Iteration 75Q: 3 clusters Score -488798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -488804.562500 Penalty: 4149.142578
	Iteration 76Q: 3 clusters Score -488804.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -488810.812500 Penalty: 4149.142578
	Iteration 77Q: 3 clusters Score -488810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -488817.218750 Penalty: 4149.142578
	Iteration 78Q: 3 clusters Score -488817.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -488823.593750 Penalty: 4149.142578
	Iteration 79Q: 3 clusters Score -488823.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -488829.031250 Penalty: 4149.142578
	Iteration 80F: 3 clusters Score -488829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -488831.875000 Penalty: 4149.142578
	Iteration 81Q: 3 clusters Score -488831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -488835.187500 Penalty: 4149.142578
	Iteration 82Q: 3 clusters Score -488835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -488838.500000 Penalty: 4149.142578
	Iteration 83Q: 3 clusters Score -488838.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -488844.937500 Penalty: 4149.142578
	Iteration 84Q: 3 clusters Score -488844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -488846.281250 Penalty: 4149.142578
	Iteration 85Q: 3 clusters Score -488846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -488848.906250 Penalty: 4149.142578
	Iteration 86Q: 3 clusters Score -488848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -488848.875000 Penalty: 4149.142578
	Iteration 87Q: 3 clusters Score -488848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -488850.062500 Penalty: 4149.142578
	Iteration 88Q: 3 clusters Score -488850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -488850.062500 Penalty: 4149.142578
	Iteration 89F: 3 clusters Score -488850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -196200.234375 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -196200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -193737.109375 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -193737.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -194226.828125 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -194226.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194354.031250 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -194354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194432.531250 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -194432.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194496.968750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -194497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194597.968750 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -194598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -194770.265625 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -194770.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -194996.906250 Penalty: 3730.573730
	Iteration 7F: 3 clusters Score -194996.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -195273.328125 Penalty: 3730.573730
	Iteration 8F: 3 clusters Score -195273.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -195485.515625 Penalty: 3730.573730
	Iteration 9F: 3 clusters Score -195485.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -195575.500000 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -195575.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -195626.296875 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -195626.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -195648.140625 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -195648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -195659.031250 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -195659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -195662.812500 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -195662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -195662.812500 Penalty: 3730.573730
	Iteration 15F: 3 clusters Score -195662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -178944.609375 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -178944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176625.453125 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -176625.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -177072.187500 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -177072.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177216.640625 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -177216.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177301.796875 Penalty: 3635.881104
	Iteration 3Q: 3 clusters Score -177301.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -177357.343750 Penalty: 3635.881104
	Iteration 4Q: 3 clusters Score -177357.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177394.609375 Penalty: 3635.881104
	Iteration 5Q: 3 clusters Score -177394.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177433.078125 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -177433.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -177469.968750 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -177470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -177494.734375 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -177494.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -177514.812500 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -177514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -177521.328125 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -177521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177525.765625 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -177525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -177530.875000 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -177530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -177533.656250 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -177533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177535.015625 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -177535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177537.062500 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -177537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177541.062500 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -177541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177542.859375 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -177542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -177543.828125 Penalty: 3635.881104
	Iteration 18Q: 3 clusters Score -177543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177544.796875 Penalty: 3635.881104
	Iteration 19Q: 3 clusters Score -177544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177544.796875 Penalty: 3635.881104
	Iteration 20F: 3 clusters Score -177544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -186774.546875 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -186774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -184312.640625 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -184312.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -184838.281250 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -184838.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -185072.281250 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -185072.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -185336.937500 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -185336.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -185676.500000 Penalty: 3725.445068
	Iteration 4F: 3 clusters Score -185676.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -185944.093750 Penalty: 3725.445068
	Iteration 5F: 3 clusters Score -185944.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -186137.234375 Penalty: 3725.445068
	Iteration 6F: 3 clusters Score -186137.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -186239.265625 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -186239.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -186312.312500 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -186312.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -186352.796875 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -186352.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186382.031250 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -186382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -186409.031250 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -186409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -186417.000000 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -186417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -186421.421875 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -186421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -186422.812500 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -186422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -186427.140625 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -186427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -186428.203125 Penalty: 3725.445068
	Iteration 16Q: 3 clusters Score -186428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186429.234375 Penalty: 3725.445068
	Iteration 17Q: 3 clusters Score -186429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186430.953125 Penalty: 3725.445068
	Iteration 18Q: 3 clusters Score -186431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186435.390625 Penalty: 3725.445068
	Iteration 19Q: 3 clusters Score -186435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186442.203125 Penalty: 3725.445068
	Iteration 20F: 3 clusters Score -186442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186449.109375 Penalty: 3725.445068
	Iteration 21Q: 3 clusters Score -186449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -186452.078125 Penalty: 3725.445068
	Iteration 22Q: 3 clusters Score -186452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -186453.984375 Penalty: 3725.445068
	Iteration 23Q: 3 clusters Score -186454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -186455.937500 Penalty: 3725.445068
	Iteration 24Q: 3 clusters Score -186455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186456.500000 Penalty: 3725.445068
	Iteration 25Q: 3 clusters Score -186456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186456.921875 Penalty: 3725.445068
	Iteration 26Q: 3 clusters Score -186456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186456.921875 Penalty: 3725.445068
	Iteration 27F: 3 clusters Score -186456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -550715.375000 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -550715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -546232.312500 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -546232.3 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -547572.750000 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -547572.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -548183.437500 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -548183.4 nChanged 431
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: -548761.187500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -548761.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -549302.562500 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -549302.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -549730.937500 Penalty: 4222.141113
	Iteration 5F: 3 clusters Score -549730.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -550061.000000 Penalty: 4222.141113
	Iteration 6F: 3 clusters Score -550061 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -550232.875000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -550232.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -550340.937500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -550340.9 nChanged 89
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: -550413.562500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -550413.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -550462.625000 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -550462.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -550502.437500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -550502.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -550527.937500 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -550527.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -550548.250000 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -550548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -550558.562500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -550558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -550563.625000 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -550563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -550568.937500 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -550568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -550573.812500 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -550573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -550579.375000 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -550579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -550583.312500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -550583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -550584.750000 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -550584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -550588.687500 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -550588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -550589.562500 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -550589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -550590.250000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -550590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -550589.625000 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -550589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -550591.437500 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -550591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -550591.437500 Penalty: 4222.141113
	Iteration 26F: 3 clusters Score -550591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -559820.062500 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -559820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -555300.500000 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -555300.5 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -556426.187500 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -556426.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -556744.875000 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -556744.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -557047.750000 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -557047.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -557377.125000 Penalty: 4224.130859
	Iteration 4F: 3 clusters Score -557377.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -557721.375000 Penalty: 4224.130859
	Iteration 5F: 3 clusters Score -557721.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -558005.312500 Penalty: 4224.130859
	Iteration 6F: 3 clusters Score -558005.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -558232.062500 Penalty: 4224.130859
	Iteration 7F: 3 clusters Score -558232.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -558372.125000 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -558372.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -558458.750000 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -558458.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -558523.250000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -558523.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -558564.562500 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -558564.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -558593.000000 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -558593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -558609.375000 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -558609.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -558624.187500 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -558624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -558629.000000 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -558629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -558633.687500 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -558633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -558637.250000 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -558637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -558642.812500 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -558642.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -558647.625000 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -558647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -558653.687500 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -558653.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -558656.750000 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -558656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -558660.125000 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -558660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -558660.312500 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -558660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -558662.375000 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -558662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -558663.687500 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -558663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -558664.625000 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -558664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -558666.937500 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -558666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -558667.250000 Penalty: 4224.130859
	Iteration 28Q: 3 clusters Score -558667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -558669.625000 Penalty: 4224.130859
	Iteration 29Q: 3 clusters Score -558669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558670.062500 Penalty: 4224.130859
	Iteration 30Q: 3 clusters Score -558670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558670.062500 Penalty: 4224.130859
	Iteration 31F: 3 clusters Score -558670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -558685.625000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -558685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -554163.437500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -554163.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -555383.750000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -555383.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -555671.562500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -555671.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -555867.500000 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -555867.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -556002.375000 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -556002.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -556140.187500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -556140.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556254.312500 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -556254.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -556340.437500 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -556340.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -556422.625000 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -556422.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -556490.875000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -556490.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -556551.250000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -556551.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -556606.937500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -556606.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -556653.250000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -556653.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -556699.937500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -556699.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -556742.062500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -556742.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -556776.562500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -556776.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -556811.312500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -556811.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -556845.687500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -556845.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -556881.750000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -556881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -556907.625000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -556907.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -556935.312500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -556935.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -556965.750000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -556965.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -556989.312500 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -556989.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -557010.687500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -557010.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -557029.625000 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -557029.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -557041.062500 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -557041.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -557048.125000 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -557048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -557053.437500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -557053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -557058.000000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -557058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -557060.687500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -557060.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -557064.062500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -557064.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -557070.250000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -557070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -557075.562500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -557075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -557077.187500 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -557077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -557078.375000 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -557078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -557081.750000 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -557081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -557082.625000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -557082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -557084.187500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -557084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -557084.750000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -557084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -557084.937500 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -557084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -557084.937500 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -557084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -295010.281250 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -295010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291842.687500 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -291842.7 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292731.250000 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -292731.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -293094.062500 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -293094.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -293427.906250 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -293427.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -293736.218750 Penalty: 3968.838135
	Iteration 4F: 3 clusters Score -293736.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -293983.531250 Penalty: 3968.838135
	Iteration 5F: 3 clusters Score -293983.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -294186.218750 Penalty: 3968.838135
	Iteration 6F: 3 clusters Score -294186.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -294331.750000 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -294331.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -294441.250000 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -294441.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -294523.312500 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -294523.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -294584.062500 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -294584.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -294617.187500 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -294617.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -294636.593750 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -294636.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -294653.312500 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -294653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -294667.343750 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -294667.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -294678.218750 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -294678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -294686.156250 Penalty: 3968.838135
	Iteration 16Q: 3 clusters Score -294686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -294691.593750 Penalty: 3968.838135
	Iteration 17Q: 3 clusters Score -294691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -294695.375000 Penalty: 3968.838135
	Iteration 18Q: 3 clusters Score -294695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -294702.062500 Penalty: 3968.838135
	Iteration 19Q: 3 clusters Score -294702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -294711.343750 Penalty: 3968.838135
	Iteration 20F: 3 clusters Score -294711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -294714.531250 Penalty: 3968.838135
	Iteration 21Q: 3 clusters Score -294714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -294716.562500 Penalty: 3968.838135
	Iteration 22Q: 3 clusters Score -294716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -294717.968750 Penalty: 3968.838135
	Iteration 23Q: 3 clusters Score -294718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -294719.343750 Penalty: 3968.838135
	Iteration 24Q: 3 clusters Score -294719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -294719.968750 Penalty: 3968.838135
	Iteration 25Q: 3 clusters Score -294720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -294720.562500 Penalty: 3968.838135
	Iteration 26Q: 3 clusters Score -294720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -294720.562500 Penalty: 3968.838135
	Iteration 27F: 3 clusters Score -294720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -386733.312500 Penalty: 2023.454102
	Iteration 0F: 2 clusters Score -386733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -383105.031250 Penalty: 4046.908203
	Iteration 0F: 3 clusters Score -383105 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -383896.218750 Penalty: 4046.908203
	Iteration 1F: 3 clusters Score -383896.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -384084.906250 Penalty: 4046.908203
	Iteration 2F: 3 clusters Score -384084.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -384193.718750 Penalty: 4046.908203
	Iteration 3Q: 3 clusters Score -384193.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -384276.718750 Penalty: 4046.908203
	Iteration 4Q: 3 clusters Score -384276.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -384364.812500 Penalty: 4046.908203
	Iteration 5Q: 3 clusters Score -384364.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -384450.187500 Penalty: 4046.908203
	Iteration 6Q: 3 clusters Score -384450.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -384522.156250 Penalty: 4046.908203
	Iteration 7Q: 3 clusters Score -384522.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -384582.593750 Penalty: 4046.908203
	Iteration 8Q: 3 clusters Score -384582.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -384648.250000 Penalty: 4046.908203
	Iteration 9Q: 3 clusters Score -384648.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -384722.531250 Penalty: 4046.908203
	Iteration 10Q: 3 clusters Score -384722.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -384797.843750 Penalty: 4046.908203
	Iteration 11Q: 3 clusters Score -384797.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -384878.093750 Penalty: 4046.908203
	Iteration 12Q: 3 clusters Score -384878.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -384936.750000 Penalty: 4046.908203
	Iteration 13Q: 3 clusters Score -384936.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -384971.593750 Penalty: 4046.908203
	Iteration 14Q: 3 clusters Score -384971.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -385000.687500 Penalty: 4046.908203
	Iteration 15Q: 3 clusters Score -385000.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -385027.625000 Penalty: 4046.908203
	Iteration 16Q: 3 clusters Score -385027.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -385042.250000 Penalty: 4046.908203
	Iteration 17Q: 3 clusters Score -385042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -385056.468750 Penalty: 4046.908203
	Iteration 18Q: 3 clusters Score -385056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -385073.312500 Penalty: 4046.908203
	Iteration 19Q: 3 clusters Score -385073.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -385085.906250 Penalty: 4046.908203
	Iteration 20F: 3 clusters Score -385085.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -385093.406250 Penalty: 4046.908203
	Iteration 21Q: 3 clusters Score -385093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -385102.468750 Penalty: 4046.908203
	Iteration 22Q: 3 clusters Score -385102.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -385109.125000 Penalty: 4046.908203
	Iteration 23Q: 3 clusters Score -385109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -385110.968750 Penalty: 4046.908203
	Iteration 24Q: 3 clusters Score -385111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -385114.156250 Penalty: 4046.908203
	Iteration 25Q: 3 clusters Score -385114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -385114.718750 Penalty: 4046.908203
	Iteration 26Q: 3 clusters Score -385114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -385116.000000 Penalty: 4046.908203
	Iteration 27Q: 3 clusters Score -385116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -385116.468750 Penalty: 4046.908203
	Iteration 28Q: 3 clusters Score -385116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -385117.781250 Penalty: 4046.908203
	Iteration 29Q: 3 clusters Score -385117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -385119.000000 Penalty: 4046.908203
	Iteration 30Q: 3 clusters Score -385119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -385119.406250 Penalty: 4046.908203
	Iteration 31Q: 3 clusters Score -385119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -385119.218750 Penalty: 4046.908203
	Iteration 32Q: 3 clusters Score -385119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -385120.187500 Penalty: 4046.908203
	Iteration 33Q: 3 clusters Score -385120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -385120.031250 Penalty: 4046.908203
	Iteration 34Q: 3 clusters Score -385120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -385120.156250 Penalty: 4046.908203
	Iteration 35Q: 3 clusters Score -385120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -385120.656250 Penalty: 4046.908203
	Iteration 36Q: 3 clusters Score -385120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -385120.656250 Penalty: 4046.908203
	Iteration 37F: 3 clusters Score -385120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Entering Unmasked Estep 
Score: -1085000.500000 Penalty: 2264.373535
	Iteration 0F: 2 clusters Score -1085000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1077897.250000 Penalty: 4528.747070
	Iteration 0F: 3 clusters Score -1077897 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1080070.125000 Penalty: 4528.747070
	Iteration 1F: 3 clusters Score -1080070 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1080496.125000 Penalty: 4528.747070
	Iteration 2F: 3 clusters Score -1080496 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1080853.500000 Penalty: 4528.747070
	Iteration 3F: 3 clusters Score -1080854 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1081173.250000 Penalty: 4528.747070
	Iteration 4F: 3 clusters Score -1081173 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1081442.500000 Penalty: 4528.747070
	Iteration 5Q: 3 clusters Score -1081442 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1081690.875000 Penalty: 4528.747070
	Iteration 6Q: 3 clusters Score -1081691 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1081927.375000 Penalty: 4528.747070
	Iteration 7Q: 3 clusters Score -1081927 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1082160.125000 Penalty: 4528.747070
	Iteration 8Q: 3 clusters Score -1082160 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1082393.250000 Penalty: 4528.747070
	Iteration 9Q: 3 clusters Score -1082393 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1082580.500000 Penalty: 4528.747070
	Iteration 10Q: 3 clusters Score -1082580 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1082771.875000 Penalty: 4528.747070
	Iteration 11Q: 3 clusters Score -1082772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1082958.375000 Penalty: 4528.747070
	Iteration 12Q: 3 clusters Score -1082958 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1083114.000000 Penalty: 4528.747070
	Iteration 13Q: 3 clusters Score -1083114 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1083262.375000 Penalty: 4528.747070
	Iteration 14Q: 3 clusters Score -1083262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1083392.625000 Penalty: 4528.747070
	Iteration 15Q: 3 clusters Score -1083393 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1083524.875000 Penalty: 4528.747070
	Iteration 16Q: 3 clusters Score -1083525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1083608.750000 Penalty: 4528.747070
	Iteration 17Q: 3 clusters Score -1083609 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1083679.625000 Penalty: 4528.747070
	Iteration 18Q: 3 clusters Score -1083680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1083730.500000 Penalty: 4528.747070
	Iteration 19Q: 3 clusters Score -1083730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1083790.500000 Penalty: 4528.747070
	Iteration 20F: 3 clusters Score -1083790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1083866.500000 Penalty: 4528.747070
	Iteration 21Q: 3 clusters Score -1083866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1083927.875000 Penalty: 4528.747070
	Iteration 22Q: 3 clusters Score -1083928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1083966.000000 Penalty: 4528.747070
	Iteration 23Q: 3 clusters Score -1083966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1083989.250000 Penalty: 4528.747070
	Iteration 24Q: 3 clusters Score -1083989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1084023.500000 Penalty: 4528.747070
	Iteration 25Q: 3 clusters Score -1084024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1084050.875000 Penalty: 4528.747070
	Iteration 26Q: 3 clusters Score -1084051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1084076.750000 Penalty: 4528.747070
	Iteration 27Q: 3 clusters Score -1084077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1084105.375000 Penalty: 4528.747070
	Iteration 28Q: 3 clusters Score -1084105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1084119.625000 Penalty: 4528.747070
	Iteration 29Q: 3 clusters Score -1084120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1084127.375000 Penalty: 4528.747070
	Iteration 30Q: 3 clusters Score -1084127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1084135.625000 Penalty: 4528.747070
	Iteration 31Q: 3 clusters Score -1084136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1084147.000000 Penalty: 4528.747070
	Iteration 32Q: 3 clusters Score -1084147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1084157.250000 Penalty: 4528.747070
	Iteration 33Q: 3 clusters Score -1084157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1084166.750000 Penalty: 4528.747070
	Iteration 34Q: 3 clusters Score -1084167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1084173.125000 Penalty: 4528.747070
	Iteration 35Q: 3 clusters Score -1084173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1084176.875000 Penalty: 4528.747070
	Iteration 36Q: 3 clusters Score -1084177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1084178.375000 Penalty: 4528.747070
	Iteration 37Q: 3 clusters Score -1084178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1084179.000000 Penalty: 4528.747070
	Iteration 38Q: 3 clusters Score -1084179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1084183.000000 Penalty: 4528.747070
	Iteration 39Q: 3 clusters Score -1084183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1084183.750000 Penalty: 4528.747070
	Iteration 40F: 3 clusters Score -1084184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1084189.875000 Penalty: 4528.747070
	Iteration 41Q: 3 clusters Score -1084190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1084188.500000 Penalty: 4528.747070
	Iteration 42Q: 3 clusters Score -1084188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1084189.500000 Penalty: 4528.747070
	Iteration 43Q: 3 clusters Score -1084190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1084193.625000 Penalty: 4528.747070
	Iteration 44Q: 3 clusters Score -1084194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1084198.125000 Penalty: 4528.747070
	Iteration 45Q: 3 clusters Score -1084198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1084200.250000 Penalty: 4528.747070
	Iteration 46Q: 3 clusters Score -1084200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1084203.375000 Penalty: 4528.747070
	Iteration 47Q: 3 clusters Score -1084203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1084204.125000 Penalty: 4528.747070
	Iteration 48Q: 3 clusters Score -1084204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1084206.000000 Penalty: 4528.747070
	Iteration 49Q: 3 clusters Score -1084206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1084207.375000 Penalty: 4528.747070
	Iteration 50Q: 3 clusters Score -1084207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1084211.000000 Penalty: 4528.747070
	Iteration 51Q: 3 clusters Score -1084211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1084213.000000 Penalty: 4528.747070
	Iteration 52Q: 3 clusters Score -1084213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1084213.500000 Penalty: 4528.747070
	Iteration 53Q: 3 clusters Score -1084214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1084212.375000 Penalty: 4528.747070
	Iteration 54Q: 3 clusters Score -1084212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1084212.375000 Penalty: 4528.747070
	Iteration 55F: 3 clusters Score -1084212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -532027.062500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -532027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -527704.312500 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -527704.3 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -528658.000000 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -528658 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -528899.750000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -528899.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -529091.437500 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -529091.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -529263.375000 Penalty: 4185.000000
	Iteration 4F: 3 clusters Score -529263.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -529429.437500 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -529429.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -529592.500000 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -529592.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -529773.937500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -529773.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -529940.812500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -529940.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -530095.750000 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -530095.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -530318.687500 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -530318.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -530613.750000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -530613.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -530869.375000 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -530869.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -531075.500000 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -531075.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -531237.250000 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -531237.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -531355.750000 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -531355.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -531441.562500 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -531441.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -531501.750000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -531501.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -531546.750000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -531546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -531568.562500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -531568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -531578.187500 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -531578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -531582.625000 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -531582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -531586.312500 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -531586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -531587.187500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -531587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -531587.437500 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -531587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -531588.000000 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -531588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531587.500000 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -531587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531587.500000 Penalty: 4185.000000
	Iteration 27F: 3 clusters Score -531587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -250039.984375 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -250040 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 1117 members 
Entering Unmasked Estep 
Score: -247281.359375 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -247281.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247821.890625 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -247821.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -247993.625000 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -247993.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -248078.671875 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -248078.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -248126.156250 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -248126.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -248158.515625 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -248158.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -248180.640625 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -248180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248196.921875 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -248196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248211.875000 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -248211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248221.921875 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -248221.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248239.937500 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -248239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248253.640625 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -248253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248263.437500 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -248263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248269.281250 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -248269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -248271.515625 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -248271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248272.500000 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -248272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248273.531250 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -248273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -248274.937500 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -248274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -248277.125000 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -248277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248279.250000 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -248279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248283.484375 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -248283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -248289.890625 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -248289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -248293.015625 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -248293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248295.484375 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -248295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248298.328125 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -248298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248301.046875 Penalty: 3821.139648
	Iteration 25Q: 3 clusters Score -248301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248303.281250 Penalty: 3821.139648
	Iteration 26Q: 3 clusters Score -248303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -248304.562500 Penalty: 3821.139648
	Iteration 27Q: 3 clusters Score -248304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248305.093750 Penalty: 3821.139648
	Iteration 28Q: 3 clusters Score -248305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248306.203125 Penalty: 3821.139648
	Iteration 29Q: 3 clusters Score -248306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -248306.578125 Penalty: 3821.139648
	Iteration 30Q: 3 clusters Score -248306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -248306.578125 Penalty: 3821.139648
	Iteration 31F: 3 clusters Score -248306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -845273.625000 Penalty: 2205.197021
	Iteration 0F: 2 clusters Score -845273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -839235.625000 Penalty: 4410.394043
	Iteration 0F: 3 clusters Score -839235.6 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -840847.000000 Penalty: 4410.394043
	Iteration 1F: 3 clusters Score -840847 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -841120.062500 Penalty: 4410.394043
	Iteration 2F: 3 clusters Score -841120.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -841331.250000 Penalty: 4410.394043
	Iteration 3F: 3 clusters Score -841331.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -841518.250000 Penalty: 4410.394043
	Iteration 4Q: 3 clusters Score -841518.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -841670.937500 Penalty: 4410.394043
	Iteration 5Q: 3 clusters Score -841670.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -841800.062500 Penalty: 4410.394043
	Iteration 6Q: 3 clusters Score -841800.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -841928.875000 Penalty: 4410.394043
	Iteration 7Q: 3 clusters Score -841928.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -842069.250000 Penalty: 4410.394043
	Iteration 8Q: 3 clusters Score -842069.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -842203.812500 Penalty: 4410.394043
	Iteration 9Q: 3 clusters Score -842203.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -842354.250000 Penalty: 4410.394043
	Iteration 10Q: 3 clusters Score -842354.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -842526.687500 Penalty: 4410.394043
	Iteration 11Q: 3 clusters Score -842526.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -842704.687500 Penalty: 4410.394043
	Iteration 12Q: 3 clusters Score -842704.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -842858.125000 Penalty: 4410.394043
	Iteration 13Q: 3 clusters Score -842858.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -842982.812500 Penalty: 4410.394043
	Iteration 14Q: 3 clusters Score -842982.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -843121.187500 Penalty: 4410.394043
	Iteration 15Q: 3 clusters Score -843121.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -843226.125000 Penalty: 4410.394043
	Iteration 16Q: 3 clusters Score -843226.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -843290.187500 Penalty: 4410.394043
	Iteration 17Q: 3 clusters Score -843290.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -843338.437500 Penalty: 4410.394043
	Iteration 18Q: 3 clusters Score -843338.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -843377.312500 Penalty: 4410.394043
	Iteration 19Q: 3 clusters Score -843377.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -843412.312500 Penalty: 4410.394043
	Iteration 20F: 3 clusters Score -843412.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -843438.562500 Penalty: 4410.394043
	Iteration 21Q: 3 clusters Score -843438.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -843454.625000 Penalty: 4410.394043
	Iteration 22Q: 3 clusters Score -843454.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -843471.187500 Penalty: 4410.394043
	Iteration 23Q: 3 clusters Score -843471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -843485.312500 Penalty: 4410.394043
	Iteration 24Q: 3 clusters Score -843485.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -843494.500000 Penalty: 4410.394043
	Iteration 25Q: 3 clusters Score -843494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -843498.437500 Penalty: 4410.394043
	Iteration 26Q: 3 clusters Score -843498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -843502.625000 Penalty: 4410.394043
	Iteration 27Q: 3 clusters Score -843502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -843503.562500 Penalty: 4410.394043
	Iteration 28Q: 3 clusters Score -843503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -843508.187500 Penalty: 4410.394043
	Iteration 29Q: 3 clusters Score -843508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -843512.312500 Penalty: 4410.394043
	Iteration 30Q: 3 clusters Score -843512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -843516.375000 Penalty: 4410.394043
	Iteration 31Q: 3 clusters Score -843516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -843519.750000 Penalty: 4410.394043
	Iteration 32Q: 3 clusters Score -843519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -843524.375000 Penalty: 4410.394043
	Iteration 33Q: 3 clusters Score -843524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -843525.250000 Penalty: 4410.394043
	Iteration 34Q: 3 clusters Score -843525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -843527.187500 Penalty: 4410.394043
	Iteration 35Q: 3 clusters Score -843527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -843531.500000 Penalty: 4410.394043
	Iteration 36Q: 3 clusters Score -843531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -843532.187500 Penalty: 4410.394043
	Iteration 37Q: 3 clusters Score -843532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -843534.250000 Penalty: 4410.394043
	Iteration 38Q: 3 clusters Score -843534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -843535.437500 Penalty: 4410.394043
	Iteration 39Q: 3 clusters Score -843535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -843536.750000 Penalty: 4410.394043
	Iteration 40F: 3 clusters Score -843536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -843537.187500 Penalty: 4410.394043
	Iteration 41Q: 3 clusters Score -843537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -843537.500000 Penalty: 4410.394043
	Iteration 42Q: 3 clusters Score -843537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -843537.375000 Penalty: 4410.394043
	Iteration 43Q: 3 clusters Score -843537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -843542.000000 Penalty: 4410.394043
	Iteration 44Q: 3 clusters Score -843542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -843543.625000 Penalty: 4410.394043
	Iteration 45Q: 3 clusters Score -843543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -843542.125000 Penalty: 4410.394043
	Iteration 46Q: 3 clusters Score -843542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -843542.125000 Penalty: 4410.394043
	Iteration 47F: 3 clusters Score -843542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -301147.093750 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -301147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -298160.156250 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -298160.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298972.093750 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -298972.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -299322.781250 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -299322.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -299629.812500 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -299629.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -299868.500000 Penalty: 3902.274170
	Iteration 4F: 3 clusters Score -299868.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -300001.812500 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -300001.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -300068.343750 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -300068.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -300122.375000 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -300122.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -300162.343750 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -300162.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -300183.062500 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -300183.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -300202.312500 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -300202.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -300216.406250 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -300216.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -300227.531250 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -300227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -300234.937500 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -300234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -300245.687500 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -300245.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -300253.531250 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -300253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -300258.468750 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -300258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -300260.562500 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -300260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -300262.968750 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -300263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -300262.968750 Penalty: 3902.274170
	Iteration 19F: 3 clusters Score -300263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -409995.406250 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -409995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -406342.125000 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -406342.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407137.375000 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -407137.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -407322.406250 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -407322.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -407412.968750 Penalty: 4056.047852
	Iteration 3Q: 3 clusters Score -407413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -407478.125000 Penalty: 4056.047852
	Iteration 4Q: 3 clusters Score -407478.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -407520.250000 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -407520.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -407563.468750 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -407563.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -407597.093750 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -407597.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -407625.343750 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -407625.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -407650.968750 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -407651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407668.593750 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -407668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -407680.187500 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -407680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -407687.750000 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -407687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -407695.093750 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -407695.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -407700.375000 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -407700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407703.312500 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -407703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407707.375000 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -407707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -407710.781250 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -407710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -407714.375000 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -407714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -407720.500000 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -407720.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407730.375000 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -407730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -407736.031250 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -407736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -407740.281250 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -407740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -407742.406250 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -407742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407746.312500 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -407746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -407749.062500 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -407749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -407752.062500 Penalty: 4056.047852
	Iteration 26Q: 3 clusters Score -407752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407753.375000 Penalty: 4056.047852
	Iteration 27Q: 3 clusters Score -407753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -407752.937500 Penalty: 4056.047852
	Iteration 28Q: 3 clusters Score -407752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -407753.343750 Penalty: 4056.047852
	Iteration 29Q: 3 clusters Score -407753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -407753.843750 Penalty: 4056.047852
	Iteration 30Q: 3 clusters Score -407753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -407754.781250 Penalty: 4056.047852
	Iteration 31Q: 3 clusters Score -407754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -407756.125000 Penalty: 4056.047852
	Iteration 32Q: 3 clusters Score -407756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -407758.125000 Penalty: 4056.047852
	Iteration 33Q: 3 clusters Score -407758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -407758.906250 Penalty: 4056.047852
	Iteration 34Q: 3 clusters Score -407758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -407759.281250 Penalty: 4056.047852
	Iteration 35Q: 3 clusters Score -407759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -407761.500000 Penalty: 4056.047852
	Iteration 36Q: 3 clusters Score -407761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -407762.156250 Penalty: 4056.047852
	Iteration 37Q: 3 clusters Score -407762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -407763.312500 Penalty: 4056.047852
	Iteration 38Q: 3 clusters Score -407763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -407764.875000 Penalty: 4056.047852
	Iteration 39Q: 3 clusters Score -407764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -407766.281250 Penalty: 4056.047852
	Iteration 40F: 3 clusters Score -407766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -407768.062500 Penalty: 4056.047852
	Iteration 41Q: 3 clusters Score -407768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -407769.406250 Penalty: 4056.047852
	Iteration 42Q: 3 clusters Score -407769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -407771.187500 Penalty: 4056.047852
	Iteration 43Q: 3 clusters Score -407771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -407773.281250 Penalty: 4056.047852
	Iteration 44Q: 3 clusters Score -407773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -407776.937500 Penalty: 4056.047852
	Iteration 45Q: 3 clusters Score -407776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -407779.781250 Penalty: 4056.047852
	Iteration 46Q: 3 clusters Score -407779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -407780.593750 Penalty: 4056.047852
	Iteration 47Q: 3 clusters Score -407780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -407781.000000 Penalty: 4056.047852
	Iteration 48Q: 3 clusters Score -407781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -407781.250000 Penalty: 4056.047852
	Iteration 49Q: 3 clusters Score -407781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -407781.250000 Penalty: 4056.047852
	Iteration 50F: 3 clusters Score -407781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1140429.125000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1140429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1132677.875000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1132678 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1135128.375000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1135128 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1135545.625000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1135546 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1135845.125000 Penalty: 4573.215332
	Iteration 3F: 3 clusters Score -1135845 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1136123.000000 Penalty: 4573.215332
	Iteration 4Q: 3 clusters Score -1136123 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1136330.500000 Penalty: 4573.215332
	Iteration 5Q: 3 clusters Score -1136330 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1136495.125000 Penalty: 4573.215332
	Iteration 6Q: 3 clusters Score -1136495 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1136650.000000 Penalty: 4573.215332
	Iteration 7Q: 3 clusters Score -1136650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1136808.625000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1136809 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1136961.000000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1136961 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1137105.000000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1137105 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1137259.125000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1137259 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1137402.125000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1137402 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1137542.500000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1137542 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1137700.125000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1137700 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1137853.750000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1137854 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1138016.375000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1138016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1138187.000000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1138187 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1138325.875000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1138326 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1138436.625000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1138437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1138519.625000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1138520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1138596.000000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1138596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1138657.875000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1138658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1138707.000000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1138707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1138749.750000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1138750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1138785.375000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1138785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1138817.750000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1138818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1138847.750000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1138848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1138877.750000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1138878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1138916.500000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1138916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1138945.375000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1138945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1138972.500000 Penalty: 4573.215332
	Iteration 31Q: 3 clusters Score -1138972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1138998.250000 Penalty: 4573.215332
	Iteration 32Q: 3 clusters Score -1138998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1139027.750000 Penalty: 4573.215332
	Iteration 33Q: 3 clusters Score -1139028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1139055.125000 Penalty: 4573.215332
	Iteration 34Q: 3 clusters Score -1139055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1139081.875000 Penalty: 4573.215332
	Iteration 35Q: 3 clusters Score -1139082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1139101.750000 Penalty: 4573.215332
	Iteration 36Q: 3 clusters Score -1139102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1139116.375000 Penalty: 4573.215332
	Iteration 37Q: 3 clusters Score -1139116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1139135.125000 Penalty: 4573.215332
	Iteration 38Q: 3 clusters Score -1139135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1139142.625000 Penalty: 4573.215332
	Iteration 39Q: 3 clusters Score -1139143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1139159.500000 Penalty: 4573.215332
	Iteration 40F: 3 clusters Score -1139160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1139173.750000 Penalty: 4573.215332
	Iteration 41Q: 3 clusters Score -1139174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1139181.375000 Penalty: 4573.215332
	Iteration 42Q: 3 clusters Score -1139181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1139185.000000 Penalty: 4573.215332
	Iteration 43Q: 3 clusters Score -1139185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1139189.625000 Penalty: 4573.215332
	Iteration 44Q: 3 clusters Score -1139190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1139197.500000 Penalty: 4573.215332
	Iteration 45Q: 3 clusters Score -1139198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1139202.875000 Penalty: 4573.215332
	Iteration 46Q: 3 clusters Score -1139203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1139202.500000 Penalty: 4573.215332
	Iteration 47Q: 3 clusters Score -1139202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1139204.375000 Penalty: 4573.215332
	Iteration 48Q: 3 clusters Score -1139204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1139207.625000 Penalty: 4573.215332
	Iteration 49Q: 3 clusters Score -1139208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1139207.625000 Penalty: 4573.215332
	Iteration 50Q: 3 clusters Score -1139208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1139209.625000 Penalty: 4573.215332
	Iteration 51Q: 3 clusters Score -1139210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1139210.500000 Penalty: 4573.215332
	Iteration 52Q: 3 clusters Score -1139210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1139212.875000 Penalty: 4573.215332
	Iteration 53Q: 3 clusters Score -1139213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1139215.000000 Penalty: 4573.215332
	Iteration 54Q: 3 clusters Score -1139215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1139212.750000 Penalty: 4573.215332
	Iteration 55Q: 3 clusters Score -1139213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1139213.875000 Penalty: 4573.215332
	Iteration 56Q: 3 clusters Score -1139214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1139212.125000 Penalty: 4573.215332
	Iteration 57Q: 3 clusters Score -1139212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1139213.625000 Penalty: 4573.215332
	Iteration 58Q: 3 clusters Score -1139214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1139212.875000 Penalty: 4573.215332
	Iteration 59Q: 3 clusters Score -1139213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1139213.375000 Penalty: 4573.215332
	Iteration 60F: 3 clusters Score -1139213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -271096.218750 Penalty: 1952.274414
	Iteration 0F: 2 clusters Score -271096.2 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 1302 members 
Entering Unmasked Estep 
Score: -268085.000000 Penalty: 3904.548828
	Iteration 0F: 3 clusters Score -268085 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -268836.312500 Penalty: 3904.548828
	Iteration 1F: 3 clusters Score -268836.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -269137.500000 Penalty: 3904.548828
	Iteration 2F: 3 clusters Score -269137.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -269365.437500 Penalty: 3904.548828
	Iteration 3F: 3 clusters Score -269365.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -269572.906250 Penalty: 3904.548828
	Iteration 4F: 3 clusters Score -269572.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -269724.281250 Penalty: 3904.548828
	Iteration 5Q: 3 clusters Score -269724.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -269842.968750 Penalty: 3904.548828
	Iteration 6Q: 3 clusters Score -269843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -269945.656250 Penalty: 3904.548828
	Iteration 7Q: 3 clusters Score -269945.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -270031.687500 Penalty: 3904.548828
	Iteration 8Q: 3 clusters Score -270031.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270089.250000 Penalty: 3904.548828
	Iteration 9Q: 3 clusters Score -270089.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -270119.218750 Penalty: 3904.548828
	Iteration 10Q: 3 clusters Score -270119.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -270138.187500 Penalty: 3904.548828
	Iteration 11Q: 3 clusters Score -270138.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -270157.500000 Penalty: 3904.548828
	Iteration 12Q: 3 clusters Score -270157.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270175.437500 Penalty: 3904.548828
	Iteration 13Q: 3 clusters Score -270175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -270189.406250 Penalty: 3904.548828
	Iteration 14Q: 3 clusters Score -270189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -270197.875000 Penalty: 3904.548828
	Iteration 15Q: 3 clusters Score -270197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -270204.562500 Penalty: 3904.548828
	Iteration 16Q: 3 clusters Score -270204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -270206.843750 Penalty: 3904.548828
	Iteration 17Q: 3 clusters Score -270206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -270208.250000 Penalty: 3904.548828
	Iteration 18Q: 3 clusters Score -270208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -270211.125000 Penalty: 3904.548828
	Iteration 19Q: 3 clusters Score -270211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -270212.406250 Penalty: 3904.548828
	Iteration 20F: 3 clusters Score -270212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -270214.593750 Penalty: 3904.548828
	Iteration 21Q: 3 clusters Score -270214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -270217.562500 Penalty: 3904.548828
	Iteration 22Q: 3 clusters Score -270217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -270220.281250 Penalty: 3904.548828
	Iteration 23Q: 3 clusters Score -270220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -270220.687500 Penalty: 3904.548828
	Iteration 24Q: 3 clusters Score -270220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -270220.687500 Penalty: 3904.548828
	Iteration 25F: 3 clusters Score -270220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Entering Unmasked Estep 
Score: -448162.187500 Penalty: 2057.110352
	Iteration 0F: 2 clusters Score -448162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -444351.093750 Penalty: 4114.220703
	Iteration 0F: 3 clusters Score -444351.1 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445398.781250 Penalty: 4114.220703
	Iteration 1F: 3 clusters Score -445398.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -445774.187500 Penalty: 4114.220703
	Iteration 2F: 3 clusters Score -445774.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446069.406250 Penalty: 4114.220703
	Iteration 3F: 3 clusters Score -446069.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -446321.875000 Penalty: 4114.220703
	Iteration 4F: 3 clusters Score -446321.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -446539.031250 Penalty: 4114.220703
	Iteration 5F: 3 clusters Score -446539 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -446701.437500 Penalty: 4114.220703
	Iteration 6Q: 3 clusters Score -446701.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -446793.156250 Penalty: 4114.220703
	Iteration 7Q: 3 clusters Score -446793.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -446856.312500 Penalty: 4114.220703
	Iteration 8Q: 3 clusters Score -446856.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -446911.781250 Penalty: 4114.220703
	Iteration 9Q: 3 clusters Score -446911.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -446951.843750 Penalty: 4114.220703
	Iteration 10Q: 3 clusters Score -446951.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -446990.125000 Penalty: 4114.220703
	Iteration 11Q: 3 clusters Score -446990.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -447035.187500 Penalty: 4114.220703
	Iteration 12Q: 3 clusters Score -447035.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -447078.968750 Penalty: 4114.220703
	Iteration 13Q: 3 clusters Score -447079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -447103.250000 Penalty: 4114.220703
	Iteration 14Q: 3 clusters Score -447103.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -447114.531250 Penalty: 4114.220703
	Iteration 15Q: 3 clusters Score -447114.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -447125.656250 Penalty: 4114.220703
	Iteration 16Q: 3 clusters Score -447125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -447134.375000 Penalty: 4114.220703
	Iteration 17Q: 3 clusters Score -447134.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -447147.781250 Penalty: 4114.220703
	Iteration 18Q: 3 clusters Score -447147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -447153.843750 Penalty: 4114.220703
	Iteration 19Q: 3 clusters Score -447153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -447160.343750 Penalty: 4114.220703
	Iteration 20F: 3 clusters Score -447160.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -447164.906250 Penalty: 4114.220703
	Iteration 21Q: 3 clusters Score -447164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -447171.843750 Penalty: 4114.220703
	Iteration 22Q: 3 clusters Score -447171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -447177.937500 Penalty: 4114.220703
	Iteration 23Q: 3 clusters Score -447177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -447180.625000 Penalty: 4114.220703
	Iteration 24Q: 3 clusters Score -447180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -447183.468750 Penalty: 4114.220703
	Iteration 25Q: 3 clusters Score -447183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -447184.218750 Penalty: 4114.220703
	Iteration 26Q: 3 clusters Score -447184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -447186.218750 Penalty: 4114.220703
	Iteration 27Q: 3 clusters Score -447186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -447185.656250 Penalty: 4114.220703
	Iteration 28Q: 3 clusters Score -447185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -447187.468750 Penalty: 4114.220703
	Iteration 29Q: 3 clusters Score -447187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -447188.625000 Penalty: 4114.220703
	Iteration 30Q: 3 clusters Score -447188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -447191.312500 Penalty: 4114.220703
	Iteration 31Q: 3 clusters Score -447191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -447192.031250 Penalty: 4114.220703
	Iteration 32Q: 3 clusters Score -447192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -447193.968750 Penalty: 4114.220703
	Iteration 33Q: 3 clusters Score -447194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -447195.937500 Penalty: 4114.220703
	Iteration 34Q: 3 clusters Score -447195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -447197.093750 Penalty: 4114.220703
	Iteration 35Q: 3 clusters Score -447197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -447201.093750 Penalty: 4114.220703
	Iteration 36Q: 3 clusters Score -447201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -447201.750000 Penalty: 4114.220703
	Iteration 37Q: 3 clusters Score -447201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -447202.250000 Penalty: 4114.220703
	Iteration 38Q: 3 clusters Score -447202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -447203.062500 Penalty: 4114.220703
	Iteration 39Q: 3 clusters Score -447203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -447203.093750 Penalty: 4114.220703
	Iteration 40F: 3 clusters Score -447203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447204.093750 Penalty: 4114.220703
	Iteration 41Q: 3 clusters Score -447204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447204.093750 Penalty: 4114.220703
	Iteration 42F: 3 clusters Score -447204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -642205.750000 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -642205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -637306.312500 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -637306.3 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -638525.437500 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -638525.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -638761.562500 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -638761.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -638938.312500 Penalty: 4268.271973
	Iteration 3F: 3 clusters Score -638938.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -639069.937500 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -639069.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -639181.875000 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -639181.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -639283.250000 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -639283.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -639372.312500 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -639372.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -639466.562500 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -639466.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -639574.750000 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -639574.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -639677.000000 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -639677 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -639765.187500 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -639765.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -639856.937500 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -639856.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -639954.437500 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -639954.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -640051.750000 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -640051.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -640129.187500 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -640129.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -640216.125000 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -640216.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -640319.062500 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -640319.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -640418.687500 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -640418.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -640528.312500 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -640528.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -640614.812500 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -640614.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -640676.937500 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -640676.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -640724.312500 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -640724.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -640746.562500 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -640746.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -640766.062500 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -640766.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -640790.375000 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -640790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -640806.937500 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -640806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -640811.937500 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -640811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -640815.250000 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -640815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -640817.187500 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -640817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -640816.687500 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -640816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -640820.062500 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -640820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -640820.125000 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -640820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -640820.125000 Penalty: 4268.271973
	Iteration 33F: 3 clusters Score -640820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1070537.000000 Penalty: 2261.645996
	Iteration 0F: 2 clusters Score -1070537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1063390.000000 Penalty: 4523.291992
	Iteration 0F: 3 clusters Score -1063390 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1065466.375000 Penalty: 4523.291992
	Iteration 1F: 3 clusters Score -1065466 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1065809.750000 Penalty: 4523.291992
	Iteration 2F: 3 clusters Score -1065810 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1066074.500000 Penalty: 4523.291992
	Iteration 3F: 3 clusters Score -1066074 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1066286.500000 Penalty: 4523.291992
	Iteration 4Q: 3 clusters Score -1066286 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1066470.000000 Penalty: 4523.291992
	Iteration 5Q: 3 clusters Score -1066470 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1066628.125000 Penalty: 4523.291992
	Iteration 6Q: 3 clusters Score -1066628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1066780.875000 Penalty: 4523.291992
	Iteration 7Q: 3 clusters Score -1066781 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1066949.875000 Penalty: 4523.291992
	Iteration 8Q: 3 clusters Score -1066950 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1067134.625000 Penalty: 4523.291992
	Iteration 9Q: 3 clusters Score -1067135 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1067384.125000 Penalty: 4523.291992
	Iteration 10Q: 3 clusters Score -1067384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1067696.500000 Penalty: 4523.291992
	Iteration 11Q: 3 clusters Score -1067696 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1067990.750000 Penalty: 4523.291992
	Iteration 12Q: 3 clusters Score -1067991 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1068293.875000 Penalty: 4523.291992
	Iteration 13Q: 3 clusters Score -1068294 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1068566.625000 Penalty: 4523.291992
	Iteration 14Q: 3 clusters Score -1068567 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1068790.000000 Penalty: 4523.291992
	Iteration 15Q: 3 clusters Score -1068790 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1068962.500000 Penalty: 4523.291992
	Iteration 16Q: 3 clusters Score -1068962 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1069101.375000 Penalty: 4523.291992
	Iteration 17Q: 3 clusters Score -1069101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1069198.375000 Penalty: 4523.291992
	Iteration 18Q: 3 clusters Score -1069198 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1069264.750000 Penalty: 4523.291992
	Iteration 19Q: 3 clusters Score -1069265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1069323.125000 Penalty: 4523.291992
	Iteration 20F: 3 clusters Score -1069323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1069370.500000 Penalty: 4523.291992
	Iteration 21Q: 3 clusters Score -1069370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1069421.500000 Penalty: 4523.291992
	Iteration 22Q: 3 clusters Score -1069422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1069463.875000 Penalty: 4523.291992
	Iteration 23Q: 3 clusters Score -1069464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1069515.375000 Penalty: 4523.291992
	Iteration 24Q: 3 clusters Score -1069515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1069583.875000 Penalty: 4523.291992
	Iteration 25Q: 3 clusters Score -1069584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1069672.375000 Penalty: 4523.291992
	Iteration 26Q: 3 clusters Score -1069672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1069834.250000 Penalty: 4523.291992
	Iteration 27Q: 3 clusters Score -1069834 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1070056.750000 Penalty: 4523.291992
	Iteration 28Q: 3 clusters Score -1070057 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1070166.625000 Penalty: 4523.291992
	Iteration 29Q: 3 clusters Score -1070167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1070214.875000 Penalty: 4523.291992
	Iteration 30Q: 3 clusters Score -1070215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1070241.500000 Penalty: 4523.291992
	Iteration 31Q: 3 clusters Score -1070242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1070254.125000 Penalty: 4523.291992
	Iteration 32Q: 3 clusters Score -1070254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1070264.000000 Penalty: 4523.291992
	Iteration 33Q: 3 clusters Score -1070264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1070268.625000 Penalty: 4523.291992
	Iteration 34Q: 3 clusters Score -1070269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1070271.375000 Penalty: 4523.291992
	Iteration 35Q: 3 clusters Score -1070271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1070271.500000 Penalty: 4523.291992
	Iteration 36Q: 3 clusters Score -1070272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1070272.625000 Penalty: 4523.291992
	Iteration 37Q: 3 clusters Score -1070273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1070275.000000 Penalty: 4523.291992
	Iteration 38Q: 3 clusters Score -1070275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1070278.875000 Penalty: 4523.291992
	Iteration 39Q: 3 clusters Score -1070279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1070277.500000 Penalty: 4523.291992
	Iteration 40F: 3 clusters Score -1070278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1070277.500000 Penalty: 4523.291992
	Iteration 41Q: 3 clusters Score -1070278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1070278.625000 Penalty: 4523.291992
	Iteration 42Q: 3 clusters Score -1070279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1070278.250000 Penalty: 4523.291992
	Iteration 43Q: 3 clusters Score -1070278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1070280.125000 Penalty: 4523.291992
	Iteration 44Q: 3 clusters Score -1070280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1070282.375000 Penalty: 4523.291992
	Iteration 45Q: 3 clusters Score -1070282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1070282.375000 Penalty: 4523.291992
	Iteration 46Q: 3 clusters Score -1070282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1070281.625000 Penalty: 4523.291992
	Iteration 47Q: 3 clusters Score -1070282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1070282.875000 Penalty: 4523.291992
	Iteration 48Q: 3 clusters Score -1070283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1070282.000000 Penalty: 4523.291992
	Iteration 49Q: 3 clusters Score -1070282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1070281.875000 Penalty: 4523.291992
	Iteration 50Q: 3 clusters Score -1070282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1070282.250000 Penalty: 4523.291992
	Iteration 51Q: 3 clusters Score -1070282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1070280.000000 Penalty: 4523.291992
	Iteration 52Q: 3 clusters Score -1070280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1070280.375000 Penalty: 4523.291992
	Iteration 53Q: 3 clusters Score -1070280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1070280.375000 Penalty: 4523.291992
	Iteration 54F: 3 clusters Score -1070280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -298828.250000 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -298828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295821.687500 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -295821.7 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -296461.343750 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -296461.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -296635.718750 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -296635.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -296738.625000 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -296738.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296804.812500 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -296804.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -296850.531250 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -296850.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296880.250000 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -296880.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -296898.500000 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -296898.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -296912.406250 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -296912.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -296926.875000 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -296926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -296939.718750 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -296939.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -296954.250000 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -296954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -296966.093750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -296966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -296972.875000 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -296972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296976.312500 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -296976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -296983.062500 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -296983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -296991.937500 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -296991.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -297001.437500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -297001.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -297010.406250 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -297010.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -297022.406250 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -297022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -297030.781250 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -297030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -297038.218750 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -297038.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297047.281250 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -297047.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -297052.875000 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -297052.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297057.000000 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -297057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297059.250000 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -297059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297060.750000 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -297060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -297061.968750 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -297062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297063.281250 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -297063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297064.093750 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -297064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297065.281250 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -297065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297066.343750 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -297066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297066.281250 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -297066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -297067.031250 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -297067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297067.781250 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -297067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -297068.843750 Penalty: 3900.752197
	Iteration 35Q: 3 clusters Score -297068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297069.093750 Penalty: 3900.752197
	Iteration 36Q: 3 clusters Score -297069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297069.937500 Penalty: 3900.752197
	Iteration 37Q: 3 clusters Score -297069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297071.593750 Penalty: 3900.752197
	Iteration 38Q: 3 clusters Score -297071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297072.843750 Penalty: 3900.752197
	Iteration 39Q: 3 clusters Score -297072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297074.500000 Penalty: 3900.752197
	Iteration 40F: 3 clusters Score -297074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297074.250000 Penalty: 3900.752197
	Iteration 41Q: 3 clusters Score -297074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297074.250000 Penalty: 3900.752197
	Iteration 42F: 3 clusters Score -297074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Entering Unmasked Estep 
Score: -8514532.000000 Penalty: 2770.923828
	Iteration 0F: 2 clusters Score -8514532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -8466954.000000 Penalty: 5541.847656
	Iteration 0F: 3 clusters Score -8466954 nChanged 33190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8485518.000000 Penalty: 5541.847656
	Iteration 1F: 3 clusters Score -8485518 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -8486146.000000 Penalty: 5541.847656
	Iteration 2Q: 3 clusters Score -8486146 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8486662.000000 Penalty: 5541.847656
	Iteration 3Q: 3 clusters Score -8486662 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -8487285.000000 Penalty: 5541.847656
	Iteration 4Q: 3 clusters Score -8487285 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -8487833.000000 Penalty: 5541.847656
	Iteration 5Q: 3 clusters Score -8487833 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8488420.000000 Penalty: 5541.847656
	Iteration 6Q: 3 clusters Score -8488420 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -8489102.000000 Penalty: 5541.847656
	Iteration 7Q: 3 clusters Score -8489102 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -8489931.000000 Penalty: 5541.847656
	Iteration 8Q: 3 clusters Score -8489931 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -8490804.000000 Penalty: 5541.847656
	Iteration 9Q: 3 clusters Score -8490804 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8492051.000000 Penalty: 5541.847656
	Iteration 10Q: 3 clusters Score -8492051 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -8493692.000000 Penalty: 5541.847656
	Iteration 11Q: 3 clusters Score -8493692 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8495876.000000 Penalty: 5541.847656
	Iteration 12F: 3 clusters Score -8495876 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -8498302.000000 Penalty: 5541.847656
	Iteration 13F: 3 clusters Score -8498302 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -8500993.000000 Penalty: 5541.847656
	Iteration 14F: 3 clusters Score -8500993 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -8503707.000000 Penalty: 5541.847656
	Iteration 15F: 3 clusters Score -8503707 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8506128.000000 Penalty: 5541.847656
	Iteration 16Q: 3 clusters Score -8506128 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8508056.000000 Penalty: 5541.847656
	Iteration 17Q: 3 clusters Score -8508056 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8509492.000000 Penalty: 5541.847656
	Iteration 18Q: 3 clusters Score -8509492 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8510497.000000 Penalty: 5541.847656
	Iteration 19Q: 3 clusters Score -8510497 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8511193.000000 Penalty: 5541.847656
	Iteration 20F: 3 clusters Score -8511193 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8511609.000000 Penalty: 5541.847656
	Iteration 21Q: 3 clusters Score -8511609 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8511809.000000 Penalty: 5541.847656
	Iteration 22Q: 3 clusters Score -8511809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8511929.000000 Penalty: 5541.847656
	Iteration 23Q: 3 clusters Score -8511929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8511992.000000 Penalty: 5541.847656
	Iteration 24Q: 3 clusters Score -8511992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8512060.000000 Penalty: 5541.847656
	Iteration 25Q: 3 clusters Score -8512060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8512079.000000 Penalty: 5541.847656
	Iteration 26Q: 3 clusters Score -8512079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8512091.000000 Penalty: 5541.847656
	Iteration 27Q: 3 clusters Score -8512091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8512111.000000 Penalty: 5541.847656
	Iteration 28Q: 3 clusters Score -8512111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8512117.000000 Penalty: 5541.847656
	Iteration 29Q: 3 clusters Score -8512117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8512115.000000 Penalty: 5541.847656
	Iteration 30Q: 3 clusters Score -8512115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8512118.000000 Penalty: 5541.847656
	Iteration 31Q: 3 clusters Score -8512118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8512125.000000 Penalty: 5541.847656
	Iteration 32Q: 3 clusters Score -8512125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8512126.000000 Penalty: 5541.847656
	Iteration 33Q: 3 clusters Score -8512126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8512126.000000 Penalty: 5541.847656
	Iteration 34Q: 3 clusters Score -8512126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8512127.000000 Penalty: 5541.847656
	Iteration 35Q: 3 clusters Score -8512127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8512127.000000 Penalty: 5541.847656
	Iteration 36Q: 3 clusters Score -8512127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8512128.000000 Penalty: 5541.847656
	Iteration 37Q: 3 clusters Score -8512128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8512128.000000 Penalty: 5541.847656
	Iteration 38Q: 3 clusters Score -8512128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8512132.000000 Penalty: 5541.847656
	Iteration 39Q: 3 clusters Score -8512132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8512134.000000 Penalty: 5541.847656
	Iteration 40F: 3 clusters Score -8512134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8512139.000000 Penalty: 5541.847656
	Iteration 41Q: 3 clusters Score -8512139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8512139.000000 Penalty: 5541.847656
	Iteration 42Q: 3 clusters Score -8512139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8512139.000000 Penalty: 5541.847656
	Iteration 43F: 3 clusters Score -8512139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 78043 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 4003 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9132 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036220.000000 Penalty: 105424.328125
Iteration 199Q: 34 clusters Score -4.503622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14174 members 
Mstep: Class 3 contains 78038 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 4006 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036240.000000 Penalty: 105424.328125
Iteration 200F: 34 clusters Score -4.503624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 78032 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9130 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 201Q: 34 clusters Score -4.503626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 78028 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 202Q: 34 clusters Score -4.503621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 78026 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 9230 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3561 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036220.000000 Penalty: 105424.328125
Iteration 203Q: 34 clusters Score -4.503622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 78023 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3562 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036216.000000 Penalty: 105424.328125
Iteration 204Q: 34 clusters Score -4.503622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 78021 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 3563 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036248.000000 Penalty: 105424.328125
Iteration 205Q: 34 clusters Score -4.503625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 78020 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66932 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3565 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4016 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9134 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036248.000000 Penalty: 105424.328125
Iteration 206Q: 34 clusters Score -4.503625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 78020 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5352 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4018 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036216.000000 Penalty: 105424.328125
Iteration 207Q: 34 clusters Score -4.503622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 78020 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9222 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4022 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 208Q: 34 clusters Score -4.503621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 78019 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4027 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 209Q: 34 clusters Score -4.503622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 78018 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4031 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9137 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036236.000000 Penalty: 105424.328125
Iteration 210Q: 34 clusters Score -4.503624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 78017 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036220.000000 Penalty: 105424.328125
Iteration 211Q: 34 clusters Score -4.503622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 78017 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036204.000000 Penalty: 105424.328125
Iteration 212Q: 34 clusters Score -4.50362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 78017 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4046 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036236.000000 Penalty: 105424.328125
Iteration 213Q: 34 clusters Score -4.503624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14179 members 
Mstep: Class 3 contains 78018 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4053 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9132 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036244.000000 Penalty: 105424.328125
Iteration 214Q: 34 clusters Score -4.503624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14173 members 
Mstep: Class 3 contains 78018 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 215Q: 34 clusters Score -4.503626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14173 members 
Mstep: Class 3 contains 78017 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4064 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9134 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036284.000000 Penalty: 105424.328125
Iteration 216Q: 34 clusters Score -4.503628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 78018 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 9204 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036276.000000 Penalty: 105424.328125
Iteration 217Q: 34 clusters Score -4.503628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 78018 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 9203 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4072 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9132 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036240.000000 Penalty: 105424.328125
Iteration 218Q: 34 clusters Score -4.503624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14169 members 
Mstep: Class 3 contains 78016 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4075 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036244.000000 Penalty: 105424.328125
Iteration 219Q: 34 clusters Score -4.503624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14168 members 
Mstep: Class 3 contains 78014 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9200 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 5460 members 
Mstep: Class 31 contains 9132 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 220F: 34 clusters Score -4.503622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14168 members 
Mstep: Class 3 contains 78012 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4083 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036200.000000 Penalty: 105424.328125
Iteration 221Q: 34 clusters Score -4.50362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 78011 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 4088 members 
Mstep: Class 30 contains 5462 members 
Mstep: Class 31 contains 9129 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036216.000000 Penalty: 105424.328125
Iteration 222Q: 34 clusters Score -4.503622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 78006 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4093 members 
Mstep: Class 30 contains 5462 members 
Mstep: Class 31 contains 9129 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 223Q: 34 clusters Score -4.503622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14166 members 
Mstep: Class 3 contains 78000 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4096 members 
Mstep: Class 30 contains 5463 members 
Mstep: Class 31 contains 9129 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036216.000000 Penalty: 105424.328125
Iteration 224Q: 34 clusters Score -4.503622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 77996 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4102 members 
Mstep: Class 30 contains 5463 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036196.000000 Penalty: 105424.328125
Iteration 225Q: 34 clusters Score -4.50362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 77995 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 9200 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4105 members 
Mstep: Class 30 contains 5463 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 226Q: 34 clusters Score -4.503622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 77992 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4109 members 
Mstep: Class 30 contains 5463 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036240.000000 Penalty: 105424.328125
Iteration 227Q: 34 clusters Score -4.503624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 77990 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 4112 members 
Mstep: Class 30 contains 5464 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036236.000000 Penalty: 105424.328125
Iteration 228Q: 34 clusters Score -4.503624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 77988 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 9197 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 4116 members 
Mstep: Class 30 contains 5464 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036196.000000 Penalty: 105424.328125
Iteration 229Q: 34 clusters Score -4.50362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 77987 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66930 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9193 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4125 members 
Mstep: Class 30 contains 5464 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 230Q: 34 clusters Score -4.503621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 77984 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66929 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 5465 members 
Mstep: Class 31 contains 9125 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036232.000000 Penalty: 105424.328125
Iteration 231Q: 34 clusters Score -4.503623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 77982 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 66929 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 5465 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036240.000000 Penalty: 105424.328125
Iteration 232Q: 34 clusters Score -4.503624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14176 members 
Mstep: Class 3 contains 77980 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66929 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 5465 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036228.000000 Penalty: 105424.328125
Iteration 233Q: 34 clusters Score -4.503623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 77978 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66929 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4134 members 
Mstep: Class 30 contains 5466 members 
Mstep: Class 31 contains 9130 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036220.000000 Penalty: 105424.328125
Iteration 234Q: 34 clusters Score -4.503622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 77977 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66929 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 9185 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4138 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036200.000000 Penalty: 105424.328125
Iteration 235Q: 34 clusters Score -4.50362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 77974 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 9185 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4144 members 
Mstep: Class 30 contains 5469 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 236Q: 34 clusters Score -4.503621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 77968 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5370 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 5469 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036208.000000 Penalty: 105424.328125
Iteration 237Q: 34 clusters Score -4.503621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14179 members 
Mstep: Class 3 contains 77965 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 4152 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036220.000000 Penalty: 105424.328125
Iteration 238Q: 34 clusters Score -4.503622e+07 nChanged 20
Entering ConstructFrom: 
Score: -45036220.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1406720.500000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1406720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1398042.250000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1398042 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1400688.000000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1400688 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1400985.500000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1400986 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1401216.250000 Penalty: 4643.183594
	Iteration 3Q: 3 clusters Score -1401216 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1401403.125000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1401403 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1401586.000000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1401586 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1401785.375000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1401785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1402004.125000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1402004 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1402225.250000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1402225 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1402483.375000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1402483 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1402760.250000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1402760 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1403052.000000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1403052 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1403380.500000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1403380 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1403683.875000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1403684 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1403932.375000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1403932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1404112.500000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1404112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1404256.875000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1404257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1404357.125000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1404357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1404433.125000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1404433 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1404501.750000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1404502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1404559.625000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1404560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1404583.750000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1404584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1404604.375000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1404604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1404621.750000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1404622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1404631.750000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1404632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1404643.375000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1404643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1404649.750000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1404650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1404654.750000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1404655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1404660.500000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1404660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1404663.500000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1404664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1404670.875000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1404671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1404677.250000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1404677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1404683.125000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1404683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1404688.250000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1404688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1404693.750000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1404694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1404701.500000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1404702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1404706.125000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1404706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1404711.250000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1404711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1404723.250000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1404723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1404724.750000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1404725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1404725.000000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1404725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Entering Unmasked Estep 
Score: -1597761.125000 Penalty: 2370.865234
	Iteration 0F: 2 clusters Score -1597761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1587456.250000 Penalty: 4741.730469
	Iteration 0F: 3 clusters Score -1587456 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1591038.250000 Penalty: 4741.730469
	Iteration 1F: 3 clusters Score -1591038 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1591722.750000 Penalty: 4741.730469
	Iteration 2F: 3 clusters Score -1591723 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1592443.750000 Penalty: 4741.730469
	Iteration 3F: 3 clusters Score -1592444 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1593111.125000 Penalty: 4741.730469
	Iteration 4F: 3 clusters Score -1593111 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1593748.000000 Penalty: 4741.730469
	Iteration 5F: 3 clusters Score -1593748 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1594307.750000 Penalty: 4741.730469
	Iteration 6F: 3 clusters Score -1594308 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1594776.875000 Penalty: 4741.730469
	Iteration 7Q: 3 clusters Score -1594777 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1595172.500000 Penalty: 4741.730469
	Iteration 8Q: 3 clusters Score -1595172 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1595412.875000 Penalty: 4741.730469
	Iteration 9Q: 3 clusters Score -1595413 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1595580.625000 Penalty: 4741.730469
	Iteration 10Q: 3 clusters Score -1595581 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1595694.500000 Penalty: 4741.730469
	Iteration 11Q: 3 clusters Score -1595694 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1595776.625000 Penalty: 4741.730469
	Iteration 12Q: 3 clusters Score -1595777 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1595845.375000 Penalty: 4741.730469
	Iteration 13Q: 3 clusters Score -1595845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1595879.875000 Penalty: 4741.730469
	Iteration 14Q: 3 clusters Score -1595880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1595913.250000 Penalty: 4741.730469
	Iteration 15Q: 3 clusters Score -1595913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1595948.125000 Penalty: 4741.730469
	Iteration 16Q: 3 clusters Score -1595948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1595961.500000 Penalty: 4741.730469
	Iteration 17Q: 3 clusters Score -1595962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1595983.625000 Penalty: 4741.730469
	Iteration 18Q: 3 clusters Score -1595984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1596000.500000 Penalty: 4741.730469
	Iteration 19Q: 3 clusters Score -1596000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1596018.250000 Penalty: 4741.730469
	Iteration 20F: 3 clusters Score -1596018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1596037.500000 Penalty: 4741.730469
	Iteration 21Q: 3 clusters Score -1596038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1596054.125000 Penalty: 4741.730469
	Iteration 22Q: 3 clusters Score -1596054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1596069.625000 Penalty: 4741.730469
	Iteration 23Q: 3 clusters Score -1596070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1596083.000000 Penalty: 4741.730469
	Iteration 24Q: 3 clusters Score -1596083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1596100.250000 Penalty: 4741.730469
	Iteration 25Q: 3 clusters Score -1596100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1596122.375000 Penalty: 4741.730469
	Iteration 26Q: 3 clusters Score -1596122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1596140.125000 Penalty: 4741.730469
	Iteration 27Q: 3 clusters Score -1596140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1596159.625000 Penalty: 4741.730469
	Iteration 28Q: 3 clusters Score -1596160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1596179.125000 Penalty: 4741.730469
	Iteration 29Q: 3 clusters Score -1596179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1596210.625000 Penalty: 4741.730469
	Iteration 30Q: 3 clusters Score -1596211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1596227.500000 Penalty: 4741.730469
	Iteration 31Q: 3 clusters Score -1596228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1596244.875000 Penalty: 4741.730469
	Iteration 32Q: 3 clusters Score -1596245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1596262.125000 Penalty: 4741.730469
	Iteration 33Q: 3 clusters Score -1596262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1596280.875000 Penalty: 4741.730469
	Iteration 34Q: 3 clusters Score -1596281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1596296.625000 Penalty: 4741.730469
	Iteration 35Q: 3 clusters Score -1596297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1596311.375000 Penalty: 4741.730469
	Iteration 36Q: 3 clusters Score -1596311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1596321.875000 Penalty: 4741.730469
	Iteration 37Q: 3 clusters Score -1596322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1596338.750000 Penalty: 4741.730469
	Iteration 38Q: 3 clusters Score -1596339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1596356.000000 Penalty: 4741.730469
	Iteration 39Q: 3 clusters Score -1596356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1596363.500000 Penalty: 4741.730469
	Iteration 40F: 3 clusters Score -1596364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1596377.125000 Penalty: 4741.730469
	Iteration 41Q: 3 clusters Score -1596377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1596385.625000 Penalty: 4741.730469
	Iteration 42Q: 3 clusters Score -1596386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1596402.375000 Penalty: 4741.730469
	Iteration 43Q: 3 clusters Score -1596402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1596410.125000 Penalty: 4741.730469
	Iteration 44Q: 3 clusters Score -1596410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1596417.750000 Penalty: 4741.730469
	Iteration 45Q: 3 clusters Score -1596418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1596427.875000 Penalty: 4741.730469
	Iteration 46Q: 3 clusters Score -1596428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1596441.875000 Penalty: 4741.730469
	Iteration 47Q: 3 clusters Score -1596442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1596449.250000 Penalty: 4741.730469
	Iteration 48Q: 3 clusters Score -1596449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1596455.000000 Penalty: 4741.730469
	Iteration 49Q: 3 clusters Score -1596455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1596464.750000 Penalty: 4741.730469
	Iteration 50Q: 3 clusters Score -1596465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1596472.500000 Penalty: 4741.730469
	Iteration 51Q: 3 clusters Score -1596472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1596480.375000 Penalty: 4741.730469
	Iteration 52Q: 3 clusters Score -1596480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1596486.000000 Penalty: 4741.730469
	Iteration 53Q: 3 clusters Score -1596486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1596498.875000 Penalty: 4741.730469
	Iteration 54Q: 3 clusters Score -1596499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1596507.625000 Penalty: 4741.730469
	Iteration 55Q: 3 clusters Score -1596508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1596521.625000 Penalty: 4741.730469
	Iteration 56Q: 3 clusters Score -1596522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1596528.125000 Penalty: 4741.730469
	Iteration 57Q: 3 clusters Score -1596528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1596542.625000 Penalty: 4741.730469
	Iteration 58Q: 3 clusters Score -1596543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1596553.250000 Penalty: 4741.730469
	Iteration 59Q: 3 clusters Score -1596553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1596558.875000 Penalty: 4741.730469
	Iteration 60F: 3 clusters Score -1596559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1596570.625000 Penalty: 4741.730469
	Iteration 61Q: 3 clusters Score -1596571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1596580.375000 Penalty: 4741.730469
	Iteration 62Q: 3 clusters Score -1596580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1596586.875000 Penalty: 4741.730469
	Iteration 63Q: 3 clusters Score -1596587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1596596.250000 Penalty: 4741.730469
	Iteration 64Q: 3 clusters Score -1596596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1596605.500000 Penalty: 4741.730469
	Iteration 65Q: 3 clusters Score -1596606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1596616.500000 Penalty: 4741.730469
	Iteration 66Q: 3 clusters Score -1596616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1596622.625000 Penalty: 4741.730469
	Iteration 67Q: 3 clusters Score -1596623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1596635.500000 Penalty: 4741.730469
	Iteration 68Q: 3 clusters Score -1596636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1596646.625000 Penalty: 4741.730469
	Iteration 69Q: 3 clusters Score -1596647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1596649.125000 Penalty: 4741.730469
	Iteration 70Q: 3 clusters Score -1596649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1596655.000000 Penalty: 4741.730469
	Iteration 71Q: 3 clusters Score -1596655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1596666.875000 Penalty: 4741.730469
	Iteration 72Q: 3 clusters Score -1596667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1596665.500000 Penalty: 4741.730469
	Iteration 73Q: 3 clusters Score -1596666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1596674.625000 Penalty: 4741.730469
	Iteration 74Q: 3 clusters Score -1596675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1596676.375000 Penalty: 4741.730469
	Iteration 75Q: 3 clusters Score -1596676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1596679.250000 Penalty: 4741.730469
	Iteration 76Q: 3 clusters Score -1596679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1596683.500000 Penalty: 4741.730469
	Iteration 77Q: 3 clusters Score -1596684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1596681.750000 Penalty: 4741.730469
	Iteration 78Q: 3 clusters Score -1596682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1596682.625000 Penalty: 4741.730469
	Iteration 79Q: 3 clusters Score -1596683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1596683.000000 Penalty: 4741.730469
	Iteration 80F: 3 clusters Score -1596683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1596683.500000 Penalty: 4741.730469
	Iteration 81Q: 3 clusters Score -1596684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1596686.875000 Penalty: 4741.730469
	Iteration 82Q: 3 clusters Score -1596687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1596689.625000 Penalty: 4741.730469
	Iteration 83Q: 3 clusters Score -1596690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1596692.250000 Penalty: 4741.730469
	Iteration 84Q: 3 clusters Score -1596692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1596697.500000 Penalty: 4741.730469
	Iteration 85Q: 3 clusters Score -1596698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1596694.875000 Penalty: 4741.730469
	Iteration 86Q: 3 clusters Score -1596695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1596697.125000 Penalty: 4741.730469
	Iteration 87Q: 3 clusters Score -1596697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1596696.875000 Penalty: 4741.730469
	Iteration 88Q: 3 clusters Score -1596697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1596698.875000 Penalty: 4741.730469
	Iteration 89Q: 3 clusters Score -1596699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1596698.125000 Penalty: 4741.730469
	Iteration 90Q: 3 clusters Score -1596698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1596698.250000 Penalty: 4741.730469
	Iteration 91Q: 3 clusters Score -1596698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1596704.375000 Penalty: 4741.730469
	Iteration 92Q: 3 clusters Score -1596704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1596703.500000 Penalty: 4741.730469
	Iteration 93Q: 3 clusters Score -1596704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1596703.000000 Penalty: 4741.730469
	Iteration 94Q: 3 clusters Score -1596703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1596705.000000 Penalty: 4741.730469
	Iteration 95Q: 3 clusters Score -1596705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1596703.375000 Penalty: 4741.730469
	Iteration 96Q: 3 clusters Score -1596703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1596704.000000 Penalty: 4741.730469
	Iteration 97Q: 3 clusters Score -1596704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1596707.500000 Penalty: 4741.730469
	Iteration 98Q: 3 clusters Score -1596708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1596706.000000 Penalty: 4741.730469
	Iteration 99Q: 3 clusters Score -1596706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1596706.000000 Penalty: 4741.730469
	Iteration 100F: 3 clusters Score -1596706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1596709.000000 Penalty: 4741.730469
	Iteration 101Q: 3 clusters Score -1596709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1596710.750000 Penalty: 4741.730469
	Iteration 102Q: 3 clusters Score -1596711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1596712.250000 Penalty: 4741.730469
	Iteration 103Q: 3 clusters Score -1596712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1596709.875000 Penalty: 4741.730469
	Iteration 104Q: 3 clusters Score -1596710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1596712.375000 Penalty: 4741.730469
	Iteration 105Q: 3 clusters Score -1596712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1596712.375000 Penalty: 4741.730469
	Iteration 106F: 3 clusters Score -1596712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Entering Unmasked Estep 
Score: -9416090.000000 Penalty: 2793.459961
	Iteration 0F: 2 clusters Score -9416090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -9364156.000000 Penalty: 5586.919922
	Iteration 0F: 3 clusters Score -9364156 nChanged 36639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -9384325.000000 Penalty: 5586.919922
	Iteration 1F: 3 clusters Score -9384325 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -9385090.000000 Penalty: 5586.919922
	Iteration 2Q: 3 clusters Score -9385090 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -9386012.000000 Penalty: 5586.919922
	Iteration 3Q: 3 clusters Score -9386012 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -9387026.000000 Penalty: 5586.919922
	Iteration 4Q: 3 clusters Score -9387026 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -9388246.000000 Penalty: 5586.919922
	Iteration 5Q: 3 clusters Score -9388246 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -9389562.000000 Penalty: 5586.919922
	Iteration 6Q: 3 clusters Score -9389562 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -9390993.000000 Penalty: 5586.919922
	Iteration 7Q: 3 clusters Score -9390993 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -9392355.000000 Penalty: 5586.919922
	Iteration 8Q: 3 clusters Score -9392355 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -9393534.000000 Penalty: 5586.919922
	Iteration 9Q: 3 clusters Score -9393534 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -9394627.000000 Penalty: 5586.919922
	Iteration 10Q: 3 clusters Score -9394627 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -9395585.000000 Penalty: 5586.919922
	Iteration 11Q: 3 clusters Score -9395585 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9396515.000000 Penalty: 5586.919922
	Iteration 12Q: 3 clusters Score -9396515 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9397697.000000 Penalty: 5586.919922
	Iteration 13Q: 3 clusters Score -9397697 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -9399089.000000 Penalty: 5586.919922
	Iteration 14Q: 3 clusters Score -9399089 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -9400827.000000 Penalty: 5586.919922
	Iteration 15Q: 3 clusters Score -9400827 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -9402813.000000 Penalty: 5586.919922
	Iteration 16Q: 3 clusters Score -9402813 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -9405105.000000 Penalty: 5586.919922
	Iteration 17Q: 3 clusters Score -9405105 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -9407473.000000 Penalty: 5586.919922
	Iteration 18Q: 3 clusters Score -9407473 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -9409476.000000 Penalty: 5586.919922
	Iteration 19Q: 3 clusters Score -9409476 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -9411003.000000 Penalty: 5586.919922
	Iteration 20F: 3 clusters Score -9411003 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -9412114.000000 Penalty: 5586.919922
	Iteration 21Q: 3 clusters Score -9412114 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -9412791.000000 Penalty: 5586.919922
	Iteration 22Q: 3 clusters Score -9412791 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -9413152.000000 Penalty: 5586.919922
	Iteration 23Q: 3 clusters Score -9413152 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -9413389.000000 Penalty: 5586.919922
	Iteration 24Q: 3 clusters Score -9413389 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -9413517.000000 Penalty: 5586.919922
	Iteration 25Q: 3 clusters Score -9413517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -9413610.000000 Penalty: 5586.919922
	Iteration 26Q: 3 clusters Score -9413610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -9413649.000000 Penalty: 5586.919922
	Iteration 27Q: 3 clusters Score -9413649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -9413704.000000 Penalty: 5586.919922
	Iteration 28Q: 3 clusters Score -9413704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -9413733.000000 Penalty: 5586.919922
	Iteration 29Q: 3 clusters Score -9413733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -9413758.000000 Penalty: 5586.919922
	Iteration 30Q: 3 clusters Score -9413758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -9413762.000000 Penalty: 5586.919922
	Iteration 31Q: 3 clusters Score -9413762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9413769.000000 Penalty: 5586.919922
	Iteration 32Q: 3 clusters Score -9413769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -9413784.000000 Penalty: 5586.919922
	Iteration 33Q: 3 clusters Score -9413784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -9413791.000000 Penalty: 5586.919922
	Iteration 34Q: 3 clusters Score -9413791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -9413795.000000 Penalty: 5586.919922
	Iteration 35Q: 3 clusters Score -9413795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -9413793.000000 Penalty: 5586.919922
	Iteration 36Q: 3 clusters Score -9413793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -9413797.000000 Penalty: 5586.919922
	Iteration 37Q: 3 clusters Score -9413797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -9413801.000000 Penalty: 5586.919922
	Iteration 38Q: 3 clusters Score -9413801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -9413814.000000 Penalty: 5586.919922
	Iteration 39Q: 3 clusters Score -9413814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -9413806.000000 Penalty: 5586.919922
	Iteration 40F: 3 clusters Score -9413806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -9413806.000000 Penalty: 5586.919922
	Iteration 41Q: 3 clusters Score -9413806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -9413810.000000 Penalty: 5586.919922
	Iteration 42Q: 3 clusters Score -9413810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -9413813.000000 Penalty: 5586.919922
	Iteration 43Q: 3 clusters Score -9413813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -9413817.000000 Penalty: 5586.919922
	Iteration 44Q: 3 clusters Score -9413817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -9413817.000000 Penalty: 5586.919922
	Iteration 45F: 3 clusters Score -9413817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Entering Unmasked Estep 
Score: -1718106.250000 Penalty: 2374.389160
	Iteration 0F: 2 clusters Score -1718106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1707733.250000 Penalty: 4748.778320
	Iteration 0F: 3 clusters Score -1707733 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1711121.500000 Penalty: 4748.778320
	Iteration 1F: 3 clusters Score -1711122 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1711507.875000 Penalty: 4748.778320
	Iteration 2F: 3 clusters Score -1711508 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1711806.250000 Penalty: 4748.778320
	Iteration 3F: 3 clusters Score -1711806 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1712069.625000 Penalty: 4748.778320
	Iteration 4Q: 3 clusters Score -1712070 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1712370.000000 Penalty: 4748.778320
	Iteration 5Q: 3 clusters Score -1712370 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1712674.500000 Penalty: 4748.778320
	Iteration 6Q: 3 clusters Score -1712674 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1712962.125000 Penalty: 4748.778320
	Iteration 7Q: 3 clusters Score -1712962 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1713236.125000 Penalty: 4748.778320
	Iteration 8Q: 3 clusters Score -1713236 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1713544.750000 Penalty: 4748.778320
	Iteration 9Q: 3 clusters Score -1713545 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1713886.375000 Penalty: 4748.778320
	Iteration 10Q: 3 clusters Score -1713886 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1714231.500000 Penalty: 4748.778320
	Iteration 11Q: 3 clusters Score -1714232 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1714520.250000 Penalty: 4748.778320
	Iteration 12Q: 3 clusters Score -1714520 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1714779.750000 Penalty: 4748.778320
	Iteration 13Q: 3 clusters Score -1714780 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1715029.250000 Penalty: 4748.778320
	Iteration 14Q: 3 clusters Score -1715029 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1715261.875000 Penalty: 4748.778320
	Iteration 15Q: 3 clusters Score -1715262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1715474.250000 Penalty: 4748.778320
	Iteration 16Q: 3 clusters Score -1715474 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1715630.750000 Penalty: 4748.778320
	Iteration 17Q: 3 clusters Score -1715631 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1715760.500000 Penalty: 4748.778320
	Iteration 18Q: 3 clusters Score -1715760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1715827.000000 Penalty: 4748.778320
	Iteration 19Q: 3 clusters Score -1715827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1715883.250000 Penalty: 4748.778320
	Iteration 20F: 3 clusters Score -1715883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1715927.750000 Penalty: 4748.778320
	Iteration 21Q: 3 clusters Score -1715928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1715977.625000 Penalty: 4748.778320
	Iteration 22Q: 3 clusters Score -1715978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1716011.375000 Penalty: 4748.778320
	Iteration 23Q: 3 clusters Score -1716011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1716033.875000 Penalty: 4748.778320
	Iteration 24Q: 3 clusters Score -1716034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1716046.250000 Penalty: 4748.778320
	Iteration 25Q: 3 clusters Score -1716046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1716053.125000 Penalty: 4748.778320
	Iteration 26Q: 3 clusters Score -1716053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1716057.625000 Penalty: 4748.778320
	Iteration 27Q: 3 clusters Score -1716058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1716060.750000 Penalty: 4748.778320
	Iteration 28Q: 3 clusters Score -1716061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1716066.250000 Penalty: 4748.778320
	Iteration 29Q: 3 clusters Score -1716066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1716074.250000 Penalty: 4748.778320
	Iteration 30Q: 3 clusters Score -1716074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1716076.000000 Penalty: 4748.778320
	Iteration 31Q: 3 clusters Score -1716076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1716076.250000 Penalty: 4748.778320
	Iteration 32Q: 3 clusters Score -1716076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1716081.250000 Penalty: 4748.778320
	Iteration 33Q: 3 clusters Score -1716081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1716080.750000 Penalty: 4748.778320
	Iteration 34Q: 3 clusters Score -1716081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1716080.375000 Penalty: 4748.778320
	Iteration 35Q: 3 clusters Score -1716080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1716079.375000 Penalty: 4748.778320
	Iteration 36Q: 3 clusters Score -1716079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1716082.625000 Penalty: 4748.778320
	Iteration 37Q: 3 clusters Score -1716083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1716084.000000 Penalty: 4748.778320
	Iteration 38Q: 3 clusters Score -1716084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1716084.750000 Penalty: 4748.778320
	Iteration 39Q: 3 clusters Score -1716085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1716084.750000 Penalty: 4748.778320
	Iteration 40F: 3 clusters Score -1716085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Entering Unmasked Estep 
Score: -1421337.000000 Penalty: 2345.366455
	Iteration 0F: 2 clusters Score -1421337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1411921.000000 Penalty: 4690.732910
	Iteration 0F: 3 clusters Score -1411921 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1415077.125000 Penalty: 4690.732910
	Iteration 1F: 3 clusters Score -1415077 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1415639.500000 Penalty: 4690.732910
	Iteration 2F: 3 clusters Score -1415640 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1416211.250000 Penalty: 4690.732910
	Iteration 3F: 3 clusters Score -1416211 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1416781.625000 Penalty: 4690.732910
	Iteration 4F: 3 clusters Score -1416782 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1417279.375000 Penalty: 4690.732910
	Iteration 5F: 3 clusters Score -1417279 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1417666.500000 Penalty: 4690.732910
	Iteration 6F: 3 clusters Score -1417666 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1417970.000000 Penalty: 4690.732910
	Iteration 7Q: 3 clusters Score -1417970 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1418221.375000 Penalty: 4690.732910
	Iteration 8Q: 3 clusters Score -1418221 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1418452.375000 Penalty: 4690.732910
	Iteration 9Q: 3 clusters Score -1418452 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1418671.625000 Penalty: 4690.732910
	Iteration 10Q: 3 clusters Score -1418672 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1418872.750000 Penalty: 4690.732910
	Iteration 11Q: 3 clusters Score -1418873 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1419055.750000 Penalty: 4690.732910
	Iteration 12Q: 3 clusters Score -1419056 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1419222.875000 Penalty: 4690.732910
	Iteration 13Q: 3 clusters Score -1419223 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1419364.000000 Penalty: 4690.732910
	Iteration 14Q: 3 clusters Score -1419364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1419486.250000 Penalty: 4690.732910
	Iteration 15Q: 3 clusters Score -1419486 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1419579.750000 Penalty: 4690.732910
	Iteration 16Q: 3 clusters Score -1419580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1419677.125000 Penalty: 4690.732910
	Iteration 17Q: 3 clusters Score -1419677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1419746.500000 Penalty: 4690.732910
	Iteration 18Q: 3 clusters Score -1419746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1419794.625000 Penalty: 4690.732910
	Iteration 19Q: 3 clusters Score -1419795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1419820.125000 Penalty: 4690.732910
	Iteration 20F: 3 clusters Score -1419820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1419851.250000 Penalty: 4690.732910
	Iteration 21Q: 3 clusters Score -1419851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1419875.750000 Penalty: 4690.732910
	Iteration 22Q: 3 clusters Score -1419876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1419904.125000 Penalty: 4690.732910
	Iteration 23Q: 3 clusters Score -1419904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1419920.750000 Penalty: 4690.732910
	Iteration 24Q: 3 clusters Score -1419921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1419945.375000 Penalty: 4690.732910
	Iteration 25Q: 3 clusters Score -1419945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1419962.500000 Penalty: 4690.732910
	Iteration 26Q: 3 clusters Score -1419962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1419983.000000 Penalty: 4690.732910
	Iteration 27Q: 3 clusters Score -1419983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1420000.875000 Penalty: 4690.732910
	Iteration 28Q: 3 clusters Score -1420001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1420018.000000 Penalty: 4690.732910
	Iteration 29Q: 3 clusters Score -1420018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1420031.750000 Penalty: 4690.732910
	Iteration 30Q: 3 clusters Score -1420032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1420043.500000 Penalty: 4690.732910
	Iteration 31Q: 3 clusters Score -1420044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1420060.500000 Penalty: 4690.732910
	Iteration 32Q: 3 clusters Score -1420060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1420073.500000 Penalty: 4690.732910
	Iteration 33Q: 3 clusters Score -1420074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1420087.625000 Penalty: 4690.732910
	Iteration 34Q: 3 clusters Score -1420088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1420088.875000 Penalty: 4690.732910
	Iteration 35Q: 3 clusters Score -1420089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1420093.250000 Penalty: 4690.732910
	Iteration 36Q: 3 clusters Score -1420093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1420100.625000 Penalty: 4690.732910
	Iteration 37Q: 3 clusters Score -1420101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1420104.125000 Penalty: 4690.732910
	Iteration 38Q: 3 clusters Score -1420104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1420109.750000 Penalty: 4690.732910
	Iteration 39Q: 3 clusters Score -1420110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1420112.000000 Penalty: 4690.732910
	Iteration 40F: 3 clusters Score -1420112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1420113.125000 Penalty: 4690.732910
	Iteration 41Q: 3 clusters Score -1420113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1420121.000000 Penalty: 4690.732910
	Iteration 42Q: 3 clusters Score -1420121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1420120.875000 Penalty: 4690.732910
	Iteration 43Q: 3 clusters Score -1420121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1420125.375000 Penalty: 4690.732910
	Iteration 44Q: 3 clusters Score -1420125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1420130.500000 Penalty: 4690.732910
	Iteration 45Q: 3 clusters Score -1420130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1420132.875000 Penalty: 4690.732910
	Iteration 46Q: 3 clusters Score -1420133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1420135.625000 Penalty: 4690.732910
	Iteration 47Q: 3 clusters Score -1420136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1420137.500000 Penalty: 4690.732910
	Iteration 48Q: 3 clusters Score -1420138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1420142.875000 Penalty: 4690.732910
	Iteration 49Q: 3 clusters Score -1420143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1420143.750000 Penalty: 4690.732910
	Iteration 50Q: 3 clusters Score -1420144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1420148.625000 Penalty: 4690.732910
	Iteration 51Q: 3 clusters Score -1420149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1420150.625000 Penalty: 4690.732910
	Iteration 52Q: 3 clusters Score -1420151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1420149.375000 Penalty: 4690.732910
	Iteration 53Q: 3 clusters Score -1420149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1420149.375000 Penalty: 4690.732910
	Iteration 54F: 3 clusters Score -1420149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -625224.062500 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -625224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -620461.562500 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -620461.6 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -621673.375000 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -621673.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -621932.500000 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -621932.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -622108.375000 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -622108.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -622230.875000 Penalty: 4260.306641
	Iteration 4Q: 3 clusters Score -622230.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -622317.687500 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -622317.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -622377.875000 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -622377.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -622426.375000 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -622426.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -622474.187500 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -622474.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -622513.687500 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -622513.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -622546.125000 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -622546.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -622574.375000 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -622574.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -622600.250000 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -622600.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -622625.750000 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -622625.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -622650.000000 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -622650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -622675.000000 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -622675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -622703.125000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -622703.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -622721.500000 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -622721.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -622736.062500 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -622736.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -622750.000000 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -622750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -622766.812500 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -622766.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -622782.750000 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -622782.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -622796.875000 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -622796.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -622810.312500 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -622810.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -622821.625000 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -622821.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -622834.312500 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -622834.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -622844.125000 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -622844.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -622855.812500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -622855.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -622868.375000 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -622868.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -622882.750000 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -622882.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -622901.562500 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -622901.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -622927.437500 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -622927.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -622958.375000 Penalty: 4260.306641
	Iteration 32Q: 3 clusters Score -622958.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -622993.375000 Penalty: 4260.306641
	Iteration 33Q: 3 clusters Score -622993.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -623026.625000 Penalty: 4260.306641
	Iteration 34Q: 3 clusters Score -623026.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -623067.687500 Penalty: 4260.306641
	Iteration 35Q: 3 clusters Score -623067.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -623110.937500 Penalty: 4260.306641
	Iteration 36Q: 3 clusters Score -623110.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -623154.875000 Penalty: 4260.306641
	Iteration 37Q: 3 clusters Score -623154.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -623189.187500 Penalty: 4260.306641
	Iteration 38Q: 3 clusters Score -623189.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -623222.500000 Penalty: 4260.306641
	Iteration 39Q: 3 clusters Score -623222.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -623261.312500 Penalty: 4260.306641
	Iteration 40F: 3 clusters Score -623261.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -623294.750000 Penalty: 4260.306641
	Iteration 41Q: 3 clusters Score -623294.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -623330.312500 Penalty: 4260.306641
	Iteration 42Q: 3 clusters Score -623330.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -623361.312500 Penalty: 4260.306641
	Iteration 43Q: 3 clusters Score -623361.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -623387.812500 Penalty: 4260.306641
	Iteration 44Q: 3 clusters Score -623387.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -623407.250000 Penalty: 4260.306641
	Iteration 45Q: 3 clusters Score -623407.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -623420.250000 Penalty: 4260.306641
	Iteration 46Q: 3 clusters Score -623420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -623431.562500 Penalty: 4260.306641
	Iteration 47Q: 3 clusters Score -623431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -623437.937500 Penalty: 4260.306641
	Iteration 48Q: 3 clusters Score -623437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -623441.937500 Penalty: 4260.306641
	Iteration 49Q: 3 clusters Score -623441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -623445.625000 Penalty: 4260.306641
	Iteration 50Q: 3 clusters Score -623445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -623446.187500 Penalty: 4260.306641
	Iteration 51Q: 3 clusters Score -623446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -623448.500000 Penalty: 4260.306641
	Iteration 52Q: 3 clusters Score -623448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -623450.625000 Penalty: 4260.306641
	Iteration 53Q: 3 clusters Score -623450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -623449.437500 Penalty: 4260.306641
	Iteration 54Q: 3 clusters Score -623449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -623450.000000 Penalty: 4260.306641
	Iteration 55Q: 3 clusters Score -623450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -623451.250000 Penalty: 4260.306641
	Iteration 56Q: 3 clusters Score -623451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -623454.437500 Penalty: 4260.306641
	Iteration 57Q: 3 clusters Score -623454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -623457.500000 Penalty: 4260.306641
	Iteration 58Q: 3 clusters Score -623457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -623463.500000 Penalty: 4260.306641
	Iteration 59Q: 3 clusters Score -623463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -623465.125000 Penalty: 4260.306641
	Iteration 60F: 3 clusters Score -623465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -623469.125000 Penalty: 4260.306641
	Iteration 61Q: 3 clusters Score -623469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -623474.875000 Penalty: 4260.306641
	Iteration 62Q: 3 clusters Score -623474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -623479.500000 Penalty: 4260.306641
	Iteration 63Q: 3 clusters Score -623479.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -623483.250000 Penalty: 4260.306641
	Iteration 64Q: 3 clusters Score -623483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -623484.750000 Penalty: 4260.306641
	Iteration 65Q: 3 clusters Score -623484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -623487.687500 Penalty: 4260.306641
	Iteration 66Q: 3 clusters Score -623487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -623489.187500 Penalty: 4260.306641
	Iteration 67Q: 3 clusters Score -623489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -623488.687500 Penalty: 4260.306641
	Iteration 68Q: 3 clusters Score -623488.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -623488.687500 Penalty: 4260.306641
	Iteration 69F: 3 clusters Score -623488.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Entering Unmasked Estep 
Score: -1331843.500000 Penalty: 2315.809570
	Iteration 0F: 2 clusters Score -1331844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1323308.625000 Penalty: 4631.619141
	Iteration 0F: 3 clusters Score -1323309 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1325806.750000 Penalty: 4631.619141
	Iteration 1F: 3 clusters Score -1325807 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1326213.625000 Penalty: 4631.619141
	Iteration 2F: 3 clusters Score -1326214 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1326546.875000 Penalty: 4631.619141
	Iteration 3F: 3 clusters Score -1326547 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1326870.500000 Penalty: 4631.619141
	Iteration 4F: 3 clusters Score -1326870 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1327233.625000 Penalty: 4631.619141
	Iteration 5F: 3 clusters Score -1327234 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1327735.125000 Penalty: 4631.619141
	Iteration 6F: 3 clusters Score -1327735 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1328327.125000 Penalty: 4631.619141
	Iteration 7F: 3 clusters Score -1328327 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1328911.125000 Penalty: 4631.619141
	Iteration 8F: 3 clusters Score -1328911 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1329401.000000 Penalty: 4631.619141
	Iteration 9F: 3 clusters Score -1329401 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1329812.875000 Penalty: 4631.619141
	Iteration 10Q: 3 clusters Score -1329813 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1330142.500000 Penalty: 4631.619141
	Iteration 11Q: 3 clusters Score -1330142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1330377.000000 Penalty: 4631.619141
	Iteration 12Q: 3 clusters Score -1330377 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1330529.375000 Penalty: 4631.619141
	Iteration 13Q: 3 clusters Score -1330529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1330615.000000 Penalty: 4631.619141
	Iteration 14Q: 3 clusters Score -1330615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1330661.500000 Penalty: 4631.619141
	Iteration 15Q: 3 clusters Score -1330662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1330684.750000 Penalty: 4631.619141
	Iteration 16Q: 3 clusters Score -1330685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1330703.125000 Penalty: 4631.619141
	Iteration 17Q: 3 clusters Score -1330703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1330721.625000 Penalty: 4631.619141
	Iteration 18Q: 3 clusters Score -1330722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1330731.875000 Penalty: 4631.619141
	Iteration 19Q: 3 clusters Score -1330732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1330737.750000 Penalty: 4631.619141
	Iteration 20F: 3 clusters Score -1330738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1330742.000000 Penalty: 4631.619141
	Iteration 21Q: 3 clusters Score -1330742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1330749.250000 Penalty: 4631.619141
	Iteration 22Q: 3 clusters Score -1330749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1330750.750000 Penalty: 4631.619141
	Iteration 23Q: 3 clusters Score -1330751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1330750.250000 Penalty: 4631.619141
	Iteration 24Q: 3 clusters Score -1330750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1330752.750000 Penalty: 4631.619141
	Iteration 25Q: 3 clusters Score -1330753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1330754.875000 Penalty: 4631.619141
	Iteration 26Q: 3 clusters Score -1330755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1330755.125000 Penalty: 4631.619141
	Iteration 27Q: 3 clusters Score -1330755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1330757.000000 Penalty: 4631.619141
	Iteration 28Q: 3 clusters Score -1330757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1330756.000000 Penalty: 4631.619141
	Iteration 29Q: 3 clusters Score -1330756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1330756.000000 Penalty: 4631.619141
	Iteration 30F: 3 clusters Score -1330756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Entering Unmasked Estep 
Score: -7973414.500000 Penalty: 2755.620605
	Iteration 0F: 2 clusters Score -7973414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7928555.500000 Penalty: 5511.241211
	Iteration 0F: 3 clusters Score -7928556 nChanged 31266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7946648.000000 Penalty: 5511.241211
	Iteration 1F: 3 clusters Score -7946648 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -7947752.000000 Penalty: 5511.241211
	Iteration 2Q: 3 clusters Score -7947752 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -7949332.000000 Penalty: 5511.241211
	Iteration 3Q: 3 clusters Score -7949332 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7951441.500000 Penalty: 5511.241211
	Iteration 4F: 3 clusters Score -7951442 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -7954275.000000 Penalty: 5511.241211
	Iteration 5F: 3 clusters Score -7954275 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -7957487.500000 Penalty: 5511.241211
	Iteration 6F: 3 clusters Score -7957488 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -7961015.500000 Penalty: 5511.241211
	Iteration 7F: 3 clusters Score -7961016 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7964167.000000 Penalty: 5511.241211
	Iteration 8F: 3 clusters Score -7964167 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7966715.000000 Penalty: 5511.241211
	Iteration 9Q: 3 clusters Score -7966715 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -7968608.000000 Penalty: 5511.241211
	Iteration 10Q: 3 clusters Score -7968608 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -7969870.000000 Penalty: 5511.241211
	Iteration 11Q: 3 clusters Score -7969870 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7970579.500000 Penalty: 5511.241211
	Iteration 12Q: 3 clusters Score -7970580 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7971063.500000 Penalty: 5511.241211
	Iteration 13Q: 3 clusters Score -7971064 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -7971288.000000 Penalty: 5511.241211
	Iteration 14Q: 3 clusters Score -7971288 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7971408.000000 Penalty: 5511.241211
	Iteration 15Q: 3 clusters Score -7971408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -7971490.000000 Penalty: 5511.241211
	Iteration 16Q: 3 clusters Score -7971490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -7971541.500000 Penalty: 5511.241211
	Iteration 17Q: 3 clusters Score -7971542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -7971572.000000 Penalty: 5511.241211
	Iteration 18Q: 3 clusters Score -7971572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -7971599.500000 Penalty: 5511.241211
	Iteration 19Q: 3 clusters Score -7971600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -7971608.000000 Penalty: 5511.241211
	Iteration 20F: 3 clusters Score -7971608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -7971641.500000 Penalty: 5511.241211
	Iteration 21Q: 3 clusters Score -7971642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -7971654.500000 Penalty: 5511.241211
	Iteration 22Q: 3 clusters Score -7971654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -7971657.500000 Penalty: 5511.241211
	Iteration 23Q: 3 clusters Score -7971658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -7971664.000000 Penalty: 5511.241211
	Iteration 24Q: 3 clusters Score -7971664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -7971673.500000 Penalty: 5511.241211
	Iteration 25Q: 3 clusters Score -7971674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -7971686.000000 Penalty: 5511.241211
	Iteration 26Q: 3 clusters Score -7971686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -7971690.000000 Penalty: 5511.241211
	Iteration 27Q: 3 clusters Score -7971690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -7971708.000000 Penalty: 5511.241211
	Iteration 28Q: 3 clusters Score -7971708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -7971713.500000 Penalty: 5511.241211
	Iteration 29Q: 3 clusters Score -7971714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -7971722.000000 Penalty: 5511.241211
	Iteration 30Q: 3 clusters Score -7971722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -7971729.000000 Penalty: 5511.241211
	Iteration 31Q: 3 clusters Score -7971729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -7971726.000000 Penalty: 5511.241211
	Iteration 32Q: 3 clusters Score -7971726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -7971723.000000 Penalty: 5511.241211
	Iteration 33Q: 3 clusters Score -7971723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -7971723.500000 Penalty: 5511.241211
	Iteration 34Q: 3 clusters Score -7971724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -7971721.500000 Penalty: 5511.241211
	Iteration 35Q: 3 clusters Score -7971722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -7971726.500000 Penalty: 5511.241211
	Iteration 36Q: 3 clusters Score -7971726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -7971725.500000 Penalty: 5511.241211
	Iteration 37Q: 3 clusters Score -7971726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -7971728.000000 Penalty: 5511.241211
	Iteration 38Q: 3 clusters Score -7971728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -7971729.000000 Penalty: 5511.241211
	Iteration 39Q: 3 clusters Score -7971729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -7971724.500000 Penalty: 5511.241211
	Iteration 40F: 3 clusters Score -7971724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -7971731.000000 Penalty: 5511.241211
	Iteration 41Q: 3 clusters Score -7971731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -7971735.000000 Penalty: 5511.241211
	Iteration 42Q: 3 clusters Score -7971735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -7971733.500000 Penalty: 5511.241211
	Iteration 43Q: 3 clusters Score -7971734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -7971738.000000 Penalty: 5511.241211
	Iteration 44Q: 3 clusters Score -7971738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -7971739.500000 Penalty: 5511.241211
	Iteration 45Q: 3 clusters Score -7971740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -7971739.500000 Penalty: 5511.241211
	Iteration 46F: 3 clusters Score -7971740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -308680.343750 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -308680.3 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 1424 members 
Entering Unmasked Estep 
Score: -305551.343750 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -305551.3 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -306261.875000 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -306261.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -306433.656250 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -306433.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -306531.312500 Penalty: 3950.221191
	Iteration 3Q: 3 clusters Score -306531.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -306621.187500 Penalty: 3950.221191
	Iteration 4Q: 3 clusters Score -306621.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -306698.031250 Penalty: 3950.221191
	Iteration 5Q: 3 clusters Score -306698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -306763.500000 Penalty: 3950.221191
	Iteration 6Q: 3 clusters Score -306763.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -306854.937500 Penalty: 3950.221191
	Iteration 7Q: 3 clusters Score -306854.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -306929.375000 Penalty: 3950.221191
	Iteration 8Q: 3 clusters Score -306929.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -306991.812500 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -306991.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -307061.000000 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -307061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -307118.531250 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -307118.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -307173.656250 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -307173.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -307257.687500 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -307257.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -307347.562500 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -307347.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -307434.125000 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -307434.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -307492.093750 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -307492.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -307525.593750 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -307525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -307541.843750 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -307541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -307552.125000 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -307552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -307559.875000 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -307559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -307566.062500 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -307566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -307572.750000 Penalty: 3950.221191
	Iteration 22Q: 3 clusters Score -307572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -307578.218750 Penalty: 3950.221191
	Iteration 23Q: 3 clusters Score -307578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -307582.937500 Penalty: 3950.221191
	Iteration 24Q: 3 clusters Score -307582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -307585.156250 Penalty: 3950.221191
	Iteration 25Q: 3 clusters Score -307585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -307586.093750 Penalty: 3950.221191
	Iteration 26Q: 3 clusters Score -307586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -307588.562500 Penalty: 3950.221191
	Iteration 27Q: 3 clusters Score -307588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -307588.562500 Penalty: 3950.221191
	Iteration 28F: 3 clusters Score -307588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -230826.656250 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -230826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -228203.734375 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -228203.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228642.890625 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -228642.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -228754.703125 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -228754.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -228817.500000 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -228817.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228850.593750 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -228850.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -228869.125000 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -228869.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228881.328125 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -228881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228895.843750 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -228895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -228900.093750 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -228900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228903.765625 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -228903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228905.781250 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -228905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228907.546875 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -228907.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228911.968750 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -228912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228915.578125 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -228915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228922.296875 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -228922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228928.734375 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -228928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228935.046875 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -228935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228939.156250 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -228939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -228941.453125 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -228941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228944.562500 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -228944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -228945.875000 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -228945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228946.968750 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -228947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228946.968750 Penalty: 3770.791016
	Iteration 22F: 3 clusters Score -228947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Entering Unmasked Estep 
Score: -895592.250000 Penalty: 2226.301025
	Iteration 0F: 2 clusters Score -895592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -889249.375000 Penalty: 4452.602051
	Iteration 0F: 3 clusters Score -889249.4 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -891074.375000 Penalty: 4452.602051
	Iteration 1F: 3 clusters Score -891074.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -891411.562500 Penalty: 4452.602051
	Iteration 2F: 3 clusters Score -891411.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -891651.625000 Penalty: 4452.602051
	Iteration 3F: 3 clusters Score -891651.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -891866.687500 Penalty: 4452.602051
	Iteration 4Q: 3 clusters Score -891866.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -892056.562500 Penalty: 4452.602051
	Iteration 5Q: 3 clusters Score -892056.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -892258.250000 Penalty: 4452.602051
	Iteration 6Q: 3 clusters Score -892258.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -892445.625000 Penalty: 4452.602051
	Iteration 7Q: 3 clusters Score -892445.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -892634.375000 Penalty: 4452.602051
	Iteration 8Q: 3 clusters Score -892634.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -892824.250000 Penalty: 4452.602051
	Iteration 9Q: 3 clusters Score -892824.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -893024.750000 Penalty: 4452.602051
	Iteration 10Q: 3 clusters Score -893024.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -893187.437500 Penalty: 4452.602051
	Iteration 11Q: 3 clusters Score -893187.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -893310.062500 Penalty: 4452.602051
	Iteration 12Q: 3 clusters Score -893310.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -893403.437500 Penalty: 4452.602051
	Iteration 13Q: 3 clusters Score -893403.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -893486.375000 Penalty: 4452.602051
	Iteration 14Q: 3 clusters Score -893486.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -893565.187500 Penalty: 4452.602051
	Iteration 15Q: 3 clusters Score -893565.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -893627.437500 Penalty: 4452.602051
	Iteration 16Q: 3 clusters Score -893627.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -893682.312500 Penalty: 4452.602051
	Iteration 17Q: 3 clusters Score -893682.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -893739.437500 Penalty: 4452.602051
	Iteration 18Q: 3 clusters Score -893739.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -893782.125000 Penalty: 4452.602051
	Iteration 19Q: 3 clusters Score -893782.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -893807.875000 Penalty: 4452.602051
	Iteration 20F: 3 clusters Score -893807.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -893831.000000 Penalty: 4452.602051
	Iteration 21Q: 3 clusters Score -893831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -893847.812500 Penalty: 4452.602051
	Iteration 22Q: 3 clusters Score -893847.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -893866.562500 Penalty: 4452.602051
	Iteration 23Q: 3 clusters Score -893866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -893887.062500 Penalty: 4452.602051
	Iteration 24Q: 3 clusters Score -893887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -893897.687500 Penalty: 4452.602051
	Iteration 25Q: 3 clusters Score -893897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -893912.875000 Penalty: 4452.602051
	Iteration 26Q: 3 clusters Score -893912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -893919.375000 Penalty: 4452.602051
	Iteration 27Q: 3 clusters Score -893919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -893925.562500 Penalty: 4452.602051
	Iteration 28Q: 3 clusters Score -893925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -893929.625000 Penalty: 4452.602051
	Iteration 29Q: 3 clusters Score -893929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -893932.875000 Penalty: 4452.602051
	Iteration 30Q: 3 clusters Score -893932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -893934.500000 Penalty: 4452.602051
	Iteration 31Q: 3 clusters Score -893934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -893938.750000 Penalty: 4452.602051
	Iteration 32Q: 3 clusters Score -893938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -893942.562500 Penalty: 4452.602051
	Iteration 33Q: 3 clusters Score -893942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -893944.375000 Penalty: 4452.602051
	Iteration 34Q: 3 clusters Score -893944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -893945.812500 Penalty: 4452.602051
	Iteration 35Q: 3 clusters Score -893945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -893950.437500 Penalty: 4452.602051
	Iteration 36Q: 3 clusters Score -893950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -893953.750000 Penalty: 4452.602051
	Iteration 37Q: 3 clusters Score -893953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -893957.437500 Penalty: 4452.602051
	Iteration 38Q: 3 clusters Score -893957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -893964.062500 Penalty: 4452.602051
	Iteration 39Q: 3 clusters Score -893964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -893966.437500 Penalty: 4452.602051
	Iteration 40F: 3 clusters Score -893966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -893968.000000 Penalty: 4452.602051
	Iteration 41Q: 3 clusters Score -893968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -893968.812500 Penalty: 4452.602051
	Iteration 42Q: 3 clusters Score -893968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -893969.375000 Penalty: 4452.602051
	Iteration 43Q: 3 clusters Score -893969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -893968.687500 Penalty: 4452.602051
	Iteration 44Q: 3 clusters Score -893968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -893968.687500 Penalty: 4452.602051
	Iteration 45F: 3 clusters Score -893968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -490805.968750 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -490806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -486688.593750 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -486688.6 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -487640.625000 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -487640.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -487850.843750 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -487850.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -487979.906250 Penalty: 4149.257812
	Iteration 3Q: 3 clusters Score -487979.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -488079.187500 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -488079.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -488162.093750 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -488162.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -488232.625000 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -488232.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -488299.812500 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -488299.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -488358.875000 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -488358.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -488414.718750 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -488414.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -488466.687500 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -488466.7 nChanged 68
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: -488502.468750 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -488502.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -488532.718750 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -488532.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -488558.781250 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -488558.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -488588.843750 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -488588.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -488615.718750 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -488615.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -488643.906250 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -488643.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -488673.093750 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -488673.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -488694.781250 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -488694.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -488709.843750 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -488709.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -488723.687500 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -488723.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -488739.687500 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -488739.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -488758.250000 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -488758.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -488773.906250 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -488773.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488787.093750 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -488787.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -488796.218750 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -488796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -488802.031250 Penalty: 4149.257812
	Iteration 26Q: 3 clusters Score -488802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -488810.000000 Penalty: 4149.257812
	Iteration 27Q: 3 clusters Score -488810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -488817.062500 Penalty: 4149.257812
	Iteration 28Q: 3 clusters Score -488817.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -488824.593750 Penalty: 4149.257812
	Iteration 29Q: 3 clusters Score -488824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -488832.750000 Penalty: 4149.257812
	Iteration 30Q: 3 clusters Score -488832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -488841.906250 Penalty: 4149.257812
	Iteration 31Q: 3 clusters Score -488841.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -488852.500000 Penalty: 4149.257812
	Iteration 32Q: 3 clusters Score -488852.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -488860.781250 Penalty: 4149.257812
	Iteration 33Q: 3 clusters Score -488860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488869.156250 Penalty: 4149.257812
	Iteration 34Q: 3 clusters Score -488869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -488876.593750 Penalty: 4149.257812
	Iteration 35Q: 3 clusters Score -488876.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -488885.000000 Penalty: 4149.257812
	Iteration 36Q: 3 clusters Score -488885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -488899.218750 Penalty: 4149.257812
	Iteration 37Q: 3 clusters Score -488899.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -488916.687500 Penalty: 4149.257812
	Iteration 38Q: 3 clusters Score -488916.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488928.875000 Penalty: 4149.257812
	Iteration 39Q: 3 clusters Score -488928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -488937.031250 Penalty: 4149.257812
	Iteration 40F: 3 clusters Score -488937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -488947.000000 Penalty: 4149.257812
	Iteration 41Q: 3 clusters Score -488947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -488955.843750 Penalty: 4149.257812
	Iteration 42Q: 3 clusters Score -488955.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -488961.406250 Penalty: 4149.257812
	Iteration 43Q: 3 clusters Score -488961.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -488971.093750 Penalty: 4149.257812
	Iteration 44Q: 3 clusters Score -488971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -488981.343750 Penalty: 4149.257812
	Iteration 45Q: 3 clusters Score -488981.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -488989.593750 Penalty: 4149.257812
	Iteration 46Q: 3 clusters Score -488989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -488996.187500 Penalty: 4149.257812
	Iteration 47Q: 3 clusters Score -488996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -489002.187500 Penalty: 4149.257812
	Iteration 48Q: 3 clusters Score -489002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -489007.062500 Penalty: 4149.257812
	Iteration 49Q: 3 clusters Score -489007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -489008.718750 Penalty: 4149.257812
	Iteration 50Q: 3 clusters Score -489008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -489013.531250 Penalty: 4149.257812
	Iteration 51Q: 3 clusters Score -489013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -489016.500000 Penalty: 4149.257812
	Iteration 52Q: 3 clusters Score -489016.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -489020.906250 Penalty: 4149.257812
	Iteration 53Q: 3 clusters Score -489020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -489027.968750 Penalty: 4149.257812
	Iteration 54Q: 3 clusters Score -489028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -489034.250000 Penalty: 4149.257812
	Iteration 55Q: 3 clusters Score -489034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -489041.125000 Penalty: 4149.257812
	Iteration 56Q: 3 clusters Score -489041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -489051.312500 Penalty: 4149.257812
	Iteration 57Q: 3 clusters Score -489051.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -489062.937500 Penalty: 4149.257812
	Iteration 58Q: 3 clusters Score -489062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -489070.812500 Penalty: 4149.257812
	Iteration 59Q: 3 clusters Score -489070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -489079.281250 Penalty: 4149.257812
	Iteration 60F: 3 clusters Score -489079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -489084.937500 Penalty: 4149.257812
	Iteration 61Q: 3 clusters Score -489084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -489092.093750 Penalty: 4149.257812
	Iteration 62Q: 3 clusters Score -489092.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -489101.718750 Penalty: 4149.257812
	Iteration 63Q: 3 clusters Score -489101.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -489110.093750 Penalty: 4149.257812
	Iteration 64Q: 3 clusters Score -489110.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -489119.843750 Penalty: 4149.257812
	Iteration 65Q: 3 clusters Score -489119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -489123.062500 Penalty: 4149.257812
	Iteration 66Q: 3 clusters Score -489123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -489128.406250 Penalty: 4149.257812
	Iteration 67Q: 3 clusters Score -489128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -489132.500000 Penalty: 4149.257812
	Iteration 68Q: 3 clusters Score -489132.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -489136.218750 Penalty: 4149.257812
	Iteration 69Q: 3 clusters Score -489136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -489141.468750 Penalty: 4149.257812
	Iteration 70Q: 3 clusters Score -489141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -489144.000000 Penalty: 4149.257812
	Iteration 71Q: 3 clusters Score -489144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -489147.031250 Penalty: 4149.257812
	Iteration 72Q: 3 clusters Score -489147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -489148.562500 Penalty: 4149.257812
	Iteration 73Q: 3 clusters Score -489148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -489151.500000 Penalty: 4149.257812
	Iteration 74Q: 3 clusters Score -489151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -489153.343750 Penalty: 4149.257812
	Iteration 75Q: 3 clusters Score -489153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -489156.093750 Penalty: 4149.257812
	Iteration 76Q: 3 clusters Score -489156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -489157.750000 Penalty: 4149.257812
	Iteration 77Q: 3 clusters Score -489157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -489160.468750 Penalty: 4149.257812
	Iteration 78Q: 3 clusters Score -489160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -489162.718750 Penalty: 4149.257812
	Iteration 79Q: 3 clusters Score -489162.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -489168.125000 Penalty: 4149.257812
	Iteration 80F: 3 clusters Score -489168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -489173.031250 Penalty: 4149.257812
	Iteration 81Q: 3 clusters Score -489173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -489176.781250 Penalty: 4149.257812
	Iteration 82Q: 3 clusters Score -489176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -489180.750000 Penalty: 4149.257812
	Iteration 83Q: 3 clusters Score -489180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -489188.625000 Penalty: 4149.257812
	Iteration 84Q: 3 clusters Score -489188.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -489198.406250 Penalty: 4149.257812
	Iteration 85Q: 3 clusters Score -489198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -489206.625000 Penalty: 4149.257812
	Iteration 86Q: 3 clusters Score -489206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -489214.750000 Penalty: 4149.257812
	Iteration 87Q: 3 clusters Score -489214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -489223.156250 Penalty: 4149.257812
	Iteration 88Q: 3 clusters Score -489223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -489229.843750 Penalty: 4149.257812
	Iteration 89Q: 3 clusters Score -489229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -489235.781250 Penalty: 4149.257812
	Iteration 90Q: 3 clusters Score -489235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -489240.968750 Penalty: 4149.257812
	Iteration 91Q: 3 clusters Score -489241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -489247.062500 Penalty: 4149.257812
	Iteration 92Q: 3 clusters Score -489247.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -489255.781250 Penalty: 4149.257812
	Iteration 93Q: 3 clusters Score -489255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -489262.062500 Penalty: 4149.257812
	Iteration 94Q: 3 clusters Score -489262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -489263.437500 Penalty: 4149.257812
	Iteration 95Q: 3 clusters Score -489263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -489265.312500 Penalty: 4149.257812
	Iteration 96Q: 3 clusters Score -489265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -489265.656250 Penalty: 4149.257812
	Iteration 97Q: 3 clusters Score -489265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -489265.562500 Penalty: 4149.257812
	Iteration 98Q: 3 clusters Score -489265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -489266.031250 Penalty: 4149.257812
	Iteration 99Q: 3 clusters Score -489266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -489266.062500 Penalty: 4149.257812
	Iteration 100F: 3 clusters Score -489266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -196200.234375 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -196200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193721.515625 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -193721.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194167.296875 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -194167.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194290.468750 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -194290.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194369.078125 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -194369.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194411.515625 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -194411.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194442.390625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -194442.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194469.546875 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -194469.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194496.859375 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -194496.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194513.937500 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -194513.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -194520.656250 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -194520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194525.734375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -194525.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -194529.531250 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -194529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194535.937500 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -194535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -194539.781250 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -194539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -194544.031250 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -194544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -194555.625000 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -194555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194563.203125 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -194563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194571.546875 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -194571.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194579.625000 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -194579.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -194594.984375 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -194595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194606.484375 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -194606.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194625.421875 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -194625.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -194640.171875 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -194640.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -194653.515625 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -194653.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -194669.140625 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -194669.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -194688.609375 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -194688.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -194710.734375 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -194710.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -194743.796875 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -194743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -194765.046875 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -194765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -194806.562500 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -194806.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -194847.218750 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -194847.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -194897.484375 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -194897.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -194985.171875 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -194985.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -195058.015625 Penalty: 3730.573730
	Iteration 33Q: 3 clusters Score -195058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -195124.734375 Penalty: 3730.573730
	Iteration 34Q: 3 clusters Score -195124.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -195184.203125 Penalty: 3730.573730
	Iteration 35Q: 3 clusters Score -195184.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -195229.468750 Penalty: 3730.573730
	Iteration 36Q: 3 clusters Score -195229.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -195265.546875 Penalty: 3730.573730
	Iteration 37Q: 3 clusters Score -195265.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -195286.109375 Penalty: 3730.573730
	Iteration 38Q: 3 clusters Score -195286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -195305.875000 Penalty: 3730.573730
	Iteration 39Q: 3 clusters Score -195305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -195408.890625 Penalty: 3730.573730
	Iteration 40F: 3 clusters Score -195408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -195590.218750 Penalty: 3730.573730
	Iteration 41Q: 3 clusters Score -195590.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -195631.015625 Penalty: 3730.573730
	Iteration 42Q: 3 clusters Score -195631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -195646.156250 Penalty: 3730.573730
	Iteration 43Q: 3 clusters Score -195646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -195652.234375 Penalty: 3730.573730
	Iteration 44Q: 3 clusters Score -195652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -195654.609375 Penalty: 3730.573730
	Iteration 45Q: 3 clusters Score -195654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -195657.781250 Penalty: 3730.573730
	Iteration 46Q: 3 clusters Score -195657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -195659.281250 Penalty: 3730.573730
	Iteration 47Q: 3 clusters Score -195659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -195660.859375 Penalty: 3730.573730
	Iteration 48Q: 3 clusters Score -195660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -195660.859375 Penalty: 3730.573730
	Iteration 49F: 3 clusters Score -195660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -178944.609375 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -178944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176615.750000 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -176615.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -176988.125000 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -176988.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177113.125000 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -177113.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177176.109375 Penalty: 3635.881104
	Iteration 3Q: 3 clusters Score -177176.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177216.531250 Penalty: 3635.881104
	Iteration 4Q: 3 clusters Score -177216.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -177232.828125 Penalty: 3635.881104
	Iteration 5Q: 3 clusters Score -177232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -177239.796875 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -177239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -177246.375000 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -177246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -177250.796875 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -177250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177253.156250 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -177253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177254.578125 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -177254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177254.578125 Penalty: 3635.881104
	Iteration 11F: 3 clusters Score -177254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -186563.796875 Penalty: 1862.450928
	Iteration 0F: 2 clusters Score -186563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -184156.906250 Penalty: 3724.901855
	Iteration 0F: 3 clusters Score -184156.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -184773.890625 Penalty: 3724.901855
	Iteration 1F: 3 clusters Score -184773.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -185049.890625 Penalty: 3724.901855
	Iteration 2F: 3 clusters Score -185049.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -185297.046875 Penalty: 3724.901855
	Iteration 3F: 3 clusters Score -185297 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -185463.593750 Penalty: 3724.901855
	Iteration 4F: 3 clusters Score -185463.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -185634.937500 Penalty: 3724.901855
	Iteration 5Q: 3 clusters Score -185634.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -185798.000000 Penalty: 3724.901855
	Iteration 6Q: 3 clusters Score -185798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -185904.078125 Penalty: 3724.901855
	Iteration 7Q: 3 clusters Score -185904.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -185983.890625 Penalty: 3724.901855
	Iteration 8Q: 3 clusters Score -185983.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -186029.062500 Penalty: 3724.901855
	Iteration 9Q: 3 clusters Score -186029.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -186055.671875 Penalty: 3724.901855
	Iteration 10Q: 3 clusters Score -186055.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -186073.562500 Penalty: 3724.901855
	Iteration 11Q: 3 clusters Score -186073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186080.109375 Penalty: 3724.901855
	Iteration 12Q: 3 clusters Score -186080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186083.046875 Penalty: 3724.901855
	Iteration 13Q: 3 clusters Score -186083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186086.281250 Penalty: 3724.901855
	Iteration 14Q: 3 clusters Score -186086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -186087.046875 Penalty: 3724.901855
	Iteration 15Q: 3 clusters Score -186087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -186087.953125 Penalty: 3724.901855
	Iteration 16Q: 3 clusters Score -186088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -186088.156250 Penalty: 3724.901855
	Iteration 17Q: 3 clusters Score -186088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -186091.421875 Penalty: 3724.901855
	Iteration 18F: 3 clusters Score -186091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -186107.296875 Penalty: 3724.901855
	Iteration 19Q: 3 clusters Score -186107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -186111.000000 Penalty: 3724.901855
	Iteration 20F: 3 clusters Score -186111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -186113.250000 Penalty: 3724.901855
	Iteration 21Q: 3 clusters Score -186113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -186119.968750 Penalty: 3724.901855
	Iteration 22Q: 3 clusters Score -186120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -186120.515625 Penalty: 3724.901855
	Iteration 23Q: 3 clusters Score -186120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -186121.984375 Penalty: 3724.901855
	Iteration 24Q: 3 clusters Score -186122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -186121.984375 Penalty: 3724.901855
	Iteration 25F: 3 clusters Score -186122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -550611.937500 Penalty: 2111.020752
	Iteration 0F: 2 clusters Score -550611.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -546084.875000 Penalty: 4222.041504
	Iteration 0F: 3 clusters Score -546084.9 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -547419.312500 Penalty: 4222.041504
	Iteration 1F: 3 clusters Score -547419.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -547820.437500 Penalty: 4222.041504
	Iteration 2F: 3 clusters Score -547820.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -548199.437500 Penalty: 4222.041504
	Iteration 3F: 3 clusters Score -548199.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -548489.750000 Penalty: 4222.041504
	Iteration 4F: 3 clusters Score -548489.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -548732.625000 Penalty: 4222.041504
	Iteration 5F: 3 clusters Score -548732.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549031.375000 Penalty: 4222.041504
	Iteration 6F: 3 clusters Score -549031.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549352.437500 Penalty: 4222.041504
	Iteration 7F: 3 clusters Score -549352.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -549685.500000 Penalty: 4222.041504
	Iteration 8F: 3 clusters Score -549685.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549923.750000 Penalty: 4222.041504
	Iteration 9Q: 3 clusters Score -549923.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -550077.687500 Penalty: 4222.041504
	Iteration 10Q: 3 clusters Score -550077.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -550164.312500 Penalty: 4222.041504
	Iteration 11Q: 3 clusters Score -550164.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -550213.000000 Penalty: 4222.041504
	Iteration 12Q: 3 clusters Score -550213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -550243.875000 Penalty: 4222.041504
	Iteration 13Q: 3 clusters Score -550243.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -550264.375000 Penalty: 4222.041504
	Iteration 14Q: 3 clusters Score -550264.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -550279.875000 Penalty: 4222.041504
	Iteration 15Q: 3 clusters Score -550279.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -550290.500000 Penalty: 4222.041504
	Iteration 16Q: 3 clusters Score -550290.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -550297.375000 Penalty: 4222.041504
	Iteration 17Q: 3 clusters Score -550297.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -550303.062500 Penalty: 4222.041504
	Iteration 18Q: 3 clusters Score -550303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -550309.500000 Penalty: 4222.041504
	Iteration 19Q: 3 clusters Score -550309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -550314.312500 Penalty: 4222.041504
	Iteration 20F: 3 clusters Score -550314.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -550318.125000 Penalty: 4222.041504
	Iteration 21Q: 3 clusters Score -550318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -550323.250000 Penalty: 4222.041504
	Iteration 22Q: 3 clusters Score -550323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -550330.125000 Penalty: 4222.041504
	Iteration 23Q: 3 clusters Score -550330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -550338.750000 Penalty: 4222.041504
	Iteration 24Q: 3 clusters Score -550338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -550342.750000 Penalty: 4222.041504
	Iteration 25Q: 3 clusters Score -550342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -550346.062500 Penalty: 4222.041504
	Iteration 26Q: 3 clusters Score -550346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -550348.437500 Penalty: 4222.041504
	Iteration 27Q: 3 clusters Score -550348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -550353.625000 Penalty: 4222.041504
	Iteration 28Q: 3 clusters Score -550353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -550360.187500 Penalty: 4222.041504
	Iteration 29Q: 3 clusters Score -550360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -550364.187500 Penalty: 4222.041504
	Iteration 30Q: 3 clusters Score -550364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -550368.937500 Penalty: 4222.041504
	Iteration 31Q: 3 clusters Score -550368.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -550378.437500 Penalty: 4222.041504
	Iteration 32Q: 3 clusters Score -550378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -550388.250000 Penalty: 4222.041504
	Iteration 33Q: 3 clusters Score -550388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -550402.625000 Penalty: 4222.041504
	Iteration 34Q: 3 clusters Score -550402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -550421.625000 Penalty: 4222.041504
	Iteration 35Q: 3 clusters Score -550421.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -550433.312500 Penalty: 4222.041504
	Iteration 36Q: 3 clusters Score -550433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -550442.562500 Penalty: 4222.041504
	Iteration 37Q: 3 clusters Score -550442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -550449.000000 Penalty: 4222.041504
	Iteration 38Q: 3 clusters Score -550449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -550453.625000 Penalty: 4222.041504
	Iteration 39Q: 3 clusters Score -550453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -550458.375000 Penalty: 4222.041504
	Iteration 40F: 3 clusters Score -550458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -550461.937500 Penalty: 4222.041504
	Iteration 41Q: 3 clusters Score -550461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -550462.875000 Penalty: 4222.041504
	Iteration 42Q: 3 clusters Score -550462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -550464.687500 Penalty: 4222.041504
	Iteration 43Q: 3 clusters Score -550464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -550464.812500 Penalty: 4222.041504
	Iteration 44Q: 3 clusters Score -550464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -550464.812500 Penalty: 4222.041504
	Iteration 45F: 3 clusters Score -550464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -559704.062500 Penalty: 2112.015625
	Iteration 0F: 2 clusters Score -559704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -555184.562500 Penalty: 4224.031250
	Iteration 0F: 3 clusters Score -555184.6 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -556330.500000 Penalty: 4224.031250
	Iteration 1F: 3 clusters Score -556330.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -556592.187500 Penalty: 4224.031250
	Iteration 2F: 3 clusters Score -556592.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -556748.437500 Penalty: 4224.031250
	Iteration 3F: 3 clusters Score -556748.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -556862.687500 Penalty: 4224.031250
	Iteration 4Q: 3 clusters Score -556862.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -556972.562500 Penalty: 4224.031250
	Iteration 5Q: 3 clusters Score -556972.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -557053.062500 Penalty: 4224.031250
	Iteration 6Q: 3 clusters Score -557053.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -557118.562500 Penalty: 4224.031250
	Iteration 7Q: 3 clusters Score -557118.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -557182.562500 Penalty: 4224.031250
	Iteration 8Q: 3 clusters Score -557182.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -557236.750000 Penalty: 4224.031250
	Iteration 9Q: 3 clusters Score -557236.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -557282.875000 Penalty: 4224.031250
	Iteration 10Q: 3 clusters Score -557282.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -557314.187500 Penalty: 4224.031250
	Iteration 11Q: 3 clusters Score -557314.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -557333.937500 Penalty: 4224.031250
	Iteration 12Q: 3 clusters Score -557333.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -557350.437500 Penalty: 4224.031250
	Iteration 13Q: 3 clusters Score -557350.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -557366.687500 Penalty: 4224.031250
	Iteration 14Q: 3 clusters Score -557366.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -557388.125000 Penalty: 4224.031250
	Iteration 15Q: 3 clusters Score -557388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -557405.937500 Penalty: 4224.031250
	Iteration 16Q: 3 clusters Score -557405.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -557421.250000 Penalty: 4224.031250
	Iteration 17Q: 3 clusters Score -557421.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -557433.750000 Penalty: 4224.031250
	Iteration 18Q: 3 clusters Score -557433.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -557451.312500 Penalty: 4224.031250
	Iteration 19Q: 3 clusters Score -557451.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -557469.000000 Penalty: 4224.031250
	Iteration 20F: 3 clusters Score -557469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -557482.812500 Penalty: 4224.031250
	Iteration 21Q: 3 clusters Score -557482.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -557499.250000 Penalty: 4224.031250
	Iteration 22Q: 3 clusters Score -557499.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -557515.625000 Penalty: 4224.031250
	Iteration 23Q: 3 clusters Score -557515.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -557529.375000 Penalty: 4224.031250
	Iteration 24Q: 3 clusters Score -557529.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -557546.750000 Penalty: 4224.031250
	Iteration 25Q: 3 clusters Score -557546.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -557574.937500 Penalty: 4224.031250
	Iteration 26Q: 3 clusters Score -557574.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -557591.562500 Penalty: 4224.031250
	Iteration 27Q: 3 clusters Score -557591.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -557601.875000 Penalty: 4224.031250
	Iteration 28Q: 3 clusters Score -557601.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -557610.062500 Penalty: 4224.031250
	Iteration 29Q: 3 clusters Score -557610.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -557617.250000 Penalty: 4224.031250
	Iteration 30Q: 3 clusters Score -557617.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -557623.750000 Penalty: 4224.031250
	Iteration 31Q: 3 clusters Score -557623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -557628.875000 Penalty: 4224.031250
	Iteration 32Q: 3 clusters Score -557628.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -557639.812500 Penalty: 4224.031250
	Iteration 33Q: 3 clusters Score -557639.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -557649.437500 Penalty: 4224.031250
	Iteration 34Q: 3 clusters Score -557649.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -557660.125000 Penalty: 4224.031250
	Iteration 35Q: 3 clusters Score -557660.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -557669.312500 Penalty: 4224.031250
	Iteration 36Q: 3 clusters Score -557669.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -557679.875000 Penalty: 4224.031250
	Iteration 37Q: 3 clusters Score -557679.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -557689.062500 Penalty: 4224.031250
	Iteration 38Q: 3 clusters Score -557689.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -557697.500000 Penalty: 4224.031250
	Iteration 39Q: 3 clusters Score -557697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -557706.500000 Penalty: 4224.031250
	Iteration 40F: 3 clusters Score -557706.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -557713.812500 Penalty: 4224.031250
	Iteration 41Q: 3 clusters Score -557713.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -557728.062500 Penalty: 4224.031250
	Iteration 42Q: 3 clusters Score -557728.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -557740.937500 Penalty: 4224.031250
	Iteration 43Q: 3 clusters Score -557740.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -557752.500000 Penalty: 4224.031250
	Iteration 44Q: 3 clusters Score -557752.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -557764.937500 Penalty: 4224.031250
	Iteration 45Q: 3 clusters Score -557764.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -557787.062500 Penalty: 4224.031250
	Iteration 46Q: 3 clusters Score -557787.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -557814.625000 Penalty: 4224.031250
	Iteration 47Q: 3 clusters Score -557814.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -557854.312500 Penalty: 4224.031250
	Iteration 48Q: 3 clusters Score -557854.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -557913.937500 Penalty: 4224.031250
	Iteration 49Q: 3 clusters Score -557913.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -557974.187500 Penalty: 4224.031250
	Iteration 50Q: 3 clusters Score -557974.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -558021.000000 Penalty: 4224.031250
	Iteration 51Q: 3 clusters Score -558021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -558077.625000 Penalty: 4224.031250
	Iteration 52Q: 3 clusters Score -558077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -558139.562500 Penalty: 4224.031250
	Iteration 53Q: 3 clusters Score -558139.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558198.687500 Penalty: 4224.031250
	Iteration 54Q: 3 clusters Score -558198.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -558242.125000 Penalty: 4224.031250
	Iteration 55Q: 3 clusters Score -558242.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -558270.625000 Penalty: 4224.031250
	Iteration 56Q: 3 clusters Score -558270.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -558296.187500 Penalty: 4224.031250
	Iteration 57Q: 3 clusters Score -558296.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -558322.250000 Penalty: 4224.031250
	Iteration 58Q: 3 clusters Score -558322.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -558338.312500 Penalty: 4224.031250
	Iteration 59Q: 3 clusters Score -558338.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -558349.812500 Penalty: 4224.031250
	Iteration 60F: 3 clusters Score -558349.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -558358.937500 Penalty: 4224.031250
	Iteration 61Q: 3 clusters Score -558358.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -558365.125000 Penalty: 4224.031250
	Iteration 62Q: 3 clusters Score -558365.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -558373.375000 Penalty: 4224.031250
	Iteration 63Q: 3 clusters Score -558373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -558385.125000 Penalty: 4224.031250
	Iteration 64Q: 3 clusters Score -558385.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -558394.437500 Penalty: 4224.031250
	Iteration 65Q: 3 clusters Score -558394.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -558402.250000 Penalty: 4224.031250
	Iteration 66Q: 3 clusters Score -558402.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -558416.562500 Penalty: 4224.031250
	Iteration 67Q: 3 clusters Score -558416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -558428.812500 Penalty: 4224.031250
	Iteration 68Q: 3 clusters Score -558428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -558440.750000 Penalty: 4224.031250
	Iteration 69Q: 3 clusters Score -558440.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -558454.750000 Penalty: 4224.031250
	Iteration 70Q: 3 clusters Score -558454.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -558467.750000 Penalty: 4224.031250
	Iteration 71Q: 3 clusters Score -558467.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -558480.562500 Penalty: 4224.031250
	Iteration 72Q: 3 clusters Score -558480.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -558493.562500 Penalty: 4224.031250
	Iteration 73Q: 3 clusters Score -558493.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -558499.375000 Penalty: 4224.031250
	Iteration 74Q: 3 clusters Score -558499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -558505.937500 Penalty: 4224.031250
	Iteration 75Q: 3 clusters Score -558505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -558509.625000 Penalty: 4224.031250
	Iteration 76Q: 3 clusters Score -558509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -558511.375000 Penalty: 4224.031250
	Iteration 77Q: 3 clusters Score -558511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -558513.437500 Penalty: 4224.031250
	Iteration 78Q: 3 clusters Score -558513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -558513.437500 Penalty: 4224.031250
	Iteration 79Q: 3 clusters Score -558513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -558515.812500 Penalty: 4224.031250
	Iteration 80F: 3 clusters Score -558515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -558516.625000 Penalty: 4224.031250
	Iteration 81Q: 3 clusters Score -558516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -558518.062500 Penalty: 4224.031250
	Iteration 82Q: 3 clusters Score -558518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -558521.937500 Penalty: 4224.031250
	Iteration 83Q: 3 clusters Score -558521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -558522.562500 Penalty: 4224.031250
	Iteration 84Q: 3 clusters Score -558522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -558523.312500 Penalty: 4224.031250
	Iteration 85Q: 3 clusters Score -558523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -558523.250000 Penalty: 4224.031250
	Iteration 86Q: 3 clusters Score -558523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -558523.750000 Penalty: 4224.031250
	Iteration 87Q: 3 clusters Score -558523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -558525.812500 Penalty: 4224.031250
	Iteration 88Q: 3 clusters Score -558525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -558527.250000 Penalty: 4224.031250
	Iteration 89Q: 3 clusters Score -558527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -558528.562500 Penalty: 4224.031250
	Iteration 90Q: 3 clusters Score -558528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -558531.062500 Penalty: 4224.031250
	Iteration 91Q: 3 clusters Score -558531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -558532.937500 Penalty: 4224.031250
	Iteration 92Q: 3 clusters Score -558532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -558535.250000 Penalty: 4224.031250
	Iteration 93Q: 3 clusters Score -558535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -558537.875000 Penalty: 4224.031250
	Iteration 94Q: 3 clusters Score -558537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -558540.562500 Penalty: 4224.031250
	Iteration 95Q: 3 clusters Score -558540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -558541.687500 Penalty: 4224.031250
	Iteration 96Q: 3 clusters Score -558541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -558543.062500 Penalty: 4224.031250
	Iteration 97Q: 3 clusters Score -558543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -558545.187500 Penalty: 4224.031250
	Iteration 98Q: 3 clusters Score -558545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -558544.312500 Penalty: 4224.031250
	Iteration 99Q: 3 clusters Score -558544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -558544.312500 Penalty: 4224.031250
	Iteration 100F: 3 clusters Score -558544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -558685.625000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -558685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -554141.375000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -554141.4 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -555237.750000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -555237.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -555508.687500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -555508.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -555819.375000 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -555819.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -556137.375000 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -556137.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -556437.437500 Penalty: 4224.329590
	Iteration 5F: 3 clusters Score -556437.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -556725.000000 Penalty: 4224.329590
	Iteration 6F: 3 clusters Score -556725 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -556966.187500 Penalty: 4224.329590
	Iteration 7F: 3 clusters Score -556966.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -557185.187500 Penalty: 4224.329590
	Iteration 8F: 3 clusters Score -557185.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -557334.000000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -557334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -557426.312500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -557426.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -557479.187500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -557479.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -557507.625000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -557507.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -557527.687500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -557527.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -557538.937500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -557538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -557543.625000 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -557543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -557546.812500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -557546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -557550.375000 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -557550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -557551.750000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -557551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -557559.187500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -557559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -557565.750000 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -557565.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -557568.812500 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -557568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -557572.250000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -557572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -557574.312500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -557574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -557573.875000 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -557573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -557575.937500 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -557575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -557579.375000 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -557579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -557580.687500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -557580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -557581.875000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -557581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -557582.812500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -557582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -557584.500000 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -557584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -557586.375000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -557586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -557586.375000 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -557586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -557587.062500 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -557587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -557587.062500 Penalty: 4224.329590
	Iteration 34F: 3 clusters Score -557587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -293798.593750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -293798.6 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 1486 members 
Entering Unmasked Estep 
Score: -290638.031250 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -290638 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -291618.656250 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -291618.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -292011.781250 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -292011.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292264.000000 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -292264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -292478.937500 Penalty: 3966.840820
	Iteration 4F: 3 clusters Score -292478.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -292622.593750 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -292622.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -292719.406250 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -292719.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -292812.218750 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -292812.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -292873.718750 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -292873.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -292912.500000 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -292912.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -292934.875000 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -292934.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292949.000000 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -292949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -292964.625000 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -292964.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -292975.406250 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -292975.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -292982.875000 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -292982.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -292990.093750 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -292990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -292998.718750 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -292998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -293005.281250 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -293005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293011.406250 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -293011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293017.593750 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -293017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293021.906250 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -293021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -293025.343750 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -293025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293026.562500 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -293026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -293027.093750 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -293027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -293027.093750 Penalty: 3966.840820
	Iteration 24F: 3 clusters Score -293027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -384813.968750 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -384814 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 1767 members 
Entering Unmasked Estep 
Score: -381254.843750 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -381254.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -382013.281250 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -382013.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -382210.062500 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -382210.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -382336.437500 Penalty: 4044.346680
	Iteration 3F: 3 clusters Score -382336.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -382446.656250 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -382446.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -382516.718750 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -382516.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -382577.468750 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -382577.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -382652.156250 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -382652.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -382719.000000 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -382719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382777.718750 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -382777.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -382826.156250 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -382826.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -382868.343750 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -382868.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382905.656250 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -382905.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -382942.906250 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -382942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -382971.906250 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -382971.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -382993.906250 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -382993.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -383008.562500 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -383008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -383020.843750 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -383020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -383034.093750 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -383034.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383040.562500 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -383040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -383045.187500 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -383045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -383049.812500 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -383049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -383053.843750 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -383053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -383060.968750 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -383061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -383071.343750 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -383071.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -383086.937500 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -383086.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383096.218750 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -383096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383104.500000 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -383104.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -383110.812500 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -383110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -383115.062500 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -383115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -383118.218750 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -383118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -383119.343750 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -383119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -383121.531250 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -383121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -383122.843750 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -383122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -383124.812500 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -383124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383126.031250 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -383126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383127.812500 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -383127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383127.625000 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -383127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -383127.656250 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -383127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -383127.656250 Penalty: 4044.346680
	Iteration 39F: 3 clusters Score -383127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -1078893.250000 Penalty: 2262.891846
	Iteration 0F: 2 clusters Score -1078893 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 4612 members 
Entering Unmasked Estep 
Score: -1071751.125000 Penalty: 4525.783691
	Iteration 0F: 3 clusters Score -1071751 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1073756.125000 Penalty: 4525.783691
	Iteration 1F: 3 clusters Score -1073756 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1074147.625000 Penalty: 4525.783691
	Iteration 2F: 3 clusters Score -1074148 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1074505.125000 Penalty: 4525.783691
	Iteration 3F: 3 clusters Score -1074505 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1074834.625000 Penalty: 4525.783691
	Iteration 4F: 3 clusters Score -1074835 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1075141.875000 Penalty: 4525.783691
	Iteration 5F: 3 clusters Score -1075142 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1075458.000000 Penalty: 4525.783691
	Iteration 6F: 3 clusters Score -1075458 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1075767.750000 Penalty: 4525.783691
	Iteration 7F: 3 clusters Score -1075768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1076031.875000 Penalty: 4525.783691
	Iteration 8Q: 3 clusters Score -1076032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1076310.000000 Penalty: 4525.783691
	Iteration 9Q: 3 clusters Score -1076310 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1076528.000000 Penalty: 4525.783691
	Iteration 10Q: 3 clusters Score -1076528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1076710.500000 Penalty: 4525.783691
	Iteration 11Q: 3 clusters Score -1076710 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1076863.375000 Penalty: 4525.783691
	Iteration 12Q: 3 clusters Score -1076863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1077040.875000 Penalty: 4525.783691
	Iteration 13Q: 3 clusters Score -1077041 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1077209.750000 Penalty: 4525.783691
	Iteration 14Q: 3 clusters Score -1077210 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1077358.500000 Penalty: 4525.783691
	Iteration 15Q: 3 clusters Score -1077358 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1077486.250000 Penalty: 4525.783691
	Iteration 16Q: 3 clusters Score -1077486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1077594.875000 Penalty: 4525.783691
	Iteration 17Q: 3 clusters Score -1077595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1077702.250000 Penalty: 4525.783691
	Iteration 18Q: 3 clusters Score -1077702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1077787.500000 Penalty: 4525.783691
	Iteration 19Q: 3 clusters Score -1077788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1077846.875000 Penalty: 4525.783691
	Iteration 20F: 3 clusters Score -1077847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1077902.625000 Penalty: 4525.783691
	Iteration 21Q: 3 clusters Score -1077903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1077935.625000 Penalty: 4525.783691
	Iteration 22Q: 3 clusters Score -1077936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1077966.250000 Penalty: 4525.783691
	Iteration 23Q: 3 clusters Score -1077966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1077988.875000 Penalty: 4525.783691
	Iteration 24Q: 3 clusters Score -1077989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1078012.750000 Penalty: 4525.783691
	Iteration 25Q: 3 clusters Score -1078013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1078022.250000 Penalty: 4525.783691
	Iteration 26Q: 3 clusters Score -1078022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1078027.500000 Penalty: 4525.783691
	Iteration 27Q: 3 clusters Score -1078028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1078038.375000 Penalty: 4525.783691
	Iteration 28Q: 3 clusters Score -1078038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1078048.750000 Penalty: 4525.783691
	Iteration 29Q: 3 clusters Score -1078049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1078059.500000 Penalty: 4525.783691
	Iteration 30Q: 3 clusters Score -1078060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1078067.750000 Penalty: 4525.783691
	Iteration 31Q: 3 clusters Score -1078068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1078078.375000 Penalty: 4525.783691
	Iteration 32Q: 3 clusters Score -1078078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1078094.000000 Penalty: 4525.783691
	Iteration 33Q: 3 clusters Score -1078094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1078108.875000 Penalty: 4525.783691
	Iteration 34Q: 3 clusters Score -1078109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1078120.250000 Penalty: 4525.783691
	Iteration 35Q: 3 clusters Score -1078120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1078129.500000 Penalty: 4525.783691
	Iteration 36Q: 3 clusters Score -1078130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1078141.125000 Penalty: 4525.783691
	Iteration 37Q: 3 clusters Score -1078141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1078152.125000 Penalty: 4525.783691
	Iteration 38Q: 3 clusters Score -1078152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1078163.125000 Penalty: 4525.783691
	Iteration 39Q: 3 clusters Score -1078163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1078164.750000 Penalty: 4525.783691
	Iteration 40F: 3 clusters Score -1078165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1078167.625000 Penalty: 4525.783691
	Iteration 41Q: 3 clusters Score -1078168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1078168.750000 Penalty: 4525.783691
	Iteration 42Q: 3 clusters Score -1078169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1078170.500000 Penalty: 4525.783691
	Iteration 43Q: 3 clusters Score -1078170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1078171.750000 Penalty: 4525.783691
	Iteration 44Q: 3 clusters Score -1078172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1078170.875000 Penalty: 4525.783691
	Iteration 45Q: 3 clusters Score -1078171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1078170.625000 Penalty: 4525.783691
	Iteration 46Q: 3 clusters Score -1078171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1078173.500000 Penalty: 4525.783691
	Iteration 47Q: 3 clusters Score -1078174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1078173.500000 Penalty: 4525.783691
	Iteration 48Q: 3 clusters Score -1078174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1078173.500000 Penalty: 4525.783691
	Iteration 49F: 3 clusters Score -1078174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -531692.937500 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -531692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -527402.125000 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -527402.1 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -528404.687500 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -528404.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -528636.437500 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -528636.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -528811.062500 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -528811.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -528959.312500 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -528959.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -529078.000000 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -529078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -529188.312500 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -529188.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -529289.437500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -529289.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -529396.750000 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -529396.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -529495.500000 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -529495.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -529620.437500 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -529620.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -529790.500000 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -529790.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -529994.000000 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -529994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -530207.625000 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -530207.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -530413.187500 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -530413.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -530557.687500 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -530557.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -530647.000000 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -530647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -530710.312500 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -530710.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -530752.687500 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -530752.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -530778.812500 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -530778.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -530803.875000 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -530803.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530837.875000 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -530837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -530874.875000 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -530874.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -530908.500000 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -530908.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -530941.187500 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -530941.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -530983.250000 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -530983.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -531017.875000 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -531017.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -531037.687500 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -531037.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -531061.875000 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -531061.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -531085.125000 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -531085.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -531103.000000 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -531103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -531120.187500 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -531120.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -531141.250000 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -531141.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -531165.875000 Penalty: 4184.677734
	Iteration 33Q: 3 clusters Score -531165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -531187.437500 Penalty: 4184.677734
	Iteration 34Q: 3 clusters Score -531187.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -531209.312500 Penalty: 4184.677734
	Iteration 35Q: 3 clusters Score -531209.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -531228.125000 Penalty: 4184.677734
	Iteration 36Q: 3 clusters Score -531228.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -531241.125000 Penalty: 4184.677734
	Iteration 37Q: 3 clusters Score -531241.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -531249.687500 Penalty: 4184.677734
	Iteration 38Q: 3 clusters Score -531249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -531251.500000 Penalty: 4184.677734
	Iteration 39Q: 3 clusters Score -531251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -531252.312500 Penalty: 4184.677734
	Iteration 40F: 3 clusters Score -531252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -531253.250000 Penalty: 4184.677734
	Iteration 41Q: 3 clusters Score -531253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -531253.750000 Penalty: 4184.677734
	Iteration 42Q: 3 clusters Score -531253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -531253.750000 Penalty: 4184.677734
	Iteration 43F: 3 clusters Score -531253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -250039.984375 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -250040 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 1092 members 
Entering Unmasked Estep 
Score: -247370.671875 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -247370.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247899.437500 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -247899.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -248009.062500 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -248009.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248076.718750 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -248076.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -248120.531250 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -248120.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -248154.765625 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -248154.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248181.015625 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -248181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -248200.093750 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -248200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248219.796875 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -248219.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248232.265625 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -248232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248240.140625 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -248240.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248246.687500 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -248246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -248251.593750 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -248251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248258.968750 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -248259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248263.625000 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -248263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -248264.140625 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -248264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248264.921875 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -248264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -248265.750000 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -248265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -248266.453125 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -248266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -248268.859375 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -248268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248271.140625 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -248271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -248271.437500 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -248271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248271.515625 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -248271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248271.515625 Penalty: 3821.139648
	Iteration 23F: 3 clusters Score -248271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -845162.187500 Penalty: 2205.163086
	Iteration 0F: 2 clusters Score -845162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -839153.125000 Penalty: 4410.326172
	Iteration 0F: 3 clusters Score -839153.1 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -840695.687500 Penalty: 4410.326172
	Iteration 1F: 3 clusters Score -840695.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -840926.062500 Penalty: 4410.326172
	Iteration 2F: 3 clusters Score -840926.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -841064.812500 Penalty: 4410.326172
	Iteration 3Q: 3 clusters Score -841064.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -841190.250000 Penalty: 4410.326172
	Iteration 4Q: 3 clusters Score -841190.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -841314.125000 Penalty: 4410.326172
	Iteration 5Q: 3 clusters Score -841314.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -841430.437500 Penalty: 4410.326172
	Iteration 6Q: 3 clusters Score -841430.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -841550.562500 Penalty: 4410.326172
	Iteration 7Q: 3 clusters Score -841550.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -841681.375000 Penalty: 4410.326172
	Iteration 8Q: 3 clusters Score -841681.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -841809.875000 Penalty: 4410.326172
	Iteration 9Q: 3 clusters Score -841809.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -841935.062500 Penalty: 4410.326172
	Iteration 10Q: 3 clusters Score -841935.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -842066.875000 Penalty: 4410.326172
	Iteration 11Q: 3 clusters Score -842066.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -842208.375000 Penalty: 4410.326172
	Iteration 12Q: 3 clusters Score -842208.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -842350.375000 Penalty: 4410.326172
	Iteration 13Q: 3 clusters Score -842350.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -842490.062500 Penalty: 4410.326172
	Iteration 14Q: 3 clusters Score -842490.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -842613.000000 Penalty: 4410.326172
	Iteration 15Q: 3 clusters Score -842613 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -842699.937500 Penalty: 4410.326172
	Iteration 16Q: 3 clusters Score -842699.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -842760.750000 Penalty: 4410.326172
	Iteration 17Q: 3 clusters Score -842760.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -842805.250000 Penalty: 4410.326172
	Iteration 18Q: 3 clusters Score -842805.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -842849.250000 Penalty: 4410.326172
	Iteration 19Q: 3 clusters Score -842849.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -842888.687500 Penalty: 4410.326172
	Iteration 20F: 3 clusters Score -842888.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -842920.250000 Penalty: 4410.326172
	Iteration 21Q: 3 clusters Score -842920.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -842942.812500 Penalty: 4410.326172
	Iteration 22Q: 3 clusters Score -842942.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -842958.312500 Penalty: 4410.326172
	Iteration 23Q: 3 clusters Score -842958.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -842971.937500 Penalty: 4410.326172
	Iteration 24Q: 3 clusters Score -842971.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -842983.000000 Penalty: 4410.326172
	Iteration 25Q: 3 clusters Score -842983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -842987.375000 Penalty: 4410.326172
	Iteration 26Q: 3 clusters Score -842987.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -842993.562500 Penalty: 4410.326172
	Iteration 27Q: 3 clusters Score -842993.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -842994.625000 Penalty: 4410.326172
	Iteration 28Q: 3 clusters Score -842994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -842994.687500 Penalty: 4410.326172
	Iteration 29Q: 3 clusters Score -842994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -842997.000000 Penalty: 4410.326172
	Iteration 30Q: 3 clusters Score -842997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -842998.125000 Penalty: 4410.326172
	Iteration 31Q: 3 clusters Score -842998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -842999.500000 Penalty: 4410.326172
	Iteration 32Q: 3 clusters Score -842999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -842999.500000 Penalty: 4410.326172
	Iteration 33Q: 3 clusters Score -842999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -843002.750000 Penalty: 4410.326172
	Iteration 34Q: 3 clusters Score -843002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -843002.500000 Penalty: 4410.326172
	Iteration 35Q: 3 clusters Score -843002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -843003.437500 Penalty: 4410.326172
	Iteration 36Q: 3 clusters Score -843003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -843003.562500 Penalty: 4410.326172
	Iteration 37Q: 3 clusters Score -843003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -843003.000000 Penalty: 4410.326172
	Iteration 38Q: 3 clusters Score -843003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -843003.500000 Penalty: 4410.326172
	Iteration 39Q: 3 clusters Score -843003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -843005.937500 Penalty: 4410.326172
	Iteration 40F: 3 clusters Score -843005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -843006.000000 Penalty: 4410.326172
	Iteration 41Q: 3 clusters Score -843006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -843005.312500 Penalty: 4410.326172
	Iteration 42Q: 3 clusters Score -843005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -843005.312500 Penalty: 4410.326172
	Iteration 43Q: 3 clusters Score -843005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -843005.312500 Penalty: 4410.326172
	Iteration 44F: 3 clusters Score -843005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -301037.468750 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -301037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298044.437500 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -298044.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -298696.281250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -298696.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -298904.281250 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -298904.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -299049.562500 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -299049.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -299176.781250 Penalty: 3902.084229
	Iteration 4Q: 3 clusters Score -299176.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -299324.562500 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -299324.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299461.812500 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -299461.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -299619.718750 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -299619.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -299740.906250 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -299740.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -299849.875000 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -299849.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -299934.000000 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -299934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -299995.406250 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -299995.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -300032.343750 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -300032.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -300060.687500 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -300060.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -300084.468750 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -300084.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -300109.312500 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -300109.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -300135.500000 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -300135.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -300151.406250 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -300151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -300162.531250 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -300162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -300164.843750 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -300164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -300164.875000 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -300164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -300165.937500 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -300165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -300167.031250 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -300167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -300167.781250 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -300167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -300167.781250 Penalty: 3902.084229
	Iteration 24F: 3 clusters Score -300167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -410886.656250 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -410886.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -407286.625000 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -407286.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -408034.250000 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -408034.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -408201.187500 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -408201.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -408305.343750 Penalty: 4057.161377
	Iteration 3Q: 3 clusters Score -408305.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -408382.343750 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -408382.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -408435.750000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -408435.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -408495.625000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -408495.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -408554.062500 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -408554.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -408594.218750 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -408594.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -408629.468750 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -408629.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -408670.375000 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -408670.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -408712.562500 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -408712.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -408757.250000 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -408757.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -408804.218750 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -408804.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -408848.593750 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -408848.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -408889.687500 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -408889.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -408930.031250 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -408930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -408968.156250 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -408968.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -409003.718750 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -409003.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -409043.062500 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -409043.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -409075.781250 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -409075.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -409098.781250 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -409098.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -409115.000000 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -409115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -409131.656250 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -409131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -409145.062500 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -409145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -409151.593750 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -409151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -409155.312500 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -409155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -409156.500000 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -409156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -409156.500000 Penalty: 4057.161377
	Iteration 28F: 3 clusters Score -409156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1140429.125000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1140429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1132694.125000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1132694 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1135144.500000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1135144 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1135574.625000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1135575 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1135940.500000 Penalty: 4573.215332
	Iteration 3F: 3 clusters Score -1135940 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1136341.375000 Penalty: 4573.215332
	Iteration 4F: 3 clusters Score -1136341 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1136827.750000 Penalty: 4573.215332
	Iteration 5F: 3 clusters Score -1136828 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1137462.875000 Penalty: 4573.215332
	Iteration 6F: 3 clusters Score -1137463 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1138063.500000 Penalty: 4573.215332
	Iteration 7F: 3 clusters Score -1138064 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1138533.625000 Penalty: 4573.215332
	Iteration 8F: 3 clusters Score -1138534 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1138845.500000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1138846 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1139095.750000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1139096 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1139279.250000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1139279 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1139431.750000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1139432 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1139573.875000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1139574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1139671.000000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1139671 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1139737.625000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1139738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1139776.875000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1139777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1139808.750000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1139809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1139819.000000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1139819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1139823.625000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1139824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1139828.000000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1139828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1139826.500000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1139826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1139828.500000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1139828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1139828.125000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1139828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1139828.125000 Penalty: 4573.215332
	Iteration 24F: 3 clusters Score -1139828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -270565.625000 Penalty: 1951.801147
	Iteration 0F: 2 clusters Score -270565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -267562.281250 Penalty: 3903.602295
	Iteration 0F: 3 clusters Score -267562.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -268226.718750 Penalty: 3903.602295
	Iteration 1F: 3 clusters Score -268226.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268517.625000 Penalty: 3903.602295
	Iteration 2F: 3 clusters Score -268517.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268735.781250 Penalty: 3903.602295
	Iteration 3F: 3 clusters Score -268735.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -268929.468750 Penalty: 3903.602295
	Iteration 4F: 3 clusters Score -268929.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269100.437500 Penalty: 3903.602295
	Iteration 5F: 3 clusters Score -269100.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -269295.156250 Penalty: 3903.602295
	Iteration 6Q: 3 clusters Score -269295.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -269459.968750 Penalty: 3903.602295
	Iteration 7Q: 3 clusters Score -269460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -269563.968750 Penalty: 3903.602295
	Iteration 8Q: 3 clusters Score -269564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269617.625000 Penalty: 3903.602295
	Iteration 9Q: 3 clusters Score -269617.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269648.718750 Penalty: 3903.602295
	Iteration 10Q: 3 clusters Score -269648.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269669.687500 Penalty: 3903.602295
	Iteration 11Q: 3 clusters Score -269669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -269681.000000 Penalty: 3903.602295
	Iteration 12Q: 3 clusters Score -269681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -269684.281250 Penalty: 3903.602295
	Iteration 13Q: 3 clusters Score -269684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -269687.656250 Penalty: 3903.602295
	Iteration 14Q: 3 clusters Score -269687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -269688.593750 Penalty: 3903.602295
	Iteration 15Q: 3 clusters Score -269688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -269688.812500 Penalty: 3903.602295
	Iteration 16Q: 3 clusters Score -269688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269688.937500 Penalty: 3903.602295
	Iteration 17Q: 3 clusters Score -269688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269688.937500 Penalty: 3903.602295
	Iteration 18F: 3 clusters Score -269688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -465011.312500 Penalty: 2066.472168
	Iteration 0F: 2 clusters Score -465011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -461046.687500 Penalty: 4132.944336
	Iteration 0F: 3 clusters Score -461046.7 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -461989.343750 Penalty: 4132.944336
	Iteration 1F: 3 clusters Score -461989.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -462228.937500 Penalty: 4132.944336
	Iteration 2F: 3 clusters Score -462228.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -462395.718750 Penalty: 4132.944336
	Iteration 3F: 3 clusters Score -462395.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -462540.625000 Penalty: 4132.944336
	Iteration 4Q: 3 clusters Score -462540.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -462675.531250 Penalty: 4132.944336
	Iteration 5Q: 3 clusters Score -462675.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -462803.906250 Penalty: 4132.944336
	Iteration 6Q: 3 clusters Score -462803.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -462925.375000 Penalty: 4132.944336
	Iteration 7Q: 3 clusters Score -462925.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -463042.750000 Penalty: 4132.944336
	Iteration 8Q: 3 clusters Score -463042.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -463147.312500 Penalty: 4132.944336
	Iteration 9Q: 3 clusters Score -463147.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -463229.593750 Penalty: 4132.944336
	Iteration 10Q: 3 clusters Score -463229.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -463299.375000 Penalty: 4132.944336
	Iteration 11Q: 3 clusters Score -463299.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463357.375000 Penalty: 4132.944336
	Iteration 12Q: 3 clusters Score -463357.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -463398.031250 Penalty: 4132.944336
	Iteration 13Q: 3 clusters Score -463398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -463436.875000 Penalty: 4132.944336
	Iteration 14Q: 3 clusters Score -463436.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -463463.156250 Penalty: 4132.944336
	Iteration 15Q: 3 clusters Score -463463.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -463481.906250 Penalty: 4132.944336
	Iteration 16Q: 3 clusters Score -463481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -463491.281250 Penalty: 4132.944336
	Iteration 17Q: 3 clusters Score -463491.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -463499.593750 Penalty: 4132.944336
	Iteration 18Q: 3 clusters Score -463499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -463505.000000 Penalty: 4132.944336
	Iteration 19Q: 3 clusters Score -463505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -463508.531250 Penalty: 4132.944336
	Iteration 20F: 3 clusters Score -463508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -463512.218750 Penalty: 4132.944336
	Iteration 21Q: 3 clusters Score -463512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -463517.468750 Penalty: 4132.944336
	Iteration 22Q: 3 clusters Score -463517.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -463521.468750 Penalty: 4132.944336
	Iteration 23Q: 3 clusters Score -463521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -463522.812500 Penalty: 4132.944336
	Iteration 24Q: 3 clusters Score -463522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -463523.750000 Penalty: 4132.944336
	Iteration 25Q: 3 clusters Score -463523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -463524.406250 Penalty: 4132.944336
	Iteration 26Q: 3 clusters Score -463524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -463524.687500 Penalty: 4132.944336
	Iteration 27Q: 3 clusters Score -463524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -463525.468750 Penalty: 4132.944336
	Iteration 28Q: 3 clusters Score -463525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -463527.000000 Penalty: 4132.944336
	Iteration 29Q: 3 clusters Score -463527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -463527.500000 Penalty: 4132.944336
	Iteration 30Q: 3 clusters Score -463527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -463527.718750 Penalty: 4132.944336
	Iteration 31Q: 3 clusters Score -463527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -463529.781250 Penalty: 4132.944336
	Iteration 32Q: 3 clusters Score -463529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -463531.531250 Penalty: 4132.944336
	Iteration 33Q: 3 clusters Score -463531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -463531.750000 Penalty: 4132.944336
	Iteration 34Q: 3 clusters Score -463531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -463535.656250 Penalty: 4132.944336
	Iteration 35Q: 3 clusters Score -463535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -463535.906250 Penalty: 4132.944336
	Iteration 36Q: 3 clusters Score -463535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -463537.000000 Penalty: 4132.944336
	Iteration 37Q: 3 clusters Score -463537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -463537.718750 Penalty: 4132.944336
	Iteration 38Q: 3 clusters Score -463537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -463537.718750 Penalty: 4132.944336
	Iteration 39F: 3 clusters Score -463537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -642982.750000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -642982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -638163.375000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -638163.4 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -639382.375000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -639382.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -639683.625000 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -639683.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -639864.250000 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -639864.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -639985.562500 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -639985.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -640057.375000 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -640057.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -640116.687500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -640116.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -640166.562500 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -640166.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -640202.812500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -640202.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -640242.187500 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -640242.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -640278.312500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -640278.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -640305.875000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -640305.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -640323.937500 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -640323.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -640341.562500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -640341.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -640359.562500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -640359.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -640370.500000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -640370.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -640379.750000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -640379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -640387.875000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -640387.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -640397.187500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -640397.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -640405.062500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -640405.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -640413.312500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -640413.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -640421.500000 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -640421.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -640430.562500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -640430.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -640437.375000 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -640437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -640440.000000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -640440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -640443.375000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -640443.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -640447.687500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -640447.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -640456.187500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -640456.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -640462.937500 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -640462.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -640469.312500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -640469.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -640477.562500 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -640477.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -640487.125000 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -640487.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -640494.812500 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -640494.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -640502.500000 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -640502.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -640509.312500 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -640509.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -640516.812500 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -640516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -640522.875000 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -640522.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -640531.562500 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -640531.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -640535.500000 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -640535.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -640540.750000 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -640540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -640546.812500 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -640546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -640550.437500 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -640550.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -640555.750000 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -640555.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -640563.250000 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -640563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -640568.687500 Penalty: 4268.907715
	Iteration 44Q: 3 clusters Score -640568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -640574.687500 Penalty: 4268.907715
	Iteration 45Q: 3 clusters Score -640574.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -640581.000000 Penalty: 4268.907715
	Iteration 46Q: 3 clusters Score -640581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -640589.562500 Penalty: 4268.907715
	Iteration 47Q: 3 clusters Score -640589.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -640595.625000 Penalty: 4268.907715
	Iteration 48Q: 3 clusters Score -640595.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -640604.687500 Penalty: 4268.907715
	Iteration 49Q: 3 clusters Score -640604.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -640617.875000 Penalty: 4268.907715
	Iteration 50Q: 3 clusters Score -640617.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -640634.062500 Penalty: 4268.907715
	Iteration 51Q: 3 clusters Score -640634.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -640649.250000 Penalty: 4268.907715
	Iteration 52Q: 3 clusters Score -640649.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -640659.562500 Penalty: 4268.907715
	Iteration 53Q: 3 clusters Score -640659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -640668.625000 Penalty: 4268.907715
	Iteration 54Q: 3 clusters Score -640668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -640675.062500 Penalty: 4268.907715
	Iteration 55Q: 3 clusters Score -640675.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -640679.687500 Penalty: 4268.907715
	Iteration 56Q: 3 clusters Score -640679.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -640683.250000 Penalty: 4268.907715
	Iteration 57Q: 3 clusters Score -640683.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -640688.937500 Penalty: 4268.907715
	Iteration 58Q: 3 clusters Score -640688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -640690.750000 Penalty: 4268.907715
	Iteration 59Q: 3 clusters Score -640690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -640693.312500 Penalty: 4268.907715
	Iteration 60F: 3 clusters Score -640693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -640696.312500 Penalty: 4268.907715
	Iteration 61Q: 3 clusters Score -640696.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -640699.000000 Penalty: 4268.907715
	Iteration 62Q: 3 clusters Score -640699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -640702.812500 Penalty: 4268.907715
	Iteration 63Q: 3 clusters Score -640702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -640704.562500 Penalty: 4268.907715
	Iteration 64Q: 3 clusters Score -640704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -640708.375000 Penalty: 4268.907715
	Iteration 65Q: 3 clusters Score -640708.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -640711.812500 Penalty: 4268.907715
	Iteration 66Q: 3 clusters Score -640711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -640715.437500 Penalty: 4268.907715
	Iteration 67Q: 3 clusters Score -640715.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -640719.812500 Penalty: 4268.907715
	Iteration 68Q: 3 clusters Score -640719.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -640725.375000 Penalty: 4268.907715
	Iteration 69Q: 3 clusters Score -640725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -640730.750000 Penalty: 4268.907715
	Iteration 70Q: 3 clusters Score -640730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -640736.250000 Penalty: 4268.907715
	Iteration 71Q: 3 clusters Score -640736.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -640741.187500 Penalty: 4268.907715
	Iteration 72Q: 3 clusters Score -640741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -640746.062500 Penalty: 4268.907715
	Iteration 73Q: 3 clusters Score -640746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -640748.375000 Penalty: 4268.907715
	Iteration 74Q: 3 clusters Score -640748.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -640752.687500 Penalty: 4268.907715
	Iteration 75Q: 3 clusters Score -640752.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -640757.375000 Penalty: 4268.907715
	Iteration 76Q: 3 clusters Score -640757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -640761.000000 Penalty: 4268.907715
	Iteration 77Q: 3 clusters Score -640761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -640766.062500 Penalty: 4268.907715
	Iteration 78Q: 3 clusters Score -640766.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -640769.937500 Penalty: 4268.907715
	Iteration 79Q: 3 clusters Score -640769.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -640776.062500 Penalty: 4268.907715
	Iteration 80F: 3 clusters Score -640776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -640776.375000 Penalty: 4268.907715
	Iteration 81Q: 3 clusters Score -640776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -640779.062500 Penalty: 4268.907715
	Iteration 82Q: 3 clusters Score -640779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -640781.562500 Penalty: 4268.907715
	Iteration 83Q: 3 clusters Score -640781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -640781.875000 Penalty: 4268.907715
	Iteration 84Q: 3 clusters Score -640781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -640782.687500 Penalty: 4268.907715
	Iteration 85Q: 3 clusters Score -640782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -640784.125000 Penalty: 4268.907715
	Iteration 86Q: 3 clusters Score -640784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -640786.500000 Penalty: 4268.907715
	Iteration 87Q: 3 clusters Score -640786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -640788.000000 Penalty: 4268.907715
	Iteration 88Q: 3 clusters Score -640788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -640790.937500 Penalty: 4268.907715
	Iteration 89Q: 3 clusters Score -640790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -640793.000000 Penalty: 4268.907715
	Iteration 90Q: 3 clusters Score -640793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -640792.875000 Penalty: 4268.907715
	Iteration 91Q: 3 clusters Score -640792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -640796.375000 Penalty: 4268.907715
	Iteration 92Q: 3 clusters Score -640796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -640803.875000 Penalty: 4268.907715
	Iteration 93Q: 3 clusters Score -640803.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -640812.500000 Penalty: 4268.907715
	Iteration 94Q: 3 clusters Score -640812.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -640820.812500 Penalty: 4268.907715
	Iteration 95Q: 3 clusters Score -640820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -640828.437500 Penalty: 4268.907715
	Iteration 96Q: 3 clusters Score -640828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -640837.500000 Penalty: 4268.907715
	Iteration 97Q: 3 clusters Score -640837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -640842.062500 Penalty: 4268.907715
	Iteration 98Q: 3 clusters Score -640842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -640847.375000 Penalty: 4268.907715
	Iteration 99Q: 3 clusters Score -640847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -640853.500000 Penalty: 4268.907715
	Iteration 100F: 3 clusters Score -640853.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -640858.812500 Penalty: 4268.907715
	Iteration 101Q: 3 clusters Score -640858.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -640866.375000 Penalty: 4268.907715
	Iteration 102Q: 3 clusters Score -640866.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -640873.187500 Penalty: 4268.907715
	Iteration 103Q: 3 clusters Score -640873.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -640881.000000 Penalty: 4268.907715
	Iteration 104Q: 3 clusters Score -640881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -640888.312500 Penalty: 4268.907715
	Iteration 105Q: 3 clusters Score -640888.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -640893.500000 Penalty: 4268.907715
	Iteration 106Q: 3 clusters Score -640893.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -640901.937500 Penalty: 4268.907715
	Iteration 107Q: 3 clusters Score -640901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -640907.250000 Penalty: 4268.907715
	Iteration 108Q: 3 clusters Score -640907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -640913.875000 Penalty: 4268.907715
	Iteration 109Q: 3 clusters Score -640913.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -640922.187500 Penalty: 4268.907715
	Iteration 110Q: 3 clusters Score -640922.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -640931.437500 Penalty: 4268.907715
	Iteration 111Q: 3 clusters Score -640931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -640941.187500 Penalty: 4268.907715
	Iteration 112Q: 3 clusters Score -640941.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -640953.687500 Penalty: 4268.907715
	Iteration 113Q: 3 clusters Score -640953.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -640964.625000 Penalty: 4268.907715
	Iteration 114Q: 3 clusters Score -640964.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -640972.125000 Penalty: 4268.907715
	Iteration 115Q: 3 clusters Score -640972.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -640981.375000 Penalty: 4268.907715
	Iteration 116Q: 3 clusters Score -640981.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -640991.875000 Penalty: 4268.907715
	Iteration 117Q: 3 clusters Score -640991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -640999.062500 Penalty: 4268.907715
	Iteration 118Q: 3 clusters Score -640999.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -641008.000000 Penalty: 4268.907715
	Iteration 119Q: 3 clusters Score -641008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -641015.562500 Penalty: 4268.907715
	Iteration 120F: 3 clusters Score -641015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -641024.375000 Penalty: 4268.907715
	Iteration 121Q: 3 clusters Score -641024.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -641033.812500 Penalty: 4268.907715
	Iteration 122Q: 3 clusters Score -641033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -641043.187500 Penalty: 4268.907715
	Iteration 123Q: 3 clusters Score -641043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -641053.062500 Penalty: 4268.907715
	Iteration 124Q: 3 clusters Score -641053.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -641064.500000 Penalty: 4268.907715
	Iteration 125Q: 3 clusters Score -641064.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -641073.187500 Penalty: 4268.907715
	Iteration 126Q: 3 clusters Score -641073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -641083.062500 Penalty: 4268.907715
	Iteration 127Q: 3 clusters Score -641083.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -641091.562500 Penalty: 4268.907715
	Iteration 128Q: 3 clusters Score -641091.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -641104.562500 Penalty: 4268.907715
	Iteration 129Q: 3 clusters Score -641104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -641114.500000 Penalty: 4268.907715
	Iteration 130Q: 3 clusters Score -641114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -641122.062500 Penalty: 4268.907715
	Iteration 131Q: 3 clusters Score -641122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -641128.250000 Penalty: 4268.907715
	Iteration 132Q: 3 clusters Score -641128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -641131.812500 Penalty: 4268.907715
	Iteration 133Q: 3 clusters Score -641131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -641141.125000 Penalty: 4268.907715
	Iteration 134Q: 3 clusters Score -641141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -641144.062500 Penalty: 4268.907715
	Iteration 135Q: 3 clusters Score -641144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -641147.500000 Penalty: 4268.907715
	Iteration 136Q: 3 clusters Score -641147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -641150.187500 Penalty: 4268.907715
	Iteration 137Q: 3 clusters Score -641150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -641152.562500 Penalty: 4268.907715
	Iteration 138Q: 3 clusters Score -641152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -641155.937500 Penalty: 4268.907715
	Iteration 139Q: 3 clusters Score -641155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -641158.125000 Penalty: 4268.907715
	Iteration 140F: 3 clusters Score -641158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -641163.500000 Penalty: 4268.907715
	Iteration 141Q: 3 clusters Score -641163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -641166.750000 Penalty: 4268.907715
	Iteration 142Q: 3 clusters Score -641166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -641169.250000 Penalty: 4268.907715
	Iteration 143Q: 3 clusters Score -641169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -641176.500000 Penalty: 4268.907715
	Iteration 144Q: 3 clusters Score -641176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -641180.062500 Penalty: 4268.907715
	Iteration 145Q: 3 clusters Score -641180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -641184.000000 Penalty: 4268.907715
	Iteration 146Q: 3 clusters Score -641184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -641185.500000 Penalty: 4268.907715
	Iteration 147Q: 3 clusters Score -641185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -641185.000000 Penalty: 4268.907715
	Iteration 148Q: 3 clusters Score -641185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -641185.000000 Penalty: 4268.907715
	Iteration 149F: 3 clusters Score -641185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -1069112.125000 Penalty: 2261.292725
	Iteration 0F: 2 clusters Score -1069112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1062025.625000 Penalty: 4522.585449
	Iteration 0F: 3 clusters Score -1062026 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1063953.000000 Penalty: 4522.585449
	Iteration 1F: 3 clusters Score -1063953 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1064282.875000 Penalty: 4522.585449
	Iteration 2F: 3 clusters Score -1064283 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1064566.625000 Penalty: 4522.585449
	Iteration 3F: 3 clusters Score -1064567 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1064814.000000 Penalty: 4522.585449
	Iteration 4Q: 3 clusters Score -1064814 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1065075.250000 Penalty: 4522.585449
	Iteration 5Q: 3 clusters Score -1065075 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1065331.625000 Penalty: 4522.585449
	Iteration 6Q: 3 clusters Score -1065332 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1065593.875000 Penalty: 4522.585449
	Iteration 7Q: 3 clusters Score -1065594 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1065886.625000 Penalty: 4522.585449
	Iteration 8Q: 3 clusters Score -1065887 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1066201.125000 Penalty: 4522.585449
	Iteration 9Q: 3 clusters Score -1066201 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1066548.250000 Penalty: 4522.585449
	Iteration 10Q: 3 clusters Score -1066548 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1066918.750000 Penalty: 4522.585449
	Iteration 11Q: 3 clusters Score -1066919 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1067299.375000 Penalty: 4522.585449
	Iteration 12Q: 3 clusters Score -1067299 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1067620.125000 Penalty: 4522.585449
	Iteration 13Q: 3 clusters Score -1067620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1067871.000000 Penalty: 4522.585449
	Iteration 14Q: 3 clusters Score -1067871 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1068071.000000 Penalty: 4522.585449
	Iteration 15Q: 3 clusters Score -1068071 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1068246.875000 Penalty: 4522.585449
	Iteration 16Q: 3 clusters Score -1068247 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1068372.750000 Penalty: 4522.585449
	Iteration 17Q: 3 clusters Score -1068373 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1068487.125000 Penalty: 4522.585449
	Iteration 18Q: 3 clusters Score -1068487 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1068580.125000 Penalty: 4522.585449
	Iteration 19Q: 3 clusters Score -1068580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1068646.625000 Penalty: 4522.585449
	Iteration 20F: 3 clusters Score -1068647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1068693.750000 Penalty: 4522.585449
	Iteration 21Q: 3 clusters Score -1068694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1068725.750000 Penalty: 4522.585449
	Iteration 22Q: 3 clusters Score -1068726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1068748.375000 Penalty: 4522.585449
	Iteration 23Q: 3 clusters Score -1068748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1068768.000000 Penalty: 4522.585449
	Iteration 24Q: 3 clusters Score -1068768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1068782.000000 Penalty: 4522.585449
	Iteration 25Q: 3 clusters Score -1068782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1068794.125000 Penalty: 4522.585449
	Iteration 26Q: 3 clusters Score -1068794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1068805.875000 Penalty: 4522.585449
	Iteration 27Q: 3 clusters Score -1068806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1068811.875000 Penalty: 4522.585449
	Iteration 28Q: 3 clusters Score -1068812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1068819.000000 Penalty: 4522.585449
	Iteration 29Q: 3 clusters Score -1068819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1068826.375000 Penalty: 4522.585449
	Iteration 30Q: 3 clusters Score -1068826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1068829.875000 Penalty: 4522.585449
	Iteration 31Q: 3 clusters Score -1068830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1068836.375000 Penalty: 4522.585449
	Iteration 32Q: 3 clusters Score -1068836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1068838.625000 Penalty: 4522.585449
	Iteration 33Q: 3 clusters Score -1068839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1068843.875000 Penalty: 4522.585449
	Iteration 34Q: 3 clusters Score -1068844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1068846.000000 Penalty: 4522.585449
	Iteration 35Q: 3 clusters Score -1068846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1068849.500000 Penalty: 4522.585449
	Iteration 36Q: 3 clusters Score -1068850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1068849.625000 Penalty: 4522.585449
	Iteration 37Q: 3 clusters Score -1068850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1068855.375000 Penalty: 4522.585449
	Iteration 38Q: 3 clusters Score -1068855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1068856.875000 Penalty: 4522.585449
	Iteration 39Q: 3 clusters Score -1068857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1068859.250000 Penalty: 4522.585449
	Iteration 40F: 3 clusters Score -1068859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1068859.500000 Penalty: 4522.585449
	Iteration 41Q: 3 clusters Score -1068860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1068860.750000 Penalty: 4522.585449
	Iteration 42Q: 3 clusters Score -1068861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1068860.500000 Penalty: 4522.585449
	Iteration 43Q: 3 clusters Score -1068860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1068861.125000 Penalty: 4522.585449
	Iteration 44Q: 3 clusters Score -1068861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1068863.750000 Penalty: 4522.585449
	Iteration 45Q: 3 clusters Score -1068864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1068860.875000 Penalty: 4522.585449
	Iteration 46Q: 3 clusters Score -1068861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1068861.625000 Penalty: 4522.585449
	Iteration 47Q: 3 clusters Score -1068862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1068866.375000 Penalty: 4522.585449
	Iteration 48Q: 3 clusters Score -1068866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1068865.375000 Penalty: 4522.585449
	Iteration 49Q: 3 clusters Score -1068865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1068867.250000 Penalty: 4522.585449
	Iteration 50Q: 3 clusters Score -1068867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1068867.625000 Penalty: 4522.585449
	Iteration 51Q: 3 clusters Score -1068868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1068867.625000 Penalty: 4522.585449
	Iteration 52F: 3 clusters Score -1068868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -298713.218750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -298713.2 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 1314 members 
Entering Unmasked Estep 
Score: -295688.500000 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -295688.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -296238.062500 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -296238.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -296377.031250 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -296377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -296456.875000 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -296456.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -296504.250000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -296504.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -296543.343750 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -296543.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -296568.406250 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -296568.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -296589.031250 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -296589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -296599.031250 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -296599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -296608.968750 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -296609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296616.281250 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -296616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -296621.250000 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -296621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296626.343750 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -296626.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296631.562500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -296631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -296638.312500 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -296638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296641.593750 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -296641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -296646.593750 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -296646.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296654.906250 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -296654.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296659.656250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -296659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -296664.375000 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -296664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296666.437500 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -296666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296667.312500 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -296667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296668.031250 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -296668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296668.031250 Penalty: 3900.561768
	Iteration 23F: 3 clusters Score -296668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Entering Unmasked Estep 
Score: -8514529.000000 Penalty: 2770.923828
	Iteration 0F: 2 clusters Score -8514529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8467075.000000 Penalty: 5541.847656
	Iteration 0F: 3 clusters Score -8467075 nChanged 33248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8485367.000000 Penalty: 5541.847656
	Iteration 1F: 3 clusters Score -8485367 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -8485984.000000 Penalty: 5541.847656
	Iteration 2Q: 3 clusters Score -8485984 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8486607.000000 Penalty: 5541.847656
	Iteration 3Q: 3 clusters Score -8486607 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8487373.000000 Penalty: 5541.847656
	Iteration 4Q: 3 clusters Score -8487373 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -8488634.000000 Penalty: 5541.847656
	Iteration 5Q: 3 clusters Score -8488634 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8490728.000000 Penalty: 5541.847656
	Iteration 6F: 3 clusters Score -8490728 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -8494321.000000 Penalty: 5541.847656
	Iteration 7F: 3 clusters Score -8494321 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -8499560.000000 Penalty: 5541.847656
	Iteration 8F: 3 clusters Score -8499560 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8505113.000000 Penalty: 5541.847656
	Iteration 9F: 3 clusters Score -8505113 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8509197.000000 Penalty: 5541.847656
	Iteration 10F: 3 clusters Score -8509197 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8511034.000000 Penalty: 5541.847656
	Iteration 11Q: 3 clusters Score -8511034 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8511692.000000 Penalty: 5541.847656
	Iteration 12Q: 3 clusters Score -8511692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8511957.000000 Penalty: 5541.847656
	Iteration 13Q: 3 clusters Score -8511957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8512051.000000 Penalty: 5541.847656
	Iteration 14Q: 3 clusters Score -8512051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8512098.000000 Penalty: 5541.847656
	Iteration 15Q: 3 clusters Score -8512098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8512133.000000 Penalty: 5541.847656
	Iteration 16Q: 3 clusters Score -8512133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8512149.000000 Penalty: 5541.847656
	Iteration 17Q: 3 clusters Score -8512149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8512156.000000 Penalty: 5541.847656
	Iteration 18Q: 3 clusters Score -8512156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8512158.000000 Penalty: 5541.847656
	Iteration 19Q: 3 clusters Score -8512158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8512160.000000 Penalty: 5541.847656
	Iteration 20F: 3 clusters Score -8512160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8512166.000000 Penalty: 5541.847656
	Iteration 21Q: 3 clusters Score -8512166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8512173.000000 Penalty: 5541.847656
	Iteration 22Q: 3 clusters Score -8512173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8512171.000000 Penalty: 5541.847656
	Iteration 23Q: 3 clusters Score -8512171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8512169.000000 Penalty: 5541.847656
	Iteration 24Q: 3 clusters Score -8512169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8512169.000000 Penalty: 5541.847656
	Iteration 25Q: 3 clusters Score -8512169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8512171.000000 Penalty: 5541.847656
	Iteration 26Q: 3 clusters Score -8512171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8512171.000000 Penalty: 5541.847656
	Iteration 27F: 3 clusters Score -8512171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 77960 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4975 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 9178 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 4157 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036228.000000 Penalty: 105424.328125
Iteration 239Q: 34 clusters Score -4.503623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 9117 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036224.000000 Penalty: 105424.328125
Iteration 240F: 34 clusters Score -4.503622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 77954 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 4973 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 7272 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4165 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036212.000000 Penalty: 105424.328125
Iteration 241Q: 34 clusters Score -4.503621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 77951 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 9118 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036204.000000 Penalty: 105424.328125
Iteration 242Q: 34 clusters Score -4.50362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14193 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4169 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9118 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036228.000000 Penalty: 105424.328125
Iteration 243Q: 34 clusters Score -4.503623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4172 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036252.000000 Penalty: 105424.328125
Iteration 244Q: 34 clusters Score -4.503625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4172 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 245Q: 34 clusters Score -4.503626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 4173 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036264.000000 Penalty: 105424.328125
Iteration 246Q: 34 clusters Score -4.503626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036248.000000 Penalty: 105424.328125
Iteration 247Q: 34 clusters Score -4.503625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 5468 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 71188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036248.000000 Penalty: 105424.328125
Iteration 248F: 34 clusters Score -4.503625e+07 nChanged 0
Entering ConstructFrom: 
Score: -45036248.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1406720.500000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1406720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1398050.750000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1398051 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1400595.000000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1400595 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1400880.875000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1400881 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1401107.000000 Penalty: 4643.183594
	Iteration 3Q: 3 clusters Score -1401107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1401279.625000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1401280 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1401409.375000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1401409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1401535.000000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1401535 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1401656.000000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1401656 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1401764.500000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1401764 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1401856.250000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1401856 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1401947.250000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1401947 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1402025.875000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1402026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1402097.875000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1402098 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1402148.875000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1402149 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1402217.250000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1402217 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1402288.375000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1402288 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1402367.750000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1402368 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1402458.000000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1402458 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1402555.000000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1402555 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1402679.000000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1402679 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1402818.125000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1402818 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1402960.125000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1402960 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1403112.875000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1403113 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1403290.750000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1403291 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1403482.250000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1403482 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1403666.000000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1403666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1403854.250000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1403854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1404023.125000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1404023 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1404174.750000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1404175 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1404294.500000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1404294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1404387.125000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1404387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1404448.000000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1404448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1404496.750000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1404497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1404536.375000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1404536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1404560.125000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1404560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1404574.250000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1404574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1404585.250000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1404585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1404602.250000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1404602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1404621.375000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1404621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1404633.375000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1404633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1404636.625000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1404637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1404638.000000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1404638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1404643.750000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1404644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404644.875000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1404645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1404645.500000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1404646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1404650.250000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1404650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1404651.000000 Penalty: 4643.183594
	Iteration 46Q: 3 clusters Score -1404651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1404651.000000 Penalty: 4643.183594
	Iteration 47F: 3 clusters Score -1404651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Entering Unmasked Estep 
Score: -1598153.250000 Penalty: 2370.917725
	Iteration 0F: 2 clusters Score -1598153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1587758.125000 Penalty: 4741.835449
	Iteration 0F: 3 clusters Score -1587758 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1591232.000000 Penalty: 4741.835449
	Iteration 1F: 3 clusters Score -1591232 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1591892.500000 Penalty: 4741.835449
	Iteration 2F: 3 clusters Score -1591892 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1592516.250000 Penalty: 4741.835449
	Iteration 3F: 3 clusters Score -1592516 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1593102.375000 Penalty: 4741.835449
	Iteration 4F: 3 clusters Score -1593102 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1593666.375000 Penalty: 4741.835449
	Iteration 5F: 3 clusters Score -1593666 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1594177.750000 Penalty: 4741.835449
	Iteration 6F: 3 clusters Score -1594178 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1594601.000000 Penalty: 4741.835449
	Iteration 7Q: 3 clusters Score -1594601 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1594909.000000 Penalty: 4741.835449
	Iteration 8Q: 3 clusters Score -1594909 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1595134.625000 Penalty: 4741.835449
	Iteration 9Q: 3 clusters Score -1595135 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1595302.750000 Penalty: 4741.835449
	Iteration 10Q: 3 clusters Score -1595303 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1595444.000000 Penalty: 4741.835449
	Iteration 11Q: 3 clusters Score -1595444 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1595561.250000 Penalty: 4741.835449
	Iteration 12Q: 3 clusters Score -1595561 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1595661.375000 Penalty: 4741.835449
	Iteration 13Q: 3 clusters Score -1595661 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1595742.125000 Penalty: 4741.835449
	Iteration 14Q: 3 clusters Score -1595742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1595791.375000 Penalty: 4741.835449
	Iteration 15Q: 3 clusters Score -1595791 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1595838.375000 Penalty: 4741.835449
	Iteration 16Q: 3 clusters Score -1595838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1595878.500000 Penalty: 4741.835449
	Iteration 17Q: 3 clusters Score -1595878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1595921.250000 Penalty: 4741.835449
	Iteration 18Q: 3 clusters Score -1595921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1595950.625000 Penalty: 4741.835449
	Iteration 19Q: 3 clusters Score -1595951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1595969.875000 Penalty: 4741.835449
	Iteration 20F: 3 clusters Score -1595970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1595983.625000 Penalty: 4741.835449
	Iteration 21Q: 3 clusters Score -1595984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1595997.250000 Penalty: 4741.835449
	Iteration 22Q: 3 clusters Score -1595997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1596008.125000 Penalty: 4741.835449
	Iteration 23Q: 3 clusters Score -1596008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1596023.125000 Penalty: 4741.835449
	Iteration 24Q: 3 clusters Score -1596023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1596027.375000 Penalty: 4741.835449
	Iteration 25Q: 3 clusters Score -1596027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1596026.125000 Penalty: 4741.835449
	Iteration 26Q: 3 clusters Score -1596026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1596030.000000 Penalty: 4741.835449
	Iteration 27Q: 3 clusters Score -1596030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1596033.000000 Penalty: 4741.835449
	Iteration 28Q: 3 clusters Score -1596033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1596034.000000 Penalty: 4741.835449
	Iteration 29Q: 3 clusters Score -1596034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1596032.500000 Penalty: 4741.835449
	Iteration 30Q: 3 clusters Score -1596032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1596031.875000 Penalty: 4741.835449
	Iteration 31Q: 3 clusters Score -1596032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1596036.125000 Penalty: 4741.835449
	Iteration 32Q: 3 clusters Score -1596036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1596038.125000 Penalty: 4741.835449
	Iteration 33Q: 3 clusters Score -1596038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1596040.125000 Penalty: 4741.835449
	Iteration 34Q: 3 clusters Score -1596040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1596036.750000 Penalty: 4741.835449
	Iteration 35Q: 3 clusters Score -1596037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1596036.750000 Penalty: 4741.835449
	Iteration 36Q: 3 clusters Score -1596037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1596039.500000 Penalty: 4741.835449
	Iteration 37Q: 3 clusters Score -1596040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1596036.625000 Penalty: 4741.835449
	Iteration 38Q: 3 clusters Score -1596037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1596037.375000 Penalty: 4741.835449
	Iteration 39Q: 3 clusters Score -1596037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1596037.625000 Penalty: 4741.835449
	Iteration 40F: 3 clusters Score -1596038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1596038.375000 Penalty: 4741.835449
	Iteration 41Q: 3 clusters Score -1596038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1596040.625000 Penalty: 4741.835449
	Iteration 42Q: 3 clusters Score -1596041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1596044.250000 Penalty: 4741.835449
	Iteration 43Q: 3 clusters Score -1596044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1596041.500000 Penalty: 4741.835449
	Iteration 44Q: 3 clusters Score -1596042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1596041.500000 Penalty: 4741.835449
	Iteration 45F: 3 clusters Score -1596042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Entering Unmasked Estep 
Score: -9414843.000000 Penalty: 2793.424805
	Iteration 0F: 2 clusters Score -9414843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -9362521.000000 Penalty: 5586.849609
	Iteration 0F: 3 clusters Score -9362521 nChanged 36614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -9382970.000000 Penalty: 5586.849609
	Iteration 1F: 3 clusters Score -9382970 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9383622.000000 Penalty: 5586.849609
	Iteration 2Q: 3 clusters Score -9383622 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9384332.000000 Penalty: 5586.849609
	Iteration 3Q: 3 clusters Score -9384332 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -9385111.000000 Penalty: 5586.849609
	Iteration 4Q: 3 clusters Score -9385111 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -9386141.000000 Penalty: 5586.849609
	Iteration 5Q: 3 clusters Score -9386141 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9387502.000000 Penalty: 5586.849609
	Iteration 6Q: 3 clusters Score -9387502 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9389480.000000 Penalty: 5586.849609
	Iteration 7Q: 3 clusters Score -9389480 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -9392203.000000 Penalty: 5586.849609
	Iteration 8F: 3 clusters Score -9392203 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -9395748.000000 Penalty: 5586.849609
	Iteration 9F: 3 clusters Score -9395748 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -9399348.000000 Penalty: 5586.849609
	Iteration 10F: 3 clusters Score -9399348 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -9402499.000000 Penalty: 5586.849609
	Iteration 11F: 3 clusters Score -9402499 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -9404979.000000 Penalty: 5586.849609
	Iteration 12Q: 3 clusters Score -9404979 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -9406722.000000 Penalty: 5586.849609
	Iteration 13Q: 3 clusters Score -9406722 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -9407958.000000 Penalty: 5586.849609
	Iteration 14Q: 3 clusters Score -9407958 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9408992.000000 Penalty: 5586.849609
	Iteration 15Q: 3 clusters Score -9408992 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -9409885.000000 Penalty: 5586.849609
	Iteration 16Q: 3 clusters Score -9409885 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -9410629.000000 Penalty: 5586.849609
	Iteration 17Q: 3 clusters Score -9410629 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -9411189.000000 Penalty: 5586.849609
	Iteration 18Q: 3 clusters Score -9411189 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -9411640.000000 Penalty: 5586.849609
	Iteration 19Q: 3 clusters Score -9411640 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -9411966.000000 Penalty: 5586.849609
	Iteration 20F: 3 clusters Score -9411966 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -9412145.000000 Penalty: 5586.849609
	Iteration 21Q: 3 clusters Score -9412145 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -9412269.000000 Penalty: 5586.849609
	Iteration 22Q: 3 clusters Score -9412269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -9412357.000000 Penalty: 5586.849609
	Iteration 23Q: 3 clusters Score -9412357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -9412414.000000 Penalty: 5586.849609
	Iteration 24Q: 3 clusters Score -9412414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -9412469.000000 Penalty: 5586.849609
	Iteration 25Q: 3 clusters Score -9412469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -9412490.000000 Penalty: 5586.849609
	Iteration 26Q: 3 clusters Score -9412490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -9412501.000000 Penalty: 5586.849609
	Iteration 27Q: 3 clusters Score -9412501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -9412530.000000 Penalty: 5586.849609
	Iteration 28Q: 3 clusters Score -9412530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -9412530.000000 Penalty: 5586.849609
	Iteration 29Q: 3 clusters Score -9412530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -9412547.000000 Penalty: 5586.849609
	Iteration 30Q: 3 clusters Score -9412547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -9412560.000000 Penalty: 5586.849609
	Iteration 31Q: 3 clusters Score -9412560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -9412561.000000 Penalty: 5586.849609
	Iteration 32Q: 3 clusters Score -9412561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -9412571.000000 Penalty: 5586.849609
	Iteration 33Q: 3 clusters Score -9412571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -9412558.000000 Penalty: 5586.849609
	Iteration 34Q: 3 clusters Score -9412558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -9412564.000000 Penalty: 5586.849609
	Iteration 35Q: 3 clusters Score -9412564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -9412571.000000 Penalty: 5586.849609
	Iteration 36Q: 3 clusters Score -9412571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9412568.000000 Penalty: 5586.849609
	Iteration 37Q: 3 clusters Score -9412568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9412573.000000 Penalty: 5586.849609
	Iteration 38Q: 3 clusters Score -9412573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -9412571.000000 Penalty: 5586.849609
	Iteration 39Q: 3 clusters Score -9412571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9412567.000000 Penalty: 5586.849609
	Iteration 40F: 3 clusters Score -9412567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -9412570.000000 Penalty: 5586.849609
	Iteration 41Q: 3 clusters Score -9412570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -9412570.000000 Penalty: 5586.849609
	Iteration 42F: 3 clusters Score -9412570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Entering Unmasked Estep 
Score: -1718329.500000 Penalty: 2374.423584
	Iteration 0F: 2 clusters Score -1718330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1707845.500000 Penalty: 4748.847168
	Iteration 0F: 3 clusters Score -1707846 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1711122.375000 Penalty: 4748.847168
	Iteration 1F: 3 clusters Score -1711122 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1711446.125000 Penalty: 4748.847168
	Iteration 2F: 3 clusters Score -1711446 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1711658.125000 Penalty: 4748.847168
	Iteration 3Q: 3 clusters Score -1711658 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1711822.125000 Penalty: 4748.847168
	Iteration 4Q: 3 clusters Score -1711822 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1711979.250000 Penalty: 4748.847168
	Iteration 5Q: 3 clusters Score -1711979 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1712134.500000 Penalty: 4748.847168
	Iteration 6Q: 3 clusters Score -1712134 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1712286.375000 Penalty: 4748.847168
	Iteration 7Q: 3 clusters Score -1712286 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1712512.500000 Penalty: 4748.847168
	Iteration 8Q: 3 clusters Score -1712512 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1712824.625000 Penalty: 4748.847168
	Iteration 9Q: 3 clusters Score -1712825 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1713193.250000 Penalty: 4748.847168
	Iteration 10Q: 3 clusters Score -1713193 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1713623.250000 Penalty: 4748.847168
	Iteration 11Q: 3 clusters Score -1713623 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1714063.625000 Penalty: 4748.847168
	Iteration 12Q: 3 clusters Score -1714064 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1714484.250000 Penalty: 4748.847168
	Iteration 13Q: 3 clusters Score -1714484 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1714896.375000 Penalty: 4748.847168
	Iteration 14Q: 3 clusters Score -1714896 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1715205.000000 Penalty: 4748.847168
	Iteration 15Q: 3 clusters Score -1715205 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1715442.625000 Penalty: 4748.847168
	Iteration 16Q: 3 clusters Score -1715443 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1715660.125000 Penalty: 4748.847168
	Iteration 17Q: 3 clusters Score -1715660 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1715851.625000 Penalty: 4748.847168
	Iteration 18Q: 3 clusters Score -1715852 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1715998.375000 Penalty: 4748.847168
	Iteration 19Q: 3 clusters Score -1715998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1716091.625000 Penalty: 4748.847168
	Iteration 20F: 3 clusters Score -1716092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1716161.125000 Penalty: 4748.847168
	Iteration 21Q: 3 clusters Score -1716161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1716199.500000 Penalty: 4748.847168
	Iteration 22Q: 3 clusters Score -1716200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1716225.375000 Penalty: 4748.847168
	Iteration 23Q: 3 clusters Score -1716225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1716242.750000 Penalty: 4748.847168
	Iteration 24Q: 3 clusters Score -1716243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1716254.750000 Penalty: 4748.847168
	Iteration 25Q: 3 clusters Score -1716255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1716268.000000 Penalty: 4748.847168
	Iteration 26Q: 3 clusters Score -1716268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1716273.750000 Penalty: 4748.847168
	Iteration 27Q: 3 clusters Score -1716274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1716274.125000 Penalty: 4748.847168
	Iteration 28Q: 3 clusters Score -1716274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1716275.875000 Penalty: 4748.847168
	Iteration 29Q: 3 clusters Score -1716276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1716279.625000 Penalty: 4748.847168
	Iteration 30Q: 3 clusters Score -1716280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1716283.750000 Penalty: 4748.847168
	Iteration 31Q: 3 clusters Score -1716284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1716291.750000 Penalty: 4748.847168
	Iteration 32Q: 3 clusters Score -1716292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1716292.375000 Penalty: 4748.847168
	Iteration 33Q: 3 clusters Score -1716292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1716292.750000 Penalty: 4748.847168
	Iteration 34Q: 3 clusters Score -1716293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1716294.125000 Penalty: 4748.847168
	Iteration 35Q: 3 clusters Score -1716294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1716297.375000 Penalty: 4748.847168
	Iteration 36Q: 3 clusters Score -1716297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1716299.500000 Penalty: 4748.847168
	Iteration 37Q: 3 clusters Score -1716300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1716298.250000 Penalty: 4748.847168
	Iteration 38Q: 3 clusters Score -1716298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1716306.750000 Penalty: 4748.847168
	Iteration 39Q: 3 clusters Score -1716307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1716307.500000 Penalty: 4748.847168
	Iteration 40F: 3 clusters Score -1716308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1716308.625000 Penalty: 4748.847168
	Iteration 41Q: 3 clusters Score -1716309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1716311.500000 Penalty: 4748.847168
	Iteration 42Q: 3 clusters Score -1716312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1716312.500000 Penalty: 4748.847168
	Iteration 43Q: 3 clusters Score -1716312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1716311.625000 Penalty: 4748.847168
	Iteration 44Q: 3 clusters Score -1716312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1716314.625000 Penalty: 4748.847168
	Iteration 45Q: 3 clusters Score -1716315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1716314.250000 Penalty: 4748.847168
	Iteration 46Q: 3 clusters Score -1716314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1716315.750000 Penalty: 4748.847168
	Iteration 47Q: 3 clusters Score -1716316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1716320.750000 Penalty: 4748.847168
	Iteration 48Q: 3 clusters Score -1716321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1716322.750000 Penalty: 4748.847168
	Iteration 49Q: 3 clusters Score -1716323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1716328.875000 Penalty: 4748.847168
	Iteration 50Q: 3 clusters Score -1716329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1716327.625000 Penalty: 4748.847168
	Iteration 51Q: 3 clusters Score -1716328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1716330.000000 Penalty: 4748.847168
	Iteration 52Q: 3 clusters Score -1716330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1716329.625000 Penalty: 4748.847168
	Iteration 53Q: 3 clusters Score -1716330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1716329.625000 Penalty: 4748.847168
	Iteration 54F: 3 clusters Score -1716330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Entering Unmasked Estep 
Score: -1421337.000000 Penalty: 2345.366455
	Iteration 0F: 2 clusters Score -1421337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1411944.000000 Penalty: 4690.732910
	Iteration 0F: 3 clusters Score -1411944 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1415288.625000 Penalty: 4690.732910
	Iteration 1F: 3 clusters Score -1415289 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1416232.000000 Penalty: 4690.732910
	Iteration 2F: 3 clusters Score -1416232 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1417049.875000 Penalty: 4690.732910
	Iteration 3F: 3 clusters Score -1417050 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1417724.125000 Penalty: 4690.732910
	Iteration 4F: 3 clusters Score -1417724 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1418190.375000 Penalty: 4690.732910
	Iteration 5F: 3 clusters Score -1418190 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1418522.000000 Penalty: 4690.732910
	Iteration 6Q: 3 clusters Score -1418522 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1418741.125000 Penalty: 4690.732910
	Iteration 7Q: 3 clusters Score -1418741 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1418889.000000 Penalty: 4690.732910
	Iteration 8Q: 3 clusters Score -1418889 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1418994.750000 Penalty: 4690.732910
	Iteration 9Q: 3 clusters Score -1418995 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1419067.625000 Penalty: 4690.732910
	Iteration 10Q: 3 clusters Score -1419068 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1419120.375000 Penalty: 4690.732910
	Iteration 11Q: 3 clusters Score -1419120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1419163.875000 Penalty: 4690.732910
	Iteration 12Q: 3 clusters Score -1419164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1419192.125000 Penalty: 4690.732910
	Iteration 13Q: 3 clusters Score -1419192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1419222.875000 Penalty: 4690.732910
	Iteration 14Q: 3 clusters Score -1419223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1419241.000000 Penalty: 4690.732910
	Iteration 15Q: 3 clusters Score -1419241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1419251.875000 Penalty: 4690.732910
	Iteration 16Q: 3 clusters Score -1419252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1419272.625000 Penalty: 4690.732910
	Iteration 17Q: 3 clusters Score -1419273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1419275.500000 Penalty: 4690.732910
	Iteration 18Q: 3 clusters Score -1419276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1419280.375000 Penalty: 4690.732910
	Iteration 19Q: 3 clusters Score -1419280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1419286.000000 Penalty: 4690.732910
	Iteration 20F: 3 clusters Score -1419286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1419289.375000 Penalty: 4690.732910
	Iteration 21Q: 3 clusters Score -1419289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1419293.625000 Penalty: 4690.732910
	Iteration 22Q: 3 clusters Score -1419294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1419296.750000 Penalty: 4690.732910
	Iteration 23Q: 3 clusters Score -1419297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1419298.750000 Penalty: 4690.732910
	Iteration 24Q: 3 clusters Score -1419299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1419303.625000 Penalty: 4690.732910
	Iteration 25Q: 3 clusters Score -1419304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1419304.625000 Penalty: 4690.732910
	Iteration 26Q: 3 clusters Score -1419305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1419306.000000 Penalty: 4690.732910
	Iteration 27Q: 3 clusters Score -1419306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1419307.250000 Penalty: 4690.732910
	Iteration 28Q: 3 clusters Score -1419307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1419305.500000 Penalty: 4690.732910
	Iteration 29Q: 3 clusters Score -1419306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1419308.500000 Penalty: 4690.732910
	Iteration 30Q: 3 clusters Score -1419308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1419308.500000 Penalty: 4690.732910
	Iteration 31F: 3 clusters Score -1419308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -625571.187500 Penalty: 2130.291748
	Iteration 0F: 2 clusters Score -625571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -620816.125000 Penalty: 4260.583496
	Iteration 0F: 3 clusters Score -620816.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -621962.500000 Penalty: 4260.583496
	Iteration 1F: 3 clusters Score -621962.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -622210.062500 Penalty: 4260.583496
	Iteration 2F: 3 clusters Score -622210.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -622376.625000 Penalty: 4260.583496
	Iteration 3F: 3 clusters Score -622376.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -622520.812500 Penalty: 4260.583496
	Iteration 4Q: 3 clusters Score -622520.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -622667.062500 Penalty: 4260.583496
	Iteration 5Q: 3 clusters Score -622667.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -622775.812500 Penalty: 4260.583496
	Iteration 6Q: 3 clusters Score -622775.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -622870.437500 Penalty: 4260.583496
	Iteration 7Q: 3 clusters Score -622870.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -622958.125000 Penalty: 4260.583496
	Iteration 8Q: 3 clusters Score -622958.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -623034.625000 Penalty: 4260.583496
	Iteration 9Q: 3 clusters Score -623034.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -623101.750000 Penalty: 4260.583496
	Iteration 10Q: 3 clusters Score -623101.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -623159.562500 Penalty: 4260.583496
	Iteration 11Q: 3 clusters Score -623159.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -623217.000000 Penalty: 4260.583496
	Iteration 12Q: 3 clusters Score -623217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -623280.312500 Penalty: 4260.583496
	Iteration 13Q: 3 clusters Score -623280.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -623331.312500 Penalty: 4260.583496
	Iteration 14Q: 3 clusters Score -623331.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -623367.062500 Penalty: 4260.583496
	Iteration 15Q: 3 clusters Score -623367.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -623395.437500 Penalty: 4260.583496
	Iteration 16Q: 3 clusters Score -623395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -623417.812500 Penalty: 4260.583496
	Iteration 17Q: 3 clusters Score -623417.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -623428.625000 Penalty: 4260.583496
	Iteration 18Q: 3 clusters Score -623428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -623436.375000 Penalty: 4260.583496
	Iteration 19Q: 3 clusters Score -623436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -623444.750000 Penalty: 4260.583496
	Iteration 20F: 3 clusters Score -623444.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -623454.500000 Penalty: 4260.583496
	Iteration 21Q: 3 clusters Score -623454.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -623464.062500 Penalty: 4260.583496
	Iteration 22Q: 3 clusters Score -623464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -623469.750000 Penalty: 4260.583496
	Iteration 23Q: 3 clusters Score -623469.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -623477.812500 Penalty: 4260.583496
	Iteration 24Q: 3 clusters Score -623477.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -623488.187500 Penalty: 4260.583496
	Iteration 25Q: 3 clusters Score -623488.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -623497.687500 Penalty: 4260.583496
	Iteration 26Q: 3 clusters Score -623497.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -623505.125000 Penalty: 4260.583496
	Iteration 27Q: 3 clusters Score -623505.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -623516.375000 Penalty: 4260.583496
	Iteration 28Q: 3 clusters Score -623516.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -623527.750000 Penalty: 4260.583496
	Iteration 29Q: 3 clusters Score -623527.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -623538.062500 Penalty: 4260.583496
	Iteration 30Q: 3 clusters Score -623538.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -623551.375000 Penalty: 4260.583496
	Iteration 31Q: 3 clusters Score -623551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -623563.625000 Penalty: 4260.583496
	Iteration 32Q: 3 clusters Score -623563.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -623572.562500 Penalty: 4260.583496
	Iteration 33Q: 3 clusters Score -623572.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -623579.187500 Penalty: 4260.583496
	Iteration 34Q: 3 clusters Score -623579.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -623587.875000 Penalty: 4260.583496
	Iteration 35Q: 3 clusters Score -623587.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -623601.250000 Penalty: 4260.583496
	Iteration 36Q: 3 clusters Score -623601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -623614.875000 Penalty: 4260.583496
	Iteration 37Q: 3 clusters Score -623614.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -623625.625000 Penalty: 4260.583496
	Iteration 38Q: 3 clusters Score -623625.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -623632.000000 Penalty: 4260.583496
	Iteration 39Q: 3 clusters Score -623632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -623641.312500 Penalty: 4260.583496
	Iteration 40F: 3 clusters Score -623641.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -623648.187500 Penalty: 4260.583496
	Iteration 41Q: 3 clusters Score -623648.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -623661.375000 Penalty: 4260.583496
	Iteration 42Q: 3 clusters Score -623661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -623671.250000 Penalty: 4260.583496
	Iteration 43Q: 3 clusters Score -623671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -623677.250000 Penalty: 4260.583496
	Iteration 44Q: 3 clusters Score -623677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -623682.062500 Penalty: 4260.583496
	Iteration 45Q: 3 clusters Score -623682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -623685.937500 Penalty: 4260.583496
	Iteration 46Q: 3 clusters Score -623685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -623692.312500 Penalty: 4260.583496
	Iteration 47Q: 3 clusters Score -623692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -623697.625000 Penalty: 4260.583496
	Iteration 48Q: 3 clusters Score -623697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -623702.187500 Penalty: 4260.583496
	Iteration 49Q: 3 clusters Score -623702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -623704.062500 Penalty: 4260.583496
	Iteration 50Q: 3 clusters Score -623704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -623705.812500 Penalty: 4260.583496
	Iteration 51Q: 3 clusters Score -623705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -623706.437500 Penalty: 4260.583496
	Iteration 52Q: 3 clusters Score -623706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -623709.875000 Penalty: 4260.583496
	Iteration 53Q: 3 clusters Score -623709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -623710.687500 Penalty: 4260.583496
	Iteration 54Q: 3 clusters Score -623710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -623712.937500 Penalty: 4260.583496
	Iteration 55Q: 3 clusters Score -623712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -623714.375000 Penalty: 4260.583496
	Iteration 56Q: 3 clusters Score -623714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -623715.750000 Penalty: 4260.583496
	Iteration 57Q: 3 clusters Score -623715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -623719.625000 Penalty: 4260.583496
	Iteration 58Q: 3 clusters Score -623719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -623724.375000 Penalty: 4260.583496
	Iteration 59Q: 3 clusters Score -623724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -623730.375000 Penalty: 4260.583496
	Iteration 60F: 3 clusters Score -623730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -623732.687500 Penalty: 4260.583496
	Iteration 61Q: 3 clusters Score -623732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -623736.437500 Penalty: 4260.583496
	Iteration 62Q: 3 clusters Score -623736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -623738.500000 Penalty: 4260.583496
	Iteration 63Q: 3 clusters Score -623738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -623740.812500 Penalty: 4260.583496
	Iteration 64Q: 3 clusters Score -623740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -623741.500000 Penalty: 4260.583496
	Iteration 65Q: 3 clusters Score -623741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -623745.062500 Penalty: 4260.583496
	Iteration 66Q: 3 clusters Score -623745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -623746.750000 Penalty: 4260.583496
	Iteration 67Q: 3 clusters Score -623746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -623746.687500 Penalty: 4260.583496
	Iteration 68Q: 3 clusters Score -623746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -623746.500000 Penalty: 4260.583496
	Iteration 69Q: 3 clusters Score -623746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -623748.250000 Penalty: 4260.583496
	Iteration 70Q: 3 clusters Score -623748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -623752.125000 Penalty: 4260.583496
	Iteration 71Q: 3 clusters Score -623752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -623754.937500 Penalty: 4260.583496
	Iteration 72Q: 3 clusters Score -623754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -623760.375000 Penalty: 4260.583496
	Iteration 73Q: 3 clusters Score -623760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -623765.562500 Penalty: 4260.583496
	Iteration 74Q: 3 clusters Score -623765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -623769.687500 Penalty: 4260.583496
	Iteration 75Q: 3 clusters Score -623769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -623771.937500 Penalty: 4260.583496
	Iteration 76Q: 3 clusters Score -623771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -623775.812500 Penalty: 4260.583496
	Iteration 77Q: 3 clusters Score -623775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -623778.750000 Penalty: 4260.583496
	Iteration 78Q: 3 clusters Score -623778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -623782.875000 Penalty: 4260.583496
	Iteration 79Q: 3 clusters Score -623782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -623786.812500 Penalty: 4260.583496
	Iteration 80F: 3 clusters Score -623786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -623786.687500 Penalty: 4260.583496
	Iteration 81Q: 3 clusters Score -623786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -623791.187500 Penalty: 4260.583496
	Iteration 82Q: 3 clusters Score -623791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -623796.812500 Penalty: 4260.583496
	Iteration 83Q: 3 clusters Score -623796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -623800.875000 Penalty: 4260.583496
	Iteration 84Q: 3 clusters Score -623800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -623803.000000 Penalty: 4260.583496
	Iteration 85Q: 3 clusters Score -623803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -623805.250000 Penalty: 4260.583496
	Iteration 86Q: 3 clusters Score -623805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -623806.750000 Penalty: 4260.583496
	Iteration 87Q: 3 clusters Score -623806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -623808.312500 Penalty: 4260.583496
	Iteration 88Q: 3 clusters Score -623808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -623807.375000 Penalty: 4260.583496
	Iteration 89Q: 3 clusters Score -623807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -623810.562500 Penalty: 4260.583496
	Iteration 90Q: 3 clusters Score -623810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -623812.687500 Penalty: 4260.583496
	Iteration 91Q: 3 clusters Score -623812.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -623815.937500 Penalty: 4260.583496
	Iteration 92Q: 3 clusters Score -623815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -623815.312500 Penalty: 4260.583496
	Iteration 93Q: 3 clusters Score -623815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -623817.187500 Penalty: 4260.583496
	Iteration 94Q: 3 clusters Score -623817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -623817.187500 Penalty: 4260.583496
	Iteration 95F: 3 clusters Score -623817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Entering Unmasked Estep 
Score: -1331843.500000 Penalty: 2315.809570
	Iteration 0F: 2 clusters Score -1331844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1323257.000000 Penalty: 4631.619141
	Iteration 0F: 3 clusters Score -1323257 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1325785.625000 Penalty: 4631.619141
	Iteration 1F: 3 clusters Score -1325786 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1326140.125000 Penalty: 4631.619141
	Iteration 2F: 3 clusters Score -1326140 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1326428.250000 Penalty: 4631.619141
	Iteration 3F: 3 clusters Score -1326428 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1326716.250000 Penalty: 4631.619141
	Iteration 4Q: 3 clusters Score -1326716 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1326963.000000 Penalty: 4631.619141
	Iteration 5Q: 3 clusters Score -1326963 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1327175.375000 Penalty: 4631.619141
	Iteration 6Q: 3 clusters Score -1327175 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1327387.750000 Penalty: 4631.619141
	Iteration 7Q: 3 clusters Score -1327388 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1327605.375000 Penalty: 4631.619141
	Iteration 8Q: 3 clusters Score -1327605 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1327832.375000 Penalty: 4631.619141
	Iteration 9Q: 3 clusters Score -1327832 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1328078.750000 Penalty: 4631.619141
	Iteration 10Q: 3 clusters Score -1328079 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1328366.000000 Penalty: 4631.619141
	Iteration 11Q: 3 clusters Score -1328366 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1328694.500000 Penalty: 4631.619141
	Iteration 12Q: 3 clusters Score -1328694 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1329060.375000 Penalty: 4631.619141
	Iteration 13Q: 3 clusters Score -1329060 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1329510.000000 Penalty: 4631.619141
	Iteration 14Q: 3 clusters Score -1329510 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1329879.625000 Penalty: 4631.619141
	Iteration 15Q: 3 clusters Score -1329880 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1330164.500000 Penalty: 4631.619141
	Iteration 16Q: 3 clusters Score -1330164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1330361.500000 Penalty: 4631.619141
	Iteration 17Q: 3 clusters Score -1330362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1330503.625000 Penalty: 4631.619141
	Iteration 18Q: 3 clusters Score -1330504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1330588.625000 Penalty: 4631.619141
	Iteration 19Q: 3 clusters Score -1330589 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1330655.625000 Penalty: 4631.619141
	Iteration 20F: 3 clusters Score -1330656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1330699.875000 Penalty: 4631.619141
	Iteration 21Q: 3 clusters Score -1330700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1330721.875000 Penalty: 4631.619141
	Iteration 22Q: 3 clusters Score -1330722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1330739.000000 Penalty: 4631.619141
	Iteration 23Q: 3 clusters Score -1330739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1330746.375000 Penalty: 4631.619141
	Iteration 24Q: 3 clusters Score -1330746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1330753.000000 Penalty: 4631.619141
	Iteration 25Q: 3 clusters Score -1330753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1330762.250000 Penalty: 4631.619141
	Iteration 26Q: 3 clusters Score -1330762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1330770.125000 Penalty: 4631.619141
	Iteration 27Q: 3 clusters Score -1330770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1330778.750000 Penalty: 4631.619141
	Iteration 28Q: 3 clusters Score -1330779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1330779.625000 Penalty: 4631.619141
	Iteration 29Q: 3 clusters Score -1330780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1330782.500000 Penalty: 4631.619141
	Iteration 30Q: 3 clusters Score -1330782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1330783.250000 Penalty: 4631.619141
	Iteration 31Q: 3 clusters Score -1330783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1330783.250000 Penalty: 4631.619141
	Iteration 32F: 3 clusters Score -1330783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Entering Unmasked Estep 
Score: -7973414.500000 Penalty: 2755.620605
	Iteration 0F: 2 clusters Score -7973414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7928544.500000 Penalty: 5511.241211
	Iteration 0F: 3 clusters Score -7928544 nChanged 31205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7946338.500000 Penalty: 5511.241211
	Iteration 1F: 3 clusters Score -7946338 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -7947376.000000 Penalty: 5511.241211
	Iteration 2Q: 3 clusters Score -7947376 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -7948576.000000 Penalty: 5511.241211
	Iteration 3Q: 3 clusters Score -7948576 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -7950035.000000 Penalty: 5511.241211
	Iteration 4Q: 3 clusters Score -7950035 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7951754.000000 Penalty: 5511.241211
	Iteration 5F: 3 clusters Score -7951754 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7953753.500000 Penalty: 5511.241211
	Iteration 6F: 3 clusters Score -7953754 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -7955587.000000 Penalty: 5511.241211
	Iteration 7F: 3 clusters Score -7955587 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -7956987.500000 Penalty: 5511.241211
	Iteration 8F: 3 clusters Score -7956988 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7957970.500000 Penalty: 5511.241211
	Iteration 9Q: 3 clusters Score -7957970 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7958703.500000 Penalty: 5511.241211
	Iteration 10Q: 3 clusters Score -7958704 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -7959217.500000 Penalty: 5511.241211
	Iteration 11Q: 3 clusters Score -7959218 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -7959775.000000 Penalty: 5511.241211
	Iteration 12Q: 3 clusters Score -7959775 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7960239.500000 Penalty: 5511.241211
	Iteration 13Q: 3 clusters Score -7960240 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7960906.000000 Penalty: 5511.241211
	Iteration 14Q: 3 clusters Score -7960906 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7961502.000000 Penalty: 5511.241211
	Iteration 15Q: 3 clusters Score -7961502 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7962174.000000 Penalty: 5511.241211
	Iteration 16Q: 3 clusters Score -7962174 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -7962823.000000 Penalty: 5511.241211
	Iteration 17Q: 3 clusters Score -7962823 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7963371.000000 Penalty: 5511.241211
	Iteration 18Q: 3 clusters Score -7963371 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -7963733.000000 Penalty: 5511.241211
	Iteration 19Q: 3 clusters Score -7963733 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7963967.000000 Penalty: 5511.241211
	Iteration 20F: 3 clusters Score -7963967 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -7964100.500000 Penalty: 5511.241211
	Iteration 21Q: 3 clusters Score -7964100 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -7964206.000000 Penalty: 5511.241211
	Iteration 22Q: 3 clusters Score -7964206 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -7964323.000000 Penalty: 5511.241211
	Iteration 23Q: 3 clusters Score -7964323 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -7964431.500000 Penalty: 5511.241211
	Iteration 24Q: 3 clusters Score -7964432 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -7964573.500000 Penalty: 5511.241211
	Iteration 25Q: 3 clusters Score -7964574 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -7964693.500000 Penalty: 5511.241211
	Iteration 26Q: 3 clusters Score -7964694 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -7964852.000000 Penalty: 5511.241211
	Iteration 27Q: 3 clusters Score -7964852 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -7964990.500000 Penalty: 5511.241211
	Iteration 28Q: 3 clusters Score -7964990 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -7965097.500000 Penalty: 5511.241211
	Iteration 29Q: 3 clusters Score -7965098 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -7965257.500000 Penalty: 5511.241211
	Iteration 30Q: 3 clusters Score -7965258 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -7965417.000000 Penalty: 5511.241211
	Iteration 31Q: 3 clusters Score -7965417 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -7965626.000000 Penalty: 5511.241211
	Iteration 32Q: 3 clusters Score -7965626 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -7965784.000000 Penalty: 5511.241211
	Iteration 33Q: 3 clusters Score -7965784 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7965941.000000 Penalty: 5511.241211
	Iteration 34Q: 3 clusters Score -7965941 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -7966100.500000 Penalty: 5511.241211
	Iteration 35Q: 3 clusters Score -7966100 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -7966256.500000 Penalty: 5511.241211
	Iteration 36Q: 3 clusters Score -7966256 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -7966406.000000 Penalty: 5511.241211
	Iteration 37Q: 3 clusters Score -7966406 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -7966560.500000 Penalty: 5511.241211
	Iteration 38Q: 3 clusters Score -7966560 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -7966756.000000 Penalty: 5511.241211
	Iteration 39Q: 3 clusters Score -7966756 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -7966959.000000 Penalty: 5511.241211
	Iteration 40F: 3 clusters Score -7966959 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -7967207.500000 Penalty: 5511.241211
	Iteration 41Q: 3 clusters Score -7967208 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7967427.500000 Penalty: 5511.241211
	Iteration 42Q: 3 clusters Score -7967428 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -7967616.000000 Penalty: 5511.241211
	Iteration 43Q: 3 clusters Score -7967616 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -7967881.500000 Penalty: 5511.241211
	Iteration 44Q: 3 clusters Score -7967882 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7968102.500000 Penalty: 5511.241211
	Iteration 45Q: 3 clusters Score -7968102 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -7968318.000000 Penalty: 5511.241211
	Iteration 46Q: 3 clusters Score -7968318 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -7968486.500000 Penalty: 5511.241211
	Iteration 47Q: 3 clusters Score -7968486 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -7968626.500000 Penalty: 5511.241211
	Iteration 48Q: 3 clusters Score -7968626 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -7968802.500000 Penalty: 5511.241211
	Iteration 49Q: 3 clusters Score -7968802 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -7968938.500000 Penalty: 5511.241211
	Iteration 50Q: 3 clusters Score -7968938 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -7969118.500000 Penalty: 5511.241211
	Iteration 51Q: 3 clusters Score -7969118 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -7969305.500000 Penalty: 5511.241211
	Iteration 52Q: 3 clusters Score -7969306 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -7969481.500000 Penalty: 5511.241211
	Iteration 53Q: 3 clusters Score -7969482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -7969663.500000 Penalty: 5511.241211
	Iteration 54Q: 3 clusters Score -7969664 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -7969787.500000 Penalty: 5511.241211
	Iteration 55Q: 3 clusters Score -7969788 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -7969921.000000 Penalty: 5511.241211
	Iteration 56Q: 3 clusters Score -7969921 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7970033.000000 Penalty: 5511.241211
	Iteration 57Q: 3 clusters Score -7970033 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -7970162.000000 Penalty: 5511.241211
	Iteration 58Q: 3 clusters Score -7970162 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -7970282.000000 Penalty: 5511.241211
	Iteration 59Q: 3 clusters Score -7970282 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -7970405.500000 Penalty: 5511.241211
	Iteration 60F: 3 clusters Score -7970406 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -7970510.000000 Penalty: 5511.241211
	Iteration 61Q: 3 clusters Score -7970510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -7970580.500000 Penalty: 5511.241211
	Iteration 62Q: 3 clusters Score -7970580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -7970640.000000 Penalty: 5511.241211
	Iteration 63Q: 3 clusters Score -7970640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -7970696.500000 Penalty: 5511.241211
	Iteration 64Q: 3 clusters Score -7970696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -7970732.000000 Penalty: 5511.241211
	Iteration 65Q: 3 clusters Score -7970732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -7970763.500000 Penalty: 5511.241211
	Iteration 66Q: 3 clusters Score -7970764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -7970806.500000 Penalty: 5511.241211
	Iteration 67Q: 3 clusters Score -7970806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -7970846.500000 Penalty: 5511.241211
	Iteration 68Q: 3 clusters Score -7970846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -7970901.000000 Penalty: 5511.241211
	Iteration 69Q: 3 clusters Score -7970901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -7970908.500000 Penalty: 5511.241211
	Iteration 70Q: 3 clusters Score -7970908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -7970939.000000 Penalty: 5511.241211
	Iteration 71Q: 3 clusters Score -7970939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -7970953.500000 Penalty: 5511.241211
	Iteration 72Q: 3 clusters Score -7970954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -7970974.000000 Penalty: 5511.241211
	Iteration 73Q: 3 clusters Score -7970974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -7970988.000000 Penalty: 5511.241211
	Iteration 74Q: 3 clusters Score -7970988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -7970984.000000 Penalty: 5511.241211
	Iteration 75Q: 3 clusters Score -7970984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -7970996.000000 Penalty: 5511.241211
	Iteration 76Q: 3 clusters Score -7970996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -7971009.500000 Penalty: 5511.241211
	Iteration 77Q: 3 clusters Score -7971010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -7971020.000000 Penalty: 5511.241211
	Iteration 78Q: 3 clusters Score -7971020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7971034.500000 Penalty: 5511.241211
	Iteration 79Q: 3 clusters Score -7971034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -7971045.000000 Penalty: 5511.241211
	Iteration 80F: 3 clusters Score -7971045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -7971041.500000 Penalty: 5511.241211
	Iteration 81Q: 3 clusters Score -7971042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -7971042.000000 Penalty: 5511.241211
	Iteration 82Q: 3 clusters Score -7971042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -7971054.500000 Penalty: 5511.241211
	Iteration 83Q: 3 clusters Score -7971054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -7971052.500000 Penalty: 5511.241211
	Iteration 84Q: 3 clusters Score -7971052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -7971054.000000 Penalty: 5511.241211
	Iteration 85Q: 3 clusters Score -7971054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -7971051.000000 Penalty: 5511.241211
	Iteration 86Q: 3 clusters Score -7971051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -7971050.000000 Penalty: 5511.241211
	Iteration 87Q: 3 clusters Score -7971050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -7971050.500000 Penalty: 5511.241211
	Iteration 88Q: 3 clusters Score -7971050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -7971051.500000 Penalty: 5511.241211
	Iteration 89Q: 3 clusters Score -7971052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -7971057.000000 Penalty: 5511.241211
	Iteration 90Q: 3 clusters Score -7971057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -7971055.500000 Penalty: 5511.241211
	Iteration 91Q: 3 clusters Score -7971056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -7971054.000000 Penalty: 5511.241211
	Iteration 92Q: 3 clusters Score -7971054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -7971050.000000 Penalty: 5511.241211
	Iteration 93Q: 3 clusters Score -7971050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -7971057.000000 Penalty: 5511.241211
	Iteration 94Q: 3 clusters Score -7971057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -7971054.000000 Penalty: 5511.241211
	Iteration 95Q: 3 clusters Score -7971054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -7971056.000000 Penalty: 5511.241211
	Iteration 96Q: 3 clusters Score -7971056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -7971056.000000 Penalty: 5511.241211
	Iteration 97F: 3 clusters Score -7971056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -308680.343750 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -308680.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -305509.687500 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -305509.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -306210.000000 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -306210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -306370.843750 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -306370.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -306460.250000 Penalty: 3950.221191
	Iteration 3Q: 3 clusters Score -306460.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -306519.000000 Penalty: 3950.221191
	Iteration 4Q: 3 clusters Score -306519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -306566.843750 Penalty: 3950.221191
	Iteration 5Q: 3 clusters Score -306566.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306605.125000 Penalty: 3950.221191
	Iteration 6Q: 3 clusters Score -306605.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -306633.531250 Penalty: 3950.221191
	Iteration 7Q: 3 clusters Score -306633.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -306664.625000 Penalty: 3950.221191
	Iteration 8Q: 3 clusters Score -306664.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306707.031250 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -306707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -306750.687500 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -306750.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -306790.593750 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -306790.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -306837.843750 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -306837.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306881.062500 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -306881.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -306920.656250 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -306920.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -306971.031250 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -306971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -307005.687500 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -307005.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -307042.093750 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -307042.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -307075.031250 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -307075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -307123.656250 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -307123.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -307164.187500 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -307164.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -307203.718750 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -307203.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -307229.437500 Penalty: 3950.221191
	Iteration 22Q: 3 clusters Score -307229.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -307252.437500 Penalty: 3950.221191
	Iteration 23Q: 3 clusters Score -307252.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -307276.562500 Penalty: 3950.221191
	Iteration 24Q: 3 clusters Score -307276.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -307300.562500 Penalty: 3950.221191
	Iteration 25Q: 3 clusters Score -307300.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -307320.562500 Penalty: 3950.221191
	Iteration 26Q: 3 clusters Score -307320.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -307334.281250 Penalty: 3950.221191
	Iteration 27Q: 3 clusters Score -307334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -307342.812500 Penalty: 3950.221191
	Iteration 28Q: 3 clusters Score -307342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -307348.218750 Penalty: 3950.221191
	Iteration 29Q: 3 clusters Score -307348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -307356.937500 Penalty: 3950.221191
	Iteration 30Q: 3 clusters Score -307356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -307361.468750 Penalty: 3950.221191
	Iteration 31Q: 3 clusters Score -307361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307366.500000 Penalty: 3950.221191
	Iteration 32Q: 3 clusters Score -307366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -307372.625000 Penalty: 3950.221191
	Iteration 33Q: 3 clusters Score -307372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -307377.218750 Penalty: 3950.221191
	Iteration 34Q: 3 clusters Score -307377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -307388.656250 Penalty: 3950.221191
	Iteration 35Q: 3 clusters Score -307388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -307396.593750 Penalty: 3950.221191
	Iteration 36Q: 3 clusters Score -307396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -307404.125000 Penalty: 3950.221191
	Iteration 37Q: 3 clusters Score -307404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -307407.156250 Penalty: 3950.221191
	Iteration 38Q: 3 clusters Score -307407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -307410.843750 Penalty: 3950.221191
	Iteration 39Q: 3 clusters Score -307410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -307412.062500 Penalty: 3950.221191
	Iteration 40F: 3 clusters Score -307412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -307414.375000 Penalty: 3950.221191
	Iteration 41Q: 3 clusters Score -307414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -307415.750000 Penalty: 3950.221191
	Iteration 42Q: 3 clusters Score -307415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -307415.968750 Penalty: 3950.221191
	Iteration 43Q: 3 clusters Score -307416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -307415.968750 Penalty: 3950.221191
	Iteration 44F: 3 clusters Score -307416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -230373.703125 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -230373.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227782.703125 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -227782.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -228259.109375 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -228259.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228380.890625 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -228380.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228468.562500 Penalty: 3769.799561
	Iteration 3Q: 3 clusters Score -228468.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -228545.656250 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -228545.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228599.125000 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -228599.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -228645.218750 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -228645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -228687.843750 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -228687.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228720.093750 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -228720.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -228757.921875 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -228757.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -228779.015625 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -228779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228803.265625 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -228803.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -228828.953125 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -228829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -228847.843750 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -228847.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -228864.265625 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -228864.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228875.578125 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -228875.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -228898.906250 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -228898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -228911.921875 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -228911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -228927.843750 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -228927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228941.390625 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -228941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -228949.781250 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -228949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -228953.859375 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -228953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228957.062500 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -228957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -228959.625000 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -228959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228960.062500 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -228960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228960.062500 Penalty: 3769.799561
	Iteration 25F: 3 clusters Score -228960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Entering Unmasked Estep 
Score: -895592.250000 Penalty: 2226.301025
	Iteration 0F: 2 clusters Score -895592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -889272.812500 Penalty: 4452.602051
	Iteration 0F: 3 clusters Score -889272.8 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -890999.937500 Penalty: 4452.602051
	Iteration 1F: 3 clusters Score -890999.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -891342.750000 Penalty: 4452.602051
	Iteration 2F: 3 clusters Score -891342.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -891615.000000 Penalty: 4452.602051
	Iteration 3F: 3 clusters Score -891615 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -891815.687500 Penalty: 4452.602051
	Iteration 4Q: 3 clusters Score -891815.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -891967.437500 Penalty: 4452.602051
	Iteration 5Q: 3 clusters Score -891967.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -892090.500000 Penalty: 4452.602051
	Iteration 6Q: 3 clusters Score -892090.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -892222.375000 Penalty: 4452.602051
	Iteration 7Q: 3 clusters Score -892222.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -892358.000000 Penalty: 4452.602051
	Iteration 8Q: 3 clusters Score -892358 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -892477.312500 Penalty: 4452.602051
	Iteration 9Q: 3 clusters Score -892477.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -892584.250000 Penalty: 4452.602051
	Iteration 10Q: 3 clusters Score -892584.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -892691.937500 Penalty: 4452.602051
	Iteration 11Q: 3 clusters Score -892691.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -892801.687500 Penalty: 4452.602051
	Iteration 12Q: 3 clusters Score -892801.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -892936.125000 Penalty: 4452.602051
	Iteration 13Q: 3 clusters Score -892936.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -893083.250000 Penalty: 4452.602051
	Iteration 14Q: 3 clusters Score -893083.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -893189.187500 Penalty: 4452.602051
	Iteration 15Q: 3 clusters Score -893189.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -893271.312500 Penalty: 4452.602051
	Iteration 16Q: 3 clusters Score -893271.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -893350.125000 Penalty: 4452.602051
	Iteration 17Q: 3 clusters Score -893350.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -893425.812500 Penalty: 4452.602051
	Iteration 18Q: 3 clusters Score -893425.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -893507.937500 Penalty: 4452.602051
	Iteration 19Q: 3 clusters Score -893507.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -893546.500000 Penalty: 4452.602051
	Iteration 20F: 3 clusters Score -893546.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -893574.250000 Penalty: 4452.602051
	Iteration 21Q: 3 clusters Score -893574.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -893597.000000 Penalty: 4452.602051
	Iteration 22Q: 3 clusters Score -893597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -893616.750000 Penalty: 4452.602051
	Iteration 23Q: 3 clusters Score -893616.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -893634.250000 Penalty: 4452.602051
	Iteration 24Q: 3 clusters Score -893634.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -893650.875000 Penalty: 4452.602051
	Iteration 25Q: 3 clusters Score -893650.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -893665.187500 Penalty: 4452.602051
	Iteration 26Q: 3 clusters Score -893665.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -893675.687500 Penalty: 4452.602051
	Iteration 27Q: 3 clusters Score -893675.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -893685.562500 Penalty: 4452.602051
	Iteration 28Q: 3 clusters Score -893685.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -893689.687500 Penalty: 4452.602051
	Iteration 29Q: 3 clusters Score -893689.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -893693.187500 Penalty: 4452.602051
	Iteration 30Q: 3 clusters Score -893693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -893697.937500 Penalty: 4452.602051
	Iteration 31Q: 3 clusters Score -893697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -893700.437500 Penalty: 4452.602051
	Iteration 32Q: 3 clusters Score -893700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -893703.125000 Penalty: 4452.602051
	Iteration 33Q: 3 clusters Score -893703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -893707.625000 Penalty: 4452.602051
	Iteration 34Q: 3 clusters Score -893707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -893707.125000 Penalty: 4452.602051
	Iteration 35Q: 3 clusters Score -893707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -893711.125000 Penalty: 4452.602051
	Iteration 36Q: 3 clusters Score -893711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -893710.500000 Penalty: 4452.602051
	Iteration 37Q: 3 clusters Score -893710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -893712.250000 Penalty: 4452.602051
	Iteration 38Q: 3 clusters Score -893712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -893712.437500 Penalty: 4452.602051
	Iteration 39Q: 3 clusters Score -893712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -893713.625000 Penalty: 4452.602051
	Iteration 40F: 3 clusters Score -893713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -893713.750000 Penalty: 4452.602051
	Iteration 41Q: 3 clusters Score -893713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -893714.062500 Penalty: 4452.602051
	Iteration 42Q: 3 clusters Score -893714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -893713.312500 Penalty: 4452.602051
	Iteration 43Q: 3 clusters Score -893713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -893713.312500 Penalty: 4452.602051
	Iteration 44F: 3 clusters Score -893713.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -490805.968750 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -490806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -486666.187500 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -486666.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -487666.625000 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -487666.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -487961.968750 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -487962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -488167.937500 Penalty: 4149.257812
	Iteration 3F: 3 clusters Score -488167.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -488326.281250 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -488326.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -488487.281250 Penalty: 4149.257812
	Iteration 5F: 3 clusters Score -488487.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -488612.031250 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -488612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -488728.500000 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -488728.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -488835.906250 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -488835.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -488923.625000 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -488923.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -489018.718750 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -489018.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -489110.406250 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -489110.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -489174.437500 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -489174.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -489218.437500 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -489218.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -489247.625000 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -489247.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -489276.625000 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -489276.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -489292.562500 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -489292.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -489306.000000 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -489306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -489314.625000 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -489314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -489320.125000 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -489320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -489322.156250 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -489322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -489324.468750 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -489324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -489328.468750 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -489328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -489330.125000 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -489330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -489331.406250 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -489331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -489333.406250 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -489333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -489333.406250 Penalty: 4149.257812
	Iteration 26F: 3 clusters Score -489333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -196200.234375 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -196200.2 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 886 members 
Entering Unmasked Estep 
Score: -193733.046875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -193733 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -194170.171875 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -194170.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194311.562500 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -194311.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194414.265625 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -194414.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194543.234375 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -194543.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194669.859375 Penalty: 3730.573730
	Iteration 5F: 3 clusters Score -194669.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194788.796875 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -194788.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -194907.859375 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -194907.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -195098.140625 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -195098.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -195237.390625 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -195237.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -195373.359375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -195373.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -195460.593750 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -195460.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -195559.906250 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -195559.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -195613.000000 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -195613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -195625.031250 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -195625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -195632.000000 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -195632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -195632.656250 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -195632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -195633.781250 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -195633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -195652.921875 Penalty: 3730.573730
	Iteration 18F: 3 clusters Score -195652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -195667.062500 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -195667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -195671.546875 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -195671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -178944.609375 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -178944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176620.000000 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -176620 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -176959.812500 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -176959.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177047.953125 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -177048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177091.687500 Penalty: 3635.881104
	Iteration 3Q: 3 clusters Score -177091.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177121.093750 Penalty: 3635.881104
	Iteration 4Q: 3 clusters Score -177121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177147.765625 Penalty: 3635.881104
	Iteration 5Q: 3 clusters Score -177147.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177172.078125 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -177172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177194.125000 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -177194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -177211.671875 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -177211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177218.171875 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -177218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177225.593750 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -177225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177232.890625 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -177232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177241.656250 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -177241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177250.140625 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -177250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177261.250000 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -177261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177271.390625 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -177271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177275.203125 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -177275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177278.953125 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -177279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177278.953125 Penalty: 3635.881104
	Iteration 18F: 3 clusters Score -177279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -186461.015625 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -186461 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 944 members 
Entering Unmasked Estep 
Score: -184029.234375 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -184029.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -184722.921875 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -184722.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -185127.921875 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -185127.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -185522.250000 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -185522.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -185800.578125 Penalty: 3724.630127
	Iteration 4F: 3 clusters Score -185800.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -185933.796875 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -185933.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186007.593750 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -186007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -186039.843750 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -186039.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186070.625000 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -186070.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -186092.968750 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -186093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186103.031250 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -186103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -186107.125000 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -186107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186111.625000 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -186111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186117.562500 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -186117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186121.515625 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -186121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -186125.531250 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -186125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186130.718750 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -186130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -186133.296875 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -186133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -186136.906250 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -186136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -186137.843750 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -186137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -186137.843750 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -186137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -549973.812500 Penalty: 2110.721436
	Iteration 0F: 2 clusters Score -549973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -545550.000000 Penalty: 4221.442871
	Iteration 0F: 3 clusters Score -545550 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -546808.000000 Penalty: 4221.442871
	Iteration 1F: 3 clusters Score -546808 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -547368.375000 Penalty: 4221.442871
	Iteration 2F: 3 clusters Score -547368.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -547912.187500 Penalty: 4221.442871
	Iteration 3F: 3 clusters Score -547912.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -548392.562500 Penalty: 4221.442871
	Iteration 4F: 3 clusters Score -548392.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -548736.187500 Penalty: 4221.442871
	Iteration 5F: 3 clusters Score -548736.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -548964.625000 Penalty: 4221.442871
	Iteration 6Q: 3 clusters Score -548964.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -549126.125000 Penalty: 4221.442871
	Iteration 7Q: 3 clusters Score -549126.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -549217.812500 Penalty: 4221.442871
	Iteration 8Q: 3 clusters Score -549217.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -549268.750000 Penalty: 4221.442871
	Iteration 9Q: 3 clusters Score -549268.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -549311.250000 Penalty: 4221.442871
	Iteration 10Q: 3 clusters Score -549311.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -549344.437500 Penalty: 4221.442871
	Iteration 11Q: 3 clusters Score -549344.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549365.500000 Penalty: 4221.442871
	Iteration 12Q: 3 clusters Score -549365.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -549380.375000 Penalty: 4221.442871
	Iteration 13Q: 3 clusters Score -549380.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -549390.187500 Penalty: 4221.442871
	Iteration 14Q: 3 clusters Score -549390.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -549404.687500 Penalty: 4221.442871
	Iteration 15Q: 3 clusters Score -549404.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -549427.500000 Penalty: 4221.442871
	Iteration 16Q: 3 clusters Score -549427.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -549482.312500 Penalty: 4221.442871
	Iteration 17Q: 3 clusters Score -549482.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -549572.000000 Penalty: 4221.442871
	Iteration 18Q: 3 clusters Score -549572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -549667.062500 Penalty: 4221.442871
	Iteration 19Q: 3 clusters Score -549667.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549715.750000 Penalty: 4221.442871
	Iteration 20F: 3 clusters Score -549715.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -549751.437500 Penalty: 4221.442871
	Iteration 21Q: 3 clusters Score -549751.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -549767.500000 Penalty: 4221.442871
	Iteration 22Q: 3 clusters Score -549767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -549778.375000 Penalty: 4221.442871
	Iteration 23Q: 3 clusters Score -549778.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -549783.812500 Penalty: 4221.442871
	Iteration 24Q: 3 clusters Score -549783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -549785.937500 Penalty: 4221.442871
	Iteration 25Q: 3 clusters Score -549785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -549787.875000 Penalty: 4221.442871
	Iteration 26Q: 3 clusters Score -549787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -549790.000000 Penalty: 4221.442871
	Iteration 27Q: 3 clusters Score -549790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -549794.187500 Penalty: 4221.442871
	Iteration 28Q: 3 clusters Score -549794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -549794.812500 Penalty: 4221.442871
	Iteration 29Q: 3 clusters Score -549794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -549795.500000 Penalty: 4221.442871
	Iteration 30Q: 3 clusters Score -549795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -549794.437500 Penalty: 4221.442871
	Iteration 31Q: 3 clusters Score -549794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -549797.500000 Penalty: 4221.442871
	Iteration 32Q: 3 clusters Score -549797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -549797.875000 Penalty: 4221.442871
	Iteration 33Q: 3 clusters Score -549797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -549798.375000 Penalty: 4221.442871
	Iteration 34Q: 3 clusters Score -549798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -549798.625000 Penalty: 4221.442871
	Iteration 35Q: 3 clusters Score -549798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -549800.375000 Penalty: 4221.442871
	Iteration 36Q: 3 clusters Score -549800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -549800.375000 Penalty: 4221.442871
	Iteration 37F: 3 clusters Score -549800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -559704.062500 Penalty: 2112.015625
	Iteration 0F: 2 clusters Score -559704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -555169.812500 Penalty: 4224.031250
	Iteration 0F: 3 clusters Score -555169.8 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -556258.000000 Penalty: 4224.031250
	Iteration 1F: 3 clusters Score -556258 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -556520.812500 Penalty: 4224.031250
	Iteration 2F: 3 clusters Score -556520.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -556733.000000 Penalty: 4224.031250
	Iteration 3F: 3 clusters Score -556733 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -556973.250000 Penalty: 4224.031250
	Iteration 4F: 3 clusters Score -556973.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -557211.375000 Penalty: 4224.031250
	Iteration 5F: 3 clusters Score -557211.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -557427.000000 Penalty: 4224.031250
	Iteration 6F: 3 clusters Score -557427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -557624.937500 Penalty: 4224.031250
	Iteration 7Q: 3 clusters Score -557624.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -557796.500000 Penalty: 4224.031250
	Iteration 8Q: 3 clusters Score -557796.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -557941.062500 Penalty: 4224.031250
	Iteration 9Q: 3 clusters Score -557941.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -558066.437500 Penalty: 4224.031250
	Iteration 10Q: 3 clusters Score -558066.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -558167.000000 Penalty: 4224.031250
	Iteration 11Q: 3 clusters Score -558167 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -558266.187500 Penalty: 4224.031250
	Iteration 12Q: 3 clusters Score -558266.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -558342.312500 Penalty: 4224.031250
	Iteration 13Q: 3 clusters Score -558342.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558389.750000 Penalty: 4224.031250
	Iteration 14Q: 3 clusters Score -558389.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -558419.750000 Penalty: 4224.031250
	Iteration 15Q: 3 clusters Score -558419.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -558441.250000 Penalty: 4224.031250
	Iteration 16Q: 3 clusters Score -558441.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -558451.000000 Penalty: 4224.031250
	Iteration 17Q: 3 clusters Score -558451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -558460.062500 Penalty: 4224.031250
	Iteration 18Q: 3 clusters Score -558460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -558467.875000 Penalty: 4224.031250
	Iteration 19Q: 3 clusters Score -558467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -558472.437500 Penalty: 4224.031250
	Iteration 20F: 3 clusters Score -558472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -558475.375000 Penalty: 4224.031250
	Iteration 21Q: 3 clusters Score -558475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -558477.937500 Penalty: 4224.031250
	Iteration 22Q: 3 clusters Score -558477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -558479.000000 Penalty: 4224.031250
	Iteration 23Q: 3 clusters Score -558479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -558481.125000 Penalty: 4224.031250
	Iteration 24Q: 3 clusters Score -558481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -558479.500000 Penalty: 4224.031250
	Iteration 25Q: 3 clusters Score -558479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -558480.812500 Penalty: 4224.031250
	Iteration 26Q: 3 clusters Score -558480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -558481.125000 Penalty: 4224.031250
	Iteration 27Q: 3 clusters Score -558481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -558481.125000 Penalty: 4224.031250
	Iteration 28F: 3 clusters Score -558481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -558685.625000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -558685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -554176.312500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -554176.3 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -555505.750000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -555505.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -555993.125000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -555993.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -556388.062500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -556388.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -556662.875000 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -556662.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -556856.312500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -556856.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -556986.875000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -556986.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -557076.375000 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -557076.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -557131.937500 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -557131.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -557175.500000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -557175.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -557215.250000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -557215.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -557243.937500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -557243.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -557259.625000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -557259.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -557272.500000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -557272.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -557284.250000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -557284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -557293.187500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -557293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -557299.375000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -557299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -557306.437500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -557306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -557312.062500 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -557312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -557314.875000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -557314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -557316.437500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -557316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -557318.562500 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -557318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -557320.062500 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -557320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -557323.437500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -557323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -557326.562500 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -557326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -557330.500000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -557330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -557333.562500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -557333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -557337.312500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -557337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -557339.437500 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -557339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -557339.437500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -557339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -557340.437500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -557340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -557340.437500 Penalty: 4224.329590
	Iteration 31F: 3 clusters Score -557340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -293798.593750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -293798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -290592.281250 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -290592.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291443.062500 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -291443.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291814.281250 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -291814.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292146.343750 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -292146.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -292370.343750 Penalty: 3966.840820
	Iteration 4F: 3 clusters Score -292370.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292487.687500 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -292487.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292567.812500 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -292567.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -292622.187500 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -292622.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -292655.218750 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -292655.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -292682.718750 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -292682.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -292704.593750 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -292704.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -292735.218750 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -292735.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -292764.968750 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -292765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -292778.000000 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -292778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -292787.500000 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -292787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -292794.468750 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -292794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -292798.562500 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -292798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -292806.593750 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -292806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -292812.218750 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -292812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -292817.093750 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -292817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -292820.125000 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -292820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -292822.656250 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -292822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -292823.281250 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -292823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292825.093750 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -292825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -292826.656250 Penalty: 3966.840820
	Iteration 24Q: 3 clusters Score -292826.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -292828.000000 Penalty: 3966.840820
	Iteration 25Q: 3 clusters Score -292828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292828.875000 Penalty: 3966.840820
	Iteration 26Q: 3 clusters Score -292828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -292830.218750 Penalty: 3966.840820
	Iteration 27Q: 3 clusters Score -292830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -292830.406250 Penalty: 3966.840820
	Iteration 28Q: 3 clusters Score -292830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -292831.593750 Penalty: 3966.840820
	Iteration 29Q: 3 clusters Score -292831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292833.468750 Penalty: 3966.840820
	Iteration 30Q: 3 clusters Score -292833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292836.406250 Penalty: 3966.840820
	Iteration 31Q: 3 clusters Score -292836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292838.593750 Penalty: 3966.840820
	Iteration 32Q: 3 clusters Score -292838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -292841.968750 Penalty: 3966.840820
	Iteration 33Q: 3 clusters Score -292842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292846.250000 Penalty: 3966.840820
	Iteration 34Q: 3 clusters Score -292846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -292849.343750 Penalty: 3966.840820
	Iteration 35Q: 3 clusters Score -292849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -292852.500000 Penalty: 3966.840820
	Iteration 36Q: 3 clusters Score -292852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -292855.875000 Penalty: 3966.840820
	Iteration 37Q: 3 clusters Score -292855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -292857.906250 Penalty: 3966.840820
	Iteration 38Q: 3 clusters Score -292857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -292859.062500 Penalty: 3966.840820
	Iteration 39Q: 3 clusters Score -292859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -292859.031250 Penalty: 3966.840820
	Iteration 40F: 3 clusters Score -292859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -292859.375000 Penalty: 3966.840820
	Iteration 41Q: 3 clusters Score -292859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -292859.375000 Penalty: 3966.840820
	Iteration 42F: 3 clusters Score -292859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -384693.125000 Penalty: 2022.102173
	Iteration 0F: 2 clusters Score -384693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -381194.062500 Penalty: 4044.204346
	Iteration 0F: 3 clusters Score -381194.1 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -382060.625000 Penalty: 4044.204346
	Iteration 1F: 3 clusters Score -382060.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -382281.000000 Penalty: 4044.204346
	Iteration 2F: 3 clusters Score -382281 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -382389.656250 Penalty: 4044.204346
	Iteration 3Q: 3 clusters Score -382389.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382466.093750 Penalty: 4044.204346
	Iteration 4Q: 3 clusters Score -382466.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -382525.687500 Penalty: 4044.204346
	Iteration 5Q: 3 clusters Score -382525.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -382576.343750 Penalty: 4044.204346
	Iteration 6Q: 3 clusters Score -382576.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382612.843750 Penalty: 4044.204346
	Iteration 7Q: 3 clusters Score -382612.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -382651.468750 Penalty: 4044.204346
	Iteration 8Q: 3 clusters Score -382651.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -382687.281250 Penalty: 4044.204346
	Iteration 9Q: 3 clusters Score -382687.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -382722.718750 Penalty: 4044.204346
	Iteration 10Q: 3 clusters Score -382722.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -382753.406250 Penalty: 4044.204346
	Iteration 11Q: 3 clusters Score -382753.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -382786.375000 Penalty: 4044.204346
	Iteration 12Q: 3 clusters Score -382786.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -382820.625000 Penalty: 4044.204346
	Iteration 13Q: 3 clusters Score -382820.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -382865.781250 Penalty: 4044.204346
	Iteration 14Q: 3 clusters Score -382865.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -382921.843750 Penalty: 4044.204346
	Iteration 15Q: 3 clusters Score -382921.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -382997.031250 Penalty: 4044.204346
	Iteration 16Q: 3 clusters Score -382997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383070.125000 Penalty: 4044.204346
	Iteration 17Q: 3 clusters Score -383070.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -383149.468750 Penalty: 4044.204346
	Iteration 18Q: 3 clusters Score -383149.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -383209.750000 Penalty: 4044.204346
	Iteration 19Q: 3 clusters Score -383209.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -383250.468750 Penalty: 4044.204346
	Iteration 20F: 3 clusters Score -383250.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -383277.718750 Penalty: 4044.204346
	Iteration 21Q: 3 clusters Score -383277.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -383295.812500 Penalty: 4044.204346
	Iteration 22Q: 3 clusters Score -383295.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -383310.406250 Penalty: 4044.204346
	Iteration 23Q: 3 clusters Score -383310.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -383320.437500 Penalty: 4044.204346
	Iteration 24Q: 3 clusters Score -383320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -383324.937500 Penalty: 4044.204346
	Iteration 25Q: 3 clusters Score -383324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -383330.218750 Penalty: 4044.204346
	Iteration 26Q: 3 clusters Score -383330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -383331.593750 Penalty: 4044.204346
	Iteration 27Q: 3 clusters Score -383331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -383332.750000 Penalty: 4044.204346
	Iteration 28Q: 3 clusters Score -383332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -383333.812500 Penalty: 4044.204346
	Iteration 29Q: 3 clusters Score -383333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -383334.406250 Penalty: 4044.204346
	Iteration 30Q: 3 clusters Score -383334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -383334.437500 Penalty: 4044.204346
	Iteration 31Q: 3 clusters Score -383334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -383335.343750 Penalty: 4044.204346
	Iteration 32Q: 3 clusters Score -383335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383336.406250 Penalty: 4044.204346
	Iteration 33Q: 3 clusters Score -383336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383337.281250 Penalty: 4044.204346
	Iteration 34Q: 3 clusters Score -383337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383337.281250 Penalty: 4044.204346
	Iteration 35F: 3 clusters Score -383337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -1078354.875000 Penalty: 2262.756836
	Iteration 0F: 2 clusters Score -1078355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1071221.250000 Penalty: 4525.513672
	Iteration 0F: 3 clusters Score -1071221 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1073441.375000 Penalty: 4525.513672
	Iteration 1F: 3 clusters Score -1073441 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1073912.750000 Penalty: 4525.513672
	Iteration 2F: 3 clusters Score -1073913 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1074405.375000 Penalty: 4525.513672
	Iteration 3F: 3 clusters Score -1074405 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1074875.375000 Penalty: 4525.513672
	Iteration 4F: 3 clusters Score -1074875 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1075343.625000 Penalty: 4525.513672
	Iteration 5F: 3 clusters Score -1075344 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1075771.250000 Penalty: 4525.513672
	Iteration 6F: 3 clusters Score -1075771 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1076144.750000 Penalty: 4525.513672
	Iteration 7F: 3 clusters Score -1076145 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1076440.250000 Penalty: 4525.513672
	Iteration 8Q: 3 clusters Score -1076440 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1076643.375000 Penalty: 4525.513672
	Iteration 9Q: 3 clusters Score -1076643 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1076794.750000 Penalty: 4525.513672
	Iteration 10Q: 3 clusters Score -1076795 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1076908.625000 Penalty: 4525.513672
	Iteration 11Q: 3 clusters Score -1076909 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1077003.125000 Penalty: 4525.513672
	Iteration 12Q: 3 clusters Score -1077003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1077084.000000 Penalty: 4525.513672
	Iteration 13Q: 3 clusters Score -1077084 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1077137.750000 Penalty: 4525.513672
	Iteration 14Q: 3 clusters Score -1077138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1077187.500000 Penalty: 4525.513672
	Iteration 15Q: 3 clusters Score -1077188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1077234.500000 Penalty: 4525.513672
	Iteration 16Q: 3 clusters Score -1077234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1077272.250000 Penalty: 4525.513672
	Iteration 17Q: 3 clusters Score -1077272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1077300.750000 Penalty: 4525.513672
	Iteration 18Q: 3 clusters Score -1077301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1077332.125000 Penalty: 4525.513672
	Iteration 19Q: 3 clusters Score -1077332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1077354.125000 Penalty: 4525.513672
	Iteration 20F: 3 clusters Score -1077354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1077378.000000 Penalty: 4525.513672
	Iteration 21Q: 3 clusters Score -1077378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1077394.500000 Penalty: 4525.513672
	Iteration 22Q: 3 clusters Score -1077394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1077411.875000 Penalty: 4525.513672
	Iteration 23Q: 3 clusters Score -1077412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1077428.375000 Penalty: 4525.513672
	Iteration 24Q: 3 clusters Score -1077428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1077447.000000 Penalty: 4525.513672
	Iteration 25Q: 3 clusters Score -1077447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1077463.000000 Penalty: 4525.513672
	Iteration 26Q: 3 clusters Score -1077463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1077478.125000 Penalty: 4525.513672
	Iteration 27Q: 3 clusters Score -1077478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1077492.000000 Penalty: 4525.513672
	Iteration 28Q: 3 clusters Score -1077492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1077504.875000 Penalty: 4525.513672
	Iteration 29Q: 3 clusters Score -1077505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1077513.000000 Penalty: 4525.513672
	Iteration 30Q: 3 clusters Score -1077513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1077519.000000 Penalty: 4525.513672
	Iteration 31Q: 3 clusters Score -1077519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1077522.000000 Penalty: 4525.513672
	Iteration 32Q: 3 clusters Score -1077522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1077523.375000 Penalty: 4525.513672
	Iteration 33Q: 3 clusters Score -1077523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1077527.000000 Penalty: 4525.513672
	Iteration 34Q: 3 clusters Score -1077527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1077528.125000 Penalty: 4525.513672
	Iteration 35Q: 3 clusters Score -1077528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1077534.875000 Penalty: 4525.513672
	Iteration 36Q: 3 clusters Score -1077535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1077537.125000 Penalty: 4525.513672
	Iteration 37Q: 3 clusters Score -1077537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1077539.625000 Penalty: 4525.513672
	Iteration 38Q: 3 clusters Score -1077540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1077541.375000 Penalty: 4525.513672
	Iteration 39Q: 3 clusters Score -1077541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1077546.250000 Penalty: 4525.513672
	Iteration 40F: 3 clusters Score -1077546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1077549.625000 Penalty: 4525.513672
	Iteration 41Q: 3 clusters Score -1077550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1077557.625000 Penalty: 4525.513672
	Iteration 42Q: 3 clusters Score -1077558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1077565.750000 Penalty: 4525.513672
	Iteration 43Q: 3 clusters Score -1077566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1077567.875000 Penalty: 4525.513672
	Iteration 44Q: 3 clusters Score -1077568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1077571.875000 Penalty: 4525.513672
	Iteration 45Q: 3 clusters Score -1077572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1077572.000000 Penalty: 4525.513672
	Iteration 46Q: 3 clusters Score -1077572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1077573.750000 Penalty: 4525.513672
	Iteration 47Q: 3 clusters Score -1077574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1077573.250000 Penalty: 4525.513672
	Iteration 48Q: 3 clusters Score -1077573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1077573.375000 Penalty: 4525.513672
	Iteration 49Q: 3 clusters Score -1077573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1077574.250000 Penalty: 4525.513672
	Iteration 50Q: 3 clusters Score -1077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1077574.500000 Penalty: 4525.513672
	Iteration 51Q: 3 clusters Score -1077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1077574.500000 Penalty: 4525.513672
	Iteration 52Q: 3 clusters Score -1077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1077573.750000 Penalty: 4525.513672
	Iteration 53Q: 3 clusters Score -1077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1077574.500000 Penalty: 4525.513672
	Iteration 54Q: 3 clusters Score -1077574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1077574.125000 Penalty: 4525.513672
	Iteration 55Q: 3 clusters Score -1077574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1077574.125000 Penalty: 4525.513672
	Iteration 56F: 3 clusters Score -1077574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -531692.937500 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -531692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -527409.125000 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -527409.1 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -528394.937500 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -528394.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -528584.812500 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -528584.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -528704.500000 Penalty: 4184.677734
	Iteration 3Q: 3 clusters Score -528704.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528787.750000 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -528787.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -528847.000000 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -528847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528899.125000 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -528899.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -528945.187500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -528945.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -528980.000000 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -528980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -529013.250000 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -529013.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -529040.562500 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -529040.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -529066.125000 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -529066.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -529089.937500 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -529089.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -529113.000000 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -529113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -529129.687500 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -529129.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -529146.312500 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -529146.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -529167.500000 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -529167.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -529189.437500 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -529189.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -529211.187500 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -529211.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -529233.375000 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -529233.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -529251.812500 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -529251.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -529271.062500 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -529271.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -529288.625000 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -529288.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -529303.375000 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -529303.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -529316.937500 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -529316.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -529334.937500 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -529334.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -529361.062500 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -529361.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -529378.187500 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -529378.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -529399.000000 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -529399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -529419.875000 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -529419.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -529431.375000 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -529431.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -529445.187500 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -529445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -529458.500000 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -529458.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -529472.875000 Penalty: 4184.677734
	Iteration 33Q: 3 clusters Score -529472.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -529487.937500 Penalty: 4184.677734
	Iteration 34Q: 3 clusters Score -529487.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -529498.875000 Penalty: 4184.677734
	Iteration 35Q: 3 clusters Score -529498.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -529507.250000 Penalty: 4184.677734
	Iteration 36Q: 3 clusters Score -529507.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -529515.312500 Penalty: 4184.677734
	Iteration 37Q: 3 clusters Score -529515.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -529527.812500 Penalty: 4184.677734
	Iteration 38Q: 3 clusters Score -529527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -529539.625000 Penalty: 4184.677734
	Iteration 39Q: 3 clusters Score -529539.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -529548.500000 Penalty: 4184.677734
	Iteration 40F: 3 clusters Score -529548.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -529552.937500 Penalty: 4184.677734
	Iteration 41Q: 3 clusters Score -529552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -529559.000000 Penalty: 4184.677734
	Iteration 42Q: 3 clusters Score -529559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -529562.250000 Penalty: 4184.677734
	Iteration 43Q: 3 clusters Score -529562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -529565.312500 Penalty: 4184.677734
	Iteration 44Q: 3 clusters Score -529565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -529568.375000 Penalty: 4184.677734
	Iteration 45Q: 3 clusters Score -529568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -529571.937500 Penalty: 4184.677734
	Iteration 46Q: 3 clusters Score -529571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -529578.625000 Penalty: 4184.677734
	Iteration 47Q: 3 clusters Score -529578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -529585.875000 Penalty: 4184.677734
	Iteration 48Q: 3 clusters Score -529585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -529592.437500 Penalty: 4184.677734
	Iteration 49Q: 3 clusters Score -529592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -529599.375000 Penalty: 4184.677734
	Iteration 50Q: 3 clusters Score -529599.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -529607.625000 Penalty: 4184.677734
	Iteration 51Q: 3 clusters Score -529607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -529616.000000 Penalty: 4184.677734
	Iteration 52Q: 3 clusters Score -529616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -529622.375000 Penalty: 4184.677734
	Iteration 53Q: 3 clusters Score -529622.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -529632.125000 Penalty: 4184.677734
	Iteration 54Q: 3 clusters Score -529632.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -529645.000000 Penalty: 4184.677734
	Iteration 55Q: 3 clusters Score -529645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -529661.562500 Penalty: 4184.677734
	Iteration 56Q: 3 clusters Score -529661.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529682.500000 Penalty: 4184.677734
	Iteration 57Q: 3 clusters Score -529682.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -529707.125000 Penalty: 4184.677734
	Iteration 58Q: 3 clusters Score -529707.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -529733.437500 Penalty: 4184.677734
	Iteration 59Q: 3 clusters Score -529733.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -529757.000000 Penalty: 4184.677734
	Iteration 60F: 3 clusters Score -529757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -529776.687500 Penalty: 4184.677734
	Iteration 61Q: 3 clusters Score -529776.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -529794.375000 Penalty: 4184.677734
	Iteration 62Q: 3 clusters Score -529794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -529809.125000 Penalty: 4184.677734
	Iteration 63Q: 3 clusters Score -529809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -529821.625000 Penalty: 4184.677734
	Iteration 64Q: 3 clusters Score -529821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -529832.062500 Penalty: 4184.677734
	Iteration 65Q: 3 clusters Score -529832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -529839.125000 Penalty: 4184.677734
	Iteration 66Q: 3 clusters Score -529839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -529843.062500 Penalty: 4184.677734
	Iteration 67Q: 3 clusters Score -529843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -529850.437500 Penalty: 4184.677734
	Iteration 68Q: 3 clusters Score -529850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -529856.187500 Penalty: 4184.677734
	Iteration 69Q: 3 clusters Score -529856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -529862.062500 Penalty: 4184.677734
	Iteration 70Q: 3 clusters Score -529862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -529866.250000 Penalty: 4184.677734
	Iteration 71Q: 3 clusters Score -529866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -529871.312500 Penalty: 4184.677734
	Iteration 72Q: 3 clusters Score -529871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -529873.750000 Penalty: 4184.677734
	Iteration 73Q: 3 clusters Score -529873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -529879.250000 Penalty: 4184.677734
	Iteration 74Q: 3 clusters Score -529879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -529884.625000 Penalty: 4184.677734
	Iteration 75Q: 3 clusters Score -529884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -529885.062500 Penalty: 4184.677734
	Iteration 76Q: 3 clusters Score -529885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -529887.625000 Penalty: 4184.677734
	Iteration 77Q: 3 clusters Score -529887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -529891.500000 Penalty: 4184.677734
	Iteration 78Q: 3 clusters Score -529891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -529894.812500 Penalty: 4184.677734
	Iteration 79Q: 3 clusters Score -529894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -529897.312500 Penalty: 4184.677734
	Iteration 80F: 3 clusters Score -529897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -529898.875000 Penalty: 4184.677734
	Iteration 81Q: 3 clusters Score -529898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -529902.562500 Penalty: 4184.677734
	Iteration 82Q: 3 clusters Score -529902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -529907.000000 Penalty: 4184.677734
	Iteration 83Q: 3 clusters Score -529907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -529908.687500 Penalty: 4184.677734
	Iteration 84Q: 3 clusters Score -529908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -529909.187500 Penalty: 4184.677734
	Iteration 85Q: 3 clusters Score -529909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -529909.187500 Penalty: 4184.677734
	Iteration 86F: 3 clusters Score -529909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -250223.937500 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -250223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -247470.421875 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -247470.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -247984.484375 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -247984.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248117.921875 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -248117.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -248178.062500 Penalty: 3821.586670
	Iteration 3Q: 3 clusters Score -248178.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248212.921875 Penalty: 3821.586670
	Iteration 4Q: 3 clusters Score -248212.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -248245.187500 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -248245.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -248267.046875 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -248267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248278.656250 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -248278.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248289.437500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -248289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -248297.718750 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -248297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248300.187500 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -248300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248304.390625 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -248304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -248308.390625 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -248308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248312.359375 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -248312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248315.890625 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -248315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248319.515625 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -248319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248324.187500 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -248324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -248326.453125 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -248326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -248328.093750 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -248328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -248329.187500 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -248329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248329.406250 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -248329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -248330.218750 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -248330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -248330.218750 Penalty: 3821.586670
	Iteration 22F: 3 clusters Score -248330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -845387.687500 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -845387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -839442.062500 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -839442.1 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -841089.750000 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -841089.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -841335.562500 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -841335.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -841517.687500 Penalty: 4410.462402
	Iteration 3Q: 3 clusters Score -841517.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -841671.250000 Penalty: 4410.462402
	Iteration 4Q: 3 clusters Score -841671.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -841793.562500 Penalty: 4410.462402
	Iteration 5Q: 3 clusters Score -841793.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -841873.250000 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -841873.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -841953.750000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -841953.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -842036.500000 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -842036.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -842120.625000 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -842120.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -842213.625000 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -842213.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -842326.000000 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -842326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -842453.375000 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -842453.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -842568.812500 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -842568.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -842717.812500 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -842717.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -842839.875000 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -842839.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -842961.812500 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -842961.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -843086.500000 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -843086.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -843196.625000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -843196.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -843290.312500 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -843290.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -843355.500000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -843355.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -843407.562500 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -843407.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -843463.875000 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -843463.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -843513.937500 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -843513.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -843543.250000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -843543.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -843573.125000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -843573.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -843599.937500 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -843599.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -843618.812500 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -843618.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -843633.875000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -843633.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -843648.687500 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -843648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -843658.062500 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -843658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -843670.187500 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -843670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -843679.687500 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -843679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -843683.812500 Penalty: 4410.462402
	Iteration 33Q: 3 clusters Score -843683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -843687.125000 Penalty: 4410.462402
	Iteration 34Q: 3 clusters Score -843687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -843689.375000 Penalty: 4410.462402
	Iteration 35Q: 3 clusters Score -843689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -843694.812500 Penalty: 4410.462402
	Iteration 36Q: 3 clusters Score -843694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -843697.437500 Penalty: 4410.462402
	Iteration 37Q: 3 clusters Score -843697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -843699.375000 Penalty: 4410.462402
	Iteration 38Q: 3 clusters Score -843699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -843702.250000 Penalty: 4410.462402
	Iteration 39Q: 3 clusters Score -843702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -843705.812500 Penalty: 4410.462402
	Iteration 40F: 3 clusters Score -843705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -843709.375000 Penalty: 4410.462402
	Iteration 41Q: 3 clusters Score -843709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -843712.812500 Penalty: 4410.462402
	Iteration 42Q: 3 clusters Score -843712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -843713.125000 Penalty: 4410.462402
	Iteration 43Q: 3 clusters Score -843713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -843716.250000 Penalty: 4410.462402
	Iteration 44Q: 3 clusters Score -843716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -843716.937500 Penalty: 4410.462402
	Iteration 45Q: 3 clusters Score -843716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -843717.812500 Penalty: 4410.462402
	Iteration 46Q: 3 clusters Score -843717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -843718.937500 Penalty: 4410.462402
	Iteration 47Q: 3 clusters Score -843718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -843719.500000 Penalty: 4410.462402
	Iteration 48Q: 3 clusters Score -843719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -843719.500000 Penalty: 4410.462402
	Iteration 49F: 3 clusters Score -843719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -301037.468750 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -301037.5 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 1322 members 
Entering Unmasked Estep 
Score: -298021.562500 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -298021.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -298605.968750 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -298606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -298857.500000 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -298857.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299085.156250 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -299085.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -299221.406250 Penalty: 3902.084229
	Iteration 4F: 3 clusters Score -299221.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -299329.281250 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -299329.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -299414.062500 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -299414.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -299468.093750 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -299468.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299510.281250 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -299510.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -299550.468750 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -299550.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -299584.125000 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -299584.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -299611.156250 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -299611.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -299634.187500 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -299634.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -299653.343750 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -299653.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -299677.156250 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -299677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -299702.750000 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -299702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299725.750000 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -299725.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -299743.562500 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -299743.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -299764.343750 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -299764.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -299790.031250 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -299790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -299820.031250 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -299820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -299839.468750 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -299839.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -299858.937500 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -299858.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -299873.937500 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -299873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -299883.187500 Penalty: 3902.084229
	Iteration 24Q: 3 clusters Score -299883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -299894.437500 Penalty: 3902.084229
	Iteration 25Q: 3 clusters Score -299894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -299909.593750 Penalty: 3902.084229
	Iteration 26Q: 3 clusters Score -299909.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -299921.750000 Penalty: 3902.084229
	Iteration 27Q: 3 clusters Score -299921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -299930.125000 Penalty: 3902.084229
	Iteration 28Q: 3 clusters Score -299930.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -299939.406250 Penalty: 3902.084229
	Iteration 29Q: 3 clusters Score -299939.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -299945.468750 Penalty: 3902.084229
	Iteration 30Q: 3 clusters Score -299945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -299947.718750 Penalty: 3902.084229
	Iteration 31Q: 3 clusters Score -299947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -299952.281250 Penalty: 3902.084229
	Iteration 32Q: 3 clusters Score -299952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -299956.343750 Penalty: 3902.084229
	Iteration 33Q: 3 clusters Score -299956.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -299963.468750 Penalty: 3902.084229
	Iteration 34Q: 3 clusters Score -299963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -299967.437500 Penalty: 3902.084229
	Iteration 35Q: 3 clusters Score -299967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -299969.968750 Penalty: 3902.084229
	Iteration 36Q: 3 clusters Score -299970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -299971.937500 Penalty: 3902.084229
	Iteration 37Q: 3 clusters Score -299971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299974.156250 Penalty: 3902.084229
	Iteration 38Q: 3 clusters Score -299974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -299979.750000 Penalty: 3902.084229
	Iteration 39Q: 3 clusters Score -299979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -299984.218750 Penalty: 3902.084229
	Iteration 40F: 3 clusters Score -299984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -299986.562500 Penalty: 3902.084229
	Iteration 41Q: 3 clusters Score -299986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -299988.031250 Penalty: 3902.084229
	Iteration 42Q: 3 clusters Score -299988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299989.968750 Penalty: 3902.084229
	Iteration 43Q: 3 clusters Score -299990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -299991.343750 Penalty: 3902.084229
	Iteration 44Q: 3 clusters Score -299991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -299994.000000 Penalty: 3902.084229
	Iteration 45Q: 3 clusters Score -299994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -299994.500000 Penalty: 3902.084229
	Iteration 46Q: 3 clusters Score -299994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -299995.593750 Penalty: 3902.084229
	Iteration 47Q: 3 clusters Score -299995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -299996.656250 Penalty: 3902.084229
	Iteration 48Q: 3 clusters Score -299996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -299997.718750 Penalty: 3902.084229
	Iteration 49Q: 3 clusters Score -299997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -299997.718750 Penalty: 3902.084229
	Iteration 50F: 3 clusters Score -299997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -410886.656250 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -410886.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407250.250000 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -407250.2 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -408026.843750 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -408026.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -408197.781250 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -408197.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -408292.250000 Penalty: 4057.161377
	Iteration 3Q: 3 clusters Score -408292.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -408342.656250 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -408342.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -408373.875000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -408373.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -408400.812500 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -408400.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -408425.281250 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -408425.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -408442.468750 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -408442.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -408456.625000 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -408456.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -408471.031250 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -408471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -408481.375000 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -408481.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -408491.687500 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -408491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -408498.625000 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -408498.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -408504.843750 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -408504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -408511.812500 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -408511.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -408516.218750 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -408516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -408520.031250 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -408520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -408524.906250 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -408524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -408528.562500 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -408528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -408530.531250 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -408530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -408533.343750 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -408533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -408535.500000 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -408535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -408537.250000 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -408537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -408539.187500 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -408539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -408540.593750 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -408540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -408541.312500 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -408541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -408541.156250 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -408541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -408541.500000 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -408541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -408541.500000 Penalty: 4057.161377
	Iteration 29F: 3 clusters Score -408541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1140429.125000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1140429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1132684.250000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1132684 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1135072.375000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1135072 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1135464.750000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1135465 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1135782.625000 Penalty: 4573.215332
	Iteration 3F: 3 clusters Score -1135783 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1136110.250000 Penalty: 4573.215332
	Iteration 4F: 3 clusters Score -1136110 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1136469.125000 Penalty: 4573.215332
	Iteration 5F: 3 clusters Score -1136469 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1136835.250000 Penalty: 4573.215332
	Iteration 6Q: 3 clusters Score -1136835 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1137258.625000 Penalty: 4573.215332
	Iteration 7F: 3 clusters Score -1137259 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1137736.625000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1137737 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1138203.875000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1138204 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1138645.125000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1138645 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1138978.625000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1138979 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1139177.750000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1139178 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1139305.875000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1139306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1139384.250000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1139384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1139418.750000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1139419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1139440.500000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1139440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1139452.875000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1139453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1139461.750000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1139462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1139473.125000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1139473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1139479.000000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1139479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1139487.375000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1139487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1139493.875000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1139494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1139502.250000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1139502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1139509.375000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1139509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1139511.875000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1139512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1139518.500000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1139518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1139517.625000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1139518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1139518.875000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1139519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1139520.125000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1139520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1139522.625000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1139523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1139525.500000 Penalty: 4573.215332
	Iteration 31Q: 3 clusters Score -1139526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1139525.250000 Penalty: 4573.215332
	Iteration 32Q: 3 clusters Score -1139525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1139521.625000 Penalty: 4573.215332
	Iteration 33Q: 3 clusters Score -1139522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1139524.375000 Penalty: 4573.215332
	Iteration 34Q: 3 clusters Score -1139524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1139521.250000 Penalty: 4573.215332
	Iteration 35Q: 3 clusters Score -1139521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1139523.875000 Penalty: 4573.215332
	Iteration 36Q: 3 clusters Score -1139524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1139523.000000 Penalty: 4573.215332
	Iteration 37Q: 3 clusters Score -1139523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1139525.250000 Penalty: 4573.215332
	Iteration 38Q: 3 clusters Score -1139525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1139523.250000 Penalty: 4573.215332
	Iteration 39Q: 3 clusters Score -1139523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1139523.250000 Penalty: 4573.215332
	Iteration 40F: 3 clusters Score -1139523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -270367.656250 Penalty: 1951.611694
	Iteration 0F: 2 clusters Score -270367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -267411.625000 Penalty: 3903.223389
	Iteration 0F: 3 clusters Score -267411.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -268070.875000 Penalty: 3903.223389
	Iteration 1F: 3 clusters Score -268070.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -268289.125000 Penalty: 3903.223389
	Iteration 2F: 3 clusters Score -268289.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -268474.968750 Penalty: 3903.223389
	Iteration 3F: 3 clusters Score -268475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -268602.625000 Penalty: 3903.223389
	Iteration 4Q: 3 clusters Score -268602.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -268728.250000 Penalty: 3903.223389
	Iteration 5Q: 3 clusters Score -268728.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -268819.125000 Penalty: 3903.223389
	Iteration 6Q: 3 clusters Score -268819.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -268892.281250 Penalty: 3903.223389
	Iteration 7Q: 3 clusters Score -268892.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -268944.812500 Penalty: 3903.223389
	Iteration 8Q: 3 clusters Score -268944.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -268991.062500 Penalty: 3903.223389
	Iteration 9Q: 3 clusters Score -268991.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -269030.062500 Penalty: 3903.223389
	Iteration 10Q: 3 clusters Score -269030.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -269056.781250 Penalty: 3903.223389
	Iteration 11Q: 3 clusters Score -269056.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -269089.625000 Penalty: 3903.223389
	Iteration 12Q: 3 clusters Score -269089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -269121.531250 Penalty: 3903.223389
	Iteration 13Q: 3 clusters Score -269121.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -269155.218750 Penalty: 3903.223389
	Iteration 14Q: 3 clusters Score -269155.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -269180.781250 Penalty: 3903.223389
	Iteration 15Q: 3 clusters Score -269180.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269194.562500 Penalty: 3903.223389
	Iteration 16Q: 3 clusters Score -269194.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -269206.718750 Penalty: 3903.223389
	Iteration 17Q: 3 clusters Score -269206.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -269218.593750 Penalty: 3903.223389
	Iteration 18Q: 3 clusters Score -269218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -269230.312500 Penalty: 3903.223389
	Iteration 19Q: 3 clusters Score -269230.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -269237.343750 Penalty: 3903.223389
	Iteration 20F: 3 clusters Score -269237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -269243.968750 Penalty: 3903.223389
	Iteration 21Q: 3 clusters Score -269244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -269249.906250 Penalty: 3903.223389
	Iteration 22Q: 3 clusters Score -269249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -269254.718750 Penalty: 3903.223389
	Iteration 23Q: 3 clusters Score -269254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269260.812500 Penalty: 3903.223389
	Iteration 24Q: 3 clusters Score -269260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -269263.718750 Penalty: 3903.223389
	Iteration 25Q: 3 clusters Score -269263.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269265.968750 Penalty: 3903.223389
	Iteration 26Q: 3 clusters Score -269266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -269268.500000 Penalty: 3903.223389
	Iteration 27Q: 3 clusters Score -269268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269268.781250 Penalty: 3903.223389
	Iteration 28Q: 3 clusters Score -269268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269271.343750 Penalty: 3903.223389
	Iteration 29Q: 3 clusters Score -269271.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -269276.375000 Penalty: 3903.223389
	Iteration 30Q: 3 clusters Score -269276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -269279.406250 Penalty: 3903.223389
	Iteration 31Q: 3 clusters Score -269279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -269287.843750 Penalty: 3903.223389
	Iteration 32Q: 3 clusters Score -269287.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -269297.437500 Penalty: 3903.223389
	Iteration 33Q: 3 clusters Score -269297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269303.375000 Penalty: 3903.223389
	Iteration 34Q: 3 clusters Score -269303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269307.812500 Penalty: 3903.223389
	Iteration 35Q: 3 clusters Score -269307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -269311.687500 Penalty: 3903.223389
	Iteration 36Q: 3 clusters Score -269311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269318.093750 Penalty: 3903.223389
	Iteration 37Q: 3 clusters Score -269318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269328.625000 Penalty: 3903.223389
	Iteration 38Q: 3 clusters Score -269328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -269344.281250 Penalty: 3903.223389
	Iteration 39Q: 3 clusters Score -269344.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269361.375000 Penalty: 3903.223389
	Iteration 40F: 3 clusters Score -269361.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -269376.468750 Penalty: 3903.223389
	Iteration 41Q: 3 clusters Score -269376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -269387.000000 Penalty: 3903.223389
	Iteration 42Q: 3 clusters Score -269387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -269395.687500 Penalty: 3903.223389
	Iteration 43Q: 3 clusters Score -269395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -269406.531250 Penalty: 3903.223389
	Iteration 44Q: 3 clusters Score -269406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -269416.343750 Penalty: 3903.223389
	Iteration 45Q: 3 clusters Score -269416.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -269424.187500 Penalty: 3903.223389
	Iteration 46Q: 3 clusters Score -269424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269428.625000 Penalty: 3903.223389
	Iteration 47Q: 3 clusters Score -269428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -269432.468750 Penalty: 3903.223389
	Iteration 48Q: 3 clusters Score -269432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269436.718750 Penalty: 3903.223389
	Iteration 49Q: 3 clusters Score -269436.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -269440.281250 Penalty: 3903.223389
	Iteration 50Q: 3 clusters Score -269440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269441.562500 Penalty: 3903.223389
	Iteration 51Q: 3 clusters Score -269441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269441.562500 Penalty: 3903.223389
	Iteration 52F: 3 clusters Score -269441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Entering Unmasked Estep 
Score: -466839.250000 Penalty: 2067.484131
	Iteration 0F: 2 clusters Score -466839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -462862.968750 Penalty: 4134.968262
	Iteration 0F: 3 clusters Score -462863 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -463810.656250 Penalty: 4134.968262
	Iteration 1F: 3 clusters Score -463810.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464172.531250 Penalty: 4134.968262
	Iteration 2F: 3 clusters Score -464172.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -464489.625000 Penalty: 4134.968262
	Iteration 3F: 3 clusters Score -464489.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -464792.437500 Penalty: 4134.968262
	Iteration 4F: 3 clusters Score -464792.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465038.375000 Penalty: 4134.968262
	Iteration 5F: 3 clusters Score -465038.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -465228.406250 Penalty: 4134.968262
	Iteration 6Q: 3 clusters Score -465228.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -465381.093750 Penalty: 4134.968262
	Iteration 7Q: 3 clusters Score -465381.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -465492.750000 Penalty: 4134.968262
	Iteration 8Q: 3 clusters Score -465492.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -465576.156250 Penalty: 4134.968262
	Iteration 9Q: 3 clusters Score -465576.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -465644.625000 Penalty: 4134.968262
	Iteration 10Q: 3 clusters Score -465644.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -465691.062500 Penalty: 4134.968262
	Iteration 11Q: 3 clusters Score -465691.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -465732.093750 Penalty: 4134.968262
	Iteration 12Q: 3 clusters Score -465732.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -465766.343750 Penalty: 4134.968262
	Iteration 13Q: 3 clusters Score -465766.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -465795.625000 Penalty: 4134.968262
	Iteration 14Q: 3 clusters Score -465795.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -465831.593750 Penalty: 4134.968262
	Iteration 15Q: 3 clusters Score -465831.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -465860.281250 Penalty: 4134.968262
	Iteration 16Q: 3 clusters Score -465860.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -465888.625000 Penalty: 4134.968262
	Iteration 17Q: 3 clusters Score -465888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -465910.218750 Penalty: 4134.968262
	Iteration 18Q: 3 clusters Score -465910.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -465924.968750 Penalty: 4134.968262
	Iteration 19Q: 3 clusters Score -465925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -465930.156250 Penalty: 4134.968262
	Iteration 20F: 3 clusters Score -465930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -465934.000000 Penalty: 4134.968262
	Iteration 21Q: 3 clusters Score -465934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -465937.281250 Penalty: 4134.968262
	Iteration 22Q: 3 clusters Score -465937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -465940.312500 Penalty: 4134.968262
	Iteration 23Q: 3 clusters Score -465940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -465942.781250 Penalty: 4134.968262
	Iteration 24Q: 3 clusters Score -465942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -465947.187500 Penalty: 4134.968262
	Iteration 25Q: 3 clusters Score -465947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -465950.875000 Penalty: 4134.968262
	Iteration 26Q: 3 clusters Score -465950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465953.687500 Penalty: 4134.968262
	Iteration 27Q: 3 clusters Score -465953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -465956.125000 Penalty: 4134.968262
	Iteration 28Q: 3 clusters Score -465956.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -465959.437500 Penalty: 4134.968262
	Iteration 29Q: 3 clusters Score -465959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -465964.281250 Penalty: 4134.968262
	Iteration 30Q: 3 clusters Score -465964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -465968.875000 Penalty: 4134.968262
	Iteration 31Q: 3 clusters Score -465968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -465973.718750 Penalty: 4134.968262
	Iteration 32Q: 3 clusters Score -465973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -465974.781250 Penalty: 4134.968262
	Iteration 33Q: 3 clusters Score -465974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -465978.250000 Penalty: 4134.968262
	Iteration 34Q: 3 clusters Score -465978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -465981.250000 Penalty: 4134.968262
	Iteration 35Q: 3 clusters Score -465981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -465983.062500 Penalty: 4134.968262
	Iteration 36Q: 3 clusters Score -465983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -465982.687500 Penalty: 4134.968262
	Iteration 37Q: 3 clusters Score -465982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -465983.343750 Penalty: 4134.968262
	Iteration 38Q: 3 clusters Score -465983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -465983.343750 Penalty: 4134.968262
	Iteration 39F: 3 clusters Score -465983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -642981.125000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -642981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -638144.000000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -638144 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -639403.750000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -639403.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -639683.625000 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -639683.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -639873.125000 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -639873.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -640021.187500 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -640021.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -640139.750000 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -640139.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -640250.687500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -640250.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -640345.875000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -640345.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -640415.937500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -640415.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -640484.875000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -640484.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -640548.125000 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -640548.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -640593.687500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -640593.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -640631.125000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -640631.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -640661.000000 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -640661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -640679.937500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -640679.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -640696.875000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -640696.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -640711.500000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -640711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -640719.562500 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -640719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -640726.625000 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -640726.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -640730.687500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -640730.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -640738.875000 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -640738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -640743.687500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -640743.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -640750.562500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -640750.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -640755.312500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -640755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -640761.375000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -640761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -640765.000000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -640765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -640770.437500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -640770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -640773.875000 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -640773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -640776.500000 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -640776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -640780.312500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -640780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -640784.875000 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -640784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -640787.000000 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -640787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -640789.125000 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -640789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -640790.375000 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -640790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -640793.000000 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -640793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -640794.562500 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -640794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -640798.937500 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -640798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -640801.312500 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -640801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -640800.937500 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -640800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -640801.125000 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -640801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -640803.062500 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -640803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -640804.625000 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -640804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -640807.687500 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -640807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -640811.437500 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -640811.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -640819.000000 Penalty: 4268.907715
	Iteration 44Q: 3 clusters Score -640819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -640822.750000 Penalty: 4268.907715
	Iteration 45Q: 3 clusters Score -640822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -640825.000000 Penalty: 4268.907715
	Iteration 46Q: 3 clusters Score -640825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -640828.312500 Penalty: 4268.907715
	Iteration 47Q: 3 clusters Score -640828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -640829.250000 Penalty: 4268.907715
	Iteration 48Q: 3 clusters Score -640829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -640830.562500 Penalty: 4268.907715
	Iteration 49Q: 3 clusters Score -640830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -640832.375000 Penalty: 4268.907715
	Iteration 50Q: 3 clusters Score -640832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -640834.000000 Penalty: 4268.907715
	Iteration 51Q: 3 clusters Score -640834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -640834.000000 Penalty: 4268.907715
	Iteration 52Q: 3 clusters Score -640834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -640835.375000 Penalty: 4268.907715
	Iteration 53Q: 3 clusters Score -640835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -640835.875000 Penalty: 4268.907715
	Iteration 54Q: 3 clusters Score -640835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -640837.375000 Penalty: 4268.907715
	Iteration 55Q: 3 clusters Score -640837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -640838.125000 Penalty: 4268.907715
	Iteration 56Q: 3 clusters Score -640838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -640838.562500 Penalty: 4268.907715
	Iteration 57Q: 3 clusters Score -640838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -640839.750000 Penalty: 4268.907715
	Iteration 58Q: 3 clusters Score -640839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -640841.125000 Penalty: 4268.907715
	Iteration 59Q: 3 clusters Score -640841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -640841.125000 Penalty: 4268.907715
	Iteration 60F: 3 clusters Score -640841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -1069247.375000 Penalty: 2261.319824
	Iteration 0F: 2 clusters Score -1069247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1062096.375000 Penalty: 4522.639648
	Iteration 0F: 3 clusters Score -1062096 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1064189.625000 Penalty: 4522.639648
	Iteration 1F: 3 clusters Score -1064190 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1064596.375000 Penalty: 4522.639648
	Iteration 2F: 3 clusters Score -1064596 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1064961.250000 Penalty: 4522.639648
	Iteration 3F: 3 clusters Score -1064961 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1065329.375000 Penalty: 4522.639648
	Iteration 4F: 3 clusters Score -1065329 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1065679.500000 Penalty: 4522.639648
	Iteration 5F: 3 clusters Score -1065680 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1065988.500000 Penalty: 4522.639648
	Iteration 6F: 3 clusters Score -1065988 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1066263.375000 Penalty: 4522.639648
	Iteration 7Q: 3 clusters Score -1066263 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1066499.250000 Penalty: 4522.639648
	Iteration 8Q: 3 clusters Score -1066499 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1066683.750000 Penalty: 4522.639648
	Iteration 9Q: 3 clusters Score -1066684 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1066815.250000 Penalty: 4522.639648
	Iteration 10Q: 3 clusters Score -1066815 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1066947.625000 Penalty: 4522.639648
	Iteration 11Q: 3 clusters Score -1066948 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1067069.250000 Penalty: 4522.639648
	Iteration 12Q: 3 clusters Score -1067069 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1067184.750000 Penalty: 4522.639648
	Iteration 13Q: 3 clusters Score -1067185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1067322.125000 Penalty: 4522.639648
	Iteration 14Q: 3 clusters Score -1067322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1067428.125000 Penalty: 4522.639648
	Iteration 15Q: 3 clusters Score -1067428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1067498.750000 Penalty: 4522.639648
	Iteration 16Q: 3 clusters Score -1067499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1067538.500000 Penalty: 4522.639648
	Iteration 17Q: 3 clusters Score -1067538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1067577.625000 Penalty: 4522.639648
	Iteration 18Q: 3 clusters Score -1067578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1067593.625000 Penalty: 4522.639648
	Iteration 19Q: 3 clusters Score -1067594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1067604.250000 Penalty: 4522.639648
	Iteration 20F: 3 clusters Score -1067604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1067609.750000 Penalty: 4522.639648
	Iteration 21Q: 3 clusters Score -1067610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1067617.000000 Penalty: 4522.639648
	Iteration 22Q: 3 clusters Score -1067617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1067620.500000 Penalty: 4522.639648
	Iteration 23Q: 3 clusters Score -1067620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1067622.250000 Penalty: 4522.639648
	Iteration 24Q: 3 clusters Score -1067622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1067626.375000 Penalty: 4522.639648
	Iteration 25Q: 3 clusters Score -1067626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1067627.000000 Penalty: 4522.639648
	Iteration 26Q: 3 clusters Score -1067627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1067628.875000 Penalty: 4522.639648
	Iteration 27Q: 3 clusters Score -1067629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1067629.500000 Penalty: 4522.639648
	Iteration 28Q: 3 clusters Score -1067630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1067630.125000 Penalty: 4522.639648
	Iteration 29Q: 3 clusters Score -1067630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1067630.125000 Penalty: 4522.639648
	Iteration 30F: 3 clusters Score -1067630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -298713.218750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -298713.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -295740.500000 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -295740.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296387.281250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -296387.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -296542.000000 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -296542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -296629.250000 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -296629.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -296698.656250 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -296698.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296749.062500 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -296749.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296788.062500 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -296788.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -296824.125000 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -296824.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -296853.562500 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -296853.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296876.593750 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -296876.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -296901.343750 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -296901.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -296923.593750 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -296923.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296938.187500 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -296938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296949.687500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -296949.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -296961.218750 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -296961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -296975.031250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -296975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -296988.343750 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -296988.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296999.250000 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -296999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -297011.593750 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -297011.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297034.343750 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -297034.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -297067.812500 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -297067.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -297111.718750 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -297111.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297162.593750 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -297162.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -297218.625000 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -297218.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -297272.687500 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -297272.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -297330.875000 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -297330.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -297387.500000 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -297387.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -297429.250000 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -297429.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -297471.906250 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -297471.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297512.218750 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -297512.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297550.687500 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -297550.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -297583.218750 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -297583.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -297619.437500 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -297619.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -297653.062500 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -297653.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -297687.906250 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -297687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -297706.343750 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -297706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -297720.843750 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -297720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -297728.031250 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -297728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -297733.656250 Penalty: 3900.561768
	Iteration 38Q: 3 clusters Score -297733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -297733.656250 Penalty: 3900.561768
	Iteration 39F: 3 clusters Score -297733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Entering Unmasked Estep 
Score: -8514529.000000 Penalty: 2770.923828
	Iteration 0F: 2 clusters Score -8514529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8466382.000000 Penalty: 5541.847656
	Iteration 0F: 3 clusters Score -8466382 nChanged 33413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -8485306.000000 Penalty: 5541.847656
	Iteration 1F: 3 clusters Score -8485306 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -8486028.000000 Penalty: 5541.847656
	Iteration 2Q: 3 clusters Score -8486028 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -8486670.000000 Penalty: 5541.847656
	Iteration 3Q: 3 clusters Score -8486670 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -8487337.000000 Penalty: 5541.847656
	Iteration 4Q: 3 clusters Score -8487337 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -8488126.000000 Penalty: 5541.847656
	Iteration 5Q: 3 clusters Score -8488126 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8488929.000000 Penalty: 5541.847656
	Iteration 6Q: 3 clusters Score -8488929 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -8489993.000000 Penalty: 5541.847656
	Iteration 7Q: 3 clusters Score -8489993 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8491424.000000 Penalty: 5541.847656
	Iteration 8Q: 3 clusters Score -8491424 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -8493295.000000 Penalty: 5541.847656
	Iteration 9F: 3 clusters Score -8493295 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -8495915.000000 Penalty: 5541.847656
	Iteration 10F: 3 clusters Score -8495915 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -8499010.000000 Penalty: 5541.847656
	Iteration 11F: 3 clusters Score -8499010 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -8502529.000000 Penalty: 5541.847656
	Iteration 12F: 3 clusters Score -8502529 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -8505823.000000 Penalty: 5541.847656
	Iteration 13F: 3 clusters Score -8505823 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -8508606.000000 Penalty: 5541.847656
	Iteration 14Q: 3 clusters Score -8508606 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -8510428.000000 Penalty: 5541.847656
	Iteration 15Q: 3 clusters Score -8510428 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -8511313.000000 Penalty: 5541.847656
	Iteration 16Q: 3 clusters Score -8511313 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -8511716.000000 Penalty: 5541.847656
	Iteration 17Q: 3 clusters Score -8511716 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -8511882.000000 Penalty: 5541.847656
	Iteration 18Q: 3 clusters Score -8511882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -8511956.000000 Penalty: 5541.847656
	Iteration 19Q: 3 clusters Score -8511956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -8512010.000000 Penalty: 5541.847656
	Iteration 20F: 3 clusters Score -8512010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -8512055.000000 Penalty: 5541.847656
	Iteration 21Q: 3 clusters Score -8512055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -8512075.000000 Penalty: 5541.847656
	Iteration 22Q: 3 clusters Score -8512075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -8512098.000000 Penalty: 5541.847656
	Iteration 23Q: 3 clusters Score -8512098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -8512119.000000 Penalty: 5541.847656
	Iteration 24Q: 3 clusters Score -8512119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -8512132.000000 Penalty: 5541.847656
	Iteration 25Q: 3 clusters Score -8512132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -8512146.000000 Penalty: 5541.847656
	Iteration 26Q: 3 clusters Score -8512146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -8512141.000000 Penalty: 5541.847656
	Iteration 27Q: 3 clusters Score -8512141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -8512140.000000 Penalty: 5541.847656
	Iteration 28Q: 3 clusters Score -8512140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -8512140.000000 Penalty: 5541.847656
	Iteration 29Q: 3 clusters Score -8512140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -8512140.000000 Penalty: 5541.847656
	Iteration 30F: 3 clusters Score -8512140 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135259248.000000 Penalty: 114415.375000
21->34 Clusters: Score -135259248.000000, best is -135256336.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 18707 members 
Mstep: Class 4 contains 18713 members 
Mstep: Class 5 contains 18642 members 
Mstep: Class 6 contains 18895 members 
Mstep: Class 7 contains 18688 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 18610 members 
Mstep: Class 14 contains 18716 members 
Mstep: Class 15 contains 18928 members 
Mstep: Class 16 contains 18657 members 
Mstep: Class 17 contains 18773 members 
Mstep: Class 18 contains 18906 members 
Mstep: Class 19 contains 18691 members 
Mstep: Class 20 contains 18512 members 
Mstep: Class 21 contains 18656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 648.838684 but Gain 3194.679688
Score: -42222492.000000 Penalty: 63893.531250
Iteration 0F: 21 clusters Score -4.222249e+07 nChanged 371316
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 19265 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 17215 members 
Mstep: Class 7 contains 34661 members 
Mstep: Class 8 contains 13531 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 42879 members 
Mstep: Class 15 contains 28015 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 11020 members 
Mstep: Class 19 contains 24193 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 33981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43619220.000000 Penalty: 63893.531250
Iteration 1F: 21 clusters Score -4.361922e+07 nChanged 160537
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 14760 members 
Mstep: Class 3 contains 33893 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 7 contains 37752 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 13178 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 58654 members 
Mstep: Class 15 contains 21284 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 8556 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 23503 members 
Mstep: Class 20 contains 15791 members 
Mstep: Class 21 contains 44522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44010220.000000 Penalty: 63893.531250
Iteration 2F: 21 clusters Score -4.401022e+07 nChanged 102787
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 17928 members 
Mstep: Class 3 contains 53665 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7704 members 
Mstep: Class 7 contains 33621 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 8468 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 17832 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 61789 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 21192 members 
Mstep: Class 20 contains 17082 members 
Mstep: Class 21 contains 41834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44234580.000000 Penalty: 63893.531250
Iteration 3F: 21 clusters Score -4.423458e+07 nChanged 89483
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 21267 members 
Mstep: Class 3 contains 77959 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 7 contains 26478 members 
Mstep: Class 8 contains 15630 members 
Mstep: Class 9 contains 9624 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 16819 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 58847 members 
Mstep: Class 15 contains 14574 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 6201 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 27855 members 
Mstep: Class 20 contains 19676 members 
Mstep: Class 21 contains 27229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44432152.000000 Penalty: 63893.531250
Iteration 4F: 21 clusters Score -4.443215e+07 nChanged 72040
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 22415 members 
Mstep: Class 3 contains 93572 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 7 contains 22201 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 14238 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 59896 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 35284 members 
Mstep: Class 20 contains 21781 members 
Mstep: Class 21 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44574368.000000 Penalty: 63893.531250
Iteration 5F: 21 clusters Score -4.457437e+07 nChanged 51231
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 22538 members 
Mstep: Class 3 contains 102442 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 7 contains 18818 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 11474 members 
Mstep: Class 12 contains 6338 members 
Mstep: Class 13 contains 9015 members 
Mstep: Class 14 contains 67805 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 9363 members 
Mstep: Class 19 contains 36047 members 
Mstep: Class 20 contains 21916 members 
Mstep: Class 21 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2044.520996 but Gain 3194.675781
Score: -44636940.000000 Penalty: 60698.855469
Iteration 6F: 20 clusters Score -4.463694e+07 nChanged 38455
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 22316 members 
Mstep: Class 3 contains 107757 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 9330 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 14 contains 73472 members 
Mstep: Class 15 contains 10641 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 35758 members 
Mstep: Class 20 contains 21740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44682228.000000 Penalty: 60698.855469
Iteration 7F: 20 clusters Score -4.468223e+07 nChanged 29663
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 109307 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 7 contains 14658 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 76658 members 
Mstep: Class 15 contains 9952 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 9368 members 
Mstep: Class 19 contains 35627 members 
Mstep: Class 20 contains 21495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44723344.000000 Penalty: 60698.855469
Iteration 8F: 20 clusters Score -4.472334e+07 nChanged 27526
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 21766 members 
Mstep: Class 3 contains 107800 members 
Mstep: Class 4 contains 8302 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 7997 members 
Mstep: Class 11 contains 8635 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 9266 members 
Mstep: Class 14 contains 77764 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 9220 members 
Mstep: Class 19 contains 38251 members 
Mstep: Class 20 contains 21278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44782412.000000 Penalty: 60698.855469
Iteration 9F: 20 clusters Score -4.478241e+07 nChanged 27323
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 21383 members 
Mstep: Class 3 contains 99187 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 7 contains 13632 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 7995 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 9402 members 
Mstep: Class 14 contains 77611 members 
Mstep: Class 15 contains 8869 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 9972 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 49862 members 
Mstep: Class 20 contains 21143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44841540.000000 Penalty: 60698.855469
Iteration 10F: 20 clusters Score -4.484154e+07 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 20847 members 
Mstep: Class 3 contains 87207 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 7 contains 11116 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 9983 members 
Mstep: Class 13 contains 9989 members 
Mstep: Class 14 contains 79779 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 62896 members 
Mstep: Class 20 contains 21067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44878332.000000 Penalty: 60698.855469
Iteration 11F: 20 clusters Score -4.487833e+07 nChanged 21023
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 20348 members 
Mstep: Class 3 contains 77692 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 81539 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 72643 members 
Mstep: Class 20 contains 21076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44912368.000000 Penalty: 60698.855469
Iteration 12F: 20 clusters Score -4.491237e+07 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 20122 members 
Mstep: Class 3 contains 71840 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 7891 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 13387 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 82226 members 
Mstep: Class 15 contains 7667 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 9602 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 78844 members 
Mstep: Class 20 contains 21247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44944652.000000 Penalty: 60698.855469
Iteration 13Q: 20 clusters Score -4.494465e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 19924 members 
Mstep: Class 3 contains 69428 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 7623 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 14 contains 82196 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 8810 members 
Mstep: Class 19 contains 81984 members 
Mstep: Class 20 contains 21600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44963260.000000 Penalty: 60698.855469
Iteration 14Q: 20 clusters Score -4.496326e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 19731 members 
Mstep: Class 3 contains 69061 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 7 contains 7465 members 
Mstep: Class 8 contains 3458 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 7395 members 
Mstep: Class 12 contains 15899 members 
Mstep: Class 13 contains 12810 members 
Mstep: Class 14 contains 81839 members 
Mstep: Class 15 contains 7198 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 83299 members 
Mstep: Class 20 contains 21797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44968596.000000 Penalty: 60698.855469
Iteration 15Q: 20 clusters Score -4.49686e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 68993 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 8128 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 16871 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 81281 members 
Mstep: Class 15 contains 7045 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 8684 members 
Mstep: Class 19 contains 84008 members 
Mstep: Class 20 contains 21892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44971468.000000 Penalty: 60698.855469
Iteration 16Q: 20 clusters Score -4.497147e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 19506 members 
Mstep: Class 3 contains 68963 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 13883 members 
Mstep: Class 14 contains 80657 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 84425 members 
Mstep: Class 20 contains 21954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44973684.000000 Penalty: 60698.855469
Iteration 17Q: 20 clusters Score -4.497368e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 19466 members 
Mstep: Class 3 contains 68884 members 
Mstep: Class 4 contains 7401 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 18493 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 80064 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 18 contains 8602 members 
Mstep: Class 19 contains 84680 members 
Mstep: Class 20 contains 21985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44975380.000000 Penalty: 60698.855469
Iteration 18Q: 20 clusters Score -4.497538e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 19468 members 
Mstep: Class 3 contains 68787 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 19053 members 
Mstep: Class 13 contains 14975 members 
Mstep: Class 14 contains 79537 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 6402 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 84819 members 
Mstep: Class 20 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44976744.000000 Penalty: 60698.855469
Iteration 19Q: 20 clusters Score -4.497674e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 19502 members 
Mstep: Class 3 contains 68693 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 7 contains 8677 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 19506 members 
Mstep: Class 13 contains 15530 members 
Mstep: Class 14 contains 79059 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 8507 members 
Mstep: Class 19 contains 84880 members 
Mstep: Class 20 contains 21981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44978292.000000 Penalty: 60698.855469
Iteration 20F: 20 clusters Score -4.497829e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 19542 members 
Mstep: Class 3 contains 68567 members 
Mstep: Class 4 contains 7293 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 19843 members 
Mstep: Class 13 contains 16082 members 
Mstep: Class 14 contains 78624 members 
Mstep: Class 15 contains 6564 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 8487 members 
Mstep: Class 19 contains 84902 members 
Mstep: Class 20 contains 21963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44979500.000000 Penalty: 60698.855469
Iteration 21Q: 20 clusters Score -4.49795e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 19543 members 
Mstep: Class 3 contains 68447 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 20107 members 
Mstep: Class 13 contains 16605 members 
Mstep: Class 14 contains 78246 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 7258 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 19 contains 84901 members 
Mstep: Class 20 contains 21929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44980508.000000 Penalty: 60698.855469
Iteration 22Q: 20 clusters Score -4.498051e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 19539 members 
Mstep: Class 3 contains 68362 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 20304 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 77924 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 84890 members 
Mstep: Class 20 contains 21884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44981540.000000 Penalty: 60698.855469
Iteration 23Q: 20 clusters Score -4.498154e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 19528 members 
Mstep: Class 3 contains 68276 members 
Mstep: Class 4 contains 7222 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 7 contains 9762 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 20470 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 77664 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 8451 members 
Mstep: Class 19 contains 84866 members 
Mstep: Class 20 contains 21828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44982140.000000 Penalty: 60698.855469
Iteration 24Q: 20 clusters Score -4.498214e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 19505 members 
Mstep: Class 3 contains 68176 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 20607 members 
Mstep: Class 13 contains 17912 members 
Mstep: Class 14 contains 77423 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 6887 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 84848 members 
Mstep: Class 20 contains 21732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44982836.000000 Penalty: 60698.855469
Iteration 25Q: 20 clusters Score -4.498284e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 19485 members 
Mstep: Class 3 contains 68092 members 
Mstep: Class 4 contains 7210 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 7 contains 10169 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 20695 members 
Mstep: Class 13 contains 18279 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 6244 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 6867 members 
Mstep: Class 18 contains 8437 members 
Mstep: Class 19 contains 84849 members 
Mstep: Class 20 contains 21621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44983424.000000 Penalty: 60698.855469
Iteration 26Q: 20 clusters Score -4.498342e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 19452 members 
Mstep: Class 3 contains 68025 members 
Mstep: Class 4 contains 7194 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 7 contains 10359 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 20801 members 
Mstep: Class 13 contains 18573 members 
Mstep: Class 14 contains 77000 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 8436 members 
Mstep: Class 19 contains 84850 members 
Mstep: Class 20 contains 21474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44983944.000000 Penalty: 60698.855469
Iteration 27Q: 20 clusters Score -4.498394e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 19425 members 
Mstep: Class 3 contains 67957 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 20891 members 
Mstep: Class 13 contains 18801 members 
Mstep: Class 14 contains 76819 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 6488 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 8437 members 
Mstep: Class 19 contains 84848 members 
Mstep: Class 20 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44984328.000000 Penalty: 60698.855469
Iteration 28Q: 20 clusters Score -4.498433e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 19398 members 
Mstep: Class 3 contains 67904 members 
Mstep: Class 4 contains 7178 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 20953 members 
Mstep: Class 13 contains 18975 members 
Mstep: Class 14 contains 76667 members 
Mstep: Class 15 contains 6038 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 84836 members 
Mstep: Class 20 contains 21098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44984724.000000 Penalty: 60698.855469
Iteration 29Q: 20 clusters Score -4.498472e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 19380 members 
Mstep: Class 3 contains 67866 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 7 contains 10804 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 21005 members 
Mstep: Class 13 contains 19098 members 
Mstep: Class 14 contains 76532 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 8436 members 
Mstep: Class 19 contains 84841 members 
Mstep: Class 20 contains 20883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44985008.000000 Penalty: 60698.855469
Iteration 30Q: 20 clusters Score -4.498501e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 19369 members 
Mstep: Class 3 contains 67811 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 7 contains 10924 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 19230 members 
Mstep: Class 14 contains 76408 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 8440 members 
Mstep: Class 19 contains 84848 members 
Mstep: Class 20 contains 20634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44985244.000000 Penalty: 60698.855469
Iteration 31Q: 20 clusters Score -4.498524e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 19352 members 
Mstep: Class 3 contains 67753 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 5667 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 19360 members 
Mstep: Class 14 contains 76281 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 7907 members 
Mstep: Class 18 contains 8446 members 
Mstep: Class 19 contains 84858 members 
Mstep: Class 20 contains 20331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44985588.000000 Penalty: 60698.855469
Iteration 32Q: 20 clusters Score -4.498559e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 19334 members 
Mstep: Class 3 contains 67690 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 19482 members 
Mstep: Class 14 contains 76173 members 
Mstep: Class 15 contains 5859 members 
Mstep: Class 16 contains 6557 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 18 contains 8456 members 
Mstep: Class 19 contains 84879 members 
Mstep: Class 20 contains 19911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44986372.000000 Penalty: 60698.855469
Iteration 33Q: 20 clusters Score -4.498637e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 19324 members 
Mstep: Class 3 contains 67620 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 5236 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 19604 members 
Mstep: Class 14 contains 76061 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 8475 members 
Mstep: Class 19 contains 84900 members 
Mstep: Class 20 contains 19397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44987224.000000 Penalty: 60698.855469
Iteration 34Q: 20 clusters Score -4.498722e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7196 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 7 contains 11369 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 5514 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 19693 members 
Mstep: Class 14 contains 75948 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 8500 members 
Mstep: Class 19 contains 84900 members 
Mstep: Class 20 contains 18902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44988376.000000 Penalty: 60698.855469
Iteration 35Q: 20 clusters Score -4.498838e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 67552 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 21325 members 
Mstep: Class 13 contains 19766 members 
Mstep: Class 14 contains 75861 members 
Mstep: Class 15 contains 5768 members 
Mstep: Class 16 contains 6598 members 
Mstep: Class 17 contains 9540 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 84897 members 
Mstep: Class 20 contains 18515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44988884.000000 Penalty: 60698.855469
Iteration 36Q: 20 clusters Score -4.498888e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 19288 members 
Mstep: Class 3 contains 67524 members 
Mstep: Class 4 contains 7262 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 21366 members 
Mstep: Class 13 contains 19829 members 
Mstep: Class 14 contains 75769 members 
Mstep: Class 15 contains 5739 members 
Mstep: Class 16 contains 6606 members 
Mstep: Class 17 contains 9743 members 
Mstep: Class 18 contains 8538 members 
Mstep: Class 19 contains 84866 members 
Mstep: Class 20 contains 18312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44989360.000000 Penalty: 60698.855469
Iteration 37Q: 20 clusters Score -4.498936e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 67503 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 19880 members 
Mstep: Class 14 contains 75686 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 9888 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 84827 members 
Mstep: Class 20 contains 18190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44989496.000000 Penalty: 60698.855469
Iteration 38Q: 20 clusters Score -4.49895e+07 nChanged 394
Entering ConstructFrom: 
Score: -44989496.000000 Penalty: 60698.855469
Entering ConstructFrom: 
Trying to split cluster 1 (11974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Entering Unmasked Estep 
Score: -1402084.000000 Penalty: 2328.842285
	Iteration 0F: 2 clusters Score -1402084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1393158.250000 Penalty: 4657.684570
	Iteration 0F: 3 clusters Score -1393158 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1395920.125000 Penalty: 4657.684570
	Iteration 1F: 3 clusters Score -1395920 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1396429.250000 Penalty: 4657.684570
	Iteration 2F: 3 clusters Score -1396429 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1396999.375000 Penalty: 4657.684570
	Iteration 3F: 3 clusters Score -1396999 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1397605.250000 Penalty: 4657.684570
	Iteration 4F: 3 clusters Score -1397605 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1398310.375000 Penalty: 4657.684570
	Iteration 5F: 3 clusters Score -1398310 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1398960.000000 Penalty: 4657.684570
	Iteration 6F: 3 clusters Score -1398960 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1399577.125000 Penalty: 4657.684570
	Iteration 7F: 3 clusters Score -1399577 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1400105.750000 Penalty: 4657.684570
	Iteration 8F: 3 clusters Score -1400106 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1400496.875000 Penalty: 4657.684570
	Iteration 9Q: 3 clusters Score -1400497 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1400732.125000 Penalty: 4657.684570
	Iteration 10Q: 3 clusters Score -1400732 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1400881.375000 Penalty: 4657.684570
	Iteration 11Q: 3 clusters Score -1400881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1400982.250000 Penalty: 4657.684570
	Iteration 12Q: 3 clusters Score -1400982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1401034.500000 Penalty: 4657.684570
	Iteration 13Q: 3 clusters Score -1401034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1401080.625000 Penalty: 4657.684570
	Iteration 14Q: 3 clusters Score -1401081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1401127.375000 Penalty: 4657.684570
	Iteration 15Q: 3 clusters Score -1401127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1401154.875000 Penalty: 4657.684570
	Iteration 16Q: 3 clusters Score -1401155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1401183.250000 Penalty: 4657.684570
	Iteration 17Q: 3 clusters Score -1401183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1401202.375000 Penalty: 4657.684570
	Iteration 18Q: 3 clusters Score -1401202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1401212.000000 Penalty: 4657.684570
	Iteration 19Q: 3 clusters Score -1401212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1401219.500000 Penalty: 4657.684570
	Iteration 20F: 3 clusters Score -1401220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1401225.375000 Penalty: 4657.684570
	Iteration 21Q: 3 clusters Score -1401225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1401228.875000 Penalty: 4657.684570
	Iteration 22Q: 3 clusters Score -1401229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1401231.625000 Penalty: 4657.684570
	Iteration 23Q: 3 clusters Score -1401232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1401230.000000 Penalty: 4657.684570
	Iteration 24Q: 3 clusters Score -1401230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1401232.000000 Penalty: 4657.684570
	Iteration 25Q: 3 clusters Score -1401232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1401233.250000 Penalty: 4657.684570
	Iteration 26Q: 3 clusters Score -1401233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1401234.250000 Penalty: 4657.684570
	Iteration 27Q: 3 clusters Score -1401234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1401234.375000 Penalty: 4657.684570
	Iteration 28Q: 3 clusters Score -1401234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1401235.500000 Penalty: 4657.684570
	Iteration 29Q: 3 clusters Score -1401236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1401235.500000 Penalty: 4657.684570
	Iteration 30F: 3 clusters Score -1401236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Entering Unmasked Estep 
Score: -2223621.500000 Penalty: 2447.023682
	Iteration 0F: 2 clusters Score -2223622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2210087.750000 Penalty: 4894.047363
	Iteration 0F: 3 clusters Score -2210088 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2216001.750000 Penalty: 4894.047363
	Iteration 1F: 3 clusters Score -2216002 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2218513.000000 Penalty: 4894.047363
	Iteration 2F: 3 clusters Score -2218513 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2221554.250000 Penalty: 4894.047363
	Iteration 3F: 3 clusters Score -2221554 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2223752.000000 Penalty: 4894.047363
	Iteration 4F: 3 clusters Score -2223752 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2224779.500000 Penalty: 4894.047363
	Iteration 5F: 3 clusters Score -2224780 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2225180.000000 Penalty: 4894.047363
	Iteration 6Q: 3 clusters Score -2225180 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2225360.500000 Penalty: 4894.047363
	Iteration 7Q: 3 clusters Score -2225360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2225437.500000 Penalty: 4894.047363
	Iteration 8Q: 3 clusters Score -2225438 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2225482.500000 Penalty: 4894.047363
	Iteration 9Q: 3 clusters Score -2225482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2225508.750000 Penalty: 4894.047363
	Iteration 10Q: 3 clusters Score -2225509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2225523.750000 Penalty: 4894.047363
	Iteration 11Q: 3 clusters Score -2225524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2225531.250000 Penalty: 4894.047363
	Iteration 12Q: 3 clusters Score -2225531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2225538.000000 Penalty: 4894.047363
	Iteration 13Q: 3 clusters Score -2225538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2225538.750000 Penalty: 4894.047363
	Iteration 14Q: 3 clusters Score -2225539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2225544.500000 Penalty: 4894.047363
	Iteration 15Q: 3 clusters Score -2225544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2225556.250000 Penalty: 4894.047363
	Iteration 16Q: 3 clusters Score -2225556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2225563.000000 Penalty: 4894.047363
	Iteration 17Q: 3 clusters Score -2225563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2225568.500000 Penalty: 4894.047363
	Iteration 18Q: 3 clusters Score -2225568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2225573.000000 Penalty: 4894.047363
	Iteration 19Q: 3 clusters Score -2225573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2225575.250000 Penalty: 4894.047363
	Iteration 20F: 3 clusters Score -2225575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2225581.500000 Penalty: 4894.047363
	Iteration 21Q: 3 clusters Score -2225582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2225579.500000 Penalty: 4894.047363
	Iteration 22Q: 3 clusters Score -2225580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2225582.250000 Penalty: 4894.047363
	Iteration 23Q: 3 clusters Score -2225582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2225586.500000 Penalty: 4894.047363
	Iteration 24Q: 3 clusters Score -2225586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2225582.000000 Penalty: 4894.047363
	Iteration 25Q: 3 clusters Score -2225582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2225587.500000 Penalty: 4894.047363
	Iteration 26Q: 3 clusters Score -2225588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2225587.750000 Penalty: 4894.047363
	Iteration 27Q: 3 clusters Score -2225588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2225585.750000 Penalty: 4894.047363
	Iteration 28Q: 3 clusters Score -2225586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2225586.750000 Penalty: 4894.047363
	Iteration 29Q: 3 clusters Score -2225587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2225586.750000 Penalty: 4894.047363
	Iteration 30F: 3 clusters Score -2225587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Entering Unmasked Estep 
Score: -44990492.000000 Penalty: 63893.531250
Splitting cluster 2 changes total score from -44989496.000000 to -44990492.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (67481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Entering Unmasked Estep 
Score: -8042048.000000 Penalty: 2757.661133
	Iteration 0F: 2 clusters Score -8042048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7996885.000000 Penalty: 5515.322266
	Iteration 0F: 3 clusters Score -7996885 nChanged 31441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -8015401.000000 Penalty: 5515.322266
	Iteration 1F: 3 clusters Score -8015401 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -8016725.500000 Penalty: 5515.322266
	Iteration 2Q: 3 clusters Score -8016726 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8018465.000000 Penalty: 5515.322266
	Iteration 3F: 3 clusters Score -8018465 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8020827.500000 Penalty: 5515.322266
	Iteration 4F: 3 clusters Score -8020828 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8023723.500000 Penalty: 5515.322266
	Iteration 5F: 3 clusters Score -8023724 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8026873.500000 Penalty: 5515.322266
	Iteration 6F: 3 clusters Score -8026874 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -8029937.500000 Penalty: 5515.322266
	Iteration 7F: 3 clusters Score -8029938 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -8032621.000000 Penalty: 5515.322266
	Iteration 8F: 3 clusters Score -8032621 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -8034919.500000 Penalty: 5515.322266
	Iteration 9Q: 3 clusters Score -8034920 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -8036508.000000 Penalty: 5515.322266
	Iteration 10Q: 3 clusters Score -8036508 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8037476.000000 Penalty: 5515.322266
	Iteration 11Q: 3 clusters Score -8037476 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8038092.000000 Penalty: 5515.322266
	Iteration 12Q: 3 clusters Score -8038092 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8038526.500000 Penalty: 5515.322266
	Iteration 13Q: 3 clusters Score -8038526 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8038831.500000 Penalty: 5515.322266
	Iteration 14Q: 3 clusters Score -8038832 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8039029.000000 Penalty: 5515.322266
	Iteration 15Q: 3 clusters Score -8039029 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8039176.000000 Penalty: 5515.322266
	Iteration 16Q: 3 clusters Score -8039176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8039312.000000 Penalty: 5515.322266
	Iteration 17Q: 3 clusters Score -8039312 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8039415.000000 Penalty: 5515.322266
	Iteration 18Q: 3 clusters Score -8039415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8039477.500000 Penalty: 5515.322266
	Iteration 19Q: 3 clusters Score -8039478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8039551.500000 Penalty: 5515.322266
	Iteration 20F: 3 clusters Score -8039552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8039597.000000 Penalty: 5515.322266
	Iteration 21Q: 3 clusters Score -8039597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8039634.500000 Penalty: 5515.322266
	Iteration 22Q: 3 clusters Score -8039634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8039681.000000 Penalty: 5515.322266
	Iteration 23Q: 3 clusters Score -8039681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8039720.500000 Penalty: 5515.322266
	Iteration 24Q: 3 clusters Score -8039720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8039747.500000 Penalty: 5515.322266
	Iteration 25Q: 3 clusters Score -8039748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8039766.500000 Penalty: 5515.322266
	Iteration 26Q: 3 clusters Score -8039766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8039793.000000 Penalty: 5515.322266
	Iteration 27Q: 3 clusters Score -8039793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8039787.000000 Penalty: 5515.322266
	Iteration 28Q: 3 clusters Score -8039787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8039789.000000 Penalty: 5515.322266
	Iteration 29Q: 3 clusters Score -8039789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8039781.500000 Penalty: 5515.322266
	Iteration 30Q: 3 clusters Score -8039782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8039786.000000 Penalty: 5515.322266
	Iteration 31Q: 3 clusters Score -8039786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8039787.500000 Penalty: 5515.322266
	Iteration 32Q: 3 clusters Score -8039788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8039784.500000 Penalty: 5515.322266
	Iteration 33Q: 3 clusters Score -8039784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8039786.500000 Penalty: 5515.322266
	Iteration 34Q: 3 clusters Score -8039786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8039791.500000 Penalty: 5515.322266
	Iteration 35Q: 3 clusters Score -8039792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8039795.500000 Penalty: 5515.322266
	Iteration 36Q: 3 clusters Score -8039796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8039797.000000 Penalty: 5515.322266
	Iteration 37Q: 3 clusters Score -8039797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8039806.500000 Penalty: 5515.322266
	Iteration 38Q: 3 clusters Score -8039806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8039799.000000 Penalty: 5515.322266
	Iteration 39Q: 3 clusters Score -8039799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8039797.000000 Penalty: 5515.322266
	Iteration 40F: 3 clusters Score -8039797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8039791.000000 Penalty: 5515.322266
	Iteration 41Q: 3 clusters Score -8039791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8039798.500000 Penalty: 5515.322266
	Iteration 42Q: 3 clusters Score -8039798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8039803.000000 Penalty: 5515.322266
	Iteration 43Q: 3 clusters Score -8039803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8039803.500000 Penalty: 5515.322266
	Iteration 44Q: 3 clusters Score -8039804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8039803.500000 Penalty: 5515.322266
	Iteration 45F: 3 clusters Score -8039804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -814478.500000 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -814478.5 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 3656 members 
Entering Unmasked Estep 
Score: -808513.500000 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -808513.5 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -810303.250000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -810303.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -810907.812500 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -810907.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -811557.500000 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -811557.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -812279.625000 Penalty: 4412.979492
	Iteration 4F: 3 clusters Score -812279.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -813020.000000 Penalty: 4412.979492
	Iteration 5F: 3 clusters Score -813020 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -813631.625000 Penalty: 4412.979492
	Iteration 6F: 3 clusters Score -813631.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -814081.875000 Penalty: 4412.979492
	Iteration 7F: 3 clusters Score -814081.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -814460.312500 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -814460.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -814718.687500 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -814718.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -814832.625000 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -814832.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -814903.312500 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -814903.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -814947.812500 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -814947.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -814986.750000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -814986.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -815024.250000 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -815024.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -815057.250000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -815057.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -815078.187500 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -815078.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -815098.937500 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -815098.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -815123.250000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -815123.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -815141.562500 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -815141.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -815164.562500 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -815164.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -815184.625000 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -815184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -815194.375000 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -815194.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -815204.812500 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -815204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -815208.937500 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -815208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -815212.937500 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -815212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -815218.625000 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -815218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -815220.062500 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -815220.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -815223.250000 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -815223.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -815224.312500 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -815224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -815225.312500 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -815225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -815227.687500 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -815227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -815227.812500 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -815227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -815228.750000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -815228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -815228.937500 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -815228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -815229.437500 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -815229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -815229.937500 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -815229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -815230.000000 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -815230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -815230.000000 Penalty: 4412.979492
	Iteration 38F: 3 clusters Score -815230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Entering Unmasked Estep 
Score: -44990172.000000 Penalty: 67088.210938
Splitting cluster 4 changes total score from -44989496.000000 to -44990172.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -241925.093750 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -241925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239145.187500 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -239145.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -240074.906250 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -240074.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240580.375000 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -240580.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -241333.234375 Penalty: 3861.511230
	Iteration 3F: 3 clusters Score -241333.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242484.437500 Penalty: 3861.511230
	Iteration 4F: 3 clusters Score -242484.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -243453.312500 Penalty: 3861.511230
	Iteration 5F: 3 clusters Score -243453.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -243772.109375 Penalty: 3861.511230
	Iteration 6F: 3 clusters Score -243772.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -243851.765625 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -243851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -243897.234375 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -243897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243932.937500 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -243932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243955.234375 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -243955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243962.531250 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -243962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243967.546875 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -243967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -243969.921875 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -243969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243970.515625 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -243970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243970.515625 Penalty: 3861.511230
	Iteration 15F: 3 clusters Score -243970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Entering Unmasked Estep 
Score: -44990992.000000 Penalty: 70282.882812
Splitting cluster 5 changes total score from -44989496.000000 to -44990992.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -1406541.750000 Penalty: 2322.931641
	Iteration 0F: 2 clusters Score -1406542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1397763.000000 Penalty: 4645.863281
	Iteration 0F: 3 clusters Score -1397763 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1400300.500000 Penalty: 4645.863281
	Iteration 1F: 3 clusters Score -1400300 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1400604.250000 Penalty: 4645.863281
	Iteration 2F: 3 clusters Score -1400604 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1400843.750000 Penalty: 4645.863281
	Iteration 3F: 3 clusters Score -1400844 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1401030.250000 Penalty: 4645.863281
	Iteration 4Q: 3 clusters Score -1401030 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1401195.125000 Penalty: 4645.863281
	Iteration 5Q: 3 clusters Score -1401195 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1401323.500000 Penalty: 4645.863281
	Iteration 6Q: 3 clusters Score -1401324 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1401474.000000 Penalty: 4645.863281
	Iteration 7Q: 3 clusters Score -1401474 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1401642.875000 Penalty: 4645.863281
	Iteration 8Q: 3 clusters Score -1401643 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1401854.875000 Penalty: 4645.863281
	Iteration 9Q: 3 clusters Score -1401855 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1402129.750000 Penalty: 4645.863281
	Iteration 10Q: 3 clusters Score -1402130 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1402473.125000 Penalty: 4645.863281
	Iteration 11Q: 3 clusters Score -1402473 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1402819.625000 Penalty: 4645.863281
	Iteration 12Q: 3 clusters Score -1402820 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1403159.375000 Penalty: 4645.863281
	Iteration 13Q: 3 clusters Score -1403159 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1403493.625000 Penalty: 4645.863281
	Iteration 14Q: 3 clusters Score -1403494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1403766.750000 Penalty: 4645.863281
	Iteration 15Q: 3 clusters Score -1403767 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1403974.625000 Penalty: 4645.863281
	Iteration 16Q: 3 clusters Score -1403975 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1404118.125000 Penalty: 4645.863281
	Iteration 17Q: 3 clusters Score -1404118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1404209.625000 Penalty: 4645.863281
	Iteration 18Q: 3 clusters Score -1404210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1404270.625000 Penalty: 4645.863281
	Iteration 19Q: 3 clusters Score -1404271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1404336.250000 Penalty: 4645.863281
	Iteration 20F: 3 clusters Score -1404336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1404386.250000 Penalty: 4645.863281
	Iteration 21Q: 3 clusters Score -1404386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1404433.500000 Penalty: 4645.863281
	Iteration 22Q: 3 clusters Score -1404434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1404468.500000 Penalty: 4645.863281
	Iteration 23Q: 3 clusters Score -1404468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1404495.000000 Penalty: 4645.863281
	Iteration 24Q: 3 clusters Score -1404495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1404506.375000 Penalty: 4645.863281
	Iteration 25Q: 3 clusters Score -1404506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1404521.875000 Penalty: 4645.863281
	Iteration 26Q: 3 clusters Score -1404522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1404531.000000 Penalty: 4645.863281
	Iteration 27Q: 3 clusters Score -1404531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1404542.375000 Penalty: 4645.863281
	Iteration 28Q: 3 clusters Score -1404542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1404549.875000 Penalty: 4645.863281
	Iteration 29Q: 3 clusters Score -1404550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1404563.250000 Penalty: 4645.863281
	Iteration 30Q: 3 clusters Score -1404563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1404575.250000 Penalty: 4645.863281
	Iteration 31Q: 3 clusters Score -1404575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1404580.875000 Penalty: 4645.863281
	Iteration 32Q: 3 clusters Score -1404581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1404587.000000 Penalty: 4645.863281
	Iteration 33Q: 3 clusters Score -1404587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1404593.000000 Penalty: 4645.863281
	Iteration 34Q: 3 clusters Score -1404593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1404595.625000 Penalty: 4645.863281
	Iteration 35Q: 3 clusters Score -1404596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1404594.875000 Penalty: 4645.863281
	Iteration 36Q: 3 clusters Score -1404595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1404596.250000 Penalty: 4645.863281
	Iteration 37Q: 3 clusters Score -1404596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1404596.250000 Penalty: 4645.863281
	Iteration 38F: 3 clusters Score -1404596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -323694.343750 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -323694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -320474.968750 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -320475 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -321246.781250 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -321246.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -321491.531250 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -321491.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321601.500000 Penalty: 3975.602539
	Iteration 3Q: 3 clusters Score -321601.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321702.968750 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -321703 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -321827.625000 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -321827.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -321984.812500 Penalty: 3975.602539
	Iteration 6F: 3 clusters Score -321984.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -322162.718750 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -322162.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -322392.718750 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -322392.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -322598.187500 Penalty: 3975.602539
	Iteration 9F: 3 clusters Score -322598.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -322761.437500 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -322761.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -322841.843750 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -322841.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -322886.687500 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -322886.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -322928.875000 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -322928.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -322953.437500 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -322953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -322963.968750 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -322964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -322972.968750 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -322973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -322979.656250 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -322979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -322986.281250 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -322986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -322987.750000 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -322987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -322988.062500 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -322988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -516707.250000 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -516707.2 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 2583 members 
Entering Unmasked Estep 
Score: -512176.343750 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -512176.3 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -514226.187500 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -514226.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -515460.031250 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -515460 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -516212.343750 Penalty: 4247.119141
	Iteration 3F: 3 clusters Score -516212.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -516634.906250 Penalty: 4247.119141
	Iteration 4F: 3 clusters Score -516634.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -516884.062500 Penalty: 4247.119141
	Iteration 5F: 3 clusters Score -516884.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -517017.218750 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -517017.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -517113.312500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -517113.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -517168.000000 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -517168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -517201.843750 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -517201.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -517224.562500 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -517224.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -517238.062500 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -517238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -517250.125000 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -517250.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -517264.187500 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -517264.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -517281.812500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -517281.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -517301.156250 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -517301.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -517319.968750 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -517320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -517340.187500 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -517340.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -517356.625000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -517356.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -517368.312500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -517368.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -517374.687500 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -517374.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -517385.781250 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -517385.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -517395.531250 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -517395.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -517404.531250 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -517404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -517408.656250 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -517408.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -517414.687500 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -517414.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -517424.406250 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -517424.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517432.000000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -517432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517444.718750 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -517444.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -517460.093750 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -517460.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -517471.656250 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -517471.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -517479.906250 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -517479.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -517494.156250 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -517494.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -517508.687500 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -517508.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -517522.687500 Penalty: 4247.119141
	Iteration 34Q: 3 clusters Score -517522.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -517548.750000 Penalty: 4247.119141
	Iteration 35Q: 3 clusters Score -517548.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -517562.593750 Penalty: 4247.119141
	Iteration 36Q: 3 clusters Score -517562.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -517570.718750 Penalty: 4247.119141
	Iteration 37Q: 3 clusters Score -517570.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -517578.656250 Penalty: 4247.119141
	Iteration 38Q: 3 clusters Score -517578.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -517585.843750 Penalty: 4247.119141
	Iteration 39Q: 3 clusters Score -517585.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -517594.031250 Penalty: 4247.119141
	Iteration 40F: 3 clusters Score -517594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -517595.875000 Penalty: 4247.119141
	Iteration 41Q: 3 clusters Score -517595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -517597.656250 Penalty: 4247.119141
	Iteration 42Q: 3 clusters Score -517597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -517599.562500 Penalty: 4247.119141
	Iteration 43Q: 3 clusters Score -517599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -517601.656250 Penalty: 4247.119141
	Iteration 44Q: 3 clusters Score -517601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -517602.437500 Penalty: 4247.119141
	Iteration 45Q: 3 clusters Score -517602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -517605.531250 Penalty: 4247.119141
	Iteration 46Q: 3 clusters Score -517605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -517606.718750 Penalty: 4247.119141
	Iteration 47Q: 3 clusters Score -517606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -517607.687500 Penalty: 4247.119141
	Iteration 48Q: 3 clusters Score -517607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -517608.406250 Penalty: 4247.119141
	Iteration 49Q: 3 clusters Score -517608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -517608.218750 Penalty: 4247.119141
	Iteration 50Q: 3 clusters Score -517608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -517608.218750 Penalty: 4247.119141
	Iteration 51F: 3 clusters Score -517608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Entering Unmasked Estep 
Score: -44990832.000000 Penalty: 73477.562500
Splitting cluster 9 changes total score from -44989496.000000 to -44990832.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (8512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Entering Unmasked Estep 
Score: -973740.937500 Penalty: 2244.209717
	Iteration 0F: 2 clusters Score -973740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -966971.937500 Penalty: 4488.419434
	Iteration 0F: 3 clusters Score -966971.9 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -969408.062500 Penalty: 4488.419434
	Iteration 1F: 3 clusters Score -969408.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -970795.312500 Penalty: 4488.419434
	Iteration 2F: 3 clusters Score -970795.3 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -972943.125000 Penalty: 4488.419434
	Iteration 3F: 3 clusters Score -972943.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -974363.250000 Penalty: 4488.419434
	Iteration 4F: 3 clusters Score -974363.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -974959.750000 Penalty: 4488.419434
	Iteration 5F: 3 clusters Score -974959.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -975207.812500 Penalty: 4488.419434
	Iteration 6Q: 3 clusters Score -975207.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -975326.187500 Penalty: 4488.419434
	Iteration 7Q: 3 clusters Score -975326.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -975401.125000 Penalty: 4488.419434
	Iteration 8Q: 3 clusters Score -975401.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -975447.375000 Penalty: 4488.419434
	Iteration 9Q: 3 clusters Score -975447.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -975465.937500 Penalty: 4488.419434
	Iteration 10Q: 3 clusters Score -975465.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -975479.000000 Penalty: 4488.419434
	Iteration 11Q: 3 clusters Score -975479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -975485.500000 Penalty: 4488.419434
	Iteration 12Q: 3 clusters Score -975485.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -975489.687500 Penalty: 4488.419434
	Iteration 13Q: 3 clusters Score -975489.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -975496.687500 Penalty: 4488.419434
	Iteration 14Q: 3 clusters Score -975496.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -975502.375000 Penalty: 4488.419434
	Iteration 15Q: 3 clusters Score -975502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -975507.437500 Penalty: 4488.419434
	Iteration 16Q: 3 clusters Score -975507.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -975514.625000 Penalty: 4488.419434
	Iteration 17Q: 3 clusters Score -975514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -975517.625000 Penalty: 4488.419434
	Iteration 18Q: 3 clusters Score -975517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -975527.125000 Penalty: 4488.419434
	Iteration 19Q: 3 clusters Score -975527.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -975529.812500 Penalty: 4488.419434
	Iteration 20F: 3 clusters Score -975529.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -975538.125000 Penalty: 4488.419434
	Iteration 21Q: 3 clusters Score -975538.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -975544.000000 Penalty: 4488.419434
	Iteration 22Q: 3 clusters Score -975544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -975553.250000 Penalty: 4488.419434
	Iteration 23Q: 3 clusters Score -975553.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -975557.437500 Penalty: 4488.419434
	Iteration 24Q: 3 clusters Score -975557.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -975562.937500 Penalty: 4488.419434
	Iteration 25Q: 3 clusters Score -975562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -975570.562500 Penalty: 4488.419434
	Iteration 26Q: 3 clusters Score -975570.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -975580.312500 Penalty: 4488.419434
	Iteration 27Q: 3 clusters Score -975580.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -975590.062500 Penalty: 4488.419434
	Iteration 28Q: 3 clusters Score -975590.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -975604.250000 Penalty: 4488.419434
	Iteration 29Q: 3 clusters Score -975604.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -975620.500000 Penalty: 4488.419434
	Iteration 30Q: 3 clusters Score -975620.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -975642.750000 Penalty: 4488.419434
	Iteration 31Q: 3 clusters Score -975642.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -975674.187500 Penalty: 4488.419434
	Iteration 32Q: 3 clusters Score -975674.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -975709.187500 Penalty: 4488.419434
	Iteration 33Q: 3 clusters Score -975709.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -975756.500000 Penalty: 4488.419434
	Iteration 34Q: 3 clusters Score -975756.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -975802.562500 Penalty: 4488.419434
	Iteration 35Q: 3 clusters Score -975802.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -975858.812500 Penalty: 4488.419434
	Iteration 36Q: 3 clusters Score -975858.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -975917.562500 Penalty: 4488.419434
	Iteration 37Q: 3 clusters Score -975917.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -975962.750000 Penalty: 4488.419434
	Iteration 38Q: 3 clusters Score -975962.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -975986.625000 Penalty: 4488.419434
	Iteration 39Q: 3 clusters Score -975986.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -976011.125000 Penalty: 4488.419434
	Iteration 40F: 3 clusters Score -976011.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -976027.125000 Penalty: 4488.419434
	Iteration 41Q: 3 clusters Score -976027.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -976039.687500 Penalty: 4488.419434
	Iteration 42Q: 3 clusters Score -976039.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -976049.000000 Penalty: 4488.419434
	Iteration 43Q: 3 clusters Score -976049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -976051.937500 Penalty: 4488.419434
	Iteration 44Q: 3 clusters Score -976051.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -976059.000000 Penalty: 4488.419434
	Iteration 45Q: 3 clusters Score -976059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -976061.312500 Penalty: 4488.419434
	Iteration 46Q: 3 clusters Score -976061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -976063.750000 Penalty: 4488.419434
	Iteration 47Q: 3 clusters Score -976063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -976066.437500 Penalty: 4488.419434
	Iteration 48Q: 3 clusters Score -976066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -976067.000000 Penalty: 4488.419434
	Iteration 49Q: 3 clusters Score -976067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -976069.062500 Penalty: 4488.419434
	Iteration 50Q: 3 clusters Score -976069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -976067.500000 Penalty: 4488.419434
	Iteration 51Q: 3 clusters Score -976067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -976071.062500 Penalty: 4488.419434
	Iteration 52Q: 3 clusters Score -976071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -976071.062500 Penalty: 4488.419434
	Iteration 53F: 3 clusters Score -976071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 4264 members 
Entering Unmasked Estep 
Score: -44992180.000000 Penalty: 76672.242188
Splitting cluster 10 changes total score from -44989496.000000 to -44992180.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -615314.125000 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -615314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -610596.812500 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -610596.8 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -611730.250000 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -611730.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -611938.250000 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -611938.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -612104.687500 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -612104.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -612213.375000 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -612213.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -612295.812500 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -612295.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -612375.687500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -612375.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -612457.437500 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -612457.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -612517.937500 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -612517.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -612582.437500 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -612582.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -612636.500000 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -612636.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -612697.875000 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -612697.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -612762.437500 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -612762.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -612833.062500 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -612833.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -612891.125000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -612891.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -612952.000000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -612952 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -613011.625000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -613011.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -613071.437500 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -613071.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -613136.437500 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -613136.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -613204.187500 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -613204.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -613281.750000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -613281.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -613360.687500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -613360.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -613418.125000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -613418.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -613468.750000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -613468.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -613524.750000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -613524.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -613607.125000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -613607.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -613741.437500 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -613741.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -613927.812500 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -613927.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -614116.812500 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -614116.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -614269.062500 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -614269.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -614417.500000 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -614417.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -614533.125000 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -614533.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -614636.312500 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -614636.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -614697.875000 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -614697.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -614717.500000 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -614717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -614725.062500 Penalty: 4261.228516
	Iteration 35Q: 3 clusters Score -614725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -614732.250000 Penalty: 4261.228516
	Iteration 36Q: 3 clusters Score -614732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -614738.125000 Penalty: 4261.228516
	Iteration 37Q: 3 clusters Score -614738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -614740.250000 Penalty: 4261.228516
	Iteration 38Q: 3 clusters Score -614740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -614741.500000 Penalty: 4261.228516
	Iteration 39Q: 3 clusters Score -614741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -614742.000000 Penalty: 4261.228516
	Iteration 40F: 3 clusters Score -614742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -614741.562500 Penalty: 4261.228516
	Iteration 41Q: 3 clusters Score -614741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -614741.562500 Penalty: 4261.228516
	Iteration 42F: 3 clusters Score -614741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Entering Unmasked Estep 
Score: -2340054.000000 Penalty: 2473.075928
	Iteration 0F: 2 clusters Score -2340054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2325103.250000 Penalty: 4946.151855
	Iteration 0F: 3 clusters Score -2325103 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2330719.500000 Penalty: 4946.151855
	Iteration 1F: 3 clusters Score -2330720 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2331879.750000 Penalty: 4946.151855
	Iteration 2F: 3 clusters Score -2331880 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2333247.000000 Penalty: 4946.151855
	Iteration 3F: 3 clusters Score -2333247 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2334696.250000 Penalty: 4946.151855
	Iteration 4F: 3 clusters Score -2334696 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2335960.250000 Penalty: 4946.151855
	Iteration 5F: 3 clusters Score -2335960 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2336817.000000 Penalty: 4946.151855
	Iteration 6F: 3 clusters Score -2336817 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2337287.000000 Penalty: 4946.151855
	Iteration 7Q: 3 clusters Score -2337287 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2337560.250000 Penalty: 4946.151855
	Iteration 8Q: 3 clusters Score -2337560 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2337750.750000 Penalty: 4946.151855
	Iteration 9Q: 3 clusters Score -2337751 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2337913.250000 Penalty: 4946.151855
	Iteration 10Q: 3 clusters Score -2337913 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2338063.500000 Penalty: 4946.151855
	Iteration 11Q: 3 clusters Score -2338064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2338143.250000 Penalty: 4946.151855
	Iteration 12Q: 3 clusters Score -2338143 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2338212.750000 Penalty: 4946.151855
	Iteration 13Q: 3 clusters Score -2338213 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2338266.750000 Penalty: 4946.151855
	Iteration 14Q: 3 clusters Score -2338267 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2338320.500000 Penalty: 4946.151855
	Iteration 15Q: 3 clusters Score -2338320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2338376.500000 Penalty: 4946.151855
	Iteration 16Q: 3 clusters Score -2338376 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2338444.500000 Penalty: 4946.151855
	Iteration 17Q: 3 clusters Score -2338444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2338494.250000 Penalty: 4946.151855
	Iteration 18Q: 3 clusters Score -2338494 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2338549.750000 Penalty: 4946.151855
	Iteration 19Q: 3 clusters Score -2338550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2338599.750000 Penalty: 4946.151855
	Iteration 20F: 3 clusters Score -2338600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2338637.000000 Penalty: 4946.151855
	Iteration 21Q: 3 clusters Score -2338637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2338701.250000 Penalty: 4946.151855
	Iteration 22Q: 3 clusters Score -2338701 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2338766.000000 Penalty: 4946.151855
	Iteration 23Q: 3 clusters Score -2338766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2338861.500000 Penalty: 4946.151855
	Iteration 24Q: 3 clusters Score -2338862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2339001.750000 Penalty: 4946.151855
	Iteration 25Q: 3 clusters Score -2339002 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2339192.000000 Penalty: 4946.151855
	Iteration 26Q: 3 clusters Score -2339192 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2339532.750000 Penalty: 4946.151855
	Iteration 27Q: 3 clusters Score -2339533 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2339984.250000 Penalty: 4946.151855
	Iteration 28Q: 3 clusters Score -2339984 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2340271.500000 Penalty: 4946.151855
	Iteration 29Q: 3 clusters Score -2340272 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2340388.000000 Penalty: 4946.151855
	Iteration 30Q: 3 clusters Score -2340388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2340444.000000 Penalty: 4946.151855
	Iteration 31Q: 3 clusters Score -2340444 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2340493.500000 Penalty: 4946.151855
	Iteration 32Q: 3 clusters Score -2340494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2340543.750000 Penalty: 4946.151855
	Iteration 33Q: 3 clusters Score -2340544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2340588.500000 Penalty: 4946.151855
	Iteration 34Q: 3 clusters Score -2340588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2340624.500000 Penalty: 4946.151855
	Iteration 35Q: 3 clusters Score -2340624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2340655.250000 Penalty: 4946.151855
	Iteration 36Q: 3 clusters Score -2340655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2340690.500000 Penalty: 4946.151855
	Iteration 37Q: 3 clusters Score -2340690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2340717.750000 Penalty: 4946.151855
	Iteration 38Q: 3 clusters Score -2340718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2340739.750000 Penalty: 4946.151855
	Iteration 39Q: 3 clusters Score -2340740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2340767.250000 Penalty: 4946.151855
	Iteration 40F: 3 clusters Score -2340767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2340781.750000 Penalty: 4946.151855
	Iteration 41Q: 3 clusters Score -2340782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2340792.250000 Penalty: 4946.151855
	Iteration 42Q: 3 clusters Score -2340792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2340806.000000 Penalty: 4946.151855
	Iteration 43Q: 3 clusters Score -2340806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2340818.250000 Penalty: 4946.151855
	Iteration 44Q: 3 clusters Score -2340818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2340824.500000 Penalty: 4946.151855
	Iteration 45Q: 3 clusters Score -2340824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2340835.750000 Penalty: 4946.151855
	Iteration 46Q: 3 clusters Score -2340836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2340843.000000 Penalty: 4946.151855
	Iteration 47Q: 3 clusters Score -2340843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2340857.500000 Penalty: 4946.151855
	Iteration 48Q: 3 clusters Score -2340858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2340869.750000 Penalty: 4946.151855
	Iteration 49Q: 3 clusters Score -2340870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2340879.000000 Penalty: 4946.151855
	Iteration 50Q: 3 clusters Score -2340879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2340887.250000 Penalty: 4946.151855
	Iteration 51Q: 3 clusters Score -2340887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2340899.000000 Penalty: 4946.151855
	Iteration 52Q: 3 clusters Score -2340899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2340909.250000 Penalty: 4946.151855
	Iteration 53Q: 3 clusters Score -2340909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2340915.250000 Penalty: 4946.151855
	Iteration 54Q: 3 clusters Score -2340915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2340930.750000 Penalty: 4946.151855
	Iteration 55Q: 3 clusters Score -2340931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2340943.750000 Penalty: 4946.151855
	Iteration 56Q: 3 clusters Score -2340944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2340952.500000 Penalty: 4946.151855
	Iteration 57Q: 3 clusters Score -2340952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2340976.250000 Penalty: 4946.151855
	Iteration 58Q: 3 clusters Score -2340976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2341003.250000 Penalty: 4946.151855
	Iteration 59Q: 3 clusters Score -2341003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2341003.500000 Penalty: 4946.151855
	Iteration 60F: 3 clusters Score -2341004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2341024.500000 Penalty: 4946.151855
	Iteration 61Q: 3 clusters Score -2341024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2341038.000000 Penalty: 4946.151855
	Iteration 62Q: 3 clusters Score -2341038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2341048.750000 Penalty: 4946.151855
	Iteration 63Q: 3 clusters Score -2341049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2341065.750000 Penalty: 4946.151855
	Iteration 64Q: 3 clusters Score -2341066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2341075.750000 Penalty: 4946.151855
	Iteration 65Q: 3 clusters Score -2341076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2341080.750000 Penalty: 4946.151855
	Iteration 66Q: 3 clusters Score -2341081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2341091.750000 Penalty: 4946.151855
	Iteration 67Q: 3 clusters Score -2341092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2341109.750000 Penalty: 4946.151855
	Iteration 68Q: 3 clusters Score -2341110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2341142.500000 Penalty: 4946.151855
	Iteration 69Q: 3 clusters Score -2341142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2341167.500000 Penalty: 4946.151855
	Iteration 70Q: 3 clusters Score -2341168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2341198.250000 Penalty: 4946.151855
	Iteration 71Q: 3 clusters Score -2341198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2341254.000000 Penalty: 4946.151855
	Iteration 72Q: 3 clusters Score -2341254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2341300.750000 Penalty: 4946.151855
	Iteration 73Q: 3 clusters Score -2341301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2341347.500000 Penalty: 4946.151855
	Iteration 74Q: 3 clusters Score -2341348 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2341403.500000 Penalty: 4946.151855
	Iteration 75Q: 3 clusters Score -2341404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2341475.500000 Penalty: 4946.151855
	Iteration 76Q: 3 clusters Score -2341476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2341577.500000 Penalty: 4946.151855
	Iteration 77Q: 3 clusters Score -2341578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2341697.750000 Penalty: 4946.151855
	Iteration 78Q: 3 clusters Score -2341698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2341860.000000 Penalty: 4946.151855
	Iteration 79Q: 3 clusters Score -2341860 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2342065.000000 Penalty: 4946.151855
	Iteration 80F: 3 clusters Score -2342065 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2342328.250000 Penalty: 4946.151855
	Iteration 81Q: 3 clusters Score -2342328 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2342653.000000 Penalty: 4946.151855
	Iteration 82Q: 3 clusters Score -2342653 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2343033.000000 Penalty: 4946.151855
	Iteration 83Q: 3 clusters Score -2343033 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2343468.500000 Penalty: 4946.151855
	Iteration 84Q: 3 clusters Score -2343468 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2343983.750000 Penalty: 4946.151855
	Iteration 85Q: 3 clusters Score -2343984 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2344388.000000 Penalty: 4946.151855
	Iteration 86Q: 3 clusters Score -2344388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2344632.000000 Penalty: 4946.151855
	Iteration 87Q: 3 clusters Score -2344632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2344728.250000 Penalty: 4946.151855
	Iteration 88Q: 3 clusters Score -2344728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2344757.750000 Penalty: 4946.151855
	Iteration 89Q: 3 clusters Score -2344758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2344772.750000 Penalty: 4946.151855
	Iteration 90Q: 3 clusters Score -2344773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2344774.750000 Penalty: 4946.151855
	Iteration 91Q: 3 clusters Score -2344775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2344776.750000 Penalty: 4946.151855
	Iteration 92Q: 3 clusters Score -2344777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2344778.000000 Penalty: 4946.151855
	Iteration 93Q: 3 clusters Score -2344778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2344774.000000 Penalty: 4946.151855
	Iteration 94Q: 3 clusters Score -2344774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2344781.000000 Penalty: 4946.151855
	Iteration 95F: 3 clusters Score -2344781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2344787.750000 Penalty: 4946.151855
	Iteration 96Q: 3 clusters Score -2344788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2344786.750000 Penalty: 4946.151855
	Iteration 97Q: 3 clusters Score -2344787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2344787.000000 Penalty: 4946.151855
	Iteration 98Q: 3 clusters Score -2344787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2344789.250000 Penalty: 4946.151855
	Iteration 99Q: 3 clusters Score -2344789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2344789.250000 Penalty: 4946.151855
	Iteration 100F: 3 clusters Score -2344789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 9187 members 
Entering Unmasked Estep 
Score: -44996260.000000 Penalty: 79866.914062
Splitting cluster 12 changes total score from -44989496.000000 to -44996260.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (19940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Entering Unmasked Estep 
Score: -2215342.750000 Penalty: 2455.319824
	Iteration 0F: 2 clusters Score -2215343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2201207.250000 Penalty: 4910.639648
	Iteration 0F: 3 clusters Score -2201207 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2206754.250000 Penalty: 4910.639648
	Iteration 1F: 3 clusters Score -2206754 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2208025.000000 Penalty: 4910.639648
	Iteration 2F: 3 clusters Score -2208025 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2209485.250000 Penalty: 4910.639648
	Iteration 3F: 3 clusters Score -2209485 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2210894.750000 Penalty: 4910.639648
	Iteration 4F: 3 clusters Score -2210895 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2212010.250000 Penalty: 4910.639648
	Iteration 5F: 3 clusters Score -2212010 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2212894.500000 Penalty: 4910.639648
	Iteration 6F: 3 clusters Score -2212894 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2213567.500000 Penalty: 4910.639648
	Iteration 7Q: 3 clusters Score -2213568 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2214040.000000 Penalty: 4910.639648
	Iteration 8Q: 3 clusters Score -2214040 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2214262.250000 Penalty: 4910.639648
	Iteration 9Q: 3 clusters Score -2214262 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2214395.250000 Penalty: 4910.639648
	Iteration 10Q: 3 clusters Score -2214395 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2214482.500000 Penalty: 4910.639648
	Iteration 11Q: 3 clusters Score -2214482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2214550.250000 Penalty: 4910.639648
	Iteration 12Q: 3 clusters Score -2214550 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2214621.000000 Penalty: 4910.639648
	Iteration 13Q: 3 clusters Score -2214621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2214687.250000 Penalty: 4910.639648
	Iteration 14Q: 3 clusters Score -2214687 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2214740.000000 Penalty: 4910.639648
	Iteration 15Q: 3 clusters Score -2214740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2214776.750000 Penalty: 4910.639648
	Iteration 16Q: 3 clusters Score -2214777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2214803.000000 Penalty: 4910.639648
	Iteration 17Q: 3 clusters Score -2214803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2214827.000000 Penalty: 4910.639648
	Iteration 18Q: 3 clusters Score -2214827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2214843.250000 Penalty: 4910.639648
	Iteration 19Q: 3 clusters Score -2214843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2214856.500000 Penalty: 4910.639648
	Iteration 20F: 3 clusters Score -2214856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2214864.000000 Penalty: 4910.639648
	Iteration 21Q: 3 clusters Score -2214864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2214875.750000 Penalty: 4910.639648
	Iteration 22Q: 3 clusters Score -2214876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2214887.750000 Penalty: 4910.639648
	Iteration 23Q: 3 clusters Score -2214888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2214894.750000 Penalty: 4910.639648
	Iteration 24Q: 3 clusters Score -2214895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2214904.750000 Penalty: 4910.639648
	Iteration 25Q: 3 clusters Score -2214905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2214904.750000 Penalty: 4910.639648
	Iteration 26Q: 3 clusters Score -2214905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2214910.750000 Penalty: 4910.639648
	Iteration 27Q: 3 clusters Score -2214911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2214914.000000 Penalty: 4910.639648
	Iteration 28Q: 3 clusters Score -2214914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2214913.500000 Penalty: 4910.639648
	Iteration 29Q: 3 clusters Score -2214914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2214918.250000 Penalty: 4910.639648
	Iteration 30Q: 3 clusters Score -2214918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2214915.750000 Penalty: 4910.639648
	Iteration 31Q: 3 clusters Score -2214916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2214918.000000 Penalty: 4910.639648
	Iteration 32Q: 3 clusters Score -2214918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2214921.500000 Penalty: 4910.639648
	Iteration 33Q: 3 clusters Score -2214922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2214921.000000 Penalty: 4910.639648
	Iteration 34Q: 3 clusters Score -2214921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2214921.500000 Penalty: 4910.639648
	Iteration 35Q: 3 clusters Score -2214922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2214926.250000 Penalty: 4910.639648
	Iteration 36Q: 3 clusters Score -2214926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2214931.750000 Penalty: 4910.639648
	Iteration 37Q: 3 clusters Score -2214932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2214930.750000 Penalty: 4910.639648
	Iteration 38Q: 3 clusters Score -2214931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2214931.750000 Penalty: 4910.639648
	Iteration 39Q: 3 clusters Score -2214932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2214936.500000 Penalty: 4910.639648
	Iteration 40F: 3 clusters Score -2214936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2214929.750000 Penalty: 4910.639648
	Iteration 41Q: 3 clusters Score -2214930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2214934.000000 Penalty: 4910.639648
	Iteration 42Q: 3 clusters Score -2214934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2214932.750000 Penalty: 4910.639648
	Iteration 43Q: 3 clusters Score -2214933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2214940.750000 Penalty: 4910.639648
	Iteration 44Q: 3 clusters Score -2214941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2214938.000000 Penalty: 4910.639648
	Iteration 45Q: 3 clusters Score -2214938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2214943.000000 Penalty: 4910.639648
	Iteration 46Q: 3 clusters Score -2214943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2214940.000000 Penalty: 4910.639648
	Iteration 47Q: 3 clusters Score -2214940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2214945.500000 Penalty: 4910.639648
	Iteration 48Q: 3 clusters Score -2214946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2214947.750000 Penalty: 4910.639648
	Iteration 49Q: 3 clusters Score -2214948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2214946.750000 Penalty: 4910.639648
	Iteration 50Q: 3 clusters Score -2214947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2214960.250000 Penalty: 4910.639648
	Iteration 51Q: 3 clusters Score -2214960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2214962.250000 Penalty: 4910.639648
	Iteration 52Q: 3 clusters Score -2214962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2214968.500000 Penalty: 4910.639648
	Iteration 53Q: 3 clusters Score -2214968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2214970.750000 Penalty: 4910.639648
	Iteration 54Q: 3 clusters Score -2214971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2214971.500000 Penalty: 4910.639648
	Iteration 55Q: 3 clusters Score -2214972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2214972.000000 Penalty: 4910.639648
	Iteration 56Q: 3 clusters Score -2214972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2214976.500000 Penalty: 4910.639648
	Iteration 57Q: 3 clusters Score -2214976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2214983.500000 Penalty: 4910.639648
	Iteration 58Q: 3 clusters Score -2214984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2214988.250000 Penalty: 4910.639648
	Iteration 59Q: 3 clusters Score -2214988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2214988.250000 Penalty: 4910.639648
	Iteration 60F: 3 clusters Score -2214988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2214986.250000 Penalty: 4910.639648
	Iteration 61Q: 3 clusters Score -2214986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2214989.000000 Penalty: 4910.639648
	Iteration 62Q: 3 clusters Score -2214989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2214991.500000 Penalty: 4910.639648
	Iteration 63Q: 3 clusters Score -2214992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2214993.500000 Penalty: 4910.639648
	Iteration 64Q: 3 clusters Score -2214994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2214991.750000 Penalty: 4910.639648
	Iteration 65Q: 3 clusters Score -2214992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2214989.500000 Penalty: 4910.639648
	Iteration 66Q: 3 clusters Score -2214990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2214989.750000 Penalty: 4910.639648
	Iteration 67Q: 3 clusters Score -2214990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2214991.250000 Penalty: 4910.639648
	Iteration 68Q: 3 clusters Score -2214991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2214992.000000 Penalty: 4910.639648
	Iteration 69Q: 3 clusters Score -2214992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2214991.500000 Penalty: 4910.639648
	Iteration 70Q: 3 clusters Score -2214992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2214993.500000 Penalty: 4910.639648
	Iteration 71Q: 3 clusters Score -2214994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2214995.750000 Penalty: 4910.639648
	Iteration 72Q: 3 clusters Score -2214996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2215003.000000 Penalty: 4910.639648
	Iteration 73Q: 3 clusters Score -2215003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2215006.000000 Penalty: 4910.639648
	Iteration 74Q: 3 clusters Score -2215006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2215003.000000 Penalty: 4910.639648
	Iteration 75Q: 3 clusters Score -2215003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2215003.500000 Penalty: 4910.639648
	Iteration 76Q: 3 clusters Score -2215004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2215004.500000 Penalty: 4910.639648
	Iteration 77Q: 3 clusters Score -2215004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2215004.500000 Penalty: 4910.639648
	Iteration 78Q: 3 clusters Score -2215004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2215007.750000 Penalty: 4910.639648
	Iteration 79Q: 3 clusters Score -2215008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2215009.750000 Penalty: 4910.639648
	Iteration 80F: 3 clusters Score -2215010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2215014.250000 Penalty: 4910.639648
	Iteration 81Q: 3 clusters Score -2215014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2215012.500000 Penalty: 4910.639648
	Iteration 82Q: 3 clusters Score -2215012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2215015.250000 Penalty: 4910.639648
	Iteration 83Q: 3 clusters Score -2215015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2215017.750000 Penalty: 4910.639648
	Iteration 84Q: 3 clusters Score -2215018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2215017.250000 Penalty: 4910.639648
	Iteration 85Q: 3 clusters Score -2215017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2215024.250000 Penalty: 4910.639648
	Iteration 86Q: 3 clusters Score -2215024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2215018.750000 Penalty: 4910.639648
	Iteration 87Q: 3 clusters Score -2215019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2215022.500000 Penalty: 4910.639648
	Iteration 88Q: 3 clusters Score -2215022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2215026.000000 Penalty: 4910.639648
	Iteration 89Q: 3 clusters Score -2215026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2215028.000000 Penalty: 4910.639648
	Iteration 90Q: 3 clusters Score -2215028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2215032.500000 Penalty: 4910.639648
	Iteration 91Q: 3 clusters Score -2215032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2215035.250000 Penalty: 4910.639648
	Iteration 92Q: 3 clusters Score -2215035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2215037.000000 Penalty: 4910.639648
	Iteration 93Q: 3 clusters Score -2215037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2215037.250000 Penalty: 4910.639648
	Iteration 94Q: 3 clusters Score -2215037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2215036.250000 Penalty: 4910.639648
	Iteration 95Q: 3 clusters Score -2215036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2215035.500000 Penalty: 4910.639648
	Iteration 96Q: 3 clusters Score -2215036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2215036.750000 Penalty: 4910.639648
	Iteration 97Q: 3 clusters Score -2215037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2215036.000000 Penalty: 4910.639648
	Iteration 98Q: 3 clusters Score -2215036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2215038.000000 Penalty: 4910.639648
	Iteration 99Q: 3 clusters Score -2215038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2215037.000000 Penalty: 4910.639648
	Iteration 100F: 3 clusters Score -2215037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2215041.750000 Penalty: 4910.639648
	Iteration 101Q: 3 clusters Score -2215042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2215037.250000 Penalty: 4910.639648
	Iteration 102Q: 3 clusters Score -2215037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2215039.500000 Penalty: 4910.639648
	Iteration 103Q: 3 clusters Score -2215040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2215043.250000 Penalty: 4910.639648
	Iteration 104Q: 3 clusters Score -2215043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2215041.750000 Penalty: 4910.639648
	Iteration 105Q: 3 clusters Score -2215042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2215042.500000 Penalty: 4910.639648
	Iteration 106Q: 3 clusters Score -2215042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2215042.250000 Penalty: 4910.639648
	Iteration 107Q: 3 clusters Score -2215042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2215042.750000 Penalty: 4910.639648
	Iteration 108Q: 3 clusters Score -2215043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2215046.250000 Penalty: 4910.639648
	Iteration 109Q: 3 clusters Score -2215046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2215045.250000 Penalty: 4910.639648
	Iteration 110Q: 3 clusters Score -2215045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2215049.750000 Penalty: 4910.639648
	Iteration 111Q: 3 clusters Score -2215050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2215044.750000 Penalty: 4910.639648
	Iteration 112Q: 3 clusters Score -2215045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2215047.500000 Penalty: 4910.639648
	Iteration 113Q: 3 clusters Score -2215048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2215049.750000 Penalty: 4910.639648
	Iteration 114Q: 3 clusters Score -2215050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2215052.750000 Penalty: 4910.639648
	Iteration 115Q: 3 clusters Score -2215053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2215049.000000 Penalty: 4910.639648
	Iteration 116Q: 3 clusters Score -2215049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2215046.750000 Penalty: 4910.639648
	Iteration 117Q: 3 clusters Score -2215047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2215052.500000 Penalty: 4910.639648
	Iteration 118Q: 3 clusters Score -2215052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2215052.750000 Penalty: 4910.639648
	Iteration 119Q: 3 clusters Score -2215053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2215054.750000 Penalty: 4910.639648
	Iteration 120F: 3 clusters Score -2215055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2215056.000000 Penalty: 4910.639648
	Iteration 121Q: 3 clusters Score -2215056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2215055.250000 Penalty: 4910.639648
	Iteration 122Q: 3 clusters Score -2215055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2215055.000000 Penalty: 4910.639648
	Iteration 123Q: 3 clusters Score -2215055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2215055.000000 Penalty: 4910.639648
	Iteration 124F: 3 clusters Score -2215055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Entering Unmasked Estep 
Score: -9016633.000000 Penalty: 2785.823486
	Iteration 0F: 2 clusters Score -9016633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -8966034.000000 Penalty: 5571.646973
	Iteration 0F: 3 clusters Score -8966034 nChanged 35389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -8985912.000000 Penalty: 5571.646973
	Iteration 1F: 3 clusters Score -8985912 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -8986487.000000 Penalty: 5571.646973
	Iteration 2Q: 3 clusters Score -8986487 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8987176.000000 Penalty: 5571.646973
	Iteration 3Q: 3 clusters Score -8987176 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8988355.000000 Penalty: 5571.646973
	Iteration 4Q: 3 clusters Score -8988355 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -8990293.000000 Penalty: 5571.646973
	Iteration 5F: 3 clusters Score -8990293 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -8993771.000000 Penalty: 5571.646973
	Iteration 6F: 3 clusters Score -8993771 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -8999202.000000 Penalty: 5571.646973
	Iteration 7F: 3 clusters Score -8999202 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -9005192.000000 Penalty: 5571.646973
	Iteration 8F: 3 clusters Score -9005192 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -9009726.000000 Penalty: 5571.646973
	Iteration 9F: 3 clusters Score -9009726 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -9012062.000000 Penalty: 5571.646973
	Iteration 10Q: 3 clusters Score -9012062 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9013220.000000 Penalty: 5571.646973
	Iteration 11Q: 3 clusters Score -9013220 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -9013757.000000 Penalty: 5571.646973
	Iteration 12Q: 3 clusters Score -9013757 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -9014004.000000 Penalty: 5571.646973
	Iteration 13Q: 3 clusters Score -9014004 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -9014142.000000 Penalty: 5571.646973
	Iteration 14Q: 3 clusters Score -9014142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -9014212.000000 Penalty: 5571.646973
	Iteration 15Q: 3 clusters Score -9014212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9014282.000000 Penalty: 5571.646973
	Iteration 16Q: 3 clusters Score -9014282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -9014324.000000 Penalty: 5571.646973
	Iteration 17Q: 3 clusters Score -9014324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -9014330.000000 Penalty: 5571.646973
	Iteration 18Q: 3 clusters Score -9014330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -9014338.000000 Penalty: 5571.646973
	Iteration 19Q: 3 clusters Score -9014338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -9014350.000000 Penalty: 5571.646973
	Iteration 20F: 3 clusters Score -9014350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -9014352.000000 Penalty: 5571.646973
	Iteration 21Q: 3 clusters Score -9014352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -9014345.000000 Penalty: 5571.646973
	Iteration 22Q: 3 clusters Score -9014345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -9014349.000000 Penalty: 5571.646973
	Iteration 23Q: 3 clusters Score -9014349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -9014353.000000 Penalty: 5571.646973
	Iteration 24Q: 3 clusters Score -9014353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -9014356.000000 Penalty: 5571.646973
	Iteration 25Q: 3 clusters Score -9014356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -9014356.000000 Penalty: 5571.646973
	Iteration 26Q: 3 clusters Score -9014356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -9014356.000000 Penalty: 5571.646973
	Iteration 27F: 3 clusters Score -9014356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -641474.125000 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -641474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -636528.812500 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -636528.8 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -637863.625000 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -637863.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -638175.812500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -638175.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -638438.062500 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -638438.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -638688.500000 Penalty: 4289.430664
	Iteration 4F: 3 clusters Score -638688.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -638898.000000 Penalty: 4289.430664
	Iteration 5Q: 3 clusters Score -638898 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -639111.000000 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -639111 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -639287.437500 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -639287.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -639463.062500 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -639463.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -639617.625000 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -639617.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -639772.687500 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -639772.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -639904.562500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -639904.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -639997.500000 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -639997.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -640079.125000 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -640079.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -640147.687500 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -640147.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -640206.875000 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -640206.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -640249.062500 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -640249.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -640278.937500 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -640278.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -640306.125000 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -640306.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -640326.375000 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -640326.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -640351.812500 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -640351.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -640367.500000 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -640367.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -640380.562500 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -640380.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -640388.812500 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -640388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -640393.812500 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -640393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -640399.750000 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -640399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -640401.750000 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -640401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -640403.687500 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -640403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -640405.125000 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -640405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -640405.687500 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -640405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -640406.812500 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -640406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -640408.625000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -640408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -640409.562500 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -640409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -640409.125000 Penalty: 4289.430664
	Iteration 33Q: 3 clusters Score -640409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -640409.125000 Penalty: 4289.430664
	Iteration 34F: 3 clusters Score -640409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -737563.062500 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -737563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -732044.062500 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -732044.1 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -733690.687500 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -733690.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -734106.375000 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -734106.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -734499.500000 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -734499.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -734930.500000 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -734930.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -735489.812500 Penalty: 4363.733887
	Iteration 5F: 3 clusters Score -735489.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -736304.437500 Penalty: 4363.733887
	Iteration 6F: 3 clusters Score -736304.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -737142.375000 Penalty: 4363.733887
	Iteration 7F: 3 clusters Score -737142.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -737395.125000 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -737395.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -737487.437500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -737487.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -737545.875000 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -737545.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -737607.562500 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -737607.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -737658.750000 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -737658.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -737707.687500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -737707.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -737759.500000 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -737759.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -737815.812500 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -737815.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -737879.375000 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -737879.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -737941.000000 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -737941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -738004.625000 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -738004.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -738098.187500 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -738098.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -738196.625000 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -738196.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -738274.687500 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -738274.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -738343.187500 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -738343.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -738411.062500 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -738411.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -738473.625000 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -738473.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -738541.250000 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -738541.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -738625.687500 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -738625.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -738748.125000 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -738748.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -738984.375000 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -738984.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -739405.750000 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -739405.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -739721.062500 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -739721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -739740.375000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -739740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -739743.625000 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -739743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -739745.687500 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -739745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -739745.687500 Penalty: 4363.733887
	Iteration 34F: 3 clusters Score -739745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 9187 members 
Mstep: Class 26 contains 1610 members 
Entering Unmasked Estep 
Score: -44997464.000000 Penalty: 83061.593750
Splitting cluster 16 changes total score from -44989496.000000 to -44997464.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -1144981.625000 Penalty: 2283.120605
	Iteration 0F: 2 clusters Score -1144982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1137362.375000 Penalty: 4566.241211
	Iteration 0F: 3 clusters Score -1137362 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1139843.125000 Penalty: 4566.241211
	Iteration 1F: 3 clusters Score -1139843 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1140786.500000 Penalty: 4566.241211
	Iteration 2F: 3 clusters Score -1140786 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1142094.000000 Penalty: 4566.241211
	Iteration 3F: 3 clusters Score -1142094 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1143358.625000 Penalty: 4566.241211
	Iteration 4F: 3 clusters Score -1143359 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1144230.625000 Penalty: 4566.241211
	Iteration 5F: 3 clusters Score -1144231 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1144876.375000 Penalty: 4566.241211
	Iteration 6F: 3 clusters Score -1144876 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1145380.000000 Penalty: 4566.241211
	Iteration 7Q: 3 clusters Score -1145380 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1145747.250000 Penalty: 4566.241211
	Iteration 8Q: 3 clusters Score -1145747 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1145936.250000 Penalty: 4566.241211
	Iteration 9Q: 3 clusters Score -1145936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1146037.375000 Penalty: 4566.241211
	Iteration 10Q: 3 clusters Score -1146037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1146088.625000 Penalty: 4566.241211
	Iteration 11Q: 3 clusters Score -1146089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1146125.500000 Penalty: 4566.241211
	Iteration 12Q: 3 clusters Score -1146126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1146156.125000 Penalty: 4566.241211
	Iteration 13Q: 3 clusters Score -1146156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1146183.875000 Penalty: 4566.241211
	Iteration 14Q: 3 clusters Score -1146184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1146204.750000 Penalty: 4566.241211
	Iteration 15Q: 3 clusters Score -1146205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1146222.125000 Penalty: 4566.241211
	Iteration 16Q: 3 clusters Score -1146222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1146243.000000 Penalty: 4566.241211
	Iteration 17Q: 3 clusters Score -1146243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1146260.500000 Penalty: 4566.241211
	Iteration 18Q: 3 clusters Score -1146260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1146273.125000 Penalty: 4566.241211
	Iteration 19Q: 3 clusters Score -1146273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1146287.500000 Penalty: 4566.241211
	Iteration 20F: 3 clusters Score -1146288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1146299.750000 Penalty: 4566.241211
	Iteration 21Q: 3 clusters Score -1146300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1146306.125000 Penalty: 4566.241211
	Iteration 22Q: 3 clusters Score -1146306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1146312.875000 Penalty: 4566.241211
	Iteration 23Q: 3 clusters Score -1146313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1146318.000000 Penalty: 4566.241211
	Iteration 24Q: 3 clusters Score -1146318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1146320.125000 Penalty: 4566.241211
	Iteration 25Q: 3 clusters Score -1146320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1146322.625000 Penalty: 4566.241211
	Iteration 26Q: 3 clusters Score -1146323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1146323.250000 Penalty: 4566.241211
	Iteration 27Q: 3 clusters Score -1146323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1146325.375000 Penalty: 4566.241211
	Iteration 28Q: 3 clusters Score -1146325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1146329.875000 Penalty: 4566.241211
	Iteration 29Q: 3 clusters Score -1146330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1146332.750000 Penalty: 4566.241211
	Iteration 30Q: 3 clusters Score -1146333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1146333.000000 Penalty: 4566.241211
	Iteration 31Q: 3 clusters Score -1146333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1146336.375000 Penalty: 4566.241211
	Iteration 32Q: 3 clusters Score -1146336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1146336.875000 Penalty: 4566.241211
	Iteration 33Q: 3 clusters Score -1146337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1146338.500000 Penalty: 4566.241211
	Iteration 34Q: 3 clusters Score -1146338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1146339.875000 Penalty: 4566.241211
	Iteration 35Q: 3 clusters Score -1146340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1146340.000000 Penalty: 4566.241211
	Iteration 36Q: 3 clusters Score -1146340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1146340.500000 Penalty: 4566.241211
	Iteration 37Q: 3 clusters Score -1146340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1146341.750000 Penalty: 4566.241211
	Iteration 38Q: 3 clusters Score -1146342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1146342.625000 Penalty: 4566.241211
	Iteration 39Q: 3 clusters Score -1146343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1146345.000000 Penalty: 4566.241211
	Iteration 40F: 3 clusters Score -1146345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1146349.125000 Penalty: 4566.241211
	Iteration 41Q: 3 clusters Score -1146349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1146353.375000 Penalty: 4566.241211
	Iteration 42Q: 3 clusters Score -1146353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1146359.000000 Penalty: 4566.241211
	Iteration 43Q: 3 clusters Score -1146359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1146364.375000 Penalty: 4566.241211
	Iteration 44Q: 3 clusters Score -1146364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1146369.500000 Penalty: 4566.241211
	Iteration 45Q: 3 clusters Score -1146370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1146370.000000 Penalty: 4566.241211
	Iteration 46Q: 3 clusters Score -1146370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1146374.125000 Penalty: 4566.241211
	Iteration 47Q: 3 clusters Score -1146374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1146375.250000 Penalty: 4566.241211
	Iteration 48Q: 3 clusters Score -1146375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1146378.500000 Penalty: 4566.241211
	Iteration 49Q: 3 clusters Score -1146378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1146379.875000 Penalty: 4566.241211
	Iteration 50Q: 3 clusters Score -1146380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1146380.625000 Penalty: 4566.241211
	Iteration 51Q: 3 clusters Score -1146381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1146384.750000 Penalty: 4566.241211
	Iteration 52Q: 3 clusters Score -1146385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1146389.250000 Penalty: 4566.241211
	Iteration 53Q: 3 clusters Score -1146389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1146390.875000 Penalty: 4566.241211
	Iteration 54Q: 3 clusters Score -1146391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1146395.000000 Penalty: 4566.241211
	Iteration 55Q: 3 clusters Score -1146395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1146396.375000 Penalty: 4566.241211
	Iteration 56Q: 3 clusters Score -1146396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1146398.000000 Penalty: 4566.241211
	Iteration 57Q: 3 clusters Score -1146398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1146399.000000 Penalty: 4566.241211
	Iteration 58Q: 3 clusters Score -1146399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1146399.250000 Penalty: 4566.241211
	Iteration 59Q: 3 clusters Score -1146399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1146403.250000 Penalty: 4566.241211
	Iteration 60F: 3 clusters Score -1146403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1146407.125000 Penalty: 4566.241211
	Iteration 61Q: 3 clusters Score -1146407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1146407.875000 Penalty: 4566.241211
	Iteration 62Q: 3 clusters Score -1146408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1146408.500000 Penalty: 4566.241211
	Iteration 63Q: 3 clusters Score -1146408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1146409.750000 Penalty: 4566.241211
	Iteration 64Q: 3 clusters Score -1146410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1146410.750000 Penalty: 4566.241211
	Iteration 65Q: 3 clusters Score -1146411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1146409.625000 Penalty: 4566.241211
	Iteration 66Q: 3 clusters Score -1146410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1146410.375000 Penalty: 4566.241211
	Iteration 67Q: 3 clusters Score -1146410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1146410.375000 Penalty: 4566.241211
	Iteration 68F: 3 clusters Score -1146410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 9187 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 1659 members 
Entering Unmasked Estep 
Score: -44997936.000000 Penalty: 86256.265625
Splitting cluster 17 changes total score from -44989496.000000 to -44997936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -984351.875000 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -984351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -977638.812500 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -977638.8 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -979718.625000 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -979718.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -980266.437500 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -980266.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -981008.250000 Penalty: 4490.454102
	Iteration 3F: 3 clusters Score -981008.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -981891.437500 Penalty: 4490.454102
	Iteration 4F: 3 clusters Score -981891.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -982673.937500 Penalty: 4490.454102
	Iteration 5F: 3 clusters Score -982673.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -983141.000000 Penalty: 4490.454102
	Iteration 6F: 3 clusters Score -983141 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -983392.562500 Penalty: 4490.454102
	Iteration 7Q: 3 clusters Score -983392.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -983523.375000 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -983523.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -983591.125000 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -983591.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -983625.625000 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -983625.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -983646.125000 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -983646.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -983660.500000 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -983660.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -983671.562500 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -983671.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -983683.812500 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -983683.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -983691.250000 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -983691.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -983697.062500 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -983697.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -983702.437500 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -983702.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -983707.625000 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -983707.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -983713.437500 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -983713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -983717.437500 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -983717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -983723.687500 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -983723.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -983725.812500 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -983725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -983727.437500 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -983727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -983730.750000 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -983730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -983731.812500 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -983731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -983732.937500 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -983732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -983732.625000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -983732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -983733.000000 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -983733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -983734.000000 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -983734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -983734.000000 Penalty: 4490.454102
	Iteration 30F: 3 clusters Score -983734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Entering Unmasked Estep 
Score: -10187248.000000 Penalty: 2814.360352
	Iteration 0F: 2 clusters Score -1.018725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -10130762.000000 Penalty: 5628.720703
	Iteration 0F: 3 clusters Score -1.013076e+07 nChanged 39961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -10154540.000000 Penalty: 5628.720703
	Iteration 1F: 3 clusters Score -1.015454e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -10157324.000000 Penalty: 5628.720703
	Iteration 2F: 3 clusters Score -1.015732e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -10161793.000000 Penalty: 5628.720703
	Iteration 3F: 3 clusters Score -1.016179e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -10167274.000000 Penalty: 5628.720703
	Iteration 4F: 3 clusters Score -1.016727e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -10172709.000000 Penalty: 5628.720703
	Iteration 5F: 3 clusters Score -1.017271e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -10176302.000000 Penalty: 5628.720703
	Iteration 6F: 3 clusters Score -1.01763e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -10178435.000000 Penalty: 5628.720703
	Iteration 7Q: 3 clusters Score -1.017844e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -10179619.000000 Penalty: 5628.720703
	Iteration 8Q: 3 clusters Score -1.017962e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -10180488.000000 Penalty: 5628.720703
	Iteration 9Q: 3 clusters Score -1.018049e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -10181162.000000 Penalty: 5628.720703
	Iteration 10Q: 3 clusters Score -1.018116e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -10181689.000000 Penalty: 5628.720703
	Iteration 11Q: 3 clusters Score -1.018169e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -10182292.000000 Penalty: 5628.720703
	Iteration 12Q: 3 clusters Score -1.018229e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10182853.000000 Penalty: 5628.720703
	Iteration 13Q: 3 clusters Score -1.018285e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -10183216.000000 Penalty: 5628.720703
	Iteration 14Q: 3 clusters Score -1.018322e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -10183565.000000 Penalty: 5628.720703
	Iteration 15Q: 3 clusters Score -1.018356e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10183875.000000 Penalty: 5628.720703
	Iteration 16Q: 3 clusters Score -1.018388e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -10184092.000000 Penalty: 5628.720703
	Iteration 17Q: 3 clusters Score -1.018409e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -10184282.000000 Penalty: 5628.720703
	Iteration 18Q: 3 clusters Score -1.018428e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -10184425.000000 Penalty: 5628.720703
	Iteration 19Q: 3 clusters Score -1.018442e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -10184545.000000 Penalty: 5628.720703
	Iteration 20F: 3 clusters Score -1.018454e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -10184603.000000 Penalty: 5628.720703
	Iteration 21Q: 3 clusters Score -1.01846e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -10184682.000000 Penalty: 5628.720703
	Iteration 22Q: 3 clusters Score -1.018468e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -10184764.000000 Penalty: 5628.720703
	Iteration 23Q: 3 clusters Score -1.018476e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10184852.000000 Penalty: 5628.720703
	Iteration 24Q: 3 clusters Score -1.018485e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10184904.000000 Penalty: 5628.720703
	Iteration 25Q: 3 clusters Score -1.01849e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -10184978.000000 Penalty: 5628.720703
	Iteration 26Q: 3 clusters Score -1.018498e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -10185044.000000 Penalty: 5628.720703
	Iteration 27Q: 3 clusters Score -1.018504e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -10185106.000000 Penalty: 5628.720703
	Iteration 28Q: 3 clusters Score -1.018511e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -10185119.000000 Penalty: 5628.720703
	Iteration 29Q: 3 clusters Score -1.018512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -10185151.000000 Penalty: 5628.720703
	Iteration 30Q: 3 clusters Score -1.018515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -10185189.000000 Penalty: 5628.720703
	Iteration 31Q: 3 clusters Score -1.018519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -10185214.000000 Penalty: 5628.720703
	Iteration 32Q: 3 clusters Score -1.018521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -10185227.000000 Penalty: 5628.720703
	Iteration 33Q: 3 clusters Score -1.018523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -10185227.000000 Penalty: 5628.720703
	Iteration 34Q: 3 clusters Score -1.018523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -10185250.000000 Penalty: 5628.720703
	Iteration 35Q: 3 clusters Score -1.018525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10185260.000000 Penalty: 5628.720703
	Iteration 36Q: 3 clusters Score -1.018526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -10185262.000000 Penalty: 5628.720703
	Iteration 37Q: 3 clusters Score -1.018526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -10185286.000000 Penalty: 5628.720703
	Iteration 38Q: 3 clusters Score -1.018529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -10185316.000000 Penalty: 5628.720703
	Iteration 39Q: 3 clusters Score -1.018532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -10185338.000000 Penalty: 5628.720703
	Iteration 40F: 3 clusters Score -1.018534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -10185333.000000 Penalty: 5628.720703
	Iteration 41Q: 3 clusters Score -1.018533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -10185351.000000 Penalty: 5628.720703
	Iteration 42Q: 3 clusters Score -1.018535e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -10185369.000000 Penalty: 5628.720703
	Iteration 43Q: 3 clusters Score -1.018537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -10185387.000000 Penalty: 5628.720703
	Iteration 44Q: 3 clusters Score -1.018539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -10185412.000000 Penalty: 5628.720703
	Iteration 45Q: 3 clusters Score -1.018541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -10185421.000000 Penalty: 5628.720703
	Iteration 46Q: 3 clusters Score -1.018542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -10185422.000000 Penalty: 5628.720703
	Iteration 47Q: 3 clusters Score -1.018542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -10185424.000000 Penalty: 5628.720703
	Iteration 48Q: 3 clusters Score -1.018542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -10185423.000000 Penalty: 5628.720703
	Iteration 49Q: 3 clusters Score -1.018542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -10185445.000000 Penalty: 5628.720703
	Iteration 50Q: 3 clusters Score -1.018544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10185446.000000 Penalty: 5628.720703
	Iteration 51Q: 3 clusters Score -1.018545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -10185457.000000 Penalty: 5628.720703
	Iteration 52Q: 3 clusters Score -1.018546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -10185458.000000 Penalty: 5628.720703
	Iteration 53Q: 3 clusters Score -1.018546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -10185464.000000 Penalty: 5628.720703
	Iteration 54Q: 3 clusters Score -1.018546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -10185458.000000 Penalty: 5628.720703
	Iteration 55Q: 3 clusters Score -1.018546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -10185464.000000 Penalty: 5628.720703
	Iteration 56Q: 3 clusters Score -1.018546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -10185459.000000 Penalty: 5628.720703
	Iteration 57Q: 3 clusters Score -1.018546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -10185468.000000 Penalty: 5628.720703
	Iteration 58Q: 3 clusters Score -1.018547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10185470.000000 Penalty: 5628.720703
	Iteration 59Q: 3 clusters Score -1.018547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -10185482.000000 Penalty: 5628.720703
	Iteration 60F: 3 clusters Score -1.018548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -10185477.000000 Penalty: 5628.720703
	Iteration 61Q: 3 clusters Score -1.018548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -10185492.000000 Penalty: 5628.720703
	Iteration 62Q: 3 clusters Score -1.018549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -10185491.000000 Penalty: 5628.720703
	Iteration 63Q: 3 clusters Score -1.018549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -10185490.000000 Penalty: 5628.720703
	Iteration 64Q: 3 clusters Score -1.018549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -10185486.000000 Penalty: 5628.720703
	Iteration 65Q: 3 clusters Score -1.018549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -10185499.000000 Penalty: 5628.720703
	Iteration 66Q: 3 clusters Score -1.01855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -10185493.000000 Penalty: 5628.720703
	Iteration 67Q: 3 clusters Score -1.018549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -10185491.000000 Penalty: 5628.720703
	Iteration 68Q: 3 clusters Score -1.018549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -10185502.000000 Penalty: 5628.720703
	Iteration 69Q: 3 clusters Score -1.01855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -10185510.000000 Penalty: 5628.720703
	Iteration 70Q: 3 clusters Score -1.018551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -10185506.000000 Penalty: 5628.720703
	Iteration 71Q: 3 clusters Score -1.018551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -10185506.000000 Penalty: 5628.720703
	Iteration 72F: 3 clusters Score -1.018551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Entering Unmasked Estep 
Score: -2125839.750000 Penalty: 2431.856934
	Iteration 0F: 2 clusters Score -2125840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2113055.750000 Penalty: 4863.713867
	Iteration 0F: 3 clusters Score -2113056 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2118801.000000 Penalty: 4863.713867
	Iteration 1F: 3 clusters Score -2118801 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2121617.250000 Penalty: 4863.713867
	Iteration 2F: 3 clusters Score -2121617 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2125650.000000 Penalty: 4863.713867
	Iteration 3F: 3 clusters Score -2125650 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2128296.000000 Penalty: 4863.713867
	Iteration 4F: 3 clusters Score -2128296 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2129142.000000 Penalty: 4863.713867
	Iteration 5F: 3 clusters Score -2129142 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2129396.250000 Penalty: 4863.713867
	Iteration 6Q: 3 clusters Score -2129396 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2129461.250000 Penalty: 4863.713867
	Iteration 7Q: 3 clusters Score -2129461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2129484.750000 Penalty: 4863.713867
	Iteration 8Q: 3 clusters Score -2129485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2129492.750000 Penalty: 4863.713867
	Iteration 9Q: 3 clusters Score -2129493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2129495.500000 Penalty: 4863.713867
	Iteration 10Q: 3 clusters Score -2129496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2129496.000000 Penalty: 4863.713867
	Iteration 11Q: 3 clusters Score -2129496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2129506.750000 Penalty: 4863.713867
	Iteration 12Q: 3 clusters Score -2129507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2129506.250000 Penalty: 4863.713867
	Iteration 13Q: 3 clusters Score -2129506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2129513.250000 Penalty: 4863.713867
	Iteration 14Q: 3 clusters Score -2129513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2129509.000000 Penalty: 4863.713867
	Iteration 15Q: 3 clusters Score -2129509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2129510.500000 Penalty: 4863.713867
	Iteration 16Q: 3 clusters Score -2129510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2129509.250000 Penalty: 4863.713867
	Iteration 17Q: 3 clusters Score -2129509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2129509.250000 Penalty: 4863.713867
	Iteration 18F: 3 clusters Score -2129509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 9187 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 1659 members 
Mstep: Class 28 contains 13838 members 
Entering Unmasked Estep 
Score: -45000892.000000 Penalty: 89450.945312
Splitting cluster 20 changes total score from -44989496.000000 to -45000892.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 67481 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 75596 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 84815 members 
Mstep: Class 20 contains 4302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45005048.000000 Penalty: 89450.945312
Iteration 39Q: 29 clusters Score -4.500505e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 67425 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 1485 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 12989 members 
Mstep: Class 13 contains 19879 members 
Mstep: Class 14 contains 74925 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 5144 members 
Mstep: Class 17 contains 8356 members 
Mstep: Class 18 contains 8513 members 
Mstep: Class 19 contains 84692 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 3711 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 4050 members 
Mstep: Class 25 contains 8736 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45009496.000000 Penalty: 89450.945312
Iteration 40F: 29 clusters Score -4.50095e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14155 members 
Mstep: Class 3 contains 67387 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 13 contains 19819 members 
Mstep: Class 14 contains 74429 members 
Mstep: Class 15 contains 5548 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 8362 members 
Mstep: Class 19 contains 83410 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 3839 members 
Mstep: Class 22 contains 1243 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 1810 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 13816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45011492.000000 Penalty: 89450.945312
Iteration 41Q: 29 clusters Score -4.501149e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 67357 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11491 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 13953 members 
Mstep: Class 13 contains 19846 members 
Mstep: Class 14 contains 74044 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 8172 members 
Mstep: Class 18 contains 8275 members 
Mstep: Class 19 contains 82421 members 
Mstep: Class 20 contains 4689 members 
Mstep: Class 21 contains 3928 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 4077 members 
Mstep: Class 25 contains 11366 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45012460.000000 Penalty: 89450.945312
Iteration 42Q: 29 clusters Score -4.501246e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 67331 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 19876 members 
Mstep: Class 14 contains 73713 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 81690 members 
Mstep: Class 20 contains 4696 members 
Mstep: Class 21 contains 4003 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 1984 members 
Mstep: Class 24 contains 4079 members 
Mstep: Class 25 contains 12212 members 
Mstep: Class 26 contains 1989 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45012992.000000 Penalty: 89450.945312
Iteration 43Q: 29 clusters Score -4.501299e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 67306 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 14653 members 
Mstep: Class 13 contains 19922 members 
Mstep: Class 14 contains 73440 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 7997 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 81123 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 12917 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 13863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45013276.000000 Penalty: 89450.945312
Iteration 44Q: 29 clusters Score -4.501328e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13821 members 
Mstep: Class 3 contains 67278 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11419 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 73193 members 
Mstep: Class 15 contains 5336 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 7931 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 80670 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 4097 members 
Mstep: Class 25 contains 13472 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 1606 members 
Mstep: Class 28 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45013684.000000 Penalty: 89450.945312
Iteration 45Q: 29 clusters Score -4.501368e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 67247 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 15195 members 
Mstep: Class 13 contains 20022 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 16 contains 5323 members 
Mstep: Class 17 contains 7877 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 80333 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 4173 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 4103 members 
Mstep: Class 25 contains 13896 members 
Mstep: Class 26 contains 2188 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45013860.000000 Penalty: 89450.945312
Iteration 46Q: 29 clusters Score -4.501386e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 67227 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 15383 members 
Mstep: Class 13 contains 20085 members 
Mstep: Class 14 contains 72855 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 80058 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 14243 members 
Mstep: Class 26 contains 2255 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 13887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014124.000000 Penalty: 89450.945312
Iteration 47Q: 29 clusters Score -4.501412e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 67212 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 15572 members 
Mstep: Class 13 contains 20134 members 
Mstep: Class 14 contains 72700 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 7793 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 79835 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 2323 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014156.000000 Penalty: 89450.945312
Iteration 48Q: 29 clusters Score -4.501416e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 67196 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 15747 members 
Mstep: Class 13 contains 20171 members 
Mstep: Class 14 contains 72569 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 79672 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 1485 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 14713 members 
Mstep: Class 26 contains 2396 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014356.000000 Penalty: 89450.945312
Iteration 49Q: 29 clusters Score -4.501436e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 67179 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 15891 members 
Mstep: Class 13 contains 20194 members 
Mstep: Class 14 contains 72446 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 79539 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 22 contains 1489 members 
Mstep: Class 23 contains 2099 members 
Mstep: Class 24 contains 4116 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 2484 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014520.000000 Penalty: 89450.945312
Iteration 50Q: 29 clusters Score -4.501452e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 67171 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 11373 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 16005 members 
Mstep: Class 13 contains 20222 members 
Mstep: Class 14 contains 72345 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 7708 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 79433 members 
Mstep: Class 20 contains 4745 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 22 contains 1493 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 15015 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014768.000000 Penalty: 89450.945312
Iteration 51Q: 29 clusters Score -4.501477e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 13655 members 
Mstep: Class 3 contains 67162 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 3033 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 16087 members 
Mstep: Class 13 contains 20253 members 
Mstep: Class 14 contains 72260 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 8065 members 
Mstep: Class 19 contains 79337 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 1494 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 15132 members 
Mstep: Class 26 contains 2663 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014868.000000 Penalty: 89450.945312
Iteration 52Q: 29 clusters Score -4.501487e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 67155 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16150 members 
Mstep: Class 13 contains 20280 members 
Mstep: Class 14 contains 72191 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5382 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 79252 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 4363 members 
Mstep: Class 22 contains 1495 members 
Mstep: Class 23 contains 2148 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 15231 members 
Mstep: Class 26 contains 2748 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015076.000000 Penalty: 89450.945312
Iteration 53Q: 29 clusters Score -4.501508e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 67145 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 16216 members 
Mstep: Class 13 contains 20318 members 
Mstep: Class 14 contains 72125 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 79195 members 
Mstep: Class 20 contains 4750 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 15305 members 
Mstep: Class 26 contains 2820 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 13906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015268.000000 Penalty: 89450.945312
Iteration 54Q: 29 clusters Score -4.501527e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13628 members 
Mstep: Class 3 contains 67129 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 16291 members 
Mstep: Class 13 contains 20345 members 
Mstep: Class 14 contains 72063 members 
Mstep: Class 15 contains 4897 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 7651 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 79139 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 2176 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 15382 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 13907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015344.000000 Penalty: 89450.945312
Iteration 55Q: 29 clusters Score -4.501534e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 67114 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 16356 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 72009 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 79095 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 4132 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015336.000000 Penalty: 89450.945312
Iteration 56Q: 29 clusters Score -4.501534e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 67112 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 20392 members 
Mstep: Class 14 contains 71966 members 
Mstep: Class 15 contains 4831 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 79051 members 
Mstep: Class 20 contains 4756 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 15498 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015320.000000 Penalty: 89450.945312
Iteration 57Q: 29 clusters Score -4.501532e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 67104 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 20407 members 
Mstep: Class 14 contains 71931 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 79025 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2205 members 
Mstep: Class 24 contains 4136 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 2938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015460.000000 Penalty: 89450.945312
Iteration 58Q: 29 clusters Score -4.501546e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 13611 members 
Mstep: Class 3 contains 67101 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 20411 members 
Mstep: Class 14 contains 71885 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2209 members 
Mstep: Class 24 contains 4136 members 
Mstep: Class 25 contains 15583 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015548.000000 Penalty: 89450.945312
Iteration 59Q: 29 clusters Score -4.501555e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 13611 members 
Mstep: Class 3 contains 67086 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 20424 members 
Mstep: Class 14 contains 71854 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 78976 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2213 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 15620 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015624.000000 Penalty: 89450.945312
Iteration 60F: 29 clusters Score -4.501562e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13606 members 
Mstep: Class 3 contains 67080 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 20435 members 
Mstep: Class 14 contains 71817 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 78948 members 
Mstep: Class 20 contains 4756 members 
Mstep: Class 21 contains 4554 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 15660 members 
Mstep: Class 26 contains 3054 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015704.000000 Penalty: 89450.945312
Iteration 61Q: 29 clusters Score -4.50157e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 13601 members 
Mstep: Class 3 contains 67071 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 20442 members 
Mstep: Class 14 contains 71789 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 78929 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 15689 members 
Mstep: Class 26 contains 3169 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015692.000000 Penalty: 89450.945312
Iteration 62Q: 29 clusters Score -4.501569e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13599 members 
Mstep: Class 3 contains 67061 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 20442 members 
Mstep: Class 14 contains 71759 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 5419 members 
Mstep: Class 17 contains 7549 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 78908 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 4575 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 4140 members 
Mstep: Class 25 contains 15713 members 
Mstep: Class 26 contains 3290 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45015848.000000 Penalty: 89450.945312
Iteration 63Q: 29 clusters Score -4.501585e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 67051 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 20441 members 
Mstep: Class 14 contains 71732 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 78893 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 4579 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 4140 members 
Mstep: Class 25 contains 15739 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016116.000000 Penalty: 89450.945312
Iteration 64Q: 29 clusters Score -4.501612e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 67048 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 16572 members 
Mstep: Class 13 contains 20426 members 
Mstep: Class 14 contains 71698 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 7529 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 78875 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 15764 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016320.000000 Penalty: 89450.945312
Iteration 65Q: 29 clusters Score -4.501632e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13596 members 
Mstep: Class 3 contains 67042 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 4814 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 16550 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 71677 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 7522 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 78867 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 2259 members 
Mstep: Class 24 contains 4140 members 
Mstep: Class 25 contains 15785 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016488.000000 Penalty: 89450.945312
Iteration 66Q: 29 clusters Score -4.501649e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13595 members 
Mstep: Class 3 contains 67027 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 16546 members 
Mstep: Class 13 contains 20397 members 
Mstep: Class 14 contains 71645 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 7518 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 78849 members 
Mstep: Class 20 contains 4761 members 
Mstep: Class 21 contains 4596 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 4142 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45016952.000000 Penalty: 89450.945312
Iteration 67Q: 29 clusters Score -4.501695e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13593 members 
Mstep: Class 3 contains 67010 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 13 contains 20339 members 
Mstep: Class 14 contains 71621 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 7515 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78828 members 
Mstep: Class 20 contains 4761 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 15837 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45017748.000000 Penalty: 89450.945312
Iteration 68Q: 29 clusters Score -4.501775e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13591 members 
Mstep: Class 3 contains 66974 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11324 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 16423 members 
Mstep: Class 13 contains 20215 members 
Mstep: Class 14 contains 71611 members 
Mstep: Class 15 contains 4723 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 7512 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78813 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 4147 members 
Mstep: Class 25 contains 15870 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45018608.000000 Penalty: 89450.945312
Iteration 69Q: 29 clusters Score -4.501861e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13586 members 
Mstep: Class 3 contains 66935 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11327 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 16364 members 
Mstep: Class 13 contains 20051 members 
Mstep: Class 14 contains 71596 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78794 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 15922 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45018944.000000 Penalty: 89450.945312
Iteration 70Q: 29 clusters Score -4.501894e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13583 members 
Mstep: Class 3 contains 66910 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 16310 members 
Mstep: Class 13 contains 19895 members 
Mstep: Class 14 contains 71585 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78770 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 15950 members 
Mstep: Class 26 contains 4332 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019168.000000 Penalty: 89450.945312
Iteration 71Q: 29 clusters Score -4.501917e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13578 members 
Mstep: Class 3 contains 66894 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11341 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 19762 members 
Mstep: Class 14 contains 71566 members 
Mstep: Class 15 contains 4589 members 
Mstep: Class 16 contains 5424 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78742 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 4157 members 
Mstep: Class 25 contains 15979 members 
Mstep: Class 26 contains 4379 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019356.000000 Penalty: 89450.945312
Iteration 72Q: 29 clusters Score -4.501936e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13575 members 
Mstep: Class 3 contains 66865 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 16245 members 
Mstep: Class 13 contains 19649 members 
Mstep: Class 14 contains 71540 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78715 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2354 members 
Mstep: Class 24 contains 4158 members 
Mstep: Class 25 contains 16004 members 
Mstep: Class 26 contains 4432 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019484.000000 Penalty: 89450.945312
Iteration 73Q: 29 clusters Score -4.501948e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13573 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 16216 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 71518 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78695 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2363 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 16024 members 
Mstep: Class 26 contains 4471 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019504.000000 Penalty: 89450.945312
Iteration 74Q: 29 clusters Score -4.50195e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13571 members 
Mstep: Class 3 contains 66854 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11352 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 16192 members 
Mstep: Class 13 contains 19477 members 
Mstep: Class 14 contains 71509 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78676 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2373 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 16044 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019644.000000 Penalty: 89450.945312
Iteration 75Q: 29 clusters Score -4.501964e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 13567 members 
Mstep: Class 3 contains 66847 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 16192 members 
Mstep: Class 13 contains 19415 members 
Mstep: Class 14 contains 71486 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 5412 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78662 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16063 members 
Mstep: Class 26 contains 4515 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019748.000000 Penalty: 89450.945312
Iteration 76Q: 29 clusters Score -4.501975e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 13567 members 
Mstep: Class 3 contains 66840 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16189 members 
Mstep: Class 13 contains 19367 members 
Mstep: Class 14 contains 71472 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78645 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019768.000000 Penalty: 89450.945312
Iteration 77Q: 29 clusters Score -4.501977e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 13566 members 
Mstep: Class 3 contains 66845 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 16191 members 
Mstep: Class 13 contains 19314 members 
Mstep: Class 14 contains 71463 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78631 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2405 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16110 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019704.000000 Penalty: 89450.945312
Iteration 78Q: 29 clusters Score -4.50197e+07 nChanged 185
Entering ConstructFrom: 
Score: -45019704.000000 Penalty: 89450.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Entering Unmasked Estep 
Score: -1338044.000000 Penalty: 2316.898438
	Iteration 0F: 2 clusters Score -1338044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1329524.125000 Penalty: 4633.796875
	Iteration 0F: 3 clusters Score -1329524 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1332218.500000 Penalty: 4633.796875
	Iteration 1F: 3 clusters Score -1332218 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1332776.625000 Penalty: 4633.796875
	Iteration 2F: 3 clusters Score -1332777 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1333353.000000 Penalty: 4633.796875
	Iteration 3F: 3 clusters Score -1333353 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1333827.875000 Penalty: 4633.796875
	Iteration 4F: 3 clusters Score -1333828 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1334268.500000 Penalty: 4633.796875
	Iteration 5F: 3 clusters Score -1334268 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1334724.875000 Penalty: 4633.796875
	Iteration 6F: 3 clusters Score -1334725 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1335174.500000 Penalty: 4633.796875
	Iteration 7F: 3 clusters Score -1335174 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1335539.125000 Penalty: 4633.796875
	Iteration 8Q: 3 clusters Score -1335539 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1335857.375000 Penalty: 4633.796875
	Iteration 9Q: 3 clusters Score -1335857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1336122.750000 Penalty: 4633.796875
	Iteration 10Q: 3 clusters Score -1336123 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1336341.000000 Penalty: 4633.796875
	Iteration 11Q: 3 clusters Score -1336341 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1336513.250000 Penalty: 4633.796875
	Iteration 12Q: 3 clusters Score -1336513 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1336626.875000 Penalty: 4633.796875
	Iteration 13Q: 3 clusters Score -1336627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1336690.000000 Penalty: 4633.796875
	Iteration 14Q: 3 clusters Score -1336690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1336730.375000 Penalty: 4633.796875
	Iteration 15Q: 3 clusters Score -1336730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1336763.625000 Penalty: 4633.796875
	Iteration 16Q: 3 clusters Score -1336764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1336790.750000 Penalty: 4633.796875
	Iteration 17Q: 3 clusters Score -1336791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1336818.000000 Penalty: 4633.796875
	Iteration 18Q: 3 clusters Score -1336818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1336835.500000 Penalty: 4633.796875
	Iteration 19Q: 3 clusters Score -1336836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1336850.375000 Penalty: 4633.796875
	Iteration 20F: 3 clusters Score -1336850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1336859.875000 Penalty: 4633.796875
	Iteration 21Q: 3 clusters Score -1336860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1336862.500000 Penalty: 4633.796875
	Iteration 22Q: 3 clusters Score -1336862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1336866.875000 Penalty: 4633.796875
	Iteration 23Q: 3 clusters Score -1336867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1336874.625000 Penalty: 4633.796875
	Iteration 24Q: 3 clusters Score -1336875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1336883.750000 Penalty: 4633.796875
	Iteration 25Q: 3 clusters Score -1336884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1336891.625000 Penalty: 4633.796875
	Iteration 26Q: 3 clusters Score -1336892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1336895.375000 Penalty: 4633.796875
	Iteration 27Q: 3 clusters Score -1336895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1336895.625000 Penalty: 4633.796875
	Iteration 28Q: 3 clusters Score -1336896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1336898.125000 Penalty: 4633.796875
	Iteration 29Q: 3 clusters Score -1336898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1336898.500000 Penalty: 4633.796875
	Iteration 30Q: 3 clusters Score -1336898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1336898.500000 Penalty: 4633.796875
	Iteration 31F: 3 clusters Score -1336898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Entering Unmasked Estep 
Score: -1586329.625000 Penalty: 2359.799805
	Iteration 0F: 2 clusters Score -1586330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1576324.250000 Penalty: 4719.599609
	Iteration 0F: 3 clusters Score -1576324 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1579443.750000 Penalty: 4719.599609
	Iteration 1F: 3 clusters Score -1579444 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1579804.750000 Penalty: 4719.599609
	Iteration 2F: 3 clusters Score -1579805 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1580073.000000 Penalty: 4719.599609
	Iteration 3F: 3 clusters Score -1580073 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1580326.625000 Penalty: 4719.599609
	Iteration 4Q: 3 clusters Score -1580327 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1580642.000000 Penalty: 4719.599609
	Iteration 5Q: 3 clusters Score -1580642 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1581142.125000 Penalty: 4719.599609
	Iteration 6Q: 3 clusters Score -1581142 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1581917.625000 Penalty: 4719.599609
	Iteration 7F: 3 clusters Score -1581918 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1582915.250000 Penalty: 4719.599609
	Iteration 8F: 3 clusters Score -1582915 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1583959.625000 Penalty: 4719.599609
	Iteration 9F: 3 clusters Score -1583960 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1585001.125000 Penalty: 4719.599609
	Iteration 10F: 3 clusters Score -1585001 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1585876.250000 Penalty: 4719.599609
	Iteration 11F: 3 clusters Score -1585876 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1586467.500000 Penalty: 4719.599609
	Iteration 12Q: 3 clusters Score -1586468 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1586867.750000 Penalty: 4719.599609
	Iteration 13Q: 3 clusters Score -1586868 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1587096.000000 Penalty: 4719.599609
	Iteration 14Q: 3 clusters Score -1587096 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1587218.625000 Penalty: 4719.599609
	Iteration 15Q: 3 clusters Score -1587219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1587311.375000 Penalty: 4719.599609
	Iteration 16Q: 3 clusters Score -1587311 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1587393.250000 Penalty: 4719.599609
	Iteration 17Q: 3 clusters Score -1587393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1587472.250000 Penalty: 4719.599609
	Iteration 18Q: 3 clusters Score -1587472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1587563.375000 Penalty: 4719.599609
	Iteration 19Q: 3 clusters Score -1587563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1587651.750000 Penalty: 4719.599609
	Iteration 20F: 3 clusters Score -1587652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1587721.500000 Penalty: 4719.599609
	Iteration 21Q: 3 clusters Score -1587722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1587795.875000 Penalty: 4719.599609
	Iteration 22Q: 3 clusters Score -1587796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1587875.500000 Penalty: 4719.599609
	Iteration 23Q: 3 clusters Score -1587876 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1587959.125000 Penalty: 4719.599609
	Iteration 24Q: 3 clusters Score -1587959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1588023.625000 Penalty: 4719.599609
	Iteration 25Q: 3 clusters Score -1588024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1588076.875000 Penalty: 4719.599609
	Iteration 26Q: 3 clusters Score -1588077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1588118.125000 Penalty: 4719.599609
	Iteration 27Q: 3 clusters Score -1588118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1588138.250000 Penalty: 4719.599609
	Iteration 28Q: 3 clusters Score -1588138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1588171.875000 Penalty: 4719.599609
	Iteration 29Q: 3 clusters Score -1588172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1588184.875000 Penalty: 4719.599609
	Iteration 30Q: 3 clusters Score -1588185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1588197.750000 Penalty: 4719.599609
	Iteration 31Q: 3 clusters Score -1588198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1588216.125000 Penalty: 4719.599609
	Iteration 32Q: 3 clusters Score -1588216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1588223.625000 Penalty: 4719.599609
	Iteration 33Q: 3 clusters Score -1588224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1588237.250000 Penalty: 4719.599609
	Iteration 34Q: 3 clusters Score -1588237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1588243.250000 Penalty: 4719.599609
	Iteration 35Q: 3 clusters Score -1588243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1588252.250000 Penalty: 4719.599609
	Iteration 36Q: 3 clusters Score -1588252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1588254.000000 Penalty: 4719.599609
	Iteration 37Q: 3 clusters Score -1588254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1588263.375000 Penalty: 4719.599609
	Iteration 38Q: 3 clusters Score -1588263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1588266.750000 Penalty: 4719.599609
	Iteration 39Q: 3 clusters Score -1588267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1588274.375000 Penalty: 4719.599609
	Iteration 40F: 3 clusters Score -1588274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1588280.875000 Penalty: 4719.599609
	Iteration 41Q: 3 clusters Score -1588281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1588285.125000 Penalty: 4719.599609
	Iteration 42Q: 3 clusters Score -1588285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1588294.250000 Penalty: 4719.599609
	Iteration 43Q: 3 clusters Score -1588294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1588296.625000 Penalty: 4719.599609
	Iteration 44Q: 3 clusters Score -1588297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1588302.875000 Penalty: 4719.599609
	Iteration 45Q: 3 clusters Score -1588303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1588307.750000 Penalty: 4719.599609
	Iteration 46Q: 3 clusters Score -1588308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1588309.125000 Penalty: 4719.599609
	Iteration 47Q: 3 clusters Score -1588309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1588312.250000 Penalty: 4719.599609
	Iteration 48Q: 3 clusters Score -1588312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1588321.250000 Penalty: 4719.599609
	Iteration 49Q: 3 clusters Score -1588321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1588328.250000 Penalty: 4719.599609
	Iteration 50Q: 3 clusters Score -1588328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1588333.875000 Penalty: 4719.599609
	Iteration 51Q: 3 clusters Score -1588334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1588341.500000 Penalty: 4719.599609
	Iteration 52Q: 3 clusters Score -1588342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1588344.125000 Penalty: 4719.599609
	Iteration 53Q: 3 clusters Score -1588344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1588350.250000 Penalty: 4719.599609
	Iteration 54Q: 3 clusters Score -1588350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1588353.750000 Penalty: 4719.599609
	Iteration 55Q: 3 clusters Score -1588354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1588358.125000 Penalty: 4719.599609
	Iteration 56Q: 3 clusters Score -1588358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1588367.625000 Penalty: 4719.599609
	Iteration 57Q: 3 clusters Score -1588368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1588373.250000 Penalty: 4719.599609
	Iteration 58Q: 3 clusters Score -1588373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1588386.000000 Penalty: 4719.599609
	Iteration 59Q: 3 clusters Score -1588386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1588391.625000 Penalty: 4719.599609
	Iteration 60F: 3 clusters Score -1588392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1588395.375000 Penalty: 4719.599609
	Iteration 61Q: 3 clusters Score -1588395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1588410.625000 Penalty: 4719.599609
	Iteration 62Q: 3 clusters Score -1588411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1588420.000000 Penalty: 4719.599609
	Iteration 63Q: 3 clusters Score -1588420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1588432.125000 Penalty: 4719.599609
	Iteration 64Q: 3 clusters Score -1588432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1588442.625000 Penalty: 4719.599609
	Iteration 65Q: 3 clusters Score -1588443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1588460.750000 Penalty: 4719.599609
	Iteration 66Q: 3 clusters Score -1588461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1588473.000000 Penalty: 4719.599609
	Iteration 67Q: 3 clusters Score -1588473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1588491.875000 Penalty: 4719.599609
	Iteration 68Q: 3 clusters Score -1588492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1588499.125000 Penalty: 4719.599609
	Iteration 69Q: 3 clusters Score -1588499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1588503.750000 Penalty: 4719.599609
	Iteration 70Q: 3 clusters Score -1588504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1588507.625000 Penalty: 4719.599609
	Iteration 71Q: 3 clusters Score -1588508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1588512.375000 Penalty: 4719.599609
	Iteration 72Q: 3 clusters Score -1588512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1588514.625000 Penalty: 4719.599609
	Iteration 73Q: 3 clusters Score -1588515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1588517.750000 Penalty: 4719.599609
	Iteration 74Q: 3 clusters Score -1588518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1588522.500000 Penalty: 4719.599609
	Iteration 75Q: 3 clusters Score -1588522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1588528.875000 Penalty: 4719.599609
	Iteration 76Q: 3 clusters Score -1588529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1588529.000000 Penalty: 4719.599609
	Iteration 77Q: 3 clusters Score -1588529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1588531.000000 Penalty: 4719.599609
	Iteration 78Q: 3 clusters Score -1588531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1588537.750000 Penalty: 4719.599609
	Iteration 79Q: 3 clusters Score -1588538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1588540.625000 Penalty: 4719.599609
	Iteration 80F: 3 clusters Score -1588541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1588543.750000 Penalty: 4719.599609
	Iteration 81Q: 3 clusters Score -1588544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1588544.625000 Penalty: 4719.599609
	Iteration 82Q: 3 clusters Score -1588545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1588546.625000 Penalty: 4719.599609
	Iteration 83Q: 3 clusters Score -1588547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1588550.125000 Penalty: 4719.599609
	Iteration 84Q: 3 clusters Score -1588550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1588551.250000 Penalty: 4719.599609
	Iteration 85Q: 3 clusters Score -1588551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1588551.125000 Penalty: 4719.599609
	Iteration 86Q: 3 clusters Score -1588551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1588554.500000 Penalty: 4719.599609
	Iteration 87Q: 3 clusters Score -1588554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1588554.625000 Penalty: 4719.599609
	Iteration 88Q: 3 clusters Score -1588555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1588550.500000 Penalty: 4719.599609
	Iteration 89Q: 3 clusters Score -1588550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1588552.375000 Penalty: 4719.599609
	Iteration 90Q: 3 clusters Score -1588552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1588557.250000 Penalty: 4719.599609
	Iteration 91Q: 3 clusters Score -1588557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1588555.250000 Penalty: 4719.599609
	Iteration 92Q: 3 clusters Score -1588555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1588556.000000 Penalty: 4719.599609
	Iteration 93Q: 3 clusters Score -1588556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1588554.875000 Penalty: 4719.599609
	Iteration 94Q: 3 clusters Score -1588555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1588556.375000 Penalty: 4719.599609
	Iteration 95Q: 3 clusters Score -1588556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1588557.250000 Penalty: 4719.599609
	Iteration 96Q: 3 clusters Score -1588557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1588560.750000 Penalty: 4719.599609
	Iteration 97Q: 3 clusters Score -1588561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1588560.500000 Penalty: 4719.599609
	Iteration 98Q: 3 clusters Score -1588560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1588569.500000 Penalty: 4719.599609
	Iteration 99Q: 3 clusters Score -1588570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1588577.000000 Penalty: 4719.599609
	Iteration 100F: 3 clusters Score -1588577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1588580.125000 Penalty: 4719.599609
	Iteration 101Q: 3 clusters Score -1588580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1588586.625000 Penalty: 4719.599609
	Iteration 102Q: 3 clusters Score -1588587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1588591.000000 Penalty: 4719.599609
	Iteration 103Q: 3 clusters Score -1588591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1588595.750000 Penalty: 4719.599609
	Iteration 104Q: 3 clusters Score -1588596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1588597.500000 Penalty: 4719.599609
	Iteration 105Q: 3 clusters Score -1588598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1588603.250000 Penalty: 4719.599609
	Iteration 106Q: 3 clusters Score -1588603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1588606.625000 Penalty: 4719.599609
	Iteration 107Q: 3 clusters Score -1588607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1588611.000000 Penalty: 4719.599609
	Iteration 108Q: 3 clusters Score -1588611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1588618.625000 Penalty: 4719.599609
	Iteration 109Q: 3 clusters Score -1588619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1588620.375000 Penalty: 4719.599609
	Iteration 110Q: 3 clusters Score -1588620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1588625.125000 Penalty: 4719.599609
	Iteration 111Q: 3 clusters Score -1588625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1588626.750000 Penalty: 4719.599609
	Iteration 112Q: 3 clusters Score -1588627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1588626.250000 Penalty: 4719.599609
	Iteration 113Q: 3 clusters Score -1588626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1588624.000000 Penalty: 4719.599609
	Iteration 114Q: 3 clusters Score -1588624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1588625.125000 Penalty: 4719.599609
	Iteration 115Q: 3 clusters Score -1588625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1588628.125000 Penalty: 4719.599609
	Iteration 116Q: 3 clusters Score -1588628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1588628.625000 Penalty: 4719.599609
	Iteration 117Q: 3 clusters Score -1588629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1588628.125000 Penalty: 4719.599609
	Iteration 118Q: 3 clusters Score -1588628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1588626.125000 Penalty: 4719.599609
	Iteration 119Q: 3 clusters Score -1588626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1588626.125000 Penalty: 4719.599609
	Iteration 120F: 3 clusters Score -1588626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7859 members 
Entering Unmasked Estep 
Score: -45021468.000000 Penalty: 92645.625000
Splitting cluster 2 changes total score from -45019704.000000 to -45021468.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (66850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Entering Unmasked Estep 
Score: -7970825.000000 Penalty: 2755.331299
	Iteration 0F: 2 clusters Score -7970825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -7926070.500000 Penalty: 5510.662598
	Iteration 0F: 3 clusters Score -7926070 nChanged 31136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7944541.000000 Penalty: 5510.662598
	Iteration 1F: 3 clusters Score -7944541 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7946228.500000 Penalty: 5510.662598
	Iteration 2F: 3 clusters Score -7946228 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -7948555.500000 Penalty: 5510.662598
	Iteration 3F: 3 clusters Score -7948556 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -7951832.000000 Penalty: 5510.662598
	Iteration 4F: 3 clusters Score -7951832 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7956081.000000 Penalty: 5510.662598
	Iteration 5F: 3 clusters Score -7956081 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7960745.000000 Penalty: 5510.662598
	Iteration 6F: 3 clusters Score -7960745 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -7964613.500000 Penalty: 5510.662598
	Iteration 7F: 3 clusters Score -7964614 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -7966975.000000 Penalty: 5510.662598
	Iteration 8Q: 3 clusters Score -7966975 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -7968225.500000 Penalty: 5510.662598
	Iteration 9Q: 3 clusters Score -7968226 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7968892.000000 Penalty: 5510.662598
	Iteration 10Q: 3 clusters Score -7968892 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -7969197.000000 Penalty: 5510.662598
	Iteration 11Q: 3 clusters Score -7969197 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -7969339.500000 Penalty: 5510.662598
	Iteration 12Q: 3 clusters Score -7969340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -7969438.500000 Penalty: 5510.662598
	Iteration 13Q: 3 clusters Score -7969438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -7969504.500000 Penalty: 5510.662598
	Iteration 14Q: 3 clusters Score -7969504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -7969563.000000 Penalty: 5510.662598
	Iteration 15Q: 3 clusters Score -7969563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -7969599.500000 Penalty: 5510.662598
	Iteration 16Q: 3 clusters Score -7969600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -7969625.000000 Penalty: 5510.662598
	Iteration 17Q: 3 clusters Score -7969625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -7969654.500000 Penalty: 5510.662598
	Iteration 18Q: 3 clusters Score -7969654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -7969680.000000 Penalty: 5510.662598
	Iteration 19Q: 3 clusters Score -7969680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -7969707.000000 Penalty: 5510.662598
	Iteration 20F: 3 clusters Score -7969707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -7969723.500000 Penalty: 5510.662598
	Iteration 21Q: 3 clusters Score -7969724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -7969722.000000 Penalty: 5510.662598
	Iteration 22Q: 3 clusters Score -7969722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -7969728.000000 Penalty: 5510.662598
	Iteration 23Q: 3 clusters Score -7969728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -7969725.000000 Penalty: 5510.662598
	Iteration 24Q: 3 clusters Score -7969725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -7969732.500000 Penalty: 5510.662598
	Iteration 25Q: 3 clusters Score -7969732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -7969735.000000 Penalty: 5510.662598
	Iteration 26Q: 3 clusters Score -7969735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -7969731.000000 Penalty: 5510.662598
	Iteration 27Q: 3 clusters Score -7969731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -7969740.500000 Penalty: 5510.662598
	Iteration 28Q: 3 clusters Score -7969740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -7969743.000000 Penalty: 5510.662598
	Iteration 29Q: 3 clusters Score -7969743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -7969743.000000 Penalty: 5510.662598
	Iteration 30F: 3 clusters Score -7969743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -425687.406250 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -425687.4 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 1858 members 
Entering Unmasked Estep 
Score: -421997.281250 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -421997.3 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -422752.406250 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -422752.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -422910.906250 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -422910.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423008.468750 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -423008.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -423090.781250 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -423090.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -423147.500000 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -423147.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -423201.562500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -423201.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -423256.718750 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -423256.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -423314.656250 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -423314.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -423383.687500 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -423383.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -423441.937500 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -423441.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -423492.750000 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -423492.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -423529.125000 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -423529.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423559.750000 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -423559.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -423595.343750 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -423595.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423623.437500 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -423623.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -423643.531250 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -423643.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423668.656250 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -423668.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -423690.531250 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -423690.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -423718.125000 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -423718.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -423754.375000 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -423754.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -423791.468750 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -423791.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -423823.593750 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -423823.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -423850.562500 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -423850.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -423872.750000 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -423872.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -423906.656250 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -423906.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -423943.375000 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -423943.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -423996.625000 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -423996.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -424060.218750 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -424060.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -424156.468750 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -424156.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -424314.062500 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -424314.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -424645.406250 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -424645.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425236.187500 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -425236.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -425555.281250 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -425555.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -425791.250000 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -425791.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -426063.687500 Penalty: 4079.318359
	Iteration 35Q: 3 clusters Score -426063.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -426268.187500 Penalty: 4079.318359
	Iteration 36Q: 3 clusters Score -426268.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -426425.781250 Penalty: 4079.318359
	Iteration 37Q: 3 clusters Score -426425.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -426509.031250 Penalty: 4079.318359
	Iteration 38Q: 3 clusters Score -426509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -426542.937500 Penalty: 4079.318359
	Iteration 39Q: 3 clusters Score -426542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -426561.812500 Penalty: 4079.318359
	Iteration 40F: 3 clusters Score -426561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -426576.906250 Penalty: 4079.318359
	Iteration 41Q: 3 clusters Score -426576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -426581.968750 Penalty: 4079.318359
	Iteration 42Q: 3 clusters Score -426582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -426586.125000 Penalty: 4079.318359
	Iteration 43Q: 3 clusters Score -426586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -426589.406250 Penalty: 4079.318359
	Iteration 44Q: 3 clusters Score -426589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -426589.875000 Penalty: 4079.318359
	Iteration 45Q: 3 clusters Score -426589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -426589.875000 Penalty: 4079.318359
	Iteration 46F: 3 clusters Score -426589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 1819 members 
Entering Unmasked Estep 
Score: -45021196.000000 Penalty: 95840.296875
Splitting cluster 4 changes total score from -45019704.000000 to -45021196.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -170352.796875 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -170352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168063.312500 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -168063.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168607.468750 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -168607.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168894.265625 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -168894.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -169139.875000 Penalty: 3676.131836
	Iteration 3F: 3 clusters Score -169139.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -169362.515625 Penalty: 3676.131836
	Iteration 4F: 3 clusters Score -169362.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -169565.375000 Penalty: 3676.131836
	Iteration 5F: 3 clusters Score -169565.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169690.656250 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -169690.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -169756.093750 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -169756.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -169792.234375 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -169792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169815.328125 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -169815.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -169826.015625 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -169826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -169831.062500 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -169831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -169834.718750 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -169834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -169841.812500 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -169841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -169846.968750 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -169847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169850.718750 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -169850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -169851.218750 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -169851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -169853.312500 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -169853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -169853.312500 Penalty: 3676.131836
	Iteration 18F: 3 clusters Score -169853.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -616553.500000 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -616553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -611838.437500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -611838.4 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -613229.375000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -613229.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -613702.062500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -613702.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -614162.812500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -614162.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -614617.375000 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -614617.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -615003.562500 Penalty: 4258.642578
	Iteration 5F: 3 clusters Score -615003.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -615313.437500 Penalty: 4258.642578
	Iteration 6F: 3 clusters Score -615313.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -615678.250000 Penalty: 4258.642578
	Iteration 7F: 3 clusters Score -615678.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -616150.875000 Penalty: 4258.642578
	Iteration 8F: 3 clusters Score -616150.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -616644.000000 Penalty: 4258.642578
	Iteration 9F: 3 clusters Score -616644 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -617174.750000 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -617174.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -617682.000000 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -617682 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -618112.312500 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -618112.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -618257.437500 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -618257.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -618292.750000 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -618292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -618302.062500 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -618302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -618301.437500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -618301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -618302.812500 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -618302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -618304.000000 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -618304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -618304.437500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -618304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -618304.437500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -618304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 19289 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2770 members 
Entering Unmasked Estep 
Score: -45021928.000000 Penalty: 99034.976562
Splitting cluster 6 changes total score from -45019704.000000 to -45021928.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -1377168.250000 Penalty: 2315.918701
	Iteration 0F: 2 clusters Score -1377168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1368670.375000 Penalty: 4631.837402
	Iteration 0F: 3 clusters Score -1368670 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1371101.000000 Penalty: 4631.837402
	Iteration 1F: 3 clusters Score -1371101 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1371401.625000 Penalty: 4631.837402
	Iteration 2F: 3 clusters Score -1371402 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1371595.750000 Penalty: 4631.837402
	Iteration 3Q: 3 clusters Score -1371596 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1371757.750000 Penalty: 4631.837402
	Iteration 4Q: 3 clusters Score -1371758 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1371897.125000 Penalty: 4631.837402
	Iteration 5Q: 3 clusters Score -1371897 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1372039.625000 Penalty: 4631.837402
	Iteration 6Q: 3 clusters Score -1372040 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1372215.375000 Penalty: 4631.837402
	Iteration 7Q: 3 clusters Score -1372215 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1372464.500000 Penalty: 4631.837402
	Iteration 8Q: 3 clusters Score -1372464 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1372734.000000 Penalty: 4631.837402
	Iteration 9Q: 3 clusters Score -1372734 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1373063.250000 Penalty: 4631.837402
	Iteration 10Q: 3 clusters Score -1373063 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1373477.875000 Penalty: 4631.837402
	Iteration 11Q: 3 clusters Score -1373478 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1373886.250000 Penalty: 4631.837402
	Iteration 12Q: 3 clusters Score -1373886 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1374275.375000 Penalty: 4631.837402
	Iteration 13Q: 3 clusters Score -1374275 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1374574.125000 Penalty: 4631.837402
	Iteration 14Q: 3 clusters Score -1374574 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1374748.625000 Penalty: 4631.837402
	Iteration 15Q: 3 clusters Score -1374749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1374868.500000 Penalty: 4631.837402
	Iteration 16Q: 3 clusters Score -1374868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1374941.375000 Penalty: 4631.837402
	Iteration 17Q: 3 clusters Score -1374941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1374977.625000 Penalty: 4631.837402
	Iteration 18Q: 3 clusters Score -1374978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1375010.750000 Penalty: 4631.837402
	Iteration 19Q: 3 clusters Score -1375011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1375042.625000 Penalty: 4631.837402
	Iteration 20F: 3 clusters Score -1375043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1375064.000000 Penalty: 4631.837402
	Iteration 21Q: 3 clusters Score -1375064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1375078.000000 Penalty: 4631.837402
	Iteration 22Q: 3 clusters Score -1375078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1375095.625000 Penalty: 4631.837402
	Iteration 23Q: 3 clusters Score -1375096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1375107.250000 Penalty: 4631.837402
	Iteration 24Q: 3 clusters Score -1375107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1375117.750000 Penalty: 4631.837402
	Iteration 25Q: 3 clusters Score -1375118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1375117.500000 Penalty: 4631.837402
	Iteration 26Q: 3 clusters Score -1375118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1375118.375000 Penalty: 4631.837402
	Iteration 27Q: 3 clusters Score -1375118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1375121.625000 Penalty: 4631.837402
	Iteration 28Q: 3 clusters Score -1375122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1375121.625000 Penalty: 4631.837402
	Iteration 29F: 3 clusters Score -1375122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -323788.343750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -323788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -320563.593750 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -320563.6 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -321381.156250 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -321381.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -321696.750000 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -321696.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -321961.562500 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -321961.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -322195.031250 Penalty: 3974.289795
	Iteration 4F: 3 clusters Score -322195 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -322411.812500 Penalty: 3974.289795
	Iteration 5F: 3 clusters Score -322411.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -322567.031250 Penalty: 3974.289795
	Iteration 6F: 3 clusters Score -322567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -322675.500000 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -322675.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -322748.093750 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -322748.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -322781.500000 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -322781.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -322801.812500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -322801.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -322820.000000 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -322820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -322841.156250 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -322841.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -322863.062500 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -322863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -322878.562500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -322878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -322894.218750 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -322894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -322912.656250 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -322912.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -322924.250000 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -322924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -322927.343750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -322927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -322928.625000 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -322928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -322930.375000 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -322930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -322931.687500 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -322931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -322933.250000 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -322933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -322934.750000 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -322934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -322935.812500 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -322935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -322935.812500 Penalty: 3974.289795
	Iteration 25F: 3 clusters Score -322935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -341758.031250 Penalty: 2014.348145
	Iteration 0F: 2 clusters Score -341758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -338330.500000 Penalty: 4028.696289
	Iteration 0F: 3 clusters Score -338330.5 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -339298.406250 Penalty: 4028.696289
	Iteration 1F: 3 clusters Score -339298.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -339725.750000 Penalty: 4028.696289
	Iteration 2F: 3 clusters Score -339725.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -340110.750000 Penalty: 4028.696289
	Iteration 3F: 3 clusters Score -340110.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -340448.093750 Penalty: 4028.696289
	Iteration 4F: 3 clusters Score -340448.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -340678.406250 Penalty: 4028.696289
	Iteration 5F: 3 clusters Score -340678.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -340814.625000 Penalty: 4028.696289
	Iteration 6Q: 3 clusters Score -340814.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -340883.625000 Penalty: 4028.696289
	Iteration 7Q: 3 clusters Score -340883.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -340916.312500 Penalty: 4028.696289
	Iteration 8Q: 3 clusters Score -340916.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -340939.125000 Penalty: 4028.696289
	Iteration 9Q: 3 clusters Score -340939.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -340954.312500 Penalty: 4028.696289
	Iteration 10Q: 3 clusters Score -340954.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -340963.250000 Penalty: 4028.696289
	Iteration 11Q: 3 clusters Score -340963.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340967.187500 Penalty: 4028.696289
	Iteration 12Q: 3 clusters Score -340967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -340969.937500 Penalty: 4028.696289
	Iteration 13Q: 3 clusters Score -340969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -340973.625000 Penalty: 4028.696289
	Iteration 14Q: 3 clusters Score -340973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -340973.843750 Penalty: 4028.696289
	Iteration 15Q: 3 clusters Score -340973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -340974.312500 Penalty: 4028.696289
	Iteration 16Q: 3 clusters Score -340974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -340974.937500 Penalty: 4028.696289
	Iteration 17Q: 3 clusters Score -340974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -340975.812500 Penalty: 4028.696289
	Iteration 18Q: 3 clusters Score -340975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -340975.718750 Penalty: 4028.696289
	Iteration 19Q: 3 clusters Score -340975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -340976.812500 Penalty: 4028.696289
	Iteration 20F: 3 clusters Score -340976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -340979.593750 Penalty: 4028.696289
	Iteration 21Q: 3 clusters Score -340979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -340981.687500 Penalty: 4028.696289
	Iteration 22Q: 3 clusters Score -340981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -340982.781250 Penalty: 4028.696289
	Iteration 23Q: 3 clusters Score -340982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -340984.812500 Penalty: 4028.696289
	Iteration 24Q: 3 clusters Score -340984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340988.093750 Penalty: 4028.696289
	Iteration 25Q: 3 clusters Score -340988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -340989.375000 Penalty: 4028.696289
	Iteration 26Q: 3 clusters Score -340989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -340990.718750 Penalty: 4028.696289
	Iteration 27Q: 3 clusters Score -340990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340992.812500 Penalty: 4028.696289
	Iteration 28Q: 3 clusters Score -340992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340992.500000 Penalty: 4028.696289
	Iteration 29Q: 3 clusters Score -340992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340994.187500 Penalty: 4028.696289
	Iteration 30Q: 3 clusters Score -340994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340994.187500 Penalty: 4028.696289
	Iteration 31F: 3 clusters Score -340994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -561101.625000 Penalty: 2102.913818
	Iteration 0F: 2 clusters Score -561101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -556735.375000 Penalty: 4205.827637
	Iteration 0F: 3 clusters Score -556735.4 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557730.875000 Penalty: 4205.827637
	Iteration 1F: 3 clusters Score -557730.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -557927.250000 Penalty: 4205.827637
	Iteration 2F: 3 clusters Score -557927.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -558035.625000 Penalty: 4205.827637
	Iteration 3Q: 3 clusters Score -558035.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -558116.687500 Penalty: 4205.827637
	Iteration 4Q: 3 clusters Score -558116.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -558191.312500 Penalty: 4205.827637
	Iteration 5Q: 3 clusters Score -558191.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -558263.062500 Penalty: 4205.827637
	Iteration 6Q: 3 clusters Score -558263.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -558326.250000 Penalty: 4205.827637
	Iteration 7Q: 3 clusters Score -558326.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -558388.187500 Penalty: 4205.827637
	Iteration 8Q: 3 clusters Score -558388.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -558454.000000 Penalty: 4205.827637
	Iteration 9Q: 3 clusters Score -558454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -558523.375000 Penalty: 4205.827637
	Iteration 10Q: 3 clusters Score -558523.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -558595.375000 Penalty: 4205.827637
	Iteration 11Q: 3 clusters Score -558595.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -558670.187500 Penalty: 4205.827637
	Iteration 12Q: 3 clusters Score -558670.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -558731.937500 Penalty: 4205.827637
	Iteration 13Q: 3 clusters Score -558731.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -558791.750000 Penalty: 4205.827637
	Iteration 14Q: 3 clusters Score -558791.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -558848.875000 Penalty: 4205.827637
	Iteration 15Q: 3 clusters Score -558848.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -558908.562500 Penalty: 4205.827637
	Iteration 16Q: 3 clusters Score -558908.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -558953.812500 Penalty: 4205.827637
	Iteration 17Q: 3 clusters Score -558953.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -558989.750000 Penalty: 4205.827637
	Iteration 18Q: 3 clusters Score -558989.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -559012.125000 Penalty: 4205.827637
	Iteration 19Q: 3 clusters Score -559012.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -559032.250000 Penalty: 4205.827637
	Iteration 20F: 3 clusters Score -559032.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -559053.250000 Penalty: 4205.827637
	Iteration 21Q: 3 clusters Score -559053.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -559078.437500 Penalty: 4205.827637
	Iteration 22Q: 3 clusters Score -559078.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -559103.687500 Penalty: 4205.827637
	Iteration 23Q: 3 clusters Score -559103.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -559128.812500 Penalty: 4205.827637
	Iteration 24Q: 3 clusters Score -559128.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -559148.250000 Penalty: 4205.827637
	Iteration 25Q: 3 clusters Score -559148.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -559165.812500 Penalty: 4205.827637
	Iteration 26Q: 3 clusters Score -559165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -559183.812500 Penalty: 4205.827637
	Iteration 27Q: 3 clusters Score -559183.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -559199.062500 Penalty: 4205.827637
	Iteration 28Q: 3 clusters Score -559199.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -559209.500000 Penalty: 4205.827637
	Iteration 29Q: 3 clusters Score -559209.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -559223.437500 Penalty: 4205.827637
	Iteration 30Q: 3 clusters Score -559223.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -559238.437500 Penalty: 4205.827637
	Iteration 31Q: 3 clusters Score -559238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -559247.125000 Penalty: 4205.827637
	Iteration 32Q: 3 clusters Score -559247.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -559259.812500 Penalty: 4205.827637
	Iteration 33Q: 3 clusters Score -559259.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -559270.750000 Penalty: 4205.827637
	Iteration 34Q: 3 clusters Score -559270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -559280.812500 Penalty: 4205.827637
	Iteration 35Q: 3 clusters Score -559280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -559287.250000 Penalty: 4205.827637
	Iteration 36Q: 3 clusters Score -559287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -559295.000000 Penalty: 4205.827637
	Iteration 37Q: 3 clusters Score -559295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -559301.562500 Penalty: 4205.827637
	Iteration 38Q: 3 clusters Score -559301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -559306.750000 Penalty: 4205.827637
	Iteration 39Q: 3 clusters Score -559306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -559308.937500 Penalty: 4205.827637
	Iteration 40F: 3 clusters Score -559308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -559310.437500 Penalty: 4205.827637
	Iteration 41Q: 3 clusters Score -559310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -559313.125000 Penalty: 4205.827637
	Iteration 42Q: 3 clusters Score -559313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -559314.187500 Penalty: 4205.827637
	Iteration 43Q: 3 clusters Score -559314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -559314.000000 Penalty: 4205.827637
	Iteration 44Q: 3 clusters Score -559314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -559314.000000 Penalty: 4205.827637
	Iteration 45F: 3 clusters Score -559314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -380668.562500 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -380668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -377184.187500 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -377184.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -377920.781250 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -377920.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -378094.281250 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -378094.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -378201.187500 Penalty: 4018.281738
	Iteration 3Q: 3 clusters Score -378201.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -378279.156250 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -378279.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -378332.812500 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -378332.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -378371.218750 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -378371.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -378394.437500 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -378394.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -378409.875000 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -378409.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -378421.062500 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -378421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -378431.687500 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -378431.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -378443.687500 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -378443.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -378453.875000 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -378453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -378462.750000 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -378462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -378470.468750 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -378470.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -378480.562500 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -378480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -378491.843750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -378491.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -378505.843750 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -378505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -378512.000000 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -378512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -378521.406250 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -378521.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378529.218750 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -378529.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -378535.750000 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -378535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -378540.625000 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -378540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -378544.937500 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -378544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -378551.656250 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -378551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -378557.250000 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -378557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -378561.093750 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -378561.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -378567.687500 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -378567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -378574.062500 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -378574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -378582.781250 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -378582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -378593.125000 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -378593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -378601.218750 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -378601.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -378609.218750 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -378609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -378614.218750 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -378614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -378618.062500 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -378618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -378622.156250 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -378622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -378626.750000 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -378626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -378629.093750 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -378629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -378630.906250 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -378630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378631.437500 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -378631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -378631.812500 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -378631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -378632.937500 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -378632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -378632.937500 Penalty: 4018.281738
	Iteration 42F: 3 clusters Score -378632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Entering Unmasked Estep 
Score: -1800897.125000 Penalty: 2403.821289
	Iteration 0F: 2 clusters Score -1800897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1789239.250000 Penalty: 4807.642578
	Iteration 0F: 3 clusters Score -1789239 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1793397.250000 Penalty: 4807.642578
	Iteration 1F: 3 clusters Score -1793397 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1794342.500000 Penalty: 4807.642578
	Iteration 2F: 3 clusters Score -1794342 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1795247.125000 Penalty: 4807.642578
	Iteration 3F: 3 clusters Score -1795247 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1795966.000000 Penalty: 4807.642578
	Iteration 4F: 3 clusters Score -1795966 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1796586.625000 Penalty: 4807.642578
	Iteration 5F: 3 clusters Score -1796587 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1797087.250000 Penalty: 4807.642578
	Iteration 6F: 3 clusters Score -1797087 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1797517.500000 Penalty: 4807.642578
	Iteration 7Q: 3 clusters Score -1797518 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1797857.000000 Penalty: 4807.642578
	Iteration 8Q: 3 clusters Score -1797857 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1798107.750000 Penalty: 4807.642578
	Iteration 9Q: 3 clusters Score -1798108 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1798301.250000 Penalty: 4807.642578
	Iteration 10Q: 3 clusters Score -1798301 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1798457.375000 Penalty: 4807.642578
	Iteration 11Q: 3 clusters Score -1798457 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1798596.125000 Penalty: 4807.642578
	Iteration 12Q: 3 clusters Score -1798596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1798705.625000 Penalty: 4807.642578
	Iteration 13Q: 3 clusters Score -1798706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1798769.875000 Penalty: 4807.642578
	Iteration 14Q: 3 clusters Score -1798770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1798834.250000 Penalty: 4807.642578
	Iteration 15Q: 3 clusters Score -1798834 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1798880.875000 Penalty: 4807.642578
	Iteration 16Q: 3 clusters Score -1798881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1798919.125000 Penalty: 4807.642578
	Iteration 17Q: 3 clusters Score -1798919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1798929.500000 Penalty: 4807.642578
	Iteration 18Q: 3 clusters Score -1798930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1798946.500000 Penalty: 4807.642578
	Iteration 19Q: 3 clusters Score -1798946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1798957.375000 Penalty: 4807.642578
	Iteration 20F: 3 clusters Score -1798957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1798963.375000 Penalty: 4807.642578
	Iteration 21Q: 3 clusters Score -1798963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1798975.375000 Penalty: 4807.642578
	Iteration 22Q: 3 clusters Score -1798975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1798984.500000 Penalty: 4807.642578
	Iteration 23Q: 3 clusters Score -1798984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1798999.125000 Penalty: 4807.642578
	Iteration 24Q: 3 clusters Score -1798999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1798996.250000 Penalty: 4807.642578
	Iteration 25Q: 3 clusters Score -1798996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1799005.250000 Penalty: 4807.642578
	Iteration 26Q: 3 clusters Score -1799005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1799009.000000 Penalty: 4807.642578
	Iteration 27Q: 3 clusters Score -1799009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1799003.125000 Penalty: 4807.642578
	Iteration 28Q: 3 clusters Score -1799003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1799007.000000 Penalty: 4807.642578
	Iteration 29Q: 3 clusters Score -1799007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1799014.500000 Penalty: 4807.642578
	Iteration 30Q: 3 clusters Score -1799014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1799013.625000 Penalty: 4807.642578
	Iteration 31Q: 3 clusters Score -1799014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1799016.875000 Penalty: 4807.642578
	Iteration 32Q: 3 clusters Score -1799017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1799025.500000 Penalty: 4807.642578
	Iteration 33Q: 3 clusters Score -1799026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1799032.125000 Penalty: 4807.642578
	Iteration 34Q: 3 clusters Score -1799032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1799031.750000 Penalty: 4807.642578
	Iteration 35Q: 3 clusters Score -1799032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1799033.750000 Penalty: 4807.642578
	Iteration 36Q: 3 clusters Score -1799034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1799033.500000 Penalty: 4807.642578
	Iteration 37Q: 3 clusters Score -1799034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1799037.625000 Penalty: 4807.642578
	Iteration 38Q: 3 clusters Score -1799038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1799038.375000 Penalty: 4807.642578
	Iteration 39Q: 3 clusters Score -1799038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1799038.375000 Penalty: 4807.642578
	Iteration 40F: 3 clusters Score -1799038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1799033.750000 Penalty: 4807.642578
	Iteration 41Q: 3 clusters Score -1799034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1799037.250000 Penalty: 4807.642578
	Iteration 42Q: 3 clusters Score -1799037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1799039.500000 Penalty: 4807.642578
	Iteration 43Q: 3 clusters Score -1799040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1799043.750000 Penalty: 4807.642578
	Iteration 44Q: 3 clusters Score -1799044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1799045.125000 Penalty: 4807.642578
	Iteration 45Q: 3 clusters Score -1799045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1799044.250000 Penalty: 4807.642578
	Iteration 46Q: 3 clusters Score -1799044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1799045.250000 Penalty: 4807.642578
	Iteration 47Q: 3 clusters Score -1799045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1799048.250000 Penalty: 4807.642578
	Iteration 48Q: 3 clusters Score -1799048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1799048.250000 Penalty: 4807.642578
	Iteration 49F: 3 clusters Score -1799048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Entering Unmasked Estep 
Score: -2145862.250000 Penalty: 2447.088135
	Iteration 0F: 2 clusters Score -2145862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2132314.250000 Penalty: 4894.176270
	Iteration 0F: 3 clusters Score -2132314 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2137180.750000 Penalty: 4894.176270
	Iteration 1F: 3 clusters Score -2137181 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2138158.500000 Penalty: 4894.176270
	Iteration 2F: 3 clusters Score -2138158 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2139408.750000 Penalty: 4894.176270
	Iteration 3F: 3 clusters Score -2139409 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2140844.000000 Penalty: 4894.176270
	Iteration 4F: 3 clusters Score -2140844 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2142028.500000 Penalty: 4894.176270
	Iteration 5F: 3 clusters Score -2142028 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2142847.000000 Penalty: 4894.176270
	Iteration 6F: 3 clusters Score -2142847 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2143435.750000 Penalty: 4894.176270
	Iteration 7Q: 3 clusters Score -2143436 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2143876.000000 Penalty: 4894.176270
	Iteration 8Q: 3 clusters Score -2143876 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2144212.750000 Penalty: 4894.176270
	Iteration 9Q: 3 clusters Score -2144213 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2144411.250000 Penalty: 4894.176270
	Iteration 10Q: 3 clusters Score -2144411 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2144542.750000 Penalty: 4894.176270
	Iteration 11Q: 3 clusters Score -2144543 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2144598.750000 Penalty: 4894.176270
	Iteration 12Q: 3 clusters Score -2144599 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2144643.750000 Penalty: 4894.176270
	Iteration 13Q: 3 clusters Score -2144644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2144687.750000 Penalty: 4894.176270
	Iteration 14Q: 3 clusters Score -2144688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2144717.750000 Penalty: 4894.176270
	Iteration 15Q: 3 clusters Score -2144718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2144736.500000 Penalty: 4894.176270
	Iteration 16Q: 3 clusters Score -2144736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2144753.000000 Penalty: 4894.176270
	Iteration 17Q: 3 clusters Score -2144753 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2144766.500000 Penalty: 4894.176270
	Iteration 18Q: 3 clusters Score -2144766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2144795.500000 Penalty: 4894.176270
	Iteration 19Q: 3 clusters Score -2144796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2144813.500000 Penalty: 4894.176270
	Iteration 20F: 3 clusters Score -2144814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2144822.000000 Penalty: 4894.176270
	Iteration 21Q: 3 clusters Score -2144822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2144841.000000 Penalty: 4894.176270
	Iteration 22Q: 3 clusters Score -2144841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2144842.750000 Penalty: 4894.176270
	Iteration 23Q: 3 clusters Score -2144843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2144853.750000 Penalty: 4894.176270
	Iteration 24Q: 3 clusters Score -2144854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2144856.500000 Penalty: 4894.176270
	Iteration 25Q: 3 clusters Score -2144856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2144860.250000 Penalty: 4894.176270
	Iteration 26Q: 3 clusters Score -2144860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2144862.750000 Penalty: 4894.176270
	Iteration 27Q: 3 clusters Score -2144863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2144867.750000 Penalty: 4894.176270
	Iteration 28Q: 3 clusters Score -2144868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2144876.250000 Penalty: 4894.176270
	Iteration 29Q: 3 clusters Score -2144876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2144878.500000 Penalty: 4894.176270
	Iteration 30Q: 3 clusters Score -2144878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2144885.250000 Penalty: 4894.176270
	Iteration 31Q: 3 clusters Score -2144885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2144888.250000 Penalty: 4894.176270
	Iteration 32Q: 3 clusters Score -2144888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2144895.750000 Penalty: 4894.176270
	Iteration 33Q: 3 clusters Score -2144896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2144903.250000 Penalty: 4894.176270
	Iteration 34Q: 3 clusters Score -2144903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2144907.750000 Penalty: 4894.176270
	Iteration 35Q: 3 clusters Score -2144908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2144921.000000 Penalty: 4894.176270
	Iteration 36Q: 3 clusters Score -2144921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2144922.000000 Penalty: 4894.176270
	Iteration 37Q: 3 clusters Score -2144922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2144928.750000 Penalty: 4894.176270
	Iteration 38Q: 3 clusters Score -2144929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2144937.250000 Penalty: 4894.176270
	Iteration 39Q: 3 clusters Score -2144937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2144941.250000 Penalty: 4894.176270
	Iteration 40F: 3 clusters Score -2144941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2144949.750000 Penalty: 4894.176270
	Iteration 41Q: 3 clusters Score -2144950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2144960.750000 Penalty: 4894.176270
	Iteration 42Q: 3 clusters Score -2144961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2144958.500000 Penalty: 4894.176270
	Iteration 43Q: 3 clusters Score -2144958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2144957.000000 Penalty: 4894.176270
	Iteration 44Q: 3 clusters Score -2144957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2144962.250000 Penalty: 4894.176270
	Iteration 45Q: 3 clusters Score -2144962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2144967.500000 Penalty: 4894.176270
	Iteration 46Q: 3 clusters Score -2144968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2144968.000000 Penalty: 4894.176270
	Iteration 47Q: 3 clusters Score -2144968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2144974.000000 Penalty: 4894.176270
	Iteration 48Q: 3 clusters Score -2144974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2144982.250000 Penalty: 4894.176270
	Iteration 49Q: 3 clusters Score -2144982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2144990.250000 Penalty: 4894.176270
	Iteration 50Q: 3 clusters Score -2144990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2144996.000000 Penalty: 4894.176270
	Iteration 51Q: 3 clusters Score -2144996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2145007.750000 Penalty: 4894.176270
	Iteration 52Q: 3 clusters Score -2145008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2145009.750000 Penalty: 4894.176270
	Iteration 53Q: 3 clusters Score -2145010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2145011.250000 Penalty: 4894.176270
	Iteration 54Q: 3 clusters Score -2145011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2145021.000000 Penalty: 4894.176270
	Iteration 55Q: 3 clusters Score -2145021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2145015.750000 Penalty: 4894.176270
	Iteration 56Q: 3 clusters Score -2145016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2145021.000000 Penalty: 4894.176270
	Iteration 57Q: 3 clusters Score -2145021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2145032.750000 Penalty: 4894.176270
	Iteration 58Q: 3 clusters Score -2145033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2145044.250000 Penalty: 4894.176270
	Iteration 59Q: 3 clusters Score -2145044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2145054.000000 Penalty: 4894.176270
	Iteration 60F: 3 clusters Score -2145054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2145057.500000 Penalty: 4894.176270
	Iteration 61Q: 3 clusters Score -2145058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2145071.000000 Penalty: 4894.176270
	Iteration 62Q: 3 clusters Score -2145071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2145072.000000 Penalty: 4894.176270
	Iteration 63Q: 3 clusters Score -2145072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2145079.000000 Penalty: 4894.176270
	Iteration 64Q: 3 clusters Score -2145079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2145085.500000 Penalty: 4894.176270
	Iteration 65Q: 3 clusters Score -2145086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2145081.500000 Penalty: 4894.176270
	Iteration 66Q: 3 clusters Score -2145082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2145080.000000 Penalty: 4894.176270
	Iteration 67Q: 3 clusters Score -2145080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2145076.250000 Penalty: 4894.176270
	Iteration 68Q: 3 clusters Score -2145076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2145081.750000 Penalty: 4894.176270
	Iteration 69Q: 3 clusters Score -2145082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2145084.250000 Penalty: 4894.176270
	Iteration 70Q: 3 clusters Score -2145084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2145089.500000 Penalty: 4894.176270
	Iteration 71Q: 3 clusters Score -2145090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2145092.750000 Penalty: 4894.176270
	Iteration 72Q: 3 clusters Score -2145093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2145092.750000 Penalty: 4894.176270
	Iteration 73Q: 3 clusters Score -2145093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2145100.750000 Penalty: 4894.176270
	Iteration 74Q: 3 clusters Score -2145101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2145105.250000 Penalty: 4894.176270
	Iteration 75Q: 3 clusters Score -2145105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2145112.000000 Penalty: 4894.176270
	Iteration 76Q: 3 clusters Score -2145112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2145113.750000 Penalty: 4894.176270
	Iteration 77Q: 3 clusters Score -2145114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2145117.750000 Penalty: 4894.176270
	Iteration 78Q: 3 clusters Score -2145118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2145114.750000 Penalty: 4894.176270
	Iteration 79Q: 3 clusters Score -2145115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2145117.500000 Penalty: 4894.176270
	Iteration 80F: 3 clusters Score -2145118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2145126.000000 Penalty: 4894.176270
	Iteration 81Q: 3 clusters Score -2145126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2145129.500000 Penalty: 4894.176270
	Iteration 82Q: 3 clusters Score -2145130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2145132.750000 Penalty: 4894.176270
	Iteration 83Q: 3 clusters Score -2145133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2145133.000000 Penalty: 4894.176270
	Iteration 84Q: 3 clusters Score -2145133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2145141.750000 Penalty: 4894.176270
	Iteration 85Q: 3 clusters Score -2145142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2145144.000000 Penalty: 4894.176270
	Iteration 86Q: 3 clusters Score -2145144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2145146.750000 Penalty: 4894.176270
	Iteration 87Q: 3 clusters Score -2145147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2145154.000000 Penalty: 4894.176270
	Iteration 88Q: 3 clusters Score -2145154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2145152.500000 Penalty: 4894.176270
	Iteration 89Q: 3 clusters Score -2145152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2145155.750000 Penalty: 4894.176270
	Iteration 90Q: 3 clusters Score -2145156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2145164.250000 Penalty: 4894.176270
	Iteration 91Q: 3 clusters Score -2145164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2145165.000000 Penalty: 4894.176270
	Iteration 92Q: 3 clusters Score -2145165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2145169.750000 Penalty: 4894.176270
	Iteration 93Q: 3 clusters Score -2145170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2145177.250000 Penalty: 4894.176270
	Iteration 94Q: 3 clusters Score -2145177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2145190.500000 Penalty: 4894.176270
	Iteration 95Q: 3 clusters Score -2145190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2145196.750000 Penalty: 4894.176270
	Iteration 96Q: 3 clusters Score -2145197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2145207.000000 Penalty: 4894.176270
	Iteration 97Q: 3 clusters Score -2145207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2145218.250000 Penalty: 4894.176270
	Iteration 98Q: 3 clusters Score -2145218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2145230.500000 Penalty: 4894.176270
	Iteration 99Q: 3 clusters Score -2145230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2145238.250000 Penalty: 4894.176270
	Iteration 100F: 3 clusters Score -2145238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2145244.250000 Penalty: 4894.176270
	Iteration 101Q: 3 clusters Score -2145244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2145243.250000 Penalty: 4894.176270
	Iteration 102Q: 3 clusters Score -2145243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2145255.500000 Penalty: 4894.176270
	Iteration 103Q: 3 clusters Score -2145256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2145262.750000 Penalty: 4894.176270
	Iteration 104Q: 3 clusters Score -2145263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2145270.000000 Penalty: 4894.176270
	Iteration 105Q: 3 clusters Score -2145270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2145282.000000 Penalty: 4894.176270
	Iteration 106Q: 3 clusters Score -2145282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2145290.000000 Penalty: 4894.176270
	Iteration 107Q: 3 clusters Score -2145290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2145299.000000 Penalty: 4894.176270
	Iteration 108Q: 3 clusters Score -2145299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2145306.500000 Penalty: 4894.176270
	Iteration 109Q: 3 clusters Score -2145306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2145324.500000 Penalty: 4894.176270
	Iteration 110Q: 3 clusters Score -2145324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2145333.000000 Penalty: 4894.176270
	Iteration 111Q: 3 clusters Score -2145333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2145348.000000 Penalty: 4894.176270
	Iteration 112Q: 3 clusters Score -2145348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2145360.250000 Penalty: 4894.176270
	Iteration 113Q: 3 clusters Score -2145360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2145370.250000 Penalty: 4894.176270
	Iteration 114Q: 3 clusters Score -2145370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2145383.250000 Penalty: 4894.176270
	Iteration 115Q: 3 clusters Score -2145383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2145393.250000 Penalty: 4894.176270
	Iteration 116Q: 3 clusters Score -2145393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2145402.000000 Penalty: 4894.176270
	Iteration 117Q: 3 clusters Score -2145402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2145415.750000 Penalty: 4894.176270
	Iteration 118Q: 3 clusters Score -2145416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2145418.750000 Penalty: 4894.176270
	Iteration 119Q: 3 clusters Score -2145419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2145436.250000 Penalty: 4894.176270
	Iteration 120F: 3 clusters Score -2145436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2145459.500000 Penalty: 4894.176270
	Iteration 121Q: 3 clusters Score -2145460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2145472.000000 Penalty: 4894.176270
	Iteration 122Q: 3 clusters Score -2145472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2145486.000000 Penalty: 4894.176270
	Iteration 123Q: 3 clusters Score -2145486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2145503.750000 Penalty: 4894.176270
	Iteration 124Q: 3 clusters Score -2145504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2145523.250000 Penalty: 4894.176270
	Iteration 125Q: 3 clusters Score -2145523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2145550.500000 Penalty: 4894.176270
	Iteration 126Q: 3 clusters Score -2145550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2145585.500000 Penalty: 4894.176270
	Iteration 127Q: 3 clusters Score -2145586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2145648.000000 Penalty: 4894.176270
	Iteration 128Q: 3 clusters Score -2145648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2145729.750000 Penalty: 4894.176270
	Iteration 129Q: 3 clusters Score -2145730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2145809.500000 Penalty: 4894.176270
	Iteration 130Q: 3 clusters Score -2145810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2145884.250000 Penalty: 4894.176270
	Iteration 131Q: 3 clusters Score -2145884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2145926.000000 Penalty: 4894.176270
	Iteration 132Q: 3 clusters Score -2145926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2145964.000000 Penalty: 4894.176270
	Iteration 133Q: 3 clusters Score -2145964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2145992.750000 Penalty: 4894.176270
	Iteration 134Q: 3 clusters Score -2145993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2146020.250000 Penalty: 4894.176270
	Iteration 135Q: 3 clusters Score -2146020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2146046.500000 Penalty: 4894.176270
	Iteration 136Q: 3 clusters Score -2146046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2146065.500000 Penalty: 4894.176270
	Iteration 137Q: 3 clusters Score -2146066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2146085.250000 Penalty: 4894.176270
	Iteration 138Q: 3 clusters Score -2146085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2146094.750000 Penalty: 4894.176270
	Iteration 139Q: 3 clusters Score -2146095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2146097.500000 Penalty: 4894.176270
	Iteration 140F: 3 clusters Score -2146098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2146105.250000 Penalty: 4894.176270
	Iteration 141Q: 3 clusters Score -2146105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2146107.250000 Penalty: 4894.176270
	Iteration 142Q: 3 clusters Score -2146107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2146112.750000 Penalty: 4894.176270
	Iteration 143Q: 3 clusters Score -2146113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2146112.750000 Penalty: 4894.176270
	Iteration 144Q: 3 clusters Score -2146113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2146112.750000 Penalty: 4894.176270
	Iteration 145Q: 3 clusters Score -2146113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2146111.750000 Penalty: 4894.176270
	Iteration 146Q: 3 clusters Score -2146112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2146115.750000 Penalty: 4894.176270
	Iteration 147Q: 3 clusters Score -2146116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2146117.000000 Penalty: 4894.176270
	Iteration 148Q: 3 clusters Score -2146117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2146115.750000 Penalty: 4894.176270
	Iteration 149Q: 3 clusters Score -2146116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2146117.000000 Penalty: 4894.176270
	Iteration 150Q: 3 clusters Score -2146117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2146116.250000 Penalty: 4894.176270
	Iteration 151Q: 3 clusters Score -2146116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2146116.500000 Penalty: 4894.176270
	Iteration 152Q: 3 clusters Score -2146116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2146118.000000 Penalty: 4894.176270
	Iteration 153Q: 3 clusters Score -2146118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2146118.250000 Penalty: 4894.176270
	Iteration 154Q: 3 clusters Score -2146118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2146122.500000 Penalty: 4894.176270
	Iteration 155Q: 3 clusters Score -2146122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2146121.000000 Penalty: 4894.176270
	Iteration 156Q: 3 clusters Score -2146121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2146116.750000 Penalty: 4894.176270
	Iteration 157Q: 3 clusters Score -2146117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2146116.750000 Penalty: 4894.176270
	Iteration 158Q: 3 clusters Score -2146117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2146118.750000 Penalty: 4894.176270
	Iteration 159Q: 3 clusters Score -2146119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2146122.500000 Penalty: 4894.176270
	Iteration 160F: 3 clusters Score -2146122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2146122.250000 Penalty: 4894.176270
	Iteration 161Q: 3 clusters Score -2146122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2146123.750000 Penalty: 4894.176270
	Iteration 162Q: 3 clusters Score -2146124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2146122.250000 Penalty: 4894.176270
	Iteration 163Q: 3 clusters Score -2146122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2146125.500000 Penalty: 4894.176270
	Iteration 164Q: 3 clusters Score -2146126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2146125.250000 Penalty: 4894.176270
	Iteration 165Q: 3 clusters Score -2146125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2146125.250000 Penalty: 4894.176270
	Iteration 166F: 3 clusters Score -2146125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 16094 members 
Entering Unmasked Estep 
Score: -45021460.000000 Penalty: 102229.648438
Splitting cluster 13 changes total score from -45019704.000000 to -45021460.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (71441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Entering Unmasked Estep 
Score: -8545505.000000 Penalty: 2771.803467
	Iteration 0F: 2 clusters Score -8545505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -8497496.000000 Penalty: 5543.606934
	Iteration 0F: 3 clusters Score -8497496 nChanged 33419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8516465.000000 Penalty: 5543.606934
	Iteration 1F: 3 clusters Score -8516465 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8517121.000000 Penalty: 5543.606934
	Iteration 2Q: 3 clusters Score -8517121 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -8517855.000000 Penalty: 5543.606934
	Iteration 3Q: 3 clusters Score -8517855 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -8518711.000000 Penalty: 5543.606934
	Iteration 4Q: 3 clusters Score -8518711 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -8520039.000000 Penalty: 5543.606934
	Iteration 5Q: 3 clusters Score -8520039 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -8522125.000000 Penalty: 5543.606934
	Iteration 6F: 3 clusters Score -8522125 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8525253.000000 Penalty: 5543.606934
	Iteration 7F: 3 clusters Score -8525253 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -8529620.000000 Penalty: 5543.606934
	Iteration 8F: 3 clusters Score -8529620 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -8534447.000000 Penalty: 5543.606934
	Iteration 9F: 3 clusters Score -8534447 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -8538423.000000 Penalty: 5543.606934
	Iteration 10F: 3 clusters Score -8538423 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8541020.000000 Penalty: 5543.606934
	Iteration 11Q: 3 clusters Score -8541020 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8542240.000000 Penalty: 5543.606934
	Iteration 12Q: 3 clusters Score -8542240 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8542738.000000 Penalty: 5543.606934
	Iteration 13Q: 3 clusters Score -8542738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8542919.000000 Penalty: 5543.606934
	Iteration 14Q: 3 clusters Score -8542919 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8543065.000000 Penalty: 5543.606934
	Iteration 15Q: 3 clusters Score -8543065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8543148.000000 Penalty: 5543.606934
	Iteration 16Q: 3 clusters Score -8543148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8543176.000000 Penalty: 5543.606934
	Iteration 17Q: 3 clusters Score -8543176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8543202.000000 Penalty: 5543.606934
	Iteration 18Q: 3 clusters Score -8543202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8543211.000000 Penalty: 5543.606934
	Iteration 19Q: 3 clusters Score -8543211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8543219.000000 Penalty: 5543.606934
	Iteration 20F: 3 clusters Score -8543219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8543244.000000 Penalty: 5543.606934
	Iteration 21Q: 3 clusters Score -8543244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8543241.000000 Penalty: 5543.606934
	Iteration 22Q: 3 clusters Score -8543241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8543245.000000 Penalty: 5543.606934
	Iteration 23Q: 3 clusters Score -8543245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8543261.000000 Penalty: 5543.606934
	Iteration 24Q: 3 clusters Score -8543261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8543275.000000 Penalty: 5543.606934
	Iteration 25Q: 3 clusters Score -8543275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8543278.000000 Penalty: 5543.606934
	Iteration 26Q: 3 clusters Score -8543278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8543286.000000 Penalty: 5543.606934
	Iteration 27Q: 3 clusters Score -8543286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8543292.000000 Penalty: 5543.606934
	Iteration 28Q: 3 clusters Score -8543292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8543286.000000 Penalty: 5543.606934
	Iteration 29Q: 3 clusters Score -8543286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8543290.000000 Penalty: 5543.606934
	Iteration 30Q: 3 clusters Score -8543290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8543292.000000 Penalty: 5543.606934
	Iteration 31Q: 3 clusters Score -8543292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8543294.000000 Penalty: 5543.606934
	Iteration 32Q: 3 clusters Score -8543294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8543294.000000 Penalty: 5543.606934
	Iteration 33F: 3 clusters Score -8543294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -501920.218750 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -501920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -497765.156250 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -497765.2 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -498727.187500 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -498727.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -498991.875000 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -498991.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -499225.812500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -499225.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -499446.187500 Penalty: 4165.164062
	Iteration 4F: 3 clusters Score -499446.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -499710.875000 Penalty: 4165.164062
	Iteration 5F: 3 clusters Score -499710.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -499945.312500 Penalty: 4165.164062
	Iteration 6F: 3 clusters Score -499945.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -500174.750000 Penalty: 4165.164062
	Iteration 7F: 3 clusters Score -500174.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -500393.968750 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -500394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -500569.000000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -500569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -500670.343750 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -500670.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -500723.125000 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -500723.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -500752.062500 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -500752.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -500772.656250 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -500772.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -500790.250000 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -500790.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -500801.500000 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -500801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -500807.937500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -500807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -500811.875000 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -500811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -500814.531250 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -500814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -500819.750000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -500819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -500822.968750 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -500823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -500828.187500 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -500828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -500837.531250 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -500837.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -500846.312500 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -500846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -500852.437500 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -500852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -500856.500000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -500856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -500860.093750 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -500860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -500860.468750 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -500860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -500862.187500 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -500862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -500865.093750 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -500865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -500866.843750 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -500866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -500869.625000 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -500869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -500871.062500 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -500871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -500873.500000 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -500873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -500875.843750 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -500875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -500879.187500 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -500879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -500880.375000 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -500880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -500882.687500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -500882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -500881.781250 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -500881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -500881.781250 Penalty: 4165.164062
	Iteration 39F: 3 clusters Score -500881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -603101.562500 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -603101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -598344.937500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -598344.9 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -599652.812500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -599652.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -600070.875000 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -600070.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -600545.000000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -600545 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -601042.125000 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -601042.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -601423.375000 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -601423.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -601712.000000 Penalty: 4262.792480
	Iteration 6F: 3 clusters Score -601712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -601866.875000 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -601866.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -601958.500000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -601958.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -602011.062500 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -602011.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -602052.062500 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -602052.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -602085.125000 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -602085.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -602107.187500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -602107.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -602122.750000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -602122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -602135.687500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -602135.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -602145.500000 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -602145.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -602154.875000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -602154.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -602166.000000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -602166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -602176.125000 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -602176.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -602186.437500 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -602186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -602195.437500 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -602195.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -602199.375000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -602199.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -602205.750000 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -602205.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -602212.500000 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -602212.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -602219.125000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -602219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -602226.125000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -602226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -602236.000000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -602236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -602249.312500 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -602249.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -602264.125000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -602264.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -602281.562500 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -602281.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -602296.625000 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -602296.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -602310.937500 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -602310.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -602328.000000 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -602328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -602347.875000 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -602347.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -602375.812500 Penalty: 4262.792480
	Iteration 34Q: 3 clusters Score -602375.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -602402.500000 Penalty: 4262.792480
	Iteration 35Q: 3 clusters Score -602402.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -602429.125000 Penalty: 4262.792480
	Iteration 36Q: 3 clusters Score -602429.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -602458.687500 Penalty: 4262.792480
	Iteration 37Q: 3 clusters Score -602458.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -602482.125000 Penalty: 4262.792480
	Iteration 38Q: 3 clusters Score -602482.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -602507.375000 Penalty: 4262.792480
	Iteration 39Q: 3 clusters Score -602507.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -602529.375000 Penalty: 4262.792480
	Iteration 40F: 3 clusters Score -602529.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -602544.625000 Penalty: 4262.792480
	Iteration 41Q: 3 clusters Score -602544.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -602558.750000 Penalty: 4262.792480
	Iteration 42Q: 3 clusters Score -602558.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -602577.437500 Penalty: 4262.792480
	Iteration 43Q: 3 clusters Score -602577.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -602597.125000 Penalty: 4262.792480
	Iteration 44Q: 3 clusters Score -602597.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -602616.812500 Penalty: 4262.792480
	Iteration 45Q: 3 clusters Score -602616.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -602634.000000 Penalty: 4262.792480
	Iteration 46Q: 3 clusters Score -602634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -602648.937500 Penalty: 4262.792480
	Iteration 47Q: 3 clusters Score -602648.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -602669.187500 Penalty: 4262.792480
	Iteration 48Q: 3 clusters Score -602669.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -602689.750000 Penalty: 4262.792480
	Iteration 49Q: 3 clusters Score -602689.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -602713.250000 Penalty: 4262.792480
	Iteration 50Q: 3 clusters Score -602713.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -602733.937500 Penalty: 4262.792480
	Iteration 51Q: 3 clusters Score -602733.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -602749.375000 Penalty: 4262.792480
	Iteration 52Q: 3 clusters Score -602749.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -602765.437500 Penalty: 4262.792480
	Iteration 53Q: 3 clusters Score -602765.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -602779.750000 Penalty: 4262.792480
	Iteration 54Q: 3 clusters Score -602779.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -602794.625000 Penalty: 4262.792480
	Iteration 55Q: 3 clusters Score -602794.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -602812.625000 Penalty: 4262.792480
	Iteration 56Q: 3 clusters Score -602812.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -602837.062500 Penalty: 4262.792480
	Iteration 57Q: 3 clusters Score -602837.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -602857.000000 Penalty: 4262.792480
	Iteration 58Q: 3 clusters Score -602857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -602869.812500 Penalty: 4262.792480
	Iteration 59Q: 3 clusters Score -602869.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -602882.812500 Penalty: 4262.792480
	Iteration 60F: 3 clusters Score -602882.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -602895.062500 Penalty: 4262.792480
	Iteration 61Q: 3 clusters Score -602895.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -602908.062500 Penalty: 4262.792480
	Iteration 62Q: 3 clusters Score -602908.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -602921.750000 Penalty: 4262.792480
	Iteration 63Q: 3 clusters Score -602921.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -602933.187500 Penalty: 4262.792480
	Iteration 64Q: 3 clusters Score -602933.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -602952.000000 Penalty: 4262.792480
	Iteration 65Q: 3 clusters Score -602952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -602973.375000 Penalty: 4262.792480
	Iteration 66Q: 3 clusters Score -602973.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -602994.812500 Penalty: 4262.792480
	Iteration 67Q: 3 clusters Score -602994.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -603015.375000 Penalty: 4262.792480
	Iteration 68Q: 3 clusters Score -603015.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -603027.875000 Penalty: 4262.792480
	Iteration 69Q: 3 clusters Score -603027.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -603040.625000 Penalty: 4262.792480
	Iteration 70Q: 3 clusters Score -603040.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -603048.062500 Penalty: 4262.792480
	Iteration 71Q: 3 clusters Score -603048.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -603056.437500 Penalty: 4262.792480
	Iteration 72Q: 3 clusters Score -603056.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -603063.437500 Penalty: 4262.792480
	Iteration 73Q: 3 clusters Score -603063.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -603066.750000 Penalty: 4262.792480
	Iteration 74Q: 3 clusters Score -603066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -603069.562500 Penalty: 4262.792480
	Iteration 75Q: 3 clusters Score -603069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -603074.500000 Penalty: 4262.792480
	Iteration 76Q: 3 clusters Score -603074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -603079.875000 Penalty: 4262.792480
	Iteration 77Q: 3 clusters Score -603079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -603080.062500 Penalty: 4262.792480
	Iteration 78Q: 3 clusters Score -603080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -603083.250000 Penalty: 4262.792480
	Iteration 79Q: 3 clusters Score -603083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -603084.625000 Penalty: 4262.792480
	Iteration 80F: 3 clusters Score -603084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -603085.250000 Penalty: 4262.792480
	Iteration 81Q: 3 clusters Score -603085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603085.750000 Penalty: 4262.792480
	Iteration 82Q: 3 clusters Score -603085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -603085.562500 Penalty: 4262.792480
	Iteration 83Q: 3 clusters Score -603085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -603084.687500 Penalty: 4262.792480
	Iteration 84Q: 3 clusters Score -603084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -603086.437500 Penalty: 4262.792480
	Iteration 85Q: 3 clusters Score -603086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603085.500000 Penalty: 4262.792480
	Iteration 86Q: 3 clusters Score -603085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -603087.000000 Penalty: 4262.792480
	Iteration 87Q: 3 clusters Score -603087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -603087.000000 Penalty: 4262.792480
	Iteration 88F: 3 clusters Score -603087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Entering Unmasked Estep 
Score: -868527.375000 Penalty: 2212.223389
	Iteration 0F: 2 clusters Score -868527.4 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 3754 members 
Entering Unmasked Estep 
Score: -862417.812500 Penalty: 4424.446777
	Iteration 0F: 3 clusters Score -862417.8 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -864062.125000 Penalty: 4424.446777
	Iteration 1F: 3 clusters Score -864062.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -864529.750000 Penalty: 4424.446777
	Iteration 2F: 3 clusters Score -864529.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -865114.062500 Penalty: 4424.446777
	Iteration 3F: 3 clusters Score -865114.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -865878.687500 Penalty: 4424.446777
	Iteration 4F: 3 clusters Score -865878.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -866711.312500 Penalty: 4424.446777
	Iteration 5F: 3 clusters Score -866711.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -867674.250000 Penalty: 4424.446777
	Iteration 6F: 3 clusters Score -867674.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -868624.312500 Penalty: 4424.446777
	Iteration 7F: 3 clusters Score -868624.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -869595.500000 Penalty: 4424.446777
	Iteration 8F: 3 clusters Score -869595.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -870253.312500 Penalty: 4424.446777
	Iteration 9Q: 3 clusters Score -870253.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -870504.687500 Penalty: 4424.446777
	Iteration 10Q: 3 clusters Score -870504.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -870578.187500 Penalty: 4424.446777
	Iteration 11Q: 3 clusters Score -870578.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -870606.812500 Penalty: 4424.446777
	Iteration 12Q: 3 clusters Score -870606.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -870624.000000 Penalty: 4424.446777
	Iteration 13Q: 3 clusters Score -870624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -870632.187500 Penalty: 4424.446777
	Iteration 14Q: 3 clusters Score -870632.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -870636.437500 Penalty: 4424.446777
	Iteration 15Q: 3 clusters Score -870636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -870639.625000 Penalty: 4424.446777
	Iteration 16Q: 3 clusters Score -870639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -870640.812500 Penalty: 4424.446777
	Iteration 17Q: 3 clusters Score -870640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -870642.875000 Penalty: 4424.446777
	Iteration 18Q: 3 clusters Score -870642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -870643.812500 Penalty: 4424.446777
	Iteration 19Q: 3 clusters Score -870643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -870647.687500 Penalty: 4424.446777
	Iteration 20F: 3 clusters Score -870647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -870646.687500 Penalty: 4424.446777
	Iteration 21Q: 3 clusters Score -870646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -870647.375000 Penalty: 4424.446777
	Iteration 22Q: 3 clusters Score -870647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -870647.375000 Penalty: 4424.446777
	Iteration 23F: 3 clusters Score -870647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 16094 members 
Mstep: Class 33 contains 4968 members 
Entering Unmasked Estep 
Score: -45022508.000000 Penalty: 105424.328125
Splitting cluster 17 changes total score from -45019704.000000 to -45022508.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -932535.000000 Penalty: 2230.616455
	Iteration 0F: 2 clusters Score -932535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -926103.500000 Penalty: 4461.232910
	Iteration 0F: 3 clusters Score -926103.5 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -927903.812500 Penalty: 4461.232910
	Iteration 1F: 3 clusters Score -927903.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -928259.312500 Penalty: 4461.232910
	Iteration 2F: 3 clusters Score -928259.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -928524.437500 Penalty: 4461.232910
	Iteration 3F: 3 clusters Score -928524.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -928766.500000 Penalty: 4461.232910
	Iteration 4Q: 3 clusters Score -928766.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -928962.562500 Penalty: 4461.232910
	Iteration 5Q: 3 clusters Score -928962.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -929124.937500 Penalty: 4461.232910
	Iteration 6Q: 3 clusters Score -929124.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -929260.562500 Penalty: 4461.232910
	Iteration 7Q: 3 clusters Score -929260.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -929373.687500 Penalty: 4461.232910
	Iteration 8Q: 3 clusters Score -929373.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -929465.625000 Penalty: 4461.232910
	Iteration 9Q: 3 clusters Score -929465.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -929553.187500 Penalty: 4461.232910
	Iteration 10Q: 3 clusters Score -929553.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -929666.937500 Penalty: 4461.232910
	Iteration 11Q: 3 clusters Score -929666.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -929782.937500 Penalty: 4461.232910
	Iteration 12Q: 3 clusters Score -929782.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -929924.312500 Penalty: 4461.232910
	Iteration 13Q: 3 clusters Score -929924.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -930100.937500 Penalty: 4461.232910
	Iteration 14Q: 3 clusters Score -930100.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -930306.000000 Penalty: 4461.232910
	Iteration 15Q: 3 clusters Score -930306 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -930494.125000 Penalty: 4461.232910
	Iteration 16Q: 3 clusters Score -930494.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -930634.500000 Penalty: 4461.232910
	Iteration 17Q: 3 clusters Score -930634.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -930759.312500 Penalty: 4461.232910
	Iteration 18Q: 3 clusters Score -930759.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -930844.687500 Penalty: 4461.232910
	Iteration 19Q: 3 clusters Score -930844.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -930907.625000 Penalty: 4461.232910
	Iteration 20F: 3 clusters Score -930907.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -930960.562500 Penalty: 4461.232910
	Iteration 21Q: 3 clusters Score -930960.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -930995.000000 Penalty: 4461.232910
	Iteration 22Q: 3 clusters Score -930995 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -931020.250000 Penalty: 4461.232910
	Iteration 23Q: 3 clusters Score -931020.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -931045.875000 Penalty: 4461.232910
	Iteration 24Q: 3 clusters Score -931045.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -931056.562500 Penalty: 4461.232910
	Iteration 25Q: 3 clusters Score -931056.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -931067.937500 Penalty: 4461.232910
	Iteration 26Q: 3 clusters Score -931067.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -931076.500000 Penalty: 4461.232910
	Iteration 27Q: 3 clusters Score -931076.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -931081.125000 Penalty: 4461.232910
	Iteration 28Q: 3 clusters Score -931081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -931088.625000 Penalty: 4461.232910
	Iteration 29Q: 3 clusters Score -931088.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -931092.000000 Penalty: 4461.232910
	Iteration 30Q: 3 clusters Score -931092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -931093.500000 Penalty: 4461.232910
	Iteration 31Q: 3 clusters Score -931093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -931096.125000 Penalty: 4461.232910
	Iteration 32Q: 3 clusters Score -931096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -931095.937500 Penalty: 4461.232910
	Iteration 33Q: 3 clusters Score -931095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -931096.937500 Penalty: 4461.232910
	Iteration 34Q: 3 clusters Score -931096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -931096.875000 Penalty: 4461.232910
	Iteration 35Q: 3 clusters Score -931096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -931097.312500 Penalty: 4461.232910
	Iteration 36Q: 3 clusters Score -931097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -931097.312500 Penalty: 4461.232910
	Iteration 37F: 3 clusters Score -931097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Entering Unmasked Estep 
Score: -9492499.000000 Penalty: 2795.547363
	Iteration 0F: 2 clusters Score -9492499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -9439969.000000 Penalty: 5591.094727
	Iteration 0F: 3 clusters Score -9439969 nChanged 36946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -9460684.000000 Penalty: 5591.094727
	Iteration 1F: 3 clusters Score -9460684 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -9461274.000000 Penalty: 5591.094727
	Iteration 2Q: 3 clusters Score -9461274 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -9461967.000000 Penalty: 5591.094727
	Iteration 3Q: 3 clusters Score -9461967 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -9462672.000000 Penalty: 5591.094727
	Iteration 4Q: 3 clusters Score -9462672 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9463338.000000 Penalty: 5591.094727
	Iteration 5Q: 3 clusters Score -9463338 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -9464213.000000 Penalty: 5591.094727
	Iteration 6Q: 3 clusters Score -9464213 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9465236.000000 Penalty: 5591.094727
	Iteration 7Q: 3 clusters Score -9465236 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -9466645.000000 Penalty: 5591.094727
	Iteration 8Q: 3 clusters Score -9466645 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -9468193.000000 Penalty: 5591.094727
	Iteration 9Q: 3 clusters Score -9468193 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -9470372.000000 Penalty: 5591.094727
	Iteration 10Q: 3 clusters Score -9470372 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -9472881.000000 Penalty: 5591.094727
	Iteration 11F: 3 clusters Score -9472881 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -9475440.000000 Penalty: 5591.094727
	Iteration 12F: 3 clusters Score -9475440 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -9477539.000000 Penalty: 5591.094727
	Iteration 13Q: 3 clusters Score -9477539 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -9478722.000000 Penalty: 5591.094727
	Iteration 14Q: 3 clusters Score -9478722 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -9479414.000000 Penalty: 5591.094727
	Iteration 15Q: 3 clusters Score -9479414 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -9479880.000000 Penalty: 5591.094727
	Iteration 16Q: 3 clusters Score -9479880 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -9480279.000000 Penalty: 5591.094727
	Iteration 17Q: 3 clusters Score -9480279 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -9480676.000000 Penalty: 5591.094727
	Iteration 18Q: 3 clusters Score -9480676 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -9481045.000000 Penalty: 5591.094727
	Iteration 19Q: 3 clusters Score -9481045 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9481452.000000 Penalty: 5591.094727
	Iteration 20F: 3 clusters Score -9481452 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -9481868.000000 Penalty: 5591.094727
	Iteration 21Q: 3 clusters Score -9481868 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9482212.000000 Penalty: 5591.094727
	Iteration 22Q: 3 clusters Score -9482212 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -9482620.000000 Penalty: 5591.094727
	Iteration 23Q: 3 clusters Score -9482620 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -9482972.000000 Penalty: 5591.094727
	Iteration 24Q: 3 clusters Score -9482972 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -9483320.000000 Penalty: 5591.094727
	Iteration 25Q: 3 clusters Score -9483320 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -9483610.000000 Penalty: 5591.094727
	Iteration 26Q: 3 clusters Score -9483610 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -9484010.000000 Penalty: 5591.094727
	Iteration 27Q: 3 clusters Score -9484010 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -9484374.000000 Penalty: 5591.094727
	Iteration 28Q: 3 clusters Score -9484374 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -9484751.000000 Penalty: 5591.094727
	Iteration 29Q: 3 clusters Score -9484751 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9485188.000000 Penalty: 5591.094727
	Iteration 30Q: 3 clusters Score -9485188 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -9485611.000000 Penalty: 5591.094727
	Iteration 31Q: 3 clusters Score -9485611 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -9485917.000000 Penalty: 5591.094727
	Iteration 32Q: 3 clusters Score -9485917 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -9486291.000000 Penalty: 5591.094727
	Iteration 33Q: 3 clusters Score -9486291 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -9486652.000000 Penalty: 5591.094727
	Iteration 34Q: 3 clusters Score -9486652 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -9486998.000000 Penalty: 5591.094727
	Iteration 35Q: 3 clusters Score -9486998 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -9487315.000000 Penalty: 5591.094727
	Iteration 36Q: 3 clusters Score -9487315 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -9487686.000000 Penalty: 5591.094727
	Iteration 37Q: 3 clusters Score -9487686 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9487963.000000 Penalty: 5591.094727
	Iteration 38Q: 3 clusters Score -9487963 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -9488206.000000 Penalty: 5591.094727
	Iteration 39Q: 3 clusters Score -9488206 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9488405.000000 Penalty: 5591.094727
	Iteration 40F: 3 clusters Score -9488405 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9488561.000000 Penalty: 5591.094727
	Iteration 41Q: 3 clusters Score -9488561 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9488795.000000 Penalty: 5591.094727
	Iteration 42Q: 3 clusters Score -9488795 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -9488987.000000 Penalty: 5591.094727
	Iteration 43Q: 3 clusters Score -9488987 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -9489164.000000 Penalty: 5591.094727
	Iteration 44Q: 3 clusters Score -9489164 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9489332.000000 Penalty: 5591.094727
	Iteration 45Q: 3 clusters Score -9489332 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9489387.000000 Penalty: 5591.094727
	Iteration 46Q: 3 clusters Score -9489387 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9489490.000000 Penalty: 5591.094727
	Iteration 47Q: 3 clusters Score -9489490 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9489607.000000 Penalty: 5591.094727
	Iteration 48Q: 3 clusters Score -9489607 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9489686.000000 Penalty: 5591.094727
	Iteration 49Q: 3 clusters Score -9489686 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9489768.000000 Penalty: 5591.094727
	Iteration 50Q: 3 clusters Score -9489768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9489804.000000 Penalty: 5591.094727
	Iteration 51Q: 3 clusters Score -9489804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9489833.000000 Penalty: 5591.094727
	Iteration 52Q: 3 clusters Score -9489833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9489858.000000 Penalty: 5591.094727
	Iteration 53Q: 3 clusters Score -9489858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9489895.000000 Penalty: 5591.094727
	Iteration 54Q: 3 clusters Score -9489895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9489927.000000 Penalty: 5591.094727
	Iteration 55Q: 3 clusters Score -9489927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9489963.000000 Penalty: 5591.094727
	Iteration 56Q: 3 clusters Score -9489963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9489960.000000 Penalty: 5591.094727
	Iteration 57Q: 3 clusters Score -9489960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9489986.000000 Penalty: 5591.094727
	Iteration 58Q: 3 clusters Score -9489986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9489992.000000 Penalty: 5591.094727
	Iteration 59Q: 3 clusters Score -9489992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9489993.000000 Penalty: 5591.094727
	Iteration 60F: 3 clusters Score -9489993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9489999.000000 Penalty: 5591.094727
	Iteration 61Q: 3 clusters Score -9489999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9490019.000000 Penalty: 5591.094727
	Iteration 62Q: 3 clusters Score -9490019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9490027.000000 Penalty: 5591.094727
	Iteration 63Q: 3 clusters Score -9490027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9490049.000000 Penalty: 5591.094727
	Iteration 64Q: 3 clusters Score -9490049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9490047.000000 Penalty: 5591.094727
	Iteration 65Q: 3 clusters Score -9490047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9490072.000000 Penalty: 5591.094727
	Iteration 66Q: 3 clusters Score -9490072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9490077.000000 Penalty: 5591.094727
	Iteration 67Q: 3 clusters Score -9490077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9490080.000000 Penalty: 5591.094727
	Iteration 68Q: 3 clusters Score -9490080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9490083.000000 Penalty: 5591.094727
	Iteration 69Q: 3 clusters Score -9490083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9490091.000000 Penalty: 5591.094727
	Iteration 70Q: 3 clusters Score -9490091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9490088.000000 Penalty: 5591.094727
	Iteration 71Q: 3 clusters Score -9490088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9490093.000000 Penalty: 5591.094727
	Iteration 72Q: 3 clusters Score -9490093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9490092.000000 Penalty: 5591.094727
	Iteration 73Q: 3 clusters Score -9490092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9490097.000000 Penalty: 5591.094727
	Iteration 74Q: 3 clusters Score -9490097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9490099.000000 Penalty: 5591.094727
	Iteration 75Q: 3 clusters Score -9490099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9490103.000000 Penalty: 5591.094727
	Iteration 76Q: 3 clusters Score -9490103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9490111.000000 Penalty: 5591.094727
	Iteration 77Q: 3 clusters Score -9490111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9490120.000000 Penalty: 5591.094727
	Iteration 78Q: 3 clusters Score -9490120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9490129.000000 Penalty: 5591.094727
	Iteration 79Q: 3 clusters Score -9490129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9490134.000000 Penalty: 5591.094727
	Iteration 80F: 3 clusters Score -9490134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9490127.000000 Penalty: 5591.094727
	Iteration 81Q: 3 clusters Score -9490127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9490139.000000 Penalty: 5591.094727
	Iteration 82Q: 3 clusters Score -9490139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9490135.000000 Penalty: 5591.094727
	Iteration 83Q: 3 clusters Score -9490135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9490138.000000 Penalty: 5591.094727
	Iteration 84Q: 3 clusters Score -9490138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9490138.000000 Penalty: 5591.094727
	Iteration 85Q: 3 clusters Score -9490138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9490134.000000 Penalty: 5591.094727
	Iteration 86Q: 3 clusters Score -9490134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9490149.000000 Penalty: 5591.094727
	Iteration 87Q: 3 clusters Score -9490149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9490148.000000 Penalty: 5591.094727
	Iteration 88Q: 3 clusters Score -9490148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9490147.000000 Penalty: 5591.094727
	Iteration 89Q: 3 clusters Score -9490147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9490145.000000 Penalty: 5591.094727
	Iteration 90Q: 3 clusters Score -9490145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9490149.000000 Penalty: 5591.094727
	Iteration 91Q: 3 clusters Score -9490149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9490149.000000 Penalty: 5591.094727
	Iteration 92Q: 3 clusters Score -9490149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9490145.000000 Penalty: 5591.094727
	Iteration 93Q: 3 clusters Score -9490145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9490144.000000 Penalty: 5591.094727
	Iteration 94Q: 3 clusters Score -9490144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9490144.000000 Penalty: 5591.094727
	Iteration 95F: 3 clusters Score -9490144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -531182.562500 Penalty: 2100.272949
	Iteration 0F: 2 clusters Score -531182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -526786.875000 Penalty: 4200.545898
	Iteration 0F: 3 clusters Score -526786.9 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -527910.000000 Penalty: 4200.545898
	Iteration 1F: 3 clusters Score -527910 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -528270.000000 Penalty: 4200.545898
	Iteration 2F: 3 clusters Score -528270 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -528594.000000 Penalty: 4200.545898
	Iteration 3F: 3 clusters Score -528594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -528930.687500 Penalty: 4200.545898
	Iteration 4F: 3 clusters Score -528930.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -529227.562500 Penalty: 4200.545898
	Iteration 5F: 3 clusters Score -529227.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -529511.375000 Penalty: 4200.545898
	Iteration 6F: 3 clusters Score -529511.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -529767.250000 Penalty: 4200.545898
	Iteration 7Q: 3 clusters Score -529767.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -529995.937500 Penalty: 4200.545898
	Iteration 8Q: 3 clusters Score -529995.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -530134.562500 Penalty: 4200.545898
	Iteration 9Q: 3 clusters Score -530134.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -530209.500000 Penalty: 4200.545898
	Iteration 10Q: 3 clusters Score -530209.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -530255.000000 Penalty: 4200.545898
	Iteration 11Q: 3 clusters Score -530255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -530302.937500 Penalty: 4200.545898
	Iteration 12Q: 3 clusters Score -530302.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -530348.312500 Penalty: 4200.545898
	Iteration 13Q: 3 clusters Score -530348.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -530395.812500 Penalty: 4200.545898
	Iteration 14Q: 3 clusters Score -530395.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -530425.437500 Penalty: 4200.545898
	Iteration 15Q: 3 clusters Score -530425.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -530447.437500 Penalty: 4200.545898
	Iteration 16Q: 3 clusters Score -530447.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -530458.687500 Penalty: 4200.545898
	Iteration 17Q: 3 clusters Score -530458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -530468.437500 Penalty: 4200.545898
	Iteration 18Q: 3 clusters Score -530468.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -530476.937500 Penalty: 4200.545898
	Iteration 19Q: 3 clusters Score -530476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -530481.937500 Penalty: 4200.545898
	Iteration 20F: 3 clusters Score -530481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -530483.375000 Penalty: 4200.545898
	Iteration 21Q: 3 clusters Score -530483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -530486.125000 Penalty: 4200.545898
	Iteration 22Q: 3 clusters Score -530486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -530490.125000 Penalty: 4200.545898
	Iteration 23Q: 3 clusters Score -530490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -530492.375000 Penalty: 4200.545898
	Iteration 24Q: 3 clusters Score -530492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -530495.187500 Penalty: 4200.545898
	Iteration 25Q: 3 clusters Score -530495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -530496.750000 Penalty: 4200.545898
	Iteration 26Q: 3 clusters Score -530496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -530499.500000 Penalty: 4200.545898
	Iteration 27Q: 3 clusters Score -530499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -530501.750000 Penalty: 4200.545898
	Iteration 28Q: 3 clusters Score -530501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -530504.625000 Penalty: 4200.545898
	Iteration 29Q: 3 clusters Score -530504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -530505.500000 Penalty: 4200.545898
	Iteration 30Q: 3 clusters Score -530505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -530506.937500 Penalty: 4200.545898
	Iteration 31Q: 3 clusters Score -530506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -530507.625000 Penalty: 4200.545898
	Iteration 32Q: 3 clusters Score -530507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -530508.687500 Penalty: 4200.545898
	Iteration 33Q: 3 clusters Score -530508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -530509.000000 Penalty: 4200.545898
	Iteration 34Q: 3 clusters Score -530509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -530509.000000 Penalty: 4200.545898
	Iteration 35F: 3 clusters Score -530509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -512882.156250 Penalty: 2093.090332
	Iteration 0F: 2 clusters Score -512882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -508584.812500 Penalty: 4186.180664
	Iteration 0F: 3 clusters Score -508584.8 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509846.718750 Penalty: 4186.180664
	Iteration 1F: 3 clusters Score -509846.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -510228.125000 Penalty: 4186.180664
	Iteration 2F: 3 clusters Score -510228.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -510548.656250 Penalty: 4186.180664
	Iteration 3F: 3 clusters Score -510548.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -510820.468750 Penalty: 4186.180664
	Iteration 4F: 3 clusters Score -510820.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -511088.218750 Penalty: 4186.180664
	Iteration 5F: 3 clusters Score -511088.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -511326.875000 Penalty: 4186.180664
	Iteration 6F: 3 clusters Score -511326.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -511497.000000 Penalty: 4186.180664
	Iteration 7Q: 3 clusters Score -511497 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -511621.531250 Penalty: 4186.180664
	Iteration 8Q: 3 clusters Score -511621.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -511697.875000 Penalty: 4186.180664
	Iteration 9Q: 3 clusters Score -511697.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -511749.937500 Penalty: 4186.180664
	Iteration 10Q: 3 clusters Score -511749.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -511794.125000 Penalty: 4186.180664
	Iteration 11Q: 3 clusters Score -511794.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -511840.437500 Penalty: 4186.180664
	Iteration 12Q: 3 clusters Score -511840.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -511876.656250 Penalty: 4186.180664
	Iteration 13Q: 3 clusters Score -511876.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -511905.843750 Penalty: 4186.180664
	Iteration 14Q: 3 clusters Score -511905.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -511939.281250 Penalty: 4186.180664
	Iteration 15Q: 3 clusters Score -511939.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -511976.968750 Penalty: 4186.180664
	Iteration 16Q: 3 clusters Score -511977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -512018.062500 Penalty: 4186.180664
	Iteration 17Q: 3 clusters Score -512018.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -512070.718750 Penalty: 4186.180664
	Iteration 18Q: 3 clusters Score -512070.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512139.156250 Penalty: 4186.180664
	Iteration 19Q: 3 clusters Score -512139.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -512257.062500 Penalty: 4186.180664
	Iteration 20F: 3 clusters Score -512257.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -512356.125000 Penalty: 4186.180664
	Iteration 21Q: 3 clusters Score -512356.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -512405.281250 Penalty: 4186.180664
	Iteration 22Q: 3 clusters Score -512405.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512451.250000 Penalty: 4186.180664
	Iteration 23Q: 3 clusters Score -512451.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -512480.906250 Penalty: 4186.180664
	Iteration 24Q: 3 clusters Score -512480.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -512504.125000 Penalty: 4186.180664
	Iteration 25Q: 3 clusters Score -512504.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -512518.031250 Penalty: 4186.180664
	Iteration 26Q: 3 clusters Score -512518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -512533.500000 Penalty: 4186.180664
	Iteration 27Q: 3 clusters Score -512533.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -512544.218750 Penalty: 4186.180664
	Iteration 28Q: 3 clusters Score -512544.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -512555.937500 Penalty: 4186.180664
	Iteration 29Q: 3 clusters Score -512555.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -512569.187500 Penalty: 4186.180664
	Iteration 30Q: 3 clusters Score -512569.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -512585.312500 Penalty: 4186.180664
	Iteration 31Q: 3 clusters Score -512585.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -512597.781250 Penalty: 4186.180664
	Iteration 32Q: 3 clusters Score -512597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -512607.531250 Penalty: 4186.180664
	Iteration 33Q: 3 clusters Score -512607.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -512616.906250 Penalty: 4186.180664
	Iteration 34Q: 3 clusters Score -512616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -512623.906250 Penalty: 4186.180664
	Iteration 35Q: 3 clusters Score -512623.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -512630.750000 Penalty: 4186.180664
	Iteration 36Q: 3 clusters Score -512630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -512635.156250 Penalty: 4186.180664
	Iteration 37Q: 3 clusters Score -512635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -512638.406250 Penalty: 4186.180664
	Iteration 38Q: 3 clusters Score -512638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -512643.562500 Penalty: 4186.180664
	Iteration 39Q: 3 clusters Score -512643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -512649.281250 Penalty: 4186.180664
	Iteration 40F: 3 clusters Score -512649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -512655.812500 Penalty: 4186.180664
	Iteration 41Q: 3 clusters Score -512655.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -512664.656250 Penalty: 4186.180664
	Iteration 42Q: 3 clusters Score -512664.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -512669.562500 Penalty: 4186.180664
	Iteration 43Q: 3 clusters Score -512669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -512672.812500 Penalty: 4186.180664
	Iteration 44Q: 3 clusters Score -512672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -512675.000000 Penalty: 4186.180664
	Iteration 45Q: 3 clusters Score -512675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -512678.625000 Penalty: 4186.180664
	Iteration 46Q: 3 clusters Score -512678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -512680.125000 Penalty: 4186.180664
	Iteration 47Q: 3 clusters Score -512680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -512680.812500 Penalty: 4186.180664
	Iteration 48Q: 3 clusters Score -512680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -512680.875000 Penalty: 4186.180664
	Iteration 49Q: 3 clusters Score -512680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -512683.156250 Penalty: 4186.180664
	Iteration 50Q: 3 clusters Score -512683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -512684.531250 Penalty: 4186.180664
	Iteration 51Q: 3 clusters Score -512684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -512685.937500 Penalty: 4186.180664
	Iteration 52Q: 3 clusters Score -512685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -512688.218750 Penalty: 4186.180664
	Iteration 53Q: 3 clusters Score -512688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -512691.812500 Penalty: 4186.180664
	Iteration 54Q: 3 clusters Score -512691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -512694.406250 Penalty: 4186.180664
	Iteration 55Q: 3 clusters Score -512694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -512698.468750 Penalty: 4186.180664
	Iteration 56Q: 3 clusters Score -512698.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -512704.343750 Penalty: 4186.180664
	Iteration 57Q: 3 clusters Score -512704.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -512712.218750 Penalty: 4186.180664
	Iteration 58Q: 3 clusters Score -512712.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -512719.250000 Penalty: 4186.180664
	Iteration 59Q: 3 clusters Score -512719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -512726.093750 Penalty: 4186.180664
	Iteration 60F: 3 clusters Score -512726.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -512736.281250 Penalty: 4186.180664
	Iteration 61Q: 3 clusters Score -512736.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -512744.593750 Penalty: 4186.180664
	Iteration 62Q: 3 clusters Score -512744.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -512750.437500 Penalty: 4186.180664
	Iteration 63Q: 3 clusters Score -512750.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -512755.031250 Penalty: 4186.180664
	Iteration 64Q: 3 clusters Score -512755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -512761.000000 Penalty: 4186.180664
	Iteration 65Q: 3 clusters Score -512761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -512764.562500 Penalty: 4186.180664
	Iteration 66Q: 3 clusters Score -512764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -512770.156250 Penalty: 4186.180664
	Iteration 67Q: 3 clusters Score -512770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -512772.968750 Penalty: 4186.180664
	Iteration 68Q: 3 clusters Score -512773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -512774.312500 Penalty: 4186.180664
	Iteration 69Q: 3 clusters Score -512774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -512777.125000 Penalty: 4186.180664
	Iteration 70Q: 3 clusters Score -512777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -512779.218750 Penalty: 4186.180664
	Iteration 71Q: 3 clusters Score -512779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -512779.968750 Penalty: 4186.180664
	Iteration 72Q: 3 clusters Score -512780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -512781.062500 Penalty: 4186.180664
	Iteration 73Q: 3 clusters Score -512781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -512783.718750 Penalty: 4186.180664
	Iteration 74Q: 3 clusters Score -512783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -512785.656250 Penalty: 4186.180664
	Iteration 75Q: 3 clusters Score -512785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -512785.875000 Penalty: 4186.180664
	Iteration 76Q: 3 clusters Score -512785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -512788.000000 Penalty: 4186.180664
	Iteration 77Q: 3 clusters Score -512788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -512788.187500 Penalty: 4186.180664
	Iteration 78Q: 3 clusters Score -512788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -512789.000000 Penalty: 4186.180664
	Iteration 79Q: 3 clusters Score -512789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -512789.375000 Penalty: 4186.180664
	Iteration 80F: 3 clusters Score -512789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -512790.593750 Penalty: 4186.180664
	Iteration 81Q: 3 clusters Score -512790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -512790.593750 Penalty: 4186.180664
	Iteration 82F: 3 clusters Score -512790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -156339.296875 Penalty: 1813.843872
	Iteration 0F: 2 clusters Score -156339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -154105.562500 Penalty: 3627.687744
	Iteration 0F: 3 clusters Score -154105.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -154493.812500 Penalty: 3627.687744
	Iteration 1F: 3 clusters Score -154493.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -154620.984375 Penalty: 3627.687744
	Iteration 2F: 3 clusters Score -154621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -154677.296875 Penalty: 3627.687744
	Iteration 3Q: 3 clusters Score -154677.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -154729.796875 Penalty: 3627.687744
	Iteration 4Q: 3 clusters Score -154729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -154773.468750 Penalty: 3627.687744
	Iteration 5Q: 3 clusters Score -154773.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -154801.984375 Penalty: 3627.687744
	Iteration 6Q: 3 clusters Score -154802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154832.312500 Penalty: 3627.687744
	Iteration 7Q: 3 clusters Score -154832.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -154851.156250 Penalty: 3627.687744
	Iteration 8Q: 3 clusters Score -154851.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154874.171875 Penalty: 3627.687744
	Iteration 9Q: 3 clusters Score -154874.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -154903.015625 Penalty: 3627.687744
	Iteration 10Q: 3 clusters Score -154903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -154941.031250 Penalty: 3627.687744
	Iteration 11Q: 3 clusters Score -154941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154984.546875 Penalty: 3627.687744
	Iteration 12Q: 3 clusters Score -154984.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -155044.015625 Penalty: 3627.687744
	Iteration 13Q: 3 clusters Score -155044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155103.671875 Penalty: 3627.687744
	Iteration 14Q: 3 clusters Score -155103.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155179.093750 Penalty: 3627.687744
	Iteration 15Q: 3 clusters Score -155179.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -155236.015625 Penalty: 3627.687744
	Iteration 16Q: 3 clusters Score -155236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -155270.828125 Penalty: 3627.687744
	Iteration 17Q: 3 clusters Score -155270.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -155298.203125 Penalty: 3627.687744
	Iteration 18Q: 3 clusters Score -155298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -155316.656250 Penalty: 3627.687744
	Iteration 19Q: 3 clusters Score -155316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -155354.421875 Penalty: 3627.687744
	Iteration 20F: 3 clusters Score -155354.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -155411.671875 Penalty: 3627.687744
	Iteration 21Q: 3 clusters Score -155411.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -155493.921875 Penalty: 3627.687744
	Iteration 22Q: 3 clusters Score -155493.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -155561.125000 Penalty: 3627.687744
	Iteration 23Q: 3 clusters Score -155561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -155586.781250 Penalty: 3627.687744
	Iteration 24Q: 3 clusters Score -155586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -155609.281250 Penalty: 3627.687744
	Iteration 25Q: 3 clusters Score -155609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155620.546875 Penalty: 3627.687744
	Iteration 26Q: 3 clusters Score -155620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155638.562500 Penalty: 3627.687744
	Iteration 27Q: 3 clusters Score -155638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -155652.625000 Penalty: 3627.687744
	Iteration 28Q: 3 clusters Score -155652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -155658.312500 Penalty: 3627.687744
	Iteration 29Q: 3 clusters Score -155658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -155663.343750 Penalty: 3627.687744
	Iteration 30Q: 3 clusters Score -155663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -155667.406250 Penalty: 3627.687744
	Iteration 31Q: 3 clusters Score -155667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -155672.828125 Penalty: 3627.687744
	Iteration 32Q: 3 clusters Score -155672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -155676.125000 Penalty: 3627.687744
	Iteration 33Q: 3 clusters Score -155676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -155680.062500 Penalty: 3627.687744
	Iteration 34Q: 3 clusters Score -155680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -155683.062500 Penalty: 3627.687744
	Iteration 35Q: 3 clusters Score -155683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -155684.328125 Penalty: 3627.687744
	Iteration 36Q: 3 clusters Score -155684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -155690.078125 Penalty: 3627.687744
	Iteration 37F: 3 clusters Score -155690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -155778.562500 Penalty: 3627.687744
	Iteration 38Q: 3 clusters Score -155778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -155803.187500 Penalty: 3627.687744
	Iteration 39Q: 3 clusters Score -155803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -155808.828125 Penalty: 3627.687744
	Iteration 40F: 3 clusters Score -155808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -155814.109375 Penalty: 3627.687744
	Iteration 41Q: 3 clusters Score -155814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -155818.890625 Penalty: 3627.687744
	Iteration 42Q: 3 clusters Score -155818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -155822.234375 Penalty: 3627.687744
	Iteration 43Q: 3 clusters Score -155822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -155827.125000 Penalty: 3627.687744
	Iteration 44Q: 3 clusters Score -155827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -155829.078125 Penalty: 3627.687744
	Iteration 45Q: 3 clusters Score -155829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -155829.921875 Penalty: 3627.687744
	Iteration 46Q: 3 clusters Score -155829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -155832.578125 Penalty: 3627.687744
	Iteration 47Q: 3 clusters Score -155832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -155833.203125 Penalty: 3627.687744
	Iteration 48Q: 3 clusters Score -155833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -155834.062500 Penalty: 3627.687744
	Iteration 49Q: 3 clusters Score -155834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -155835.625000 Penalty: 3627.687744
	Iteration 50Q: 3 clusters Score -155835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -155836.140625 Penalty: 3627.687744
	Iteration 51Q: 3 clusters Score -155836.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -155836.140625 Penalty: 3627.687744
	Iteration 52F: 3 clusters Score -155836.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -238407.453125 Penalty: 1932.195190
	Iteration 0F: 2 clusters Score -238407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235546.046875 Penalty: 3864.390381
	Iteration 0F: 3 clusters Score -235546 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -236415.890625 Penalty: 3864.390381
	Iteration 1F: 3 clusters Score -236415.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236803.734375 Penalty: 3864.390381
	Iteration 2F: 3 clusters Score -236803.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237077.093750 Penalty: 3864.390381
	Iteration 3F: 3 clusters Score -237077.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -237324.078125 Penalty: 3864.390381
	Iteration 4F: 3 clusters Score -237324.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237436.343750 Penalty: 3864.390381
	Iteration 5Q: 3 clusters Score -237436.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237503.562500 Penalty: 3864.390381
	Iteration 6Q: 3 clusters Score -237503.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -237544.187500 Penalty: 3864.390381
	Iteration 7Q: 3 clusters Score -237544.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -237575.046875 Penalty: 3864.390381
	Iteration 8Q: 3 clusters Score -237575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -237600.046875 Penalty: 3864.390381
	Iteration 9Q: 3 clusters Score -237600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237621.500000 Penalty: 3864.390381
	Iteration 10Q: 3 clusters Score -237621.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237637.484375 Penalty: 3864.390381
	Iteration 11Q: 3 clusters Score -237637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -237647.890625 Penalty: 3864.390381
	Iteration 12Q: 3 clusters Score -237647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -237657.593750 Penalty: 3864.390381
	Iteration 13Q: 3 clusters Score -237657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237666.406250 Penalty: 3864.390381
	Iteration 14Q: 3 clusters Score -237666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -237681.125000 Penalty: 3864.390381
	Iteration 15Q: 3 clusters Score -237681.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -237691.421875 Penalty: 3864.390381
	Iteration 16Q: 3 clusters Score -237691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -237697.343750 Penalty: 3864.390381
	Iteration 17Q: 3 clusters Score -237697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -237700.937500 Penalty: 3864.390381
	Iteration 18Q: 3 clusters Score -237700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -237707.968750 Penalty: 3864.390381
	Iteration 19Q: 3 clusters Score -237708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -237712.625000 Penalty: 3864.390381
	Iteration 20F: 3 clusters Score -237712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -237715.062500 Penalty: 3864.390381
	Iteration 21Q: 3 clusters Score -237715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -237715.296875 Penalty: 3864.390381
	Iteration 22Q: 3 clusters Score -237715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -237715.296875 Penalty: 3864.390381
	Iteration 23F: 3 clusters Score -237715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -475577.531250 Penalty: 2066.829834
	Iteration 0F: 2 clusters Score -475577.5 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 2077 members 
Entering Unmasked Estep 
Score: -471631.750000 Penalty: 4133.659668
	Iteration 0F: 3 clusters Score -471631.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -472513.625000 Penalty: 4133.659668
	Iteration 1F: 3 clusters Score -472513.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -472727.343750 Penalty: 4133.659668
	Iteration 2F: 3 clusters Score -472727.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -472895.375000 Penalty: 4133.659668
	Iteration 3F: 3 clusters Score -472895.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -473039.687500 Penalty: 4133.659668
	Iteration 4Q: 3 clusters Score -473039.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -473175.906250 Penalty: 4133.659668
	Iteration 5Q: 3 clusters Score -473175.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -473352.062500 Penalty: 4133.659668
	Iteration 6Q: 3 clusters Score -473352.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -473590.062500 Penalty: 4133.659668
	Iteration 7Q: 3 clusters Score -473590.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -473825.343750 Penalty: 4133.659668
	Iteration 8Q: 3 clusters Score -473825.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -474042.343750 Penalty: 4133.659668
	Iteration 9F: 3 clusters Score -474042.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -474183.437500 Penalty: 4133.659668
	Iteration 10Q: 3 clusters Score -474183.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -474278.937500 Penalty: 4133.659668
	Iteration 11Q: 3 clusters Score -474278.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -474354.718750 Penalty: 4133.659668
	Iteration 12Q: 3 clusters Score -474354.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -474426.687500 Penalty: 4133.659668
	Iteration 13Q: 3 clusters Score -474426.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -474470.937500 Penalty: 4133.659668
	Iteration 14Q: 3 clusters Score -474470.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -474493.468750 Penalty: 4133.659668
	Iteration 15Q: 3 clusters Score -474493.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -474512.218750 Penalty: 4133.659668
	Iteration 16Q: 3 clusters Score -474512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -474523.093750 Penalty: 4133.659668
	Iteration 17Q: 3 clusters Score -474523.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -474533.750000 Penalty: 4133.659668
	Iteration 18Q: 3 clusters Score -474533.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -474546.718750 Penalty: 4133.659668
	Iteration 19Q: 3 clusters Score -474546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -474554.406250 Penalty: 4133.659668
	Iteration 20F: 3 clusters Score -474554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -474560.718750 Penalty: 4133.659668
	Iteration 21Q: 3 clusters Score -474560.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -474567.468750 Penalty: 4133.659668
	Iteration 22Q: 3 clusters Score -474567.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -474570.812500 Penalty: 4133.659668
	Iteration 23Q: 3 clusters Score -474570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -474572.906250 Penalty: 4133.659668
	Iteration 24Q: 3 clusters Score -474572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -474575.593750 Penalty: 4133.659668
	Iteration 25Q: 3 clusters Score -474575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -474575.500000 Penalty: 4133.659668
	Iteration 26Q: 3 clusters Score -474575.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -474576.312500 Penalty: 4133.659668
	Iteration 27Q: 3 clusters Score -474576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -474576.312500 Penalty: 4133.659668
	Iteration 28F: 3 clusters Score -474576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -1806510.500000 Penalty: 2402.701416
	Iteration 0F: 2 clusters Score -1806510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1794973.250000 Penalty: 4805.402832
	Iteration 0F: 3 clusters Score -1794973 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1799240.250000 Penalty: 4805.402832
	Iteration 1F: 3 clusters Score -1799240 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1800077.000000 Penalty: 4805.402832
	Iteration 2F: 3 clusters Score -1800077 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1800850.125000 Penalty: 4805.402832
	Iteration 3F: 3 clusters Score -1800850 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1801508.125000 Penalty: 4805.402832
	Iteration 4F: 3 clusters Score -1801508 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1802088.750000 Penalty: 4805.402832
	Iteration 5F: 3 clusters Score -1802089 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1802545.375000 Penalty: 4805.402832
	Iteration 6Q: 3 clusters Score -1802545 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1802971.625000 Penalty: 4805.402832
	Iteration 7Q: 3 clusters Score -1802972 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1803342.250000 Penalty: 4805.402832
	Iteration 8Q: 3 clusters Score -1803342 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1803627.625000 Penalty: 4805.402832
	Iteration 9Q: 3 clusters Score -1803628 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1803865.250000 Penalty: 4805.402832
	Iteration 10Q: 3 clusters Score -1803865 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1804072.000000 Penalty: 4805.402832
	Iteration 11Q: 3 clusters Score -1804072 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1804234.250000 Penalty: 4805.402832
	Iteration 12Q: 3 clusters Score -1804234 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1804352.500000 Penalty: 4805.402832
	Iteration 13Q: 3 clusters Score -1804352 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1804436.500000 Penalty: 4805.402832
	Iteration 14Q: 3 clusters Score -1804436 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1804506.625000 Penalty: 4805.402832
	Iteration 15Q: 3 clusters Score -1804507 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1804591.000000 Penalty: 4805.402832
	Iteration 16Q: 3 clusters Score -1804591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1804652.250000 Penalty: 4805.402832
	Iteration 17Q: 3 clusters Score -1804652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1804699.000000 Penalty: 4805.402832
	Iteration 18Q: 3 clusters Score -1804699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1804758.750000 Penalty: 4805.402832
	Iteration 19Q: 3 clusters Score -1804759 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1804811.875000 Penalty: 4805.402832
	Iteration 20F: 3 clusters Score -1804812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1804872.375000 Penalty: 4805.402832
	Iteration 21Q: 3 clusters Score -1804872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1804923.875000 Penalty: 4805.402832
	Iteration 22Q: 3 clusters Score -1804924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1804980.750000 Penalty: 4805.402832
	Iteration 23Q: 3 clusters Score -1804981 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1805041.750000 Penalty: 4805.402832
	Iteration 24Q: 3 clusters Score -1805042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1805089.750000 Penalty: 4805.402832
	Iteration 25Q: 3 clusters Score -1805090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1805125.375000 Penalty: 4805.402832
	Iteration 26Q: 3 clusters Score -1805125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1805160.125000 Penalty: 4805.402832
	Iteration 27Q: 3 clusters Score -1805160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1805181.875000 Penalty: 4805.402832
	Iteration 28Q: 3 clusters Score -1805182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1805198.500000 Penalty: 4805.402832
	Iteration 29Q: 3 clusters Score -1805198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1805223.250000 Penalty: 4805.402832
	Iteration 30Q: 3 clusters Score -1805223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1805248.125000 Penalty: 4805.402832
	Iteration 31Q: 3 clusters Score -1805248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1805260.125000 Penalty: 4805.402832
	Iteration 32Q: 3 clusters Score -1805260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1805276.000000 Penalty: 4805.402832
	Iteration 33Q: 3 clusters Score -1805276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1805281.875000 Penalty: 4805.402832
	Iteration 34Q: 3 clusters Score -1805282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1805289.375000 Penalty: 4805.402832
	Iteration 35Q: 3 clusters Score -1805289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1805306.125000 Penalty: 4805.402832
	Iteration 36Q: 3 clusters Score -1805306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1805316.375000 Penalty: 4805.402832
	Iteration 37Q: 3 clusters Score -1805316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1805325.500000 Penalty: 4805.402832
	Iteration 38Q: 3 clusters Score -1805326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1805341.375000 Penalty: 4805.402832
	Iteration 39Q: 3 clusters Score -1805341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1805354.750000 Penalty: 4805.402832
	Iteration 40F: 3 clusters Score -1805355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1805370.625000 Penalty: 4805.402832
	Iteration 41Q: 3 clusters Score -1805371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1805394.375000 Penalty: 4805.402832
	Iteration 42Q: 3 clusters Score -1805394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1805406.625000 Penalty: 4805.402832
	Iteration 43Q: 3 clusters Score -1805407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1805424.375000 Penalty: 4805.402832
	Iteration 44Q: 3 clusters Score -1805424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1805426.500000 Penalty: 4805.402832
	Iteration 45Q: 3 clusters Score -1805426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1805434.250000 Penalty: 4805.402832
	Iteration 46Q: 3 clusters Score -1805434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1805444.000000 Penalty: 4805.402832
	Iteration 47Q: 3 clusters Score -1805444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1805457.375000 Penalty: 4805.402832
	Iteration 48Q: 3 clusters Score -1805457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1805464.375000 Penalty: 4805.402832
	Iteration 49Q: 3 clusters Score -1805464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1805475.000000 Penalty: 4805.402832
	Iteration 50Q: 3 clusters Score -1805475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1805480.875000 Penalty: 4805.402832
	Iteration 51Q: 3 clusters Score -1805481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1805498.125000 Penalty: 4805.402832
	Iteration 52Q: 3 clusters Score -1805498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1805501.375000 Penalty: 4805.402832
	Iteration 53Q: 3 clusters Score -1805501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1805512.500000 Penalty: 4805.402832
	Iteration 54Q: 3 clusters Score -1805512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1805515.375000 Penalty: 4805.402832
	Iteration 55Q: 3 clusters Score -1805515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1805520.875000 Penalty: 4805.402832
	Iteration 56Q: 3 clusters Score -1805521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1805525.125000 Penalty: 4805.402832
	Iteration 57Q: 3 clusters Score -1805525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1805525.500000 Penalty: 4805.402832
	Iteration 58Q: 3 clusters Score -1805526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1805528.500000 Penalty: 4805.402832
	Iteration 59Q: 3 clusters Score -1805528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1805529.875000 Penalty: 4805.402832
	Iteration 60F: 3 clusters Score -1805530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1805532.375000 Penalty: 4805.402832
	Iteration 61Q: 3 clusters Score -1805532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1805532.625000 Penalty: 4805.402832
	Iteration 62Q: 3 clusters Score -1805533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1805531.750000 Penalty: 4805.402832
	Iteration 63Q: 3 clusters Score -1805532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1805531.750000 Penalty: 4805.402832
	Iteration 64F: 3 clusters Score -1805532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -522891.437500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -522891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -518664.687500 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -518664.7 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -519650.750000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -519650.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -519827.156250 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -519827.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -519922.750000 Penalty: 4176.548828
	Iteration 3Q: 3 clusters Score -519922.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -519992.406250 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -519992.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -520051.468750 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -520051.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -520090.781250 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -520090.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -520134.906250 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -520134.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -520182.718750 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -520182.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -520235.687500 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -520235.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -520285.500000 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -520285.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -520345.250000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -520345.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -520406.218750 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -520406.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -520474.031250 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -520474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -520553.968750 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -520554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -520625.750000 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -520625.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -520702.031250 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -520702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -520786.343750 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -520786.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -520854.312500 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -520854.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -520910.437500 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -520910.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -520957.656250 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -520957.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -521007.750000 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -521007.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -521040.625000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -521040.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -521070.500000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -521070.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -521093.531250 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -521093.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -521112.031250 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -521112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -521123.312500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -521123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -521136.093750 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -521136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -521141.843750 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -521141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -521145.718750 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -521145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -521148.906250 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -521148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -521154.687500 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -521154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -521161.531250 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -521161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -521164.375000 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -521164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -521166.406250 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -521166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -521168.125000 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -521168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -521170.500000 Penalty: 4176.548828
	Iteration 36Q: 3 clusters Score -521170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -521173.000000 Penalty: 4176.548828
	Iteration 37Q: 3 clusters Score -521173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -521175.218750 Penalty: 4176.548828
	Iteration 38Q: 3 clusters Score -521175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -521178.437500 Penalty: 4176.548828
	Iteration 39Q: 3 clusters Score -521178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -521180.437500 Penalty: 4176.548828
	Iteration 40F: 3 clusters Score -521180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -521180.562500 Penalty: 4176.548828
	Iteration 41Q: 3 clusters Score -521180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -521181.062500 Penalty: 4176.548828
	Iteration 42Q: 3 clusters Score -521181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -521181.656250 Penalty: 4176.548828
	Iteration 43Q: 3 clusters Score -521181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -521184.218750 Penalty: 4176.548828
	Iteration 44Q: 3 clusters Score -521184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -521186.718750 Penalty: 4176.548828
	Iteration 45Q: 3 clusters Score -521186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -521188.343750 Penalty: 4176.548828
	Iteration 46Q: 3 clusters Score -521188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -521190.625000 Penalty: 4176.548828
	Iteration 47Q: 3 clusters Score -521190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -521191.312500 Penalty: 4176.548828
	Iteration 48Q: 3 clusters Score -521191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -521191.718750 Penalty: 4176.548828
	Iteration 49Q: 3 clusters Score -521191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -521192.187500 Penalty: 4176.548828
	Iteration 50Q: 3 clusters Score -521192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -521192.093750 Penalty: 4176.548828
	Iteration 51Q: 3 clusters Score -521192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -521192.875000 Penalty: 4176.548828
	Iteration 52Q: 3 clusters Score -521192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -521194.750000 Penalty: 4176.548828
	Iteration 53Q: 3 clusters Score -521194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -521195.437500 Penalty: 4176.548828
	Iteration 54Q: 3 clusters Score -521195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -521197.156250 Penalty: 4176.548828
	Iteration 55Q: 3 clusters Score -521197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -521199.125000 Penalty: 4176.548828
	Iteration 56Q: 3 clusters Score -521199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -521199.468750 Penalty: 4176.548828
	Iteration 57Q: 3 clusters Score -521199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -521199.312500 Penalty: 4176.548828
	Iteration 58Q: 3 clusters Score -521199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -521200.937500 Penalty: 4176.548828
	Iteration 59Q: 3 clusters Score -521200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -521200.937500 Penalty: 4176.548828
	Iteration 60F: 3 clusters Score -521200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -188610.484375 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -188610.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186254.578125 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -186254.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186656.953125 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -186657 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186755.062500 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -186755.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186810.359375 Penalty: 3663.382080
	Iteration 3Q: 3 clusters Score -186810.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186841.828125 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -186841.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186861.750000 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -186861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186874.421875 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -186874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186881.734375 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -186881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186894.156250 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -186894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186909.765625 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -186909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186919.453125 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -186919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186927.109375 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -186927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186935.312500 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -186935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186945.156250 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -186945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186956.312500 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -186956.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186964.109375 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -186964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186973.515625 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -186973.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186978.578125 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -186978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186982.062500 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -186982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186985.968750 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -186986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186991.890625 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -186991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186997.015625 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -186997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -187000.718750 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -187000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187002.062500 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -187002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187003.656250 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -187003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187005.437500 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -187005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187006.593750 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -187006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187007.781250 Penalty: 3663.382080
	Iteration 27Q: 3 clusters Score -187007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187007.781250 Penalty: 3663.382080
	Iteration 28F: 3 clusters Score -187007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Entering Unmasked Estep 
Score: -1665172.625000 Penalty: 2366.206055
	Iteration 0F: 2 clusters Score -1665173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1655003.500000 Penalty: 4732.412109
	Iteration 0F: 3 clusters Score -1655004 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1658067.625000 Penalty: 4732.412109
	Iteration 1F: 3 clusters Score -1658068 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1658413.500000 Penalty: 4732.412109
	Iteration 2F: 3 clusters Score -1658414 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1658648.375000 Penalty: 4732.412109
	Iteration 3Q: 3 clusters Score -1658648 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1658815.625000 Penalty: 4732.412109
	Iteration 4Q: 3 clusters Score -1658816 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1658946.125000 Penalty: 4732.412109
	Iteration 5Q: 3 clusters Score -1658946 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1659054.000000 Penalty: 4732.412109
	Iteration 6Q: 3 clusters Score -1659054 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1659151.500000 Penalty: 4732.412109
	Iteration 7Q: 3 clusters Score -1659152 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1659238.375000 Penalty: 4732.412109
	Iteration 8Q: 3 clusters Score -1659238 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1659313.125000 Penalty: 4732.412109
	Iteration 9Q: 3 clusters Score -1659313 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1659381.875000 Penalty: 4732.412109
	Iteration 10Q: 3 clusters Score -1659382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1659434.000000 Penalty: 4732.412109
	Iteration 11Q: 3 clusters Score -1659434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1659475.000000 Penalty: 4732.412109
	Iteration 12Q: 3 clusters Score -1659475 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1659521.875000 Penalty: 4732.412109
	Iteration 13Q: 3 clusters Score -1659522 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1659566.500000 Penalty: 4732.412109
	Iteration 14Q: 3 clusters Score -1659566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1659604.750000 Penalty: 4732.412109
	Iteration 15Q: 3 clusters Score -1659605 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1659644.500000 Penalty: 4732.412109
	Iteration 16Q: 3 clusters Score -1659644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1659691.000000 Penalty: 4732.412109
	Iteration 17Q: 3 clusters Score -1659691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1659730.625000 Penalty: 4732.412109
	Iteration 18Q: 3 clusters Score -1659731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1659780.500000 Penalty: 4732.412109
	Iteration 19Q: 3 clusters Score -1659780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1659845.875000 Penalty: 4732.412109
	Iteration 20F: 3 clusters Score -1659846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1659898.250000 Penalty: 4732.412109
	Iteration 21Q: 3 clusters Score -1659898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1659963.375000 Penalty: 4732.412109
	Iteration 22Q: 3 clusters Score -1659963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1660029.000000 Penalty: 4732.412109
	Iteration 23Q: 3 clusters Score -1660029 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1660096.125000 Penalty: 4732.412109
	Iteration 24Q: 3 clusters Score -1660096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1660175.500000 Penalty: 4732.412109
	Iteration 25Q: 3 clusters Score -1660176 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1660282.375000 Penalty: 4732.412109
	Iteration 26Q: 3 clusters Score -1660282 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1660420.000000 Penalty: 4732.412109
	Iteration 27Q: 3 clusters Score -1660420 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1660565.250000 Penalty: 4732.412109
	Iteration 28Q: 3 clusters Score -1660565 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1660757.750000 Penalty: 4732.412109
	Iteration 29Q: 3 clusters Score -1660758 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1661024.125000 Penalty: 4732.412109
	Iteration 30Q: 3 clusters Score -1661024 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1661305.500000 Penalty: 4732.412109
	Iteration 31Q: 3 clusters Score -1661306 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1661584.375000 Penalty: 4732.412109
	Iteration 32Q: 3 clusters Score -1661584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1661860.500000 Penalty: 4732.412109
	Iteration 33Q: 3 clusters Score -1661860 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1662124.875000 Penalty: 4732.412109
	Iteration 34Q: 3 clusters Score -1662125 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1662350.625000 Penalty: 4732.412109
	Iteration 35Q: 3 clusters Score -1662351 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1662555.250000 Penalty: 4732.412109
	Iteration 36Q: 3 clusters Score -1662555 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1662708.625000 Penalty: 4732.412109
	Iteration 37Q: 3 clusters Score -1662709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1662815.750000 Penalty: 4732.412109
	Iteration 38Q: 3 clusters Score -1662816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1662895.625000 Penalty: 4732.412109
	Iteration 39Q: 3 clusters Score -1662896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1662946.250000 Penalty: 4732.412109
	Iteration 40F: 3 clusters Score -1662946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1662992.250000 Penalty: 4732.412109
	Iteration 41Q: 3 clusters Score -1662992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1663029.875000 Penalty: 4732.412109
	Iteration 42Q: 3 clusters Score -1663030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1663066.750000 Penalty: 4732.412109
	Iteration 43Q: 3 clusters Score -1663067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1663093.125000 Penalty: 4732.412109
	Iteration 44Q: 3 clusters Score -1663093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1663104.500000 Penalty: 4732.412109
	Iteration 45Q: 3 clusters Score -1663104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1663116.250000 Penalty: 4732.412109
	Iteration 46Q: 3 clusters Score -1663116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1663126.625000 Penalty: 4732.412109
	Iteration 47Q: 3 clusters Score -1663127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1663129.125000 Penalty: 4732.412109
	Iteration 48Q: 3 clusters Score -1663129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1663128.875000 Penalty: 4732.412109
	Iteration 49Q: 3 clusters Score -1663129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1663128.875000 Penalty: 4732.412109
	Iteration 50F: 3 clusters Score -1663129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 66850 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 78619 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024248.000000 Penalty: 105424.328125
Iteration 79Q: 34 clusters Score -4.502425e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 67181 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 16167 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 14 contains 71430 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 78615 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 4687 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 2461 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 16234 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 13923 members 
Mstep: Class 29 contains 7720 members 
Mstep: Class 30 contains 1811 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 15484 members 
Mstep: Class 33 contains 4829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026024.000000 Penalty: 105424.328125
Iteration 80F: 34 clusters Score -4.502602e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6046 members 
Mstep: Class 3 contains 67154 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 71417 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 78359 members 
Mstep: Class 20 contains 4757 members 
Mstep: Class 21 contains 4550 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 2435 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 16009 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 7987 members 
Mstep: Class 30 contains 2009 members 
Mstep: Class 31 contains 2758 members 
Mstep: Class 32 contains 15536 members 
Mstep: Class 33 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026900.000000 Penalty: 105424.328125
Iteration 81Q: 34 clusters Score -4.50269e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 3 contains 67150 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 16056 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 71408 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 78226 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 3739 members 
Mstep: Class 25 contains 15883 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 13920 members 
Mstep: Class 29 contains 8110 members 
Mstep: Class 30 contains 2155 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 15517 members 
Mstep: Class 33 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027272.000000 Penalty: 105424.328125
Iteration 82Q: 34 clusters Score -4.502727e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 67162 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 16010 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 5374 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 78139 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 2440 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 15797 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 13923 members 
Mstep: Class 29 contains 8184 members 
Mstep: Class 30 contains 2257 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 15462 members 
Mstep: Class 33 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027748.000000 Penalty: 105424.328125
Iteration 83Q: 34 clusters Score -4.502775e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 67174 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 15972 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 71395 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 5356 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 78075 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 4310 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 2436 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 15723 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 13925 members 
Mstep: Class 29 contains 8235 members 
Mstep: Class 30 contains 2354 members 
Mstep: Class 31 contains 2763 members 
Mstep: Class 32 contains 15400 members 
Mstep: Class 33 contains 5450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028160.000000 Penalty: 105424.328125
Iteration 84Q: 34 clusters Score -4.502816e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 67186 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 15939 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 71385 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 78019 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 4237 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 2443 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 15646 members 
Mstep: Class 26 contains 4671 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 13925 members 
Mstep: Class 29 contains 8287 members 
Mstep: Class 30 contains 2447 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 15335 members 
Mstep: Class 33 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028292.000000 Penalty: 105424.328125
Iteration 85Q: 34 clusters Score -4.502829e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 67185 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 15908 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 71375 members 
Mstep: Class 15 contains 4185 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 77981 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 15581 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 13924 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 2527 members 
Mstep: Class 31 contains 2768 members 
Mstep: Class 32 contains 15279 members 
Mstep: Class 33 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028604.000000 Penalty: 105424.328125
Iteration 86Q: 34 clusters Score -4.50286e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 67175 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 71371 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 77948 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 1509 members 
Mstep: Class 23 contains 2463 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 15524 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 8326 members 
Mstep: Class 30 contains 2589 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 15242 members 
Mstep: Class 33 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028824.000000 Penalty: 105424.328125
Iteration 87Q: 34 clusters Score -4.502882e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 3 contains 67168 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 1658 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 15852 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 71375 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 77920 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 2470 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 15461 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 1582 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 8341 members 
Mstep: Class 30 contains 2643 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 15211 members 
Mstep: Class 33 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028864.000000 Penalty: 105424.328125
Iteration 88Q: 34 clusters Score -4.502886e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 67168 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 15829 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 71371 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 77894 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 15396 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 1580 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 8362 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 15185 members 
Mstep: Class 33 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029052.000000 Penalty: 105424.328125
Iteration 89Q: 34 clusters Score -4.502905e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 67168 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 15814 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 71365 members 
Mstep: Class 15 contains 4100 members 
Mstep: Class 16 contains 5274 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 77868 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 15345 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 8381 members 
Mstep: Class 30 contains 2764 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 15153 members 
Mstep: Class 33 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029104.000000 Penalty: 105424.328125
Iteration 90Q: 34 clusters Score -4.50291e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 67159 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 11363 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 71366 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 5271 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 77849 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3982 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 15299 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 1579 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 8388 members 
Mstep: Class 30 contains 2830 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 15120 members 
Mstep: Class 33 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029220.000000 Penalty: 105424.328125
Iteration 91Q: 34 clusters Score -4.502922e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 67149 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 15773 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 71359 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 5262 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 77828 members 
Mstep: Class 20 contains 4745 members 
Mstep: Class 21 contains 3954 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 1579 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 8383 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 15094 members 
Mstep: Class 33 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029416.000000 Penalty: 105424.328125
Iteration 92Q: 34 clusters Score -4.502942e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 67137 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 15760 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 14 contains 71349 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 77805 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 1579 members 
Mstep: Class 28 contains 13926 members 
Mstep: Class 29 contains 8385 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029380.000000 Penalty: 105424.328125
Iteration 93Q: 34 clusters Score -4.502938e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 67133 members 
Mstep: Class 4 contains 2342 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 15747 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 71344 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 77780 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 15227 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13930 members 
Mstep: Class 29 contains 8384 members 
Mstep: Class 30 contains 2952 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 15054 members 
Mstep: Class 33 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029468.000000 Penalty: 105424.328125
Iteration 94Q: 34 clusters Score -4.502947e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 67131 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 15742 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 71334 members 
Mstep: Class 15 contains 3998 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 77771 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13933 members 
Mstep: Class 29 contains 8383 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 15033 members 
Mstep: Class 33 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029572.000000 Penalty: 105424.328125
Iteration 95Q: 34 clusters Score -4.502957e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 67124 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 4008 members 
Mstep: Class 12 contains 15742 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 14 contains 71326 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 77764 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 15177 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13933 members 
Mstep: Class 29 contains 8382 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 6059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029652.000000 Penalty: 105424.328125
Iteration 96Q: 34 clusters Score -4.502965e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 67113 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 71323 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 77747 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 15156 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13934 members 
Mstep: Class 29 contains 8386 members 
Mstep: Class 30 contains 3045 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 15003 members 
Mstep: Class 33 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029836.000000 Penalty: 105424.328125
Iteration 97Q: 34 clusters Score -4.502984e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 67103 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 71316 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 77731 members 
Mstep: Class 20 contains 4745 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 15139 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 13935 members 
Mstep: Class 29 contains 8395 members 
Mstep: Class 30 contains 3059 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 6105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029888.000000 Penalty: 105424.328125
Iteration 98Q: 34 clusters Score -4.502989e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 67096 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 3561 members 
Mstep: Class 14 contains 71313 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 77724 members 
Mstep: Class 20 contains 4747 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 15106 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13935 members 
Mstep: Class 29 contains 8404 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 6124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029860.000000 Penalty: 105424.328125
Iteration 99Q: 34 clusters Score -4.502986e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 67076 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 71310 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7887 members 
Mstep: Class 19 contains 77717 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 3849 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 15069 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13934 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14951 members 
Mstep: Class 33 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029936.000000 Penalty: 105424.328125
Iteration 100F: 34 clusters Score -4.502994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 67071 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 15727 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 71307 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7881 members 
Mstep: Class 19 contains 77707 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 15047 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13935 members 
Mstep: Class 29 contains 8411 members 
Mstep: Class 30 contains 3120 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14930 members 
Mstep: Class 33 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029908.000000 Penalty: 105424.328125
Iteration 101Q: 34 clusters Score -4.502991e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 67068 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 3578 members 
Mstep: Class 14 contains 71304 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 16 contains 5148 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 77697 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 15025 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13935 members 
Mstep: Class 29 contains 8415 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14921 members 
Mstep: Class 33 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029984.000000 Penalty: 105424.328125
Iteration 102Q: 34 clusters Score -4.502998e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 67066 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 15677 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 71294 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 5130 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 77684 members 
Mstep: Class 20 contains 4745 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 15004 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13936 members 
Mstep: Class 29 contains 8419 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14911 members 
Mstep: Class 33 contains 6208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030036.000000 Penalty: 105424.328125
Iteration 103Q: 34 clusters Score -4.503004e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 67065 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 71277 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 77666 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3802 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14984 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13939 members 
Mstep: Class 29 contains 8428 members 
Mstep: Class 30 contains 3218 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 14897 members 
Mstep: Class 33 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030124.000000 Penalty: 105424.328125
Iteration 104Q: 34 clusters Score -4.503012e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 67069 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 71265 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 5113 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 77665 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14959 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13940 members 
Mstep: Class 29 contains 8435 members 
Mstep: Class 30 contains 3253 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 14882 members 
Mstep: Class 33 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030196.000000 Penalty: 105424.328125
Iteration 105Q: 34 clusters Score -4.50302e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 67067 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 14 contains 71252 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 77650 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13940 members 
Mstep: Class 29 contains 8441 members 
Mstep: Class 30 contains 3281 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 14874 members 
Mstep: Class 33 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030272.000000 Penalty: 105424.328125
Iteration 106Q: 34 clusters Score -4.503027e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 67066 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3148 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 15610 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 71232 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77641 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 14932 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13942 members 
Mstep: Class 29 contains 8446 members 
Mstep: Class 30 contains 3311 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14862 members 
Mstep: Class 33 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030304.000000 Penalty: 105424.328125
Iteration 107Q: 34 clusters Score -4.50303e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 67055 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 15601 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 71216 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 5084 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77634 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13942 members 
Mstep: Class 29 contains 8449 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14861 members 
Mstep: Class 33 contains 6300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030364.000000 Penalty: 105424.328125
Iteration 108Q: 34 clusters Score -4.503036e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 67046 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 11384 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 15594 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 71203 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 5078 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77629 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3735 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2540 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 14912 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8451 members 
Mstep: Class 30 contains 3354 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 14852 members 
Mstep: Class 33 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030408.000000 Penalty: 105424.328125
Iteration 109Q: 34 clusters Score -4.503041e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 67044 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 15588 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 71196 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77615 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 14916 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8453 members 
Mstep: Class 30 contains 3367 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 14833 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030532.000000 Penalty: 105424.328125
Iteration 110Q: 34 clusters Score -4.503053e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6884 members 
Mstep: Class 3 contains 67034 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 11391 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 71188 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77604 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 14915 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8458 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 14826 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030620.000000 Penalty: 105424.328125
Iteration 111Q: 34 clusters Score -4.503062e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6900 members 
Mstep: Class 3 contains 67028 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 15584 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 71178 members 
Mstep: Class 15 contains 3383 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77591 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8459 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 14811 members 
Mstep: Class 33 contains 6313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030660.000000 Penalty: 105424.328125
Iteration 112Q: 34 clusters Score -4.503066e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 67029 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 71169 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77582 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3723 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8460 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 14791 members 
Mstep: Class 33 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030728.000000 Penalty: 105424.328125
Iteration 113Q: 34 clusters Score -4.503073e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 67027 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 15585 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 71163 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77569 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3721 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 14933 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8463 members 
Mstep: Class 30 contains 3386 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030748.000000 Penalty: 105424.328125
Iteration 114Q: 34 clusters Score -4.503075e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6933 members 
Mstep: Class 3 contains 67020 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 71159 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77556 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 14755 members 
Mstep: Class 33 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030752.000000 Penalty: 105424.328125
Iteration 115Q: 34 clusters Score -4.503075e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6946 members 
Mstep: Class 3 contains 67006 members 
Mstep: Class 4 contains 2652 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 5157 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 71160 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77545 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 14942 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8475 members 
Mstep: Class 30 contains 3391 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 14740 members 
Mstep: Class 33 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030912.000000 Penalty: 105424.328125
Iteration 116Q: 34 clusters Score -4.503091e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 66992 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 71160 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77537 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3717 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 14947 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8480 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14726 members 
Mstep: Class 33 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030988.000000 Penalty: 105424.328125
Iteration 117Q: 34 clusters Score -4.503099e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 66970 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 5147 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 15590 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 71159 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77531 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3617 members 
Mstep: Class 25 contains 14952 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8482 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14704 members 
Mstep: Class 33 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031128.000000 Penalty: 105424.328125
Iteration 118Q: 34 clusters Score -4.503113e+07 nChanged 262
Entering ConstructFrom: 
Score: -45031128.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -1317154.500000 Penalty: 2312.955322
	Iteration 0F: 2 clusters Score -1317154 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 5648 members 
Entering Unmasked Estep 
Score: -1308655.875000 Penalty: 4625.910645
	Iteration 0F: 3 clusters Score -1308656 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1311214.125000 Penalty: 4625.910645
	Iteration 1F: 3 clusters Score -1311214 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1311542.375000 Penalty: 4625.910645
	Iteration 2F: 3 clusters Score -1311542 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1311771.250000 Penalty: 4625.910645
	Iteration 3Q: 3 clusters Score -1311771 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1311999.500000 Penalty: 4625.910645
	Iteration 4Q: 3 clusters Score -1312000 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1312199.000000 Penalty: 4625.910645
	Iteration 5Q: 3 clusters Score -1312199 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1312387.500000 Penalty: 4625.910645
	Iteration 6Q: 3 clusters Score -1312388 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1312539.500000 Penalty: 4625.910645
	Iteration 7Q: 3 clusters Score -1312540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1312681.000000 Penalty: 4625.910645
	Iteration 8Q: 3 clusters Score -1312681 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1312844.625000 Penalty: 4625.910645
	Iteration 9Q: 3 clusters Score -1312845 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1313024.875000 Penalty: 4625.910645
	Iteration 10Q: 3 clusters Score -1313025 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1313234.750000 Penalty: 4625.910645
	Iteration 11Q: 3 clusters Score -1313235 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1313479.125000 Penalty: 4625.910645
	Iteration 12Q: 3 clusters Score -1313479 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1313738.625000 Penalty: 4625.910645
	Iteration 13Q: 3 clusters Score -1313739 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1314013.250000 Penalty: 4625.910645
	Iteration 14Q: 3 clusters Score -1314013 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1314329.125000 Penalty: 4625.910645
	Iteration 15Q: 3 clusters Score -1314329 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1314604.875000 Penalty: 4625.910645
	Iteration 16Q: 3 clusters Score -1314605 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1314838.000000 Penalty: 4625.910645
	Iteration 17Q: 3 clusters Score -1314838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1314994.750000 Penalty: 4625.910645
	Iteration 18Q: 3 clusters Score -1314995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1315088.375000 Penalty: 4625.910645
	Iteration 19Q: 3 clusters Score -1315088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1315144.125000 Penalty: 4625.910645
	Iteration 20F: 3 clusters Score -1315144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1315196.375000 Penalty: 4625.910645
	Iteration 21Q: 3 clusters Score -1315196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1315223.000000 Penalty: 4625.910645
	Iteration 22Q: 3 clusters Score -1315223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1315241.250000 Penalty: 4625.910645
	Iteration 23Q: 3 clusters Score -1315241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1315252.125000 Penalty: 4625.910645
	Iteration 24Q: 3 clusters Score -1315252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1315255.875000 Penalty: 4625.910645
	Iteration 25Q: 3 clusters Score -1315256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1315260.500000 Penalty: 4625.910645
	Iteration 26Q: 3 clusters Score -1315260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1315268.250000 Penalty: 4625.910645
	Iteration 27Q: 3 clusters Score -1315268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1315272.875000 Penalty: 4625.910645
	Iteration 28Q: 3 clusters Score -1315273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1315284.625000 Penalty: 4625.910645
	Iteration 29Q: 3 clusters Score -1315285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1315292.125000 Penalty: 4625.910645
	Iteration 30Q: 3 clusters Score -1315292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1315296.875000 Penalty: 4625.910645
	Iteration 31Q: 3 clusters Score -1315297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1315303.625000 Penalty: 4625.910645
	Iteration 32Q: 3 clusters Score -1315304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1315307.875000 Penalty: 4625.910645
	Iteration 33Q: 3 clusters Score -1315308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1315310.875000 Penalty: 4625.910645
	Iteration 34Q: 3 clusters Score -1315311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1315311.500000 Penalty: 4625.910645
	Iteration 35Q: 3 clusters Score -1315312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1315311.500000 Penalty: 4625.910645
	Iteration 36Q: 3 clusters Score -1315312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1315311.500000 Penalty: 4625.910645
	Iteration 37F: 3 clusters Score -1315312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -828404.062500 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -828404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -822632.187500 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -822632.2 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -824281.437500 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -824281.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -824606.187500 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -824606.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -824834.312500 Penalty: 4389.572266
	Iteration 3F: 3 clusters Score -824834.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -825013.500000 Penalty: 4389.572266
	Iteration 4Q: 3 clusters Score -825013.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -825164.000000 Penalty: 4389.572266
	Iteration 5Q: 3 clusters Score -825164 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -825281.125000 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -825281.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -825371.250000 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -825371.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -825450.375000 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -825450.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -825513.000000 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -825513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -825558.687500 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -825558.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -825592.187500 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -825592.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825629.187500 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -825629.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -825657.000000 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -825657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -825679.937500 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -825679.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -825698.000000 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -825698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -825717.250000 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -825717.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -825733.562500 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -825733.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -825752.312500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -825752.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -825764.000000 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -825764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -825773.875000 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -825773.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -825784.000000 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -825784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -825793.062500 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -825793.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -825796.937500 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -825796.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -825808.000000 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -825808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -825819.375000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -825819.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -825830.000000 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -825830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -825836.187500 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -825836.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -825851.500000 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -825851.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -825863.687500 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -825863.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -825879.062500 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -825879.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -825894.062500 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -825894.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -825907.250000 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -825907.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -825919.812500 Penalty: 4389.572266
	Iteration 33Q: 3 clusters Score -825919.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -825937.750000 Penalty: 4389.572266
	Iteration 34Q: 3 clusters Score -825937.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -825950.125000 Penalty: 4389.572266
	Iteration 35Q: 3 clusters Score -825950.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -825964.000000 Penalty: 4389.572266
	Iteration 36Q: 3 clusters Score -825964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -825990.250000 Penalty: 4389.572266
	Iteration 37Q: 3 clusters Score -825990.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -826013.562500 Penalty: 4389.572266
	Iteration 38Q: 3 clusters Score -826013.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -826038.937500 Penalty: 4389.572266
	Iteration 39Q: 3 clusters Score -826038.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -826063.875000 Penalty: 4389.572266
	Iteration 40F: 3 clusters Score -826063.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -826080.375000 Penalty: 4389.572266
	Iteration 41Q: 3 clusters Score -826080.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -826095.375000 Penalty: 4389.572266
	Iteration 42Q: 3 clusters Score -826095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -826113.375000 Penalty: 4389.572266
	Iteration 43Q: 3 clusters Score -826113.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -826127.500000 Penalty: 4389.572266
	Iteration 44Q: 3 clusters Score -826127.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -826144.187500 Penalty: 4389.572266
	Iteration 45Q: 3 clusters Score -826144.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -826166.750000 Penalty: 4389.572266
	Iteration 46Q: 3 clusters Score -826166.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -826190.062500 Penalty: 4389.572266
	Iteration 47Q: 3 clusters Score -826190.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -826212.812500 Penalty: 4389.572266
	Iteration 48Q: 3 clusters Score -826212.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -826240.000000 Penalty: 4389.572266
	Iteration 49Q: 3 clusters Score -826240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -826263.937500 Penalty: 4389.572266
	Iteration 50Q: 3 clusters Score -826263.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -826293.437500 Penalty: 4389.572266
	Iteration 51Q: 3 clusters Score -826293.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -826316.062500 Penalty: 4389.572266
	Iteration 52Q: 3 clusters Score -826316.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -826342.125000 Penalty: 4389.572266
	Iteration 53Q: 3 clusters Score -826342.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -826363.000000 Penalty: 4389.572266
	Iteration 54Q: 3 clusters Score -826363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -826376.312500 Penalty: 4389.572266
	Iteration 55Q: 3 clusters Score -826376.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -826384.062500 Penalty: 4389.572266
	Iteration 56Q: 3 clusters Score -826384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -826393.687500 Penalty: 4389.572266
	Iteration 57Q: 3 clusters Score -826393.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -826404.125000 Penalty: 4389.572266
	Iteration 58Q: 3 clusters Score -826404.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -826413.437500 Penalty: 4389.572266
	Iteration 59Q: 3 clusters Score -826413.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -826418.562500 Penalty: 4389.572266
	Iteration 60F: 3 clusters Score -826418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -826424.812500 Penalty: 4389.572266
	Iteration 61Q: 3 clusters Score -826424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -826428.500000 Penalty: 4389.572266
	Iteration 62Q: 3 clusters Score -826428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -826434.437500 Penalty: 4389.572266
	Iteration 63Q: 3 clusters Score -826434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -826437.312500 Penalty: 4389.572266
	Iteration 64Q: 3 clusters Score -826437.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -826442.937500 Penalty: 4389.572266
	Iteration 65Q: 3 clusters Score -826442.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -826447.687500 Penalty: 4389.572266
	Iteration 66Q: 3 clusters Score -826447.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -826450.687500 Penalty: 4389.572266
	Iteration 67Q: 3 clusters Score -826450.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -826458.437500 Penalty: 4389.572266
	Iteration 68Q: 3 clusters Score -826458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -826461.187500 Penalty: 4389.572266
	Iteration 69Q: 3 clusters Score -826461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -826466.187500 Penalty: 4389.572266
	Iteration 70Q: 3 clusters Score -826466.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -826472.687500 Penalty: 4389.572266
	Iteration 71Q: 3 clusters Score -826472.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -826477.312500 Penalty: 4389.572266
	Iteration 72Q: 3 clusters Score -826477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -826483.875000 Penalty: 4389.572266
	Iteration 73Q: 3 clusters Score -826483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -826490.375000 Penalty: 4389.572266
	Iteration 74Q: 3 clusters Score -826490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -826491.625000 Penalty: 4389.572266
	Iteration 75Q: 3 clusters Score -826491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -826494.687500 Penalty: 4389.572266
	Iteration 76Q: 3 clusters Score -826494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -826497.812500 Penalty: 4389.572266
	Iteration 77Q: 3 clusters Score -826497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -826501.500000 Penalty: 4389.572266
	Iteration 78Q: 3 clusters Score -826501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -826506.500000 Penalty: 4389.572266
	Iteration 79Q: 3 clusters Score -826506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -826509.062500 Penalty: 4389.572266
	Iteration 80F: 3 clusters Score -826509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -826510.875000 Penalty: 4389.572266
	Iteration 81Q: 3 clusters Score -826510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -826514.812500 Penalty: 4389.572266
	Iteration 82Q: 3 clusters Score -826514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -826518.625000 Penalty: 4389.572266
	Iteration 83Q: 3 clusters Score -826518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -826521.937500 Penalty: 4389.572266
	Iteration 84Q: 3 clusters Score -826521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -826527.187500 Penalty: 4389.572266
	Iteration 85Q: 3 clusters Score -826527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -826531.437500 Penalty: 4389.572266
	Iteration 86Q: 3 clusters Score -826531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -826535.312500 Penalty: 4389.572266
	Iteration 87Q: 3 clusters Score -826535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -826537.437500 Penalty: 4389.572266
	Iteration 88Q: 3 clusters Score -826537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -826542.500000 Penalty: 4389.572266
	Iteration 89Q: 3 clusters Score -826542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -826545.375000 Penalty: 4389.572266
	Iteration 90Q: 3 clusters Score -826545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -826547.375000 Penalty: 4389.572266
	Iteration 91Q: 3 clusters Score -826547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -826548.812500 Penalty: 4389.572266
	Iteration 92Q: 3 clusters Score -826548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -826549.062500 Penalty: 4389.572266
	Iteration 93Q: 3 clusters Score -826549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -826551.062500 Penalty: 4389.572266
	Iteration 94Q: 3 clusters Score -826551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -826552.375000 Penalty: 4389.572266
	Iteration 95Q: 3 clusters Score -826552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -826552.375000 Penalty: 4389.572266
	Iteration 96F: 3 clusters Score -826552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Entering Unmasked Estep 
Score: -7981162.000000 Penalty: 2755.687256
	Iteration 0F: 2 clusters Score -7981162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7936493.000000 Penalty: 5511.374512
	Iteration 0F: 3 clusters Score -7936493 nChanged 31316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -7954423.000000 Penalty: 5511.374512
	Iteration 1F: 3 clusters Score -7954423 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7955362.500000 Penalty: 5511.374512
	Iteration 2Q: 3 clusters Score -7955362 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -7956091.000000 Penalty: 5511.374512
	Iteration 3Q: 3 clusters Score -7956091 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7956788.000000 Penalty: 5511.374512
	Iteration 4Q: 3 clusters Score -7956788 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -7957575.000000 Penalty: 5511.374512
	Iteration 5Q: 3 clusters Score -7957575 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7958423.500000 Penalty: 5511.374512
	Iteration 6Q: 3 clusters Score -7958424 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -7959348.000000 Penalty: 5511.374512
	Iteration 7Q: 3 clusters Score -7959348 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7960428.500000 Penalty: 5511.374512
	Iteration 8Q: 3 clusters Score -7960428 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -7961623.500000 Penalty: 5511.374512
	Iteration 9Q: 3 clusters Score -7961624 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -7962904.000000 Penalty: 5511.374512
	Iteration 10Q: 3 clusters Score -7962904 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -7964469.500000 Penalty: 5511.374512
	Iteration 11Q: 3 clusters Score -7964470 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -7966376.500000 Penalty: 5511.374512
	Iteration 12Q: 3 clusters Score -7966376 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -7968573.000000 Penalty: 5511.374512
	Iteration 13Q: 3 clusters Score -7968573 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -7970762.000000 Penalty: 5511.374512
	Iteration 14Q: 3 clusters Score -7970762 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7972808.000000 Penalty: 5511.374512
	Iteration 15Q: 3 clusters Score -7972808 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -7974629.500000 Penalty: 5511.374512
	Iteration 16Q: 3 clusters Score -7974630 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -7975951.000000 Penalty: 5511.374512
	Iteration 17Q: 3 clusters Score -7975951 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7976920.500000 Penalty: 5511.374512
	Iteration 18Q: 3 clusters Score -7976920 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -7977675.500000 Penalty: 5511.374512
	Iteration 19Q: 3 clusters Score -7977676 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7978180.500000 Penalty: 5511.374512
	Iteration 20F: 3 clusters Score -7978180 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7978537.500000 Penalty: 5511.374512
	Iteration 21Q: 3 clusters Score -7978538 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7978877.000000 Penalty: 5511.374512
	Iteration 22Q: 3 clusters Score -7978877 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7979097.000000 Penalty: 5511.374512
	Iteration 23Q: 3 clusters Score -7979097 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7979248.500000 Penalty: 5511.374512
	Iteration 24Q: 3 clusters Score -7979248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7979390.500000 Penalty: 5511.374512
	Iteration 25Q: 3 clusters Score -7979390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7979459.500000 Penalty: 5511.374512
	Iteration 26Q: 3 clusters Score -7979460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7979518.500000 Penalty: 5511.374512
	Iteration 27Q: 3 clusters Score -7979518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7979540.000000 Penalty: 5511.374512
	Iteration 28Q: 3 clusters Score -7979540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7979561.000000 Penalty: 5511.374512
	Iteration 29Q: 3 clusters Score -7979561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7979578.500000 Penalty: 5511.374512
	Iteration 30Q: 3 clusters Score -7979578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7979589.500000 Penalty: 5511.374512
	Iteration 31Q: 3 clusters Score -7979590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7979585.500000 Penalty: 5511.374512
	Iteration 32Q: 3 clusters Score -7979586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7979600.500000 Penalty: 5511.374512
	Iteration 33Q: 3 clusters Score -7979600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7979611.000000 Penalty: 5511.374512
	Iteration 34Q: 3 clusters Score -7979611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7979611.000000 Penalty: 5511.374512
	Iteration 35Q: 3 clusters Score -7979611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7979621.000000 Penalty: 5511.374512
	Iteration 36Q: 3 clusters Score -7979621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7979627.000000 Penalty: 5511.374512
	Iteration 37Q: 3 clusters Score -7979627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7979634.000000 Penalty: 5511.374512
	Iteration 38Q: 3 clusters Score -7979634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7979637.000000 Penalty: 5511.374512
	Iteration 39Q: 3 clusters Score -7979637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7979634.000000 Penalty: 5511.374512
	Iteration 40F: 3 clusters Score -7979634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7979638.500000 Penalty: 5511.374512
	Iteration 41Q: 3 clusters Score -7979638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7979638.500000 Penalty: 5511.374512
	Iteration 42F: 3 clusters Score -7979638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -304335.406250 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -304335.4 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 1302 members 
Entering Unmasked Estep 
Score: -301227.906250 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -301227.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -301826.218750 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -301826.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -302000.562500 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -302000.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302124.218750 Penalty: 3910.749756
	Iteration 3F: 3 clusters Score -302124.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -302197.375000 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -302197.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -302252.812500 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -302252.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -302292.062500 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -302292.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -302324.281250 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -302324.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -302354.875000 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -302354.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -302376.375000 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -302376.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -302396.843750 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -302396.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -302413.625000 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -302413.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -302430.875000 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -302430.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302446.562500 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -302446.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -302467.093750 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -302467.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -302480.937500 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -302480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -302496.031250 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -302496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -302504.875000 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -302504.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -302513.593750 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -302513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -302522.531250 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -302522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -302529.500000 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -302529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -302541.468750 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -302541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -302553.281250 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -302553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -302565.250000 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -302565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -302579.625000 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -302579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -302599.812500 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -302599.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -302615.593750 Penalty: 3910.749756
	Iteration 26Q: 3 clusters Score -302615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -302625.968750 Penalty: 3910.749756
	Iteration 27Q: 3 clusters Score -302626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -302638.562500 Penalty: 3910.749756
	Iteration 28Q: 3 clusters Score -302638.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -302654.718750 Penalty: 3910.749756
	Iteration 29Q: 3 clusters Score -302654.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -302665.062500 Penalty: 3910.749756
	Iteration 30Q: 3 clusters Score -302665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302674.718750 Penalty: 3910.749756
	Iteration 31Q: 3 clusters Score -302674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -302683.250000 Penalty: 3910.749756
	Iteration 32Q: 3 clusters Score -302683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -302689.093750 Penalty: 3910.749756
	Iteration 33Q: 3 clusters Score -302689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -302697.500000 Penalty: 3910.749756
	Iteration 34Q: 3 clusters Score -302697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -302703.937500 Penalty: 3910.749756
	Iteration 35Q: 3 clusters Score -302703.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -302710.218750 Penalty: 3910.749756
	Iteration 36Q: 3 clusters Score -302710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -302714.906250 Penalty: 3910.749756
	Iteration 37Q: 3 clusters Score -302714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -302719.000000 Penalty: 3910.749756
	Iteration 38Q: 3 clusters Score -302719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -302721.156250 Penalty: 3910.749756
	Iteration 39Q: 3 clusters Score -302721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -302725.906250 Penalty: 3910.749756
	Iteration 40F: 3 clusters Score -302725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -302728.906250 Penalty: 3910.749756
	Iteration 41Q: 3 clusters Score -302728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -302730.937500 Penalty: 3910.749756
	Iteration 42Q: 3 clusters Score -302730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -302733.562500 Penalty: 3910.749756
	Iteration 43Q: 3 clusters Score -302733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -302736.781250 Penalty: 3910.749756
	Iteration 44Q: 3 clusters Score -302736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -302741.218750 Penalty: 3910.749756
	Iteration 45Q: 3 clusters Score -302741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -302743.218750 Penalty: 3910.749756
	Iteration 46Q: 3 clusters Score -302743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -302743.906250 Penalty: 3910.749756
	Iteration 47Q: 3 clusters Score -302743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -302746.000000 Penalty: 3910.749756
	Iteration 48Q: 3 clusters Score -302746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -302747.000000 Penalty: 3910.749756
	Iteration 49Q: 3 clusters Score -302747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302747.093750 Penalty: 3910.749756
	Iteration 50Q: 3 clusters Score -302747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302748.343750 Penalty: 3910.749756
	Iteration 51Q: 3 clusters Score -302748.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302748.343750 Penalty: 3910.749756
	Iteration 52F: 3 clusters Score -302748.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -172278.968750 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -172279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -169892.437500 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -169892.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -170325.187500 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -170325.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -170457.546875 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -170457.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -170534.140625 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -170534.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170584.578125 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -170584.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170613.234375 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -170613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170643.375000 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -170643.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170669.984375 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -170670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -170694.968750 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -170695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170718.281250 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -170718.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170740.015625 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -170740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170758.046875 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -170758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -170778.500000 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -170778.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -170808.062500 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -170808.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -170842.375000 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -170842.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -170892.296875 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -170892.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170955.875000 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -170955.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171050.515625 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -171050.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -171139.062500 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -171139.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171215.828125 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -171215.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171292.953125 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -171293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171385.515625 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -171385.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -171479.968750 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -171480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171592.093750 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -171592.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -171695.796875 Penalty: 3681.497314
	Iteration 24Q: 3 clusters Score -171695.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -171801.125000 Penalty: 3681.497314
	Iteration 25Q: 3 clusters Score -171801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171868.890625 Penalty: 3681.497314
	Iteration 26Q: 3 clusters Score -171868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171902.843750 Penalty: 3681.497314
	Iteration 27Q: 3 clusters Score -171902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -171916.203125 Penalty: 3681.497314
	Iteration 28Q: 3 clusters Score -171916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -171923.218750 Penalty: 3681.497314
	Iteration 29Q: 3 clusters Score -171923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -171927.640625 Penalty: 3681.497314
	Iteration 30Q: 3 clusters Score -171927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171929.093750 Penalty: 3681.497314
	Iteration 31Q: 3 clusters Score -171929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171929.093750 Penalty: 3681.497314
	Iteration 32F: 3 clusters Score -171929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -233737.375000 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -233737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -231109.062500 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -231109.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231619.796875 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -231619.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -231762.484375 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -231762.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -231840.015625 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -231840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231879.140625 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -231879.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -231904.984375 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -231905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -231916.828125 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -231916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -231934.796875 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -231934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231950.500000 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -231950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -231959.078125 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -231959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -231963.234375 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -231963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -231968.250000 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -231968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231972.343750 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -231972.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231975.640625 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -231975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231979.296875 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -231979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231980.828125 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -231980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231983.062500 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -231983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231986.125000 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -231986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -231988.109375 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -231988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -231988.750000 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -231988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -231990.468750 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -231990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -231991.812500 Penalty: 3776.943359
	Iteration 21Q: 3 clusters Score -231991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -231994.625000 Penalty: 3776.943359
	Iteration 22Q: 3 clusters Score -231994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -231996.062500 Penalty: 3776.943359
	Iteration 23Q: 3 clusters Score -231996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -231996.921875 Penalty: 3776.943359
	Iteration 24Q: 3 clusters Score -231996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -231997.812500 Penalty: 3776.943359
	Iteration 25Q: 3 clusters Score -231997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231998.187500 Penalty: 3776.943359
	Iteration 26Q: 3 clusters Score -231998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231998.859375 Penalty: 3776.943359
	Iteration 27Q: 3 clusters Score -231998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231998.859375 Penalty: 3776.943359
	Iteration 28F: 3 clusters Score -231998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Entering Unmasked Estep 
Score: -1381564.375000 Penalty: 2316.659424
	Iteration 0F: 2 clusters Score -1381564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1373028.000000 Penalty: 4633.318848
	Iteration 0F: 3 clusters Score -1373028 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1375611.625000 Penalty: 4633.318848
	Iteration 1F: 3 clusters Score -1375612 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1375937.000000 Penalty: 4633.318848
	Iteration 2F: 3 clusters Score -1375937 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1376130.000000 Penalty: 4633.318848
	Iteration 3Q: 3 clusters Score -1376130 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1376282.625000 Penalty: 4633.318848
	Iteration 4Q: 3 clusters Score -1376283 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1376424.750000 Penalty: 4633.318848
	Iteration 5Q: 3 clusters Score -1376425 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1376561.500000 Penalty: 4633.318848
	Iteration 6Q: 3 clusters Score -1376562 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1376704.750000 Penalty: 4633.318848
	Iteration 7Q: 3 clusters Score -1376705 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1376848.750000 Penalty: 4633.318848
	Iteration 8Q: 3 clusters Score -1376849 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1377006.500000 Penalty: 4633.318848
	Iteration 9Q: 3 clusters Score -1377006 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1377200.375000 Penalty: 4633.318848
	Iteration 10Q: 3 clusters Score -1377200 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1377386.750000 Penalty: 4633.318848
	Iteration 11Q: 3 clusters Score -1377387 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1377598.500000 Penalty: 4633.318848
	Iteration 12Q: 3 clusters Score -1377598 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1377826.875000 Penalty: 4633.318848
	Iteration 13Q: 3 clusters Score -1377827 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1378048.125000 Penalty: 4633.318848
	Iteration 14Q: 3 clusters Score -1378048 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1378247.125000 Penalty: 4633.318848
	Iteration 15Q: 3 clusters Score -1378247 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1378425.875000 Penalty: 4633.318848
	Iteration 16Q: 3 clusters Score -1378426 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1378566.750000 Penalty: 4633.318848
	Iteration 17Q: 3 clusters Score -1378567 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1378669.750000 Penalty: 4633.318848
	Iteration 18Q: 3 clusters Score -1378670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1378769.125000 Penalty: 4633.318848
	Iteration 19Q: 3 clusters Score -1378769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1378843.375000 Penalty: 4633.318848
	Iteration 20F: 3 clusters Score -1378843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1378887.125000 Penalty: 4633.318848
	Iteration 21Q: 3 clusters Score -1378887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1378921.000000 Penalty: 4633.318848
	Iteration 22Q: 3 clusters Score -1378921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1378950.750000 Penalty: 4633.318848
	Iteration 23Q: 3 clusters Score -1378951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1378977.750000 Penalty: 4633.318848
	Iteration 24Q: 3 clusters Score -1378978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1379000.875000 Penalty: 4633.318848
	Iteration 25Q: 3 clusters Score -1379001 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1379025.750000 Penalty: 4633.318848
	Iteration 26Q: 3 clusters Score -1379026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1379052.875000 Penalty: 4633.318848
	Iteration 27Q: 3 clusters Score -1379053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1379072.875000 Penalty: 4633.318848
	Iteration 28Q: 3 clusters Score -1379073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1379089.750000 Penalty: 4633.318848
	Iteration 29Q: 3 clusters Score -1379090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1379111.125000 Penalty: 4633.318848
	Iteration 30Q: 3 clusters Score -1379111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1379130.375000 Penalty: 4633.318848
	Iteration 31Q: 3 clusters Score -1379130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1379153.750000 Penalty: 4633.318848
	Iteration 32Q: 3 clusters Score -1379154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1379166.750000 Penalty: 4633.318848
	Iteration 33Q: 3 clusters Score -1379167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1379177.625000 Penalty: 4633.318848
	Iteration 34Q: 3 clusters Score -1379178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1379192.625000 Penalty: 4633.318848
	Iteration 35Q: 3 clusters Score -1379193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1379206.500000 Penalty: 4633.318848
	Iteration 36Q: 3 clusters Score -1379206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1379211.250000 Penalty: 4633.318848
	Iteration 37Q: 3 clusters Score -1379211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1379219.500000 Penalty: 4633.318848
	Iteration 38Q: 3 clusters Score -1379220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1379227.250000 Penalty: 4633.318848
	Iteration 39Q: 3 clusters Score -1379227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1379232.125000 Penalty: 4633.318848
	Iteration 40F: 3 clusters Score -1379232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1379234.750000 Penalty: 4633.318848
	Iteration 41Q: 3 clusters Score -1379235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1379239.375000 Penalty: 4633.318848
	Iteration 42Q: 3 clusters Score -1379239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1379240.000000 Penalty: 4633.318848
	Iteration 43Q: 3 clusters Score -1379240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1379241.875000 Penalty: 4633.318848
	Iteration 44Q: 3 clusters Score -1379242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1379242.750000 Penalty: 4633.318848
	Iteration 45Q: 3 clusters Score -1379243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1379245.125000 Penalty: 4633.318848
	Iteration 46Q: 3 clusters Score -1379245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1379248.500000 Penalty: 4633.318848
	Iteration 47Q: 3 clusters Score -1379248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1379258.375000 Penalty: 4633.318848
	Iteration 48Q: 3 clusters Score -1379258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1379262.250000 Penalty: 4633.318848
	Iteration 49Q: 3 clusters Score -1379262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1379265.625000 Penalty: 4633.318848
	Iteration 50Q: 3 clusters Score -1379266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1379273.000000 Penalty: 4633.318848
	Iteration 51Q: 3 clusters Score -1379273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1379280.000000 Penalty: 4633.318848
	Iteration 52Q: 3 clusters Score -1379280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1379281.500000 Penalty: 4633.318848
	Iteration 53Q: 3 clusters Score -1379282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1379286.875000 Penalty: 4633.318848
	Iteration 54Q: 3 clusters Score -1379287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1379293.625000 Penalty: 4633.318848
	Iteration 55Q: 3 clusters Score -1379294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1379298.000000 Penalty: 4633.318848
	Iteration 56Q: 3 clusters Score -1379298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1379305.000000 Penalty: 4633.318848
	Iteration 57Q: 3 clusters Score -1379305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1379307.250000 Penalty: 4633.318848
	Iteration 58Q: 3 clusters Score -1379307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1379309.000000 Penalty: 4633.318848
	Iteration 59Q: 3 clusters Score -1379309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1379310.875000 Penalty: 4633.318848
	Iteration 60F: 3 clusters Score -1379311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1379314.875000 Penalty: 4633.318848
	Iteration 61Q: 3 clusters Score -1379315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1379316.625000 Penalty: 4633.318848
	Iteration 62Q: 3 clusters Score -1379317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1379318.125000 Penalty: 4633.318848
	Iteration 63Q: 3 clusters Score -1379318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1379317.500000 Penalty: 4633.318848
	Iteration 64Q: 3 clusters Score -1379318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1379320.500000 Penalty: 4633.318848
	Iteration 65Q: 3 clusters Score -1379320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1379323.500000 Penalty: 4633.318848
	Iteration 66Q: 3 clusters Score -1379324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1379328.250000 Penalty: 4633.318848
	Iteration 67Q: 3 clusters Score -1379328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1379328.500000 Penalty: 4633.318848
	Iteration 68Q: 3 clusters Score -1379328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1379334.375000 Penalty: 4633.318848
	Iteration 69Q: 3 clusters Score -1379334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1379333.875000 Penalty: 4633.318848
	Iteration 70Q: 3 clusters Score -1379334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1379338.250000 Penalty: 4633.318848
	Iteration 71Q: 3 clusters Score -1379338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1379339.000000 Penalty: 4633.318848
	Iteration 72Q: 3 clusters Score -1379339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1379340.375000 Penalty: 4633.318848
	Iteration 73Q: 3 clusters Score -1379340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1379343.250000 Penalty: 4633.318848
	Iteration 74Q: 3 clusters Score -1379343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1379347.125000 Penalty: 4633.318848
	Iteration 75Q: 3 clusters Score -1379347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1379348.375000 Penalty: 4633.318848
	Iteration 76Q: 3 clusters Score -1379348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1379348.375000 Penalty: 4633.318848
	Iteration 77F: 3 clusters Score -1379348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -322016.187500 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -322016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -318790.125000 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -318790.1 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319584.000000 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -319584 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -319848.812500 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -319848.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -320079.218750 Penalty: 3971.489014
	Iteration 3F: 3 clusters Score -320079.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -320298.093750 Penalty: 3971.489014
	Iteration 4F: 3 clusters Score -320298.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -320479.718750 Penalty: 3971.489014
	Iteration 5F: 3 clusters Score -320479.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -320617.562500 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -320617.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -320721.187500 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -320721.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -320781.281250 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -320781.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -320822.062500 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -320822.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -320853.531250 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -320853.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -320872.937500 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -320872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -320887.343750 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -320887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -320896.812500 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -320896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -320911.125000 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -320911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -320919.718750 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -320919.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -320928.593750 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -320928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -320932.625000 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -320932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -320935.843750 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -320935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -320937.562500 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -320937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -320939.562500 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -320939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -320942.187500 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -320942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -320941.656250 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -320941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -320943.187500 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -320943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -320943.187500 Penalty: 3971.489014
	Iteration 24F: 3 clusters Score -320943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -317693.031250 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -317693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -314393.812500 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -314393.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -315445.906250 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -315445.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -315976.562500 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -315976.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -316429.593750 Penalty: 3992.040527
	Iteration 3F: 3 clusters Score -316429.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -316771.687500 Penalty: 3992.040527
	Iteration 4F: 3 clusters Score -316771.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -316963.187500 Penalty: 3992.040527
	Iteration 5F: 3 clusters Score -316963.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -317061.750000 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -317061.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -317115.468750 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -317115.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -317160.218750 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -317160.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -317210.218750 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -317210.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -317240.468750 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -317240.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -317270.406250 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -317270.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -317298.687500 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -317298.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -317320.500000 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -317320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -317331.468750 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -317331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -317340.812500 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -317340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -317347.343750 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -317347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -317357.312500 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -317357.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -317363.187500 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -317363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -317367.250000 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -317367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -317371.687500 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -317371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -317373.625000 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -317373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -317375.562500 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -317375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -317375.562500 Penalty: 3992.040527
	Iteration 23F: 3 clusters Score -317375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -599009.625000 Penalty: 2119.498291
	Iteration 0F: 2 clusters Score -599009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -594363.125000 Penalty: 4238.996582
	Iteration 0F: 3 clusters Score -594363.1 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -595488.125000 Penalty: 4238.996582
	Iteration 1F: 3 clusters Score -595488.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -595743.312500 Penalty: 4238.996582
	Iteration 2F: 3 clusters Score -595743.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -595883.125000 Penalty: 4238.996582
	Iteration 3F: 3 clusters Score -595883.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -595981.625000 Penalty: 4238.996582
	Iteration 4Q: 3 clusters Score -595981.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -596059.562500 Penalty: 4238.996582
	Iteration 5Q: 3 clusters Score -596059.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -596120.187500 Penalty: 4238.996582
	Iteration 6Q: 3 clusters Score -596120.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -596186.812500 Penalty: 4238.996582
	Iteration 7Q: 3 clusters Score -596186.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -596242.687500 Penalty: 4238.996582
	Iteration 8Q: 3 clusters Score -596242.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -596298.500000 Penalty: 4238.996582
	Iteration 9Q: 3 clusters Score -596298.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -596372.000000 Penalty: 4238.996582
	Iteration 10Q: 3 clusters Score -596372 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -596462.500000 Penalty: 4238.996582
	Iteration 11Q: 3 clusters Score -596462.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -596557.875000 Penalty: 4238.996582
	Iteration 12Q: 3 clusters Score -596557.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -596650.875000 Penalty: 4238.996582
	Iteration 13Q: 3 clusters Score -596650.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -596760.750000 Penalty: 4238.996582
	Iteration 14Q: 3 clusters Score -596760.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -596844.812500 Penalty: 4238.996582
	Iteration 15Q: 3 clusters Score -596844.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -596895.500000 Penalty: 4238.996582
	Iteration 16Q: 3 clusters Score -596895.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -596932.000000 Penalty: 4238.996582
	Iteration 17Q: 3 clusters Score -596932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -596964.812500 Penalty: 4238.996582
	Iteration 18Q: 3 clusters Score -596964.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -596996.375000 Penalty: 4238.996582
	Iteration 19Q: 3 clusters Score -596996.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -597025.562500 Penalty: 4238.996582
	Iteration 20F: 3 clusters Score -597025.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -597055.937500 Penalty: 4238.996582
	Iteration 21Q: 3 clusters Score -597055.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -597086.812500 Penalty: 4238.996582
	Iteration 22Q: 3 clusters Score -597086.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -597115.937500 Penalty: 4238.996582
	Iteration 23Q: 3 clusters Score -597115.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -597137.000000 Penalty: 4238.996582
	Iteration 24Q: 3 clusters Score -597137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -597157.937500 Penalty: 4238.996582
	Iteration 25Q: 3 clusters Score -597157.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -597176.000000 Penalty: 4238.996582
	Iteration 26Q: 3 clusters Score -597176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -597194.812500 Penalty: 4238.996582
	Iteration 27Q: 3 clusters Score -597194.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -597200.500000 Penalty: 4238.996582
	Iteration 28Q: 3 clusters Score -597200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -597208.000000 Penalty: 4238.996582
	Iteration 29Q: 3 clusters Score -597208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -597212.687500 Penalty: 4238.996582
	Iteration 30Q: 3 clusters Score -597212.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -597223.437500 Penalty: 4238.996582
	Iteration 31Q: 3 clusters Score -597223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -597230.437500 Penalty: 4238.996582
	Iteration 32Q: 3 clusters Score -597230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -597233.500000 Penalty: 4238.996582
	Iteration 33Q: 3 clusters Score -597233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -597239.125000 Penalty: 4238.996582
	Iteration 34Q: 3 clusters Score -597239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -597239.937500 Penalty: 4238.996582
	Iteration 35Q: 3 clusters Score -597239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -597241.500000 Penalty: 4238.996582
	Iteration 36Q: 3 clusters Score -597241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -597244.437500 Penalty: 4238.996582
	Iteration 37Q: 3 clusters Score -597244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -597247.562500 Penalty: 4238.996582
	Iteration 38Q: 3 clusters Score -597247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -597250.000000 Penalty: 4238.996582
	Iteration 39Q: 3 clusters Score -597250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -597253.625000 Penalty: 4238.996582
	Iteration 40F: 3 clusters Score -597253.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -597257.125000 Penalty: 4238.996582
	Iteration 41Q: 3 clusters Score -597257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -597258.687500 Penalty: 4238.996582
	Iteration 42Q: 3 clusters Score -597258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -597261.562500 Penalty: 4238.996582
	Iteration 43Q: 3 clusters Score -597261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -597262.437500 Penalty: 4238.996582
	Iteration 44Q: 3 clusters Score -597262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -597262.687500 Penalty: 4238.996582
	Iteration 45Q: 3 clusters Score -597262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -597262.687500 Penalty: 4238.996582
	Iteration 46F: 3 clusters Score -597262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -645326.187500 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -645326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -640448.375000 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -640448.4 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -641568.250000 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -641568.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -641810.125000 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -641810.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -641971.312500 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -641971.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -642085.625000 Penalty: 4283.916992
	Iteration 4Q: 3 clusters Score -642085.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -642186.375000 Penalty: 4283.916992
	Iteration 5Q: 3 clusters Score -642186.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -642267.250000 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -642267.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -642335.062500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -642335.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -642388.062500 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -642388.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -642429.937500 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -642429.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -642477.375000 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -642477.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -642531.062500 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -642531.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -642576.312500 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -642576.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -642615.437500 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -642615.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -642655.812500 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -642655.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -642708.437500 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -642708.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -642760.875000 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -642760.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -642807.375000 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -642807.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -642856.750000 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -642856.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -642899.812500 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -642899.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -642948.562500 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -642948.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -642993.312500 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -642993.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -643048.562500 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -643048.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -643089.562500 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -643089.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -643128.000000 Penalty: 4283.916992
	Iteration 24Q: 3 clusters Score -643128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -643168.812500 Penalty: 4283.916992
	Iteration 25Q: 3 clusters Score -643168.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -643203.000000 Penalty: 4283.916992
	Iteration 26Q: 3 clusters Score -643203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -643236.437500 Penalty: 4283.916992
	Iteration 27Q: 3 clusters Score -643236.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -643261.687500 Penalty: 4283.916992
	Iteration 28Q: 3 clusters Score -643261.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -643281.250000 Penalty: 4283.916992
	Iteration 29Q: 3 clusters Score -643281.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -643296.625000 Penalty: 4283.916992
	Iteration 30Q: 3 clusters Score -643296.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -643311.625000 Penalty: 4283.916992
	Iteration 31Q: 3 clusters Score -643311.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -643324.375000 Penalty: 4283.916992
	Iteration 32Q: 3 clusters Score -643324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -643331.187500 Penalty: 4283.916992
	Iteration 33Q: 3 clusters Score -643331.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -643339.250000 Penalty: 4283.916992
	Iteration 34Q: 3 clusters Score -643339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -643346.937500 Penalty: 4283.916992
	Iteration 35Q: 3 clusters Score -643346.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -643360.000000 Penalty: 4283.916992
	Iteration 36Q: 3 clusters Score -643360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -643372.375000 Penalty: 4283.916992
	Iteration 37Q: 3 clusters Score -643372.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -643384.625000 Penalty: 4283.916992
	Iteration 38Q: 3 clusters Score -643384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -643393.312500 Penalty: 4283.916992
	Iteration 39Q: 3 clusters Score -643393.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -643403.125000 Penalty: 4283.916992
	Iteration 40F: 3 clusters Score -643403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -643407.875000 Penalty: 4283.916992
	Iteration 41Q: 3 clusters Score -643407.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -643419.312500 Penalty: 4283.916992
	Iteration 42Q: 3 clusters Score -643419.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -643430.750000 Penalty: 4283.916992
	Iteration 43Q: 3 clusters Score -643430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -643442.750000 Penalty: 4283.916992
	Iteration 44Q: 3 clusters Score -643442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -643451.000000 Penalty: 4283.916992
	Iteration 45Q: 3 clusters Score -643451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -643455.687500 Penalty: 4283.916992
	Iteration 46Q: 3 clusters Score -643455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -643465.000000 Penalty: 4283.916992
	Iteration 47Q: 3 clusters Score -643465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -643473.750000 Penalty: 4283.916992
	Iteration 48Q: 3 clusters Score -643473.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -643488.375000 Penalty: 4283.916992
	Iteration 49Q: 3 clusters Score -643488.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -643503.375000 Penalty: 4283.916992
	Iteration 50Q: 3 clusters Score -643503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -643514.062500 Penalty: 4283.916992
	Iteration 51Q: 3 clusters Score -643514.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -643524.500000 Penalty: 4283.916992
	Iteration 52Q: 3 clusters Score -643524.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -643536.312500 Penalty: 4283.916992
	Iteration 53Q: 3 clusters Score -643536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -643551.562500 Penalty: 4283.916992
	Iteration 54Q: 3 clusters Score -643551.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -643563.812500 Penalty: 4283.916992
	Iteration 55Q: 3 clusters Score -643563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -643573.000000 Penalty: 4283.916992
	Iteration 56Q: 3 clusters Score -643573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -643577.312500 Penalty: 4283.916992
	Iteration 57Q: 3 clusters Score -643577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -643579.312500 Penalty: 4283.916992
	Iteration 58Q: 3 clusters Score -643579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -643583.000000 Penalty: 4283.916992
	Iteration 59Q: 3 clusters Score -643583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -643584.312500 Penalty: 4283.916992
	Iteration 60F: 3 clusters Score -643584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -643588.625000 Penalty: 4283.916992
	Iteration 61Q: 3 clusters Score -643588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -643590.125000 Penalty: 4283.916992
	Iteration 62Q: 3 clusters Score -643590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -643590.625000 Penalty: 4283.916992
	Iteration 63Q: 3 clusters Score -643590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -643590.625000 Penalty: 4283.916992
	Iteration 64Q: 3 clusters Score -643590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -643591.937500 Penalty: 4283.916992
	Iteration 65Q: 3 clusters Score -643591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -643591.812500 Penalty: 4283.916992
	Iteration 66Q: 3 clusters Score -643591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -643591.812500 Penalty: 4283.916992
	Iteration 67F: 3 clusters Score -643591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Entering Unmasked Estep 
Score: -1733755.250000 Penalty: 2394.303467
	Iteration 0F: 2 clusters Score -1733755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1722478.625000 Penalty: 4788.606934
	Iteration 0F: 3 clusters Score -1722479 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1726356.000000 Penalty: 4788.606934
	Iteration 1F: 3 clusters Score -1726356 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1726996.750000 Penalty: 4788.606934
	Iteration 2F: 3 clusters Score -1726997 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1727665.375000 Penalty: 4788.606934
	Iteration 3F: 3 clusters Score -1727665 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1728285.625000 Penalty: 4788.606934
	Iteration 4F: 3 clusters Score -1728286 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1728847.500000 Penalty: 4788.606934
	Iteration 5F: 3 clusters Score -1728848 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1729387.250000 Penalty: 4788.606934
	Iteration 6F: 3 clusters Score -1729387 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1729874.375000 Penalty: 4788.606934
	Iteration 7Q: 3 clusters Score -1729874 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1730385.375000 Penalty: 4788.606934
	Iteration 8Q: 3 clusters Score -1730385 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1730897.500000 Penalty: 4788.606934
	Iteration 9Q: 3 clusters Score -1730898 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1731319.250000 Penalty: 4788.606934
	Iteration 10Q: 3 clusters Score -1731319 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1731615.375000 Penalty: 4788.606934
	Iteration 11Q: 3 clusters Score -1731615 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1731824.375000 Penalty: 4788.606934
	Iteration 12Q: 3 clusters Score -1731824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1731996.500000 Penalty: 4788.606934
	Iteration 13Q: 3 clusters Score -1731996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1732104.750000 Penalty: 4788.606934
	Iteration 14Q: 3 clusters Score -1732105 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1732181.625000 Penalty: 4788.606934
	Iteration 15Q: 3 clusters Score -1732182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1732236.500000 Penalty: 4788.606934
	Iteration 16Q: 3 clusters Score -1732236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1732286.500000 Penalty: 4788.606934
	Iteration 17Q: 3 clusters Score -1732286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1732312.750000 Penalty: 4788.606934
	Iteration 18Q: 3 clusters Score -1732313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1732352.250000 Penalty: 4788.606934
	Iteration 19Q: 3 clusters Score -1732352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1732386.000000 Penalty: 4788.606934
	Iteration 20F: 3 clusters Score -1732386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1732419.625000 Penalty: 4788.606934
	Iteration 21Q: 3 clusters Score -1732420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1732440.000000 Penalty: 4788.606934
	Iteration 22Q: 3 clusters Score -1732440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1732455.500000 Penalty: 4788.606934
	Iteration 23Q: 3 clusters Score -1732456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1732476.625000 Penalty: 4788.606934
	Iteration 24Q: 3 clusters Score -1732477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1732489.750000 Penalty: 4788.606934
	Iteration 25Q: 3 clusters Score -1732490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1732505.750000 Penalty: 4788.606934
	Iteration 26Q: 3 clusters Score -1732506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1732513.625000 Penalty: 4788.606934
	Iteration 27Q: 3 clusters Score -1732514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1732520.250000 Penalty: 4788.606934
	Iteration 28Q: 3 clusters Score -1732520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1732526.875000 Penalty: 4788.606934
	Iteration 29Q: 3 clusters Score -1732527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1732535.875000 Penalty: 4788.606934
	Iteration 30Q: 3 clusters Score -1732536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1732535.375000 Penalty: 4788.606934
	Iteration 31Q: 3 clusters Score -1732535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1732539.750000 Penalty: 4788.606934
	Iteration 32Q: 3 clusters Score -1732540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1732543.125000 Penalty: 4788.606934
	Iteration 33Q: 3 clusters Score -1732543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1732543.500000 Penalty: 4788.606934
	Iteration 34Q: 3 clusters Score -1732544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1732544.750000 Penalty: 4788.606934
	Iteration 35Q: 3 clusters Score -1732545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1732544.875000 Penalty: 4788.606934
	Iteration 36Q: 3 clusters Score -1732545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1732546.375000 Penalty: 4788.606934
	Iteration 37Q: 3 clusters Score -1732546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1732549.375000 Penalty: 4788.606934
	Iteration 38Q: 3 clusters Score -1732549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1732550.750000 Penalty: 4788.606934
	Iteration 39Q: 3 clusters Score -1732551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1732549.375000 Penalty: 4788.606934
	Iteration 40F: 3 clusters Score -1732549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1732553.500000 Penalty: 4788.606934
	Iteration 41Q: 3 clusters Score -1732554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1732554.000000 Penalty: 4788.606934
	Iteration 42Q: 3 clusters Score -1732554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1732559.750000 Penalty: 4788.606934
	Iteration 43Q: 3 clusters Score -1732560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1732563.750000 Penalty: 4788.606934
	Iteration 44Q: 3 clusters Score -1732564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1732567.750000 Penalty: 4788.606934
	Iteration 45Q: 3 clusters Score -1732568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1732568.500000 Penalty: 4788.606934
	Iteration 46Q: 3 clusters Score -1732568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1732573.125000 Penalty: 4788.606934
	Iteration 47Q: 3 clusters Score -1732573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1732575.250000 Penalty: 4788.606934
	Iteration 48Q: 3 clusters Score -1732575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1732582.375000 Penalty: 4788.606934
	Iteration 49Q: 3 clusters Score -1732582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1732582.000000 Penalty: 4788.606934
	Iteration 50Q: 3 clusters Score -1732582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1732587.000000 Penalty: 4788.606934
	Iteration 51Q: 3 clusters Score -1732587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1732588.500000 Penalty: 4788.606934
	Iteration 52Q: 3 clusters Score -1732588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1732587.250000 Penalty: 4788.606934
	Iteration 53Q: 3 clusters Score -1732587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1732592.250000 Penalty: 4788.606934
	Iteration 54Q: 3 clusters Score -1732592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1732592.375000 Penalty: 4788.606934
	Iteration 55Q: 3 clusters Score -1732592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1732589.250000 Penalty: 4788.606934
	Iteration 56Q: 3 clusters Score -1732589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1732591.000000 Penalty: 4788.606934
	Iteration 57Q: 3 clusters Score -1732591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1732588.125000 Penalty: 4788.606934
	Iteration 58Q: 3 clusters Score -1732588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1732588.125000 Penalty: 4788.606934
	Iteration 59F: 3 clusters Score -1732588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -417282.468750 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -417282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413612.125000 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -413612.1 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -414425.875000 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -414425.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -414581.687500 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -414581.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -414685.500000 Penalty: 4064.748779
	Iteration 3Q: 3 clusters Score -414685.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -414750.406250 Penalty: 4064.748779
	Iteration 4Q: 3 clusters Score -414750.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414791.062500 Penalty: 4064.748779
	Iteration 5Q: 3 clusters Score -414791.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -414838.718750 Penalty: 4064.748779
	Iteration 6Q: 3 clusters Score -414838.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -414878.531250 Penalty: 4064.748779
	Iteration 7Q: 3 clusters Score -414878.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -414916.843750 Penalty: 4064.748779
	Iteration 8Q: 3 clusters Score -414916.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -414946.718750 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -414946.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -414967.250000 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -414967.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -414984.687500 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -414984.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -414997.093750 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -414997.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -415006.468750 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -415006.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -415017.031250 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -415017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -415025.750000 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -415025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -415033.406250 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -415033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -415039.000000 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -415039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -415044.062500 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -415044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -415054.062500 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -415054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -415056.656250 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -415056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -415059.906250 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -415059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415066.343750 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -415066.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -415069.187500 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -415069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -415072.437500 Penalty: 4064.748779
	Iteration 24Q: 3 clusters Score -415072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -415075.937500 Penalty: 4064.748779
	Iteration 25Q: 3 clusters Score -415075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -415079.843750 Penalty: 4064.748779
	Iteration 26Q: 3 clusters Score -415079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -415085.625000 Penalty: 4064.748779
	Iteration 27Q: 3 clusters Score -415085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -415093.031250 Penalty: 4064.748779
	Iteration 28Q: 3 clusters Score -415093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -415098.968750 Penalty: 4064.748779
	Iteration 29Q: 3 clusters Score -415099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -415105.375000 Penalty: 4064.748779
	Iteration 30Q: 3 clusters Score -415105.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415113.968750 Penalty: 4064.748779
	Iteration 31Q: 3 clusters Score -415114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415118.718750 Penalty: 4064.748779
	Iteration 32Q: 3 clusters Score -415118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -415121.718750 Penalty: 4064.748779
	Iteration 33Q: 3 clusters Score -415121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -415121.656250 Penalty: 4064.748779
	Iteration 34Q: 3 clusters Score -415121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -415123.812500 Penalty: 4064.748779
	Iteration 35Q: 3 clusters Score -415123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -415125.562500 Penalty: 4064.748779
	Iteration 36Q: 3 clusters Score -415125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -415127.281250 Penalty: 4064.748779
	Iteration 37Q: 3 clusters Score -415127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -415128.875000 Penalty: 4064.748779
	Iteration 38Q: 3 clusters Score -415128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -415129.406250 Penalty: 4064.748779
	Iteration 39Q: 3 clusters Score -415129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -415131.875000 Penalty: 4064.748779
	Iteration 40F: 3 clusters Score -415131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -415133.343750 Penalty: 4064.748779
	Iteration 41Q: 3 clusters Score -415133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -415137.125000 Penalty: 4064.748779
	Iteration 42Q: 3 clusters Score -415137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -415145.062500 Penalty: 4064.748779
	Iteration 43Q: 3 clusters Score -415145.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415151.687500 Penalty: 4064.748779
	Iteration 44Q: 3 clusters Score -415151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -415160.968750 Penalty: 4064.748779
	Iteration 45Q: 3 clusters Score -415161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -415174.906250 Penalty: 4064.748779
	Iteration 46Q: 3 clusters Score -415174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -415187.093750 Penalty: 4064.748779
	Iteration 47Q: 3 clusters Score -415187.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415197.000000 Penalty: 4064.748779
	Iteration 48Q: 3 clusters Score -415197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -415210.250000 Penalty: 4064.748779
	Iteration 49Q: 3 clusters Score -415210.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -415229.250000 Penalty: 4064.748779
	Iteration 50Q: 3 clusters Score -415229.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -415242.187500 Penalty: 4064.748779
	Iteration 51Q: 3 clusters Score -415242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -415249.656250 Penalty: 4064.748779
	Iteration 52Q: 3 clusters Score -415249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -415254.843750 Penalty: 4064.748779
	Iteration 53Q: 3 clusters Score -415254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -415259.093750 Penalty: 4064.748779
	Iteration 54Q: 3 clusters Score -415259.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -415263.687500 Penalty: 4064.748779
	Iteration 55Q: 3 clusters Score -415263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -415266.250000 Penalty: 4064.748779
	Iteration 56Q: 3 clusters Score -415266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -415272.718750 Penalty: 4064.748779
	Iteration 57Q: 3 clusters Score -415272.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -415281.937500 Penalty: 4064.748779
	Iteration 58Q: 3 clusters Score -415281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -415286.750000 Penalty: 4064.748779
	Iteration 59Q: 3 clusters Score -415286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -415292.187500 Penalty: 4064.748779
	Iteration 60F: 3 clusters Score -415292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -415298.625000 Penalty: 4064.748779
	Iteration 61Q: 3 clusters Score -415298.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -415310.656250 Penalty: 4064.748779
	Iteration 62Q: 3 clusters Score -415310.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -415320.500000 Penalty: 4064.748779
	Iteration 63Q: 3 clusters Score -415320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -415325.718750 Penalty: 4064.748779
	Iteration 64Q: 3 clusters Score -415325.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -415331.125000 Penalty: 4064.748779
	Iteration 65Q: 3 clusters Score -415331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -415338.531250 Penalty: 4064.748779
	Iteration 66Q: 3 clusters Score -415338.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -415344.906250 Penalty: 4064.748779
	Iteration 67Q: 3 clusters Score -415344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -415351.906250 Penalty: 4064.748779
	Iteration 68Q: 3 clusters Score -415351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -415360.687500 Penalty: 4064.748779
	Iteration 69Q: 3 clusters Score -415360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -415367.625000 Penalty: 4064.748779
	Iteration 70Q: 3 clusters Score -415367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -415374.250000 Penalty: 4064.748779
	Iteration 71Q: 3 clusters Score -415374.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -415381.968750 Penalty: 4064.748779
	Iteration 72Q: 3 clusters Score -415382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -415391.468750 Penalty: 4064.748779
	Iteration 73Q: 3 clusters Score -415391.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -415401.968750 Penalty: 4064.748779
	Iteration 74Q: 3 clusters Score -415402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -415413.125000 Penalty: 4064.748779
	Iteration 75Q: 3 clusters Score -415413.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -415425.062500 Penalty: 4064.748779
	Iteration 76Q: 3 clusters Score -415425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -415436.843750 Penalty: 4064.748779
	Iteration 77Q: 3 clusters Score -415436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -415448.875000 Penalty: 4064.748779
	Iteration 78Q: 3 clusters Score -415448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -415458.000000 Penalty: 4064.748779
	Iteration 79Q: 3 clusters Score -415458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -415469.281250 Penalty: 4064.748779
	Iteration 80F: 3 clusters Score -415469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -415477.281250 Penalty: 4064.748779
	Iteration 81Q: 3 clusters Score -415477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -415480.937500 Penalty: 4064.748779
	Iteration 82Q: 3 clusters Score -415480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415485.937500 Penalty: 4064.748779
	Iteration 83Q: 3 clusters Score -415485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -415486.531250 Penalty: 4064.748779
	Iteration 84Q: 3 clusters Score -415486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415486.437500 Penalty: 4064.748779
	Iteration 85Q: 3 clusters Score -415486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -415488.593750 Penalty: 4064.748779
	Iteration 86Q: 3 clusters Score -415488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -415490.406250 Penalty: 4064.748779
	Iteration 87Q: 3 clusters Score -415490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -415490.406250 Penalty: 4064.748779
	Iteration 88Q: 3 clusters Score -415490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -415490.406250 Penalty: 4064.748779
	Iteration 89F: 3 clusters Score -415490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Entering Unmasked Estep 
Score: -8512848.000000 Penalty: 2770.815674
	Iteration 0F: 2 clusters Score -8512848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8465212.000000 Penalty: 5541.631348
	Iteration 0F: 3 clusters Score -8465212 nChanged 33179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8483859.000000 Penalty: 5541.631348
	Iteration 1F: 3 clusters Score -8483859 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8484407.000000 Penalty: 5541.631348
	Iteration 2Q: 3 clusters Score -8484407 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -8484862.000000 Penalty: 5541.631348
	Iteration 3Q: 3 clusters Score -8484862 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -8485388.000000 Penalty: 5541.631348
	Iteration 4Q: 3 clusters Score -8485388 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -8485949.000000 Penalty: 5541.631348
	Iteration 5Q: 3 clusters Score -8485949 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8486572.000000 Penalty: 5541.631348
	Iteration 6Q: 3 clusters Score -8486572 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -8487553.000000 Penalty: 5541.631348
	Iteration 7Q: 3 clusters Score -8487553 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8489000.000000 Penalty: 5541.631348
	Iteration 8Q: 3 clusters Score -8489000 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -8491123.000000 Penalty: 5541.631348
	Iteration 9F: 3 clusters Score -8491123 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -8493996.000000 Penalty: 5541.631348
	Iteration 10F: 3 clusters Score -8493996 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -8497836.000000 Penalty: 5541.631348
	Iteration 11F: 3 clusters Score -8497836 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -8501915.000000 Penalty: 5541.631348
	Iteration 12F: 3 clusters Score -8501915 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -8505173.000000 Penalty: 5541.631348
	Iteration 13F: 3 clusters Score -8505173 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -8507373.000000 Penalty: 5541.631348
	Iteration 14Q: 3 clusters Score -8507373 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -8508709.000000 Penalty: 5541.631348
	Iteration 15Q: 3 clusters Score -8508709 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -8509477.000000 Penalty: 5541.631348
	Iteration 16Q: 3 clusters Score -8509477 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -8509822.000000 Penalty: 5541.631348
	Iteration 17Q: 3 clusters Score -8509822 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -8510086.000000 Penalty: 5541.631348
	Iteration 18Q: 3 clusters Score -8510086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -8510234.000000 Penalty: 5541.631348
	Iteration 19Q: 3 clusters Score -8510234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -8510294.000000 Penalty: 5541.631348
	Iteration 20F: 3 clusters Score -8510294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -8510362.000000 Penalty: 5541.631348
	Iteration 21Q: 3 clusters Score -8510362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -8510394.000000 Penalty: 5541.631348
	Iteration 22Q: 3 clusters Score -8510394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -8510429.000000 Penalty: 5541.631348
	Iteration 23Q: 3 clusters Score -8510429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -8510445.000000 Penalty: 5541.631348
	Iteration 24Q: 3 clusters Score -8510445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -8510455.000000 Penalty: 5541.631348
	Iteration 25Q: 3 clusters Score -8510455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -8510460.000000 Penalty: 5541.631348
	Iteration 26Q: 3 clusters Score -8510460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -8510495.000000 Penalty: 5541.631348
	Iteration 27Q: 3 clusters Score -8510495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -8510506.000000 Penalty: 5541.631348
	Iteration 28Q: 3 clusters Score -8510506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -8510515.000000 Penalty: 5541.631348
	Iteration 29Q: 3 clusters Score -8510515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -8510519.000000 Penalty: 5541.631348
	Iteration 30Q: 3 clusters Score -8510519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -8510522.000000 Penalty: 5541.631348
	Iteration 31Q: 3 clusters Score -8510522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -8510536.000000 Penalty: 5541.631348
	Iteration 32Q: 3 clusters Score -8510536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -8510539.000000 Penalty: 5541.631348
	Iteration 33Q: 3 clusters Score -8510539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -8510540.000000 Penalty: 5541.631348
	Iteration 34Q: 3 clusters Score -8510540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -8510540.000000 Penalty: 5541.631348
	Iteration 35Q: 3 clusters Score -8510540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -8510545.000000 Penalty: 5541.631348
	Iteration 36Q: 3 clusters Score -8510545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -8510539.000000 Penalty: 5541.631348
	Iteration 37Q: 3 clusters Score -8510539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -8510539.000000 Penalty: 5541.631348
	Iteration 38F: 3 clusters Score -8510539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -300421.718750 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -300421.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -297353.406250 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -297353.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297946.593750 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -297946.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -298082.343750 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -298082.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298146.250000 Penalty: 3910.749756
	Iteration 3Q: 3 clusters Score -298146.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298209.812500 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -298209.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298247.343750 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -298247.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -298280.781250 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -298280.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -298323.875000 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -298323.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -298360.562500 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -298360.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298401.156250 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -298401.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -298454.281250 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -298454.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -298526.968750 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -298527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -298613.250000 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -298613.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -298741.468750 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -298741.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -298859.656250 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -298859.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -298953.218750 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -298953.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -299042.125000 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -299042.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -299108.625000 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -299108.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -299163.718750 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -299163.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -299199.437500 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -299199.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -299230.875000 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -299230.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -299252.875000 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -299252.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -299273.093750 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -299273.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -299296.062500 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -299296.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -299318.906250 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -299318.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -299338.718750 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -299338.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -299352.093750 Penalty: 3910.749756
	Iteration 26Q: 3 clusters Score -299352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -299359.125000 Penalty: 3910.749756
	Iteration 27Q: 3 clusters Score -299359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -299365.968750 Penalty: 3910.749756
	Iteration 28Q: 3 clusters Score -299366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299367.531250 Penalty: 3910.749756
	Iteration 29Q: 3 clusters Score -299367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -299369.125000 Penalty: 3910.749756
	Iteration 30Q: 3 clusters Score -299369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -299370.500000 Penalty: 3910.749756
	Iteration 31Q: 3 clusters Score -299370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -299372.656250 Penalty: 3910.749756
	Iteration 32Q: 3 clusters Score -299372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -299374.968750 Penalty: 3910.749756
	Iteration 33Q: 3 clusters Score -299375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -299376.937500 Penalty: 3910.749756
	Iteration 34Q: 3 clusters Score -299376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -299378.312500 Penalty: 3910.749756
	Iteration 35Q: 3 clusters Score -299378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -299379.343750 Penalty: 3910.749756
	Iteration 36Q: 3 clusters Score -299379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -299380.031250 Penalty: 3910.749756
	Iteration 37Q: 3 clusters Score -299380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -299380.687500 Penalty: 3910.749756
	Iteration 38Q: 3 clusters Score -299380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -299383.125000 Penalty: 3910.749756
	Iteration 39Q: 3 clusters Score -299383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -299385.437500 Penalty: 3910.749756
	Iteration 40F: 3 clusters Score -299385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -299384.906250 Penalty: 3910.749756
	Iteration 41Q: 3 clusters Score -299384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -299384.906250 Penalty: 3910.749756
	Iteration 42F: 3 clusters Score -299384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -566690.812500 Penalty: 2115.907471
	Iteration 0F: 2 clusters Score -566690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -562153.750000 Penalty: 4231.814941
	Iteration 0F: 3 clusters Score -562153.8 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -563200.812500 Penalty: 4231.814941
	Iteration 1F: 3 clusters Score -563200.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -563496.937500 Penalty: 4231.814941
	Iteration 2F: 3 clusters Score -563496.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -563822.750000 Penalty: 4231.814941
	Iteration 3F: 3 clusters Score -563822.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -564216.375000 Penalty: 4231.814941
	Iteration 4F: 3 clusters Score -564216.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -564596.437500 Penalty: 4231.814941
	Iteration 5F: 3 clusters Score -564596.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -565007.437500 Penalty: 4231.814941
	Iteration 6F: 3 clusters Score -565007.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -565301.375000 Penalty: 4231.814941
	Iteration 7F: 3 clusters Score -565301.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -565490.000000 Penalty: 4231.814941
	Iteration 8Q: 3 clusters Score -565490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -565613.687500 Penalty: 4231.814941
	Iteration 9Q: 3 clusters Score -565613.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -565697.437500 Penalty: 4231.814941
	Iteration 10Q: 3 clusters Score -565697.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -565748.250000 Penalty: 4231.814941
	Iteration 11Q: 3 clusters Score -565748.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -565787.625000 Penalty: 4231.814941
	Iteration 12Q: 3 clusters Score -565787.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -565813.937500 Penalty: 4231.814941
	Iteration 13Q: 3 clusters Score -565813.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -565834.937500 Penalty: 4231.814941
	Iteration 14Q: 3 clusters Score -565834.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -565851.875000 Penalty: 4231.814941
	Iteration 15Q: 3 clusters Score -565851.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -565871.562500 Penalty: 4231.814941
	Iteration 16Q: 3 clusters Score -565871.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -565889.812500 Penalty: 4231.814941
	Iteration 17Q: 3 clusters Score -565889.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -565904.375000 Penalty: 4231.814941
	Iteration 18Q: 3 clusters Score -565904.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -565916.312500 Penalty: 4231.814941
	Iteration 19Q: 3 clusters Score -565916.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -565928.562500 Penalty: 4231.814941
	Iteration 20F: 3 clusters Score -565928.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -565941.625000 Penalty: 4231.814941
	Iteration 21Q: 3 clusters Score -565941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -565945.937500 Penalty: 4231.814941
	Iteration 22Q: 3 clusters Score -565945.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -565954.187500 Penalty: 4231.814941
	Iteration 23Q: 3 clusters Score -565954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -565962.437500 Penalty: 4231.814941
	Iteration 24Q: 3 clusters Score -565962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -565967.687500 Penalty: 4231.814941
	Iteration 25Q: 3 clusters Score -565967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -565971.500000 Penalty: 4231.814941
	Iteration 26Q: 3 clusters Score -565971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -565972.937500 Penalty: 4231.814941
	Iteration 27Q: 3 clusters Score -565972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -565976.812500 Penalty: 4231.814941
	Iteration 28Q: 3 clusters Score -565976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -565978.125000 Penalty: 4231.814941
	Iteration 29Q: 3 clusters Score -565978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -565979.687500 Penalty: 4231.814941
	Iteration 30Q: 3 clusters Score -565979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -565981.562500 Penalty: 4231.814941
	Iteration 31Q: 3 clusters Score -565981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -565982.312500 Penalty: 4231.814941
	Iteration 32Q: 3 clusters Score -565982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -565984.500000 Penalty: 4231.814941
	Iteration 33Q: 3 clusters Score -565984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -565986.937500 Penalty: 4231.814941
	Iteration 34Q: 3 clusters Score -565986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -565990.500000 Penalty: 4231.814941
	Iteration 35Q: 3 clusters Score -565990.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -565997.437500 Penalty: 4231.814941
	Iteration 36Q: 3 clusters Score -565997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -566003.812500 Penalty: 4231.814941
	Iteration 37Q: 3 clusters Score -566003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -566009.000000 Penalty: 4231.814941
	Iteration 38Q: 3 clusters Score -566009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -566014.812500 Penalty: 4231.814941
	Iteration 39Q: 3 clusters Score -566014.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -566019.562500 Penalty: 4231.814941
	Iteration 40F: 3 clusters Score -566019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -566026.250000 Penalty: 4231.814941
	Iteration 41Q: 3 clusters Score -566026.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -566032.000000 Penalty: 4231.814941
	Iteration 42Q: 3 clusters Score -566032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -566033.312500 Penalty: 4231.814941
	Iteration 43Q: 3 clusters Score -566033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -566036.625000 Penalty: 4231.814941
	Iteration 44Q: 3 clusters Score -566036.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -566043.187500 Penalty: 4231.814941
	Iteration 45Q: 3 clusters Score -566043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -566055.875000 Penalty: 4231.814941
	Iteration 46Q: 3 clusters Score -566055.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -566070.125000 Penalty: 4231.814941
	Iteration 47Q: 3 clusters Score -566070.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -566078.625000 Penalty: 4231.814941
	Iteration 48Q: 3 clusters Score -566078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -566088.625000 Penalty: 4231.814941
	Iteration 49Q: 3 clusters Score -566088.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -566098.250000 Penalty: 4231.814941
	Iteration 50Q: 3 clusters Score -566098.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566107.375000 Penalty: 4231.814941
	Iteration 51Q: 3 clusters Score -566107.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -566115.500000 Penalty: 4231.814941
	Iteration 52Q: 3 clusters Score -566115.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -566124.687500 Penalty: 4231.814941
	Iteration 53Q: 3 clusters Score -566124.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -566134.812500 Penalty: 4231.814941
	Iteration 54Q: 3 clusters Score -566134.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -566145.000000 Penalty: 4231.814941
	Iteration 55Q: 3 clusters Score -566145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -566161.500000 Penalty: 4231.814941
	Iteration 56Q: 3 clusters Score -566161.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -566177.375000 Penalty: 4231.814941
	Iteration 57Q: 3 clusters Score -566177.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -566193.937500 Penalty: 4231.814941
	Iteration 58Q: 3 clusters Score -566193.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -566207.250000 Penalty: 4231.814941
	Iteration 59Q: 3 clusters Score -566207.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -566219.937500 Penalty: 4231.814941
	Iteration 60F: 3 clusters Score -566219.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -566236.437500 Penalty: 4231.814941
	Iteration 61Q: 3 clusters Score -566236.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566256.562500 Penalty: 4231.814941
	Iteration 62Q: 3 clusters Score -566256.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -566276.312500 Penalty: 4231.814941
	Iteration 63Q: 3 clusters Score -566276.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -566298.250000 Penalty: 4231.814941
	Iteration 64Q: 3 clusters Score -566298.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -566325.125000 Penalty: 4231.814941
	Iteration 65Q: 3 clusters Score -566325.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -566352.875000 Penalty: 4231.814941
	Iteration 66Q: 3 clusters Score -566352.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -566376.375000 Penalty: 4231.814941
	Iteration 67Q: 3 clusters Score -566376.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -566396.812500 Penalty: 4231.814941
	Iteration 68Q: 3 clusters Score -566396.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -566412.937500 Penalty: 4231.814941
	Iteration 69Q: 3 clusters Score -566412.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -566433.250000 Penalty: 4231.814941
	Iteration 70Q: 3 clusters Score -566433.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -566451.375000 Penalty: 4231.814941
	Iteration 71Q: 3 clusters Score -566451.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -566471.062500 Penalty: 4231.814941
	Iteration 72Q: 3 clusters Score -566471.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -566496.562500 Penalty: 4231.814941
	Iteration 73Q: 3 clusters Score -566496.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -566512.875000 Penalty: 4231.814941
	Iteration 74Q: 3 clusters Score -566512.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -566530.812500 Penalty: 4231.814941
	Iteration 75Q: 3 clusters Score -566530.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -566546.250000 Penalty: 4231.814941
	Iteration 76Q: 3 clusters Score -566546.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -566563.375000 Penalty: 4231.814941
	Iteration 77Q: 3 clusters Score -566563.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -566574.625000 Penalty: 4231.814941
	Iteration 78Q: 3 clusters Score -566574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -566581.062500 Penalty: 4231.814941
	Iteration 79Q: 3 clusters Score -566581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -566584.562500 Penalty: 4231.814941
	Iteration 80F: 3 clusters Score -566584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -566587.437500 Penalty: 4231.814941
	Iteration 81Q: 3 clusters Score -566587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -566587.562500 Penalty: 4231.814941
	Iteration 82Q: 3 clusters Score -566587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -566591.000000 Penalty: 4231.814941
	Iteration 83Q: 3 clusters Score -566591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -566593.312500 Penalty: 4231.814941
	Iteration 84Q: 3 clusters Score -566593.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -566600.187500 Penalty: 4231.814941
	Iteration 85Q: 3 clusters Score -566600.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -566605.875000 Penalty: 4231.814941
	Iteration 86Q: 3 clusters Score -566605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -566609.312500 Penalty: 4231.814941
	Iteration 87Q: 3 clusters Score -566609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -566612.250000 Penalty: 4231.814941
	Iteration 88Q: 3 clusters Score -566612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -566612.312500 Penalty: 4231.814941
	Iteration 89Q: 3 clusters Score -566612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -566612.062500 Penalty: 4231.814941
	Iteration 90Q: 3 clusters Score -566612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -566613.625000 Penalty: 4231.814941
	Iteration 91Q: 3 clusters Score -566613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -566615.125000 Penalty: 4231.814941
	Iteration 92Q: 3 clusters Score -566615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -566619.375000 Penalty: 4231.814941
	Iteration 93Q: 3 clusters Score -566619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -566620.000000 Penalty: 4231.814941
	Iteration 94Q: 3 clusters Score -566620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -566620.312500 Penalty: 4231.814941
	Iteration 95Q: 3 clusters Score -566620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -566620.312500 Penalty: 4231.814941
	Iteration 96F: 3 clusters Score -566620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -311488.812500 Penalty: 1958.621704
	Iteration 0F: 2 clusters Score -311488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -308438.968750 Penalty: 3917.243408
	Iteration 0F: 3 clusters Score -308439 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -309078.593750 Penalty: 3917.243408
	Iteration 1F: 3 clusters Score -309078.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -309227.000000 Penalty: 3917.243408
	Iteration 2F: 3 clusters Score -309227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -309308.531250 Penalty: 3917.243408
	Iteration 3Q: 3 clusters Score -309308.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309374.937500 Penalty: 3917.243408
	Iteration 4Q: 3 clusters Score -309374.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -309420.156250 Penalty: 3917.243408
	Iteration 5Q: 3 clusters Score -309420.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -309455.875000 Penalty: 3917.243408
	Iteration 6Q: 3 clusters Score -309455.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -309488.468750 Penalty: 3917.243408
	Iteration 7Q: 3 clusters Score -309488.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -309510.562500 Penalty: 3917.243408
	Iteration 8Q: 3 clusters Score -309510.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -309532.343750 Penalty: 3917.243408
	Iteration 9Q: 3 clusters Score -309532.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -309555.781250 Penalty: 3917.243408
	Iteration 10Q: 3 clusters Score -309555.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -309571.218750 Penalty: 3917.243408
	Iteration 11Q: 3 clusters Score -309571.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -309586.250000 Penalty: 3917.243408
	Iteration 12Q: 3 clusters Score -309586.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -309598.875000 Penalty: 3917.243408
	Iteration 13Q: 3 clusters Score -309598.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -309611.625000 Penalty: 3917.243408
	Iteration 14Q: 3 clusters Score -309611.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -309631.281250 Penalty: 3917.243408
	Iteration 15Q: 3 clusters Score -309631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -309648.125000 Penalty: 3917.243408
	Iteration 16Q: 3 clusters Score -309648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -309663.406250 Penalty: 3917.243408
	Iteration 17Q: 3 clusters Score -309663.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -309677.125000 Penalty: 3917.243408
	Iteration 18Q: 3 clusters Score -309677.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -309689.875000 Penalty: 3917.243408
	Iteration 19Q: 3 clusters Score -309689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -309697.187500 Penalty: 3917.243408
	Iteration 20F: 3 clusters Score -309697.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -309701.781250 Penalty: 3917.243408
	Iteration 21Q: 3 clusters Score -309701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -309706.906250 Penalty: 3917.243408
	Iteration 22Q: 3 clusters Score -309706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -309711.062500 Penalty: 3917.243408
	Iteration 23Q: 3 clusters Score -309711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -309715.093750 Penalty: 3917.243408
	Iteration 24Q: 3 clusters Score -309715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -309718.406250 Penalty: 3917.243408
	Iteration 25Q: 3 clusters Score -309718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -309721.375000 Penalty: 3917.243408
	Iteration 26Q: 3 clusters Score -309721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -309722.781250 Penalty: 3917.243408
	Iteration 27Q: 3 clusters Score -309722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -309726.968750 Penalty: 3917.243408
	Iteration 28Q: 3 clusters Score -309727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -309727.500000 Penalty: 3917.243408
	Iteration 29Q: 3 clusters Score -309727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -309727.500000 Penalty: 3917.243408
	Iteration 30F: 3 clusters Score -309727.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -909112.187500 Penalty: 2224.130615
	Iteration 0F: 2 clusters Score -909112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -902830.500000 Penalty: 4448.261230
	Iteration 0F: 3 clusters Score -902830.5 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -904631.125000 Penalty: 4448.261230
	Iteration 1F: 3 clusters Score -904631.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -904994.187500 Penalty: 4448.261230
	Iteration 2F: 3 clusters Score -904994.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -905240.687500 Penalty: 4448.261230
	Iteration 3F: 3 clusters Score -905240.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -905466.187500 Penalty: 4448.261230
	Iteration 4Q: 3 clusters Score -905466.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -905728.875000 Penalty: 4448.261230
	Iteration 5Q: 3 clusters Score -905728.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -905962.750000 Penalty: 4448.261230
	Iteration 6Q: 3 clusters Score -905962.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -906187.250000 Penalty: 4448.261230
	Iteration 7Q: 3 clusters Score -906187.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -906398.187500 Penalty: 4448.261230
	Iteration 8Q: 3 clusters Score -906398.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -906568.375000 Penalty: 4448.261230
	Iteration 9Q: 3 clusters Score -906568.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -906722.000000 Penalty: 4448.261230
	Iteration 10Q: 3 clusters Score -906722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -906835.812500 Penalty: 4448.261230
	Iteration 11Q: 3 clusters Score -906835.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -906914.062500 Penalty: 4448.261230
	Iteration 12Q: 3 clusters Score -906914.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -906968.062500 Penalty: 4448.261230
	Iteration 13Q: 3 clusters Score -906968.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -907014.812500 Penalty: 4448.261230
	Iteration 14Q: 3 clusters Score -907014.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -907050.062500 Penalty: 4448.261230
	Iteration 15Q: 3 clusters Score -907050.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -907072.187500 Penalty: 4448.261230
	Iteration 16Q: 3 clusters Score -907072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -907096.625000 Penalty: 4448.261230
	Iteration 17Q: 3 clusters Score -907096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -907109.250000 Penalty: 4448.261230
	Iteration 18Q: 3 clusters Score -907109.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -907124.562500 Penalty: 4448.261230
	Iteration 19Q: 3 clusters Score -907124.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -907137.812500 Penalty: 4448.261230
	Iteration 20F: 3 clusters Score -907137.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -907143.000000 Penalty: 4448.261230
	Iteration 21Q: 3 clusters Score -907143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -907152.000000 Penalty: 4448.261230
	Iteration 22Q: 3 clusters Score -907152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -907158.000000 Penalty: 4448.261230
	Iteration 23Q: 3 clusters Score -907158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -907167.000000 Penalty: 4448.261230
	Iteration 24Q: 3 clusters Score -907167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -907174.125000 Penalty: 4448.261230
	Iteration 25Q: 3 clusters Score -907174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -907175.937500 Penalty: 4448.261230
	Iteration 26Q: 3 clusters Score -907175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -907177.125000 Penalty: 4448.261230
	Iteration 27Q: 3 clusters Score -907177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -907179.812500 Penalty: 4448.261230
	Iteration 28Q: 3 clusters Score -907179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -907181.812500 Penalty: 4448.261230
	Iteration 29Q: 3 clusters Score -907181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -907186.062500 Penalty: 4448.261230
	Iteration 30Q: 3 clusters Score -907186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -907189.750000 Penalty: 4448.261230
	Iteration 31Q: 3 clusters Score -907189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -907193.312500 Penalty: 4448.261230
	Iteration 32Q: 3 clusters Score -907193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -907194.125000 Penalty: 4448.261230
	Iteration 33Q: 3 clusters Score -907194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -907195.750000 Penalty: 4448.261230
	Iteration 34Q: 3 clusters Score -907195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -907196.625000 Penalty: 4448.261230
	Iteration 35Q: 3 clusters Score -907196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -907197.687500 Penalty: 4448.261230
	Iteration 36Q: 3 clusters Score -907197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -907197.312500 Penalty: 4448.261230
	Iteration 37Q: 3 clusters Score -907197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -907200.312500 Penalty: 4448.261230
	Iteration 38Q: 3 clusters Score -907200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -907201.187500 Penalty: 4448.261230
	Iteration 39Q: 3 clusters Score -907201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -907202.312500 Penalty: 4448.261230
	Iteration 40F: 3 clusters Score -907202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -907202.000000 Penalty: 4448.261230
	Iteration 41Q: 3 clusters Score -907202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -907202.000000 Penalty: 4448.261230
	Iteration 42Q: 3 clusters Score -907202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -907203.312500 Penalty: 4448.261230
	Iteration 43Q: 3 clusters Score -907203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -907204.937500 Penalty: 4448.261230
	Iteration 44Q: 3 clusters Score -907204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -907204.937500 Penalty: 4448.261230
	Iteration 45F: 3 clusters Score -907204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (77528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Entering Unmasked Estep 
Score: -9367650.000000 Penalty: 2792.081787
	Iteration 0F: 2 clusters Score -9367650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -9315767.000000 Penalty: 5584.163574
	Iteration 0F: 3 clusters Score -9315767 nChanged 36456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9336517.000000 Penalty: 5584.163574
	Iteration 1F: 3 clusters Score -9336517 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9337320.000000 Penalty: 5584.163574
	Iteration 2Q: 3 clusters Score -9337320 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -9338360.000000 Penalty: 5584.163574
	Iteration 3Q: 3 clusters Score -9338360 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -9339788.000000 Penalty: 5584.163574
	Iteration 4Q: 3 clusters Score -9339788 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -9341612.000000 Penalty: 5584.163574
	Iteration 5Q: 3 clusters Score -9341612 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -9344586.000000 Penalty: 5584.163574
	Iteration 6F: 3 clusters Score -9344586 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -9348707.000000 Penalty: 5584.163574
	Iteration 7F: 3 clusters Score -9348707 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -9353751.000000 Penalty: 5584.163574
	Iteration 8F: 3 clusters Score -9353751 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -9358604.000000 Penalty: 5584.163574
	Iteration 9F: 3 clusters Score -9358604 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -9362018.000000 Penalty: 5584.163574
	Iteration 10Q: 3 clusters Score -9362018 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9363680.000000 Penalty: 5584.163574
	Iteration 11Q: 3 clusters Score -9363680 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9364429.000000 Penalty: 5584.163574
	Iteration 12Q: 3 clusters Score -9364429 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9364792.000000 Penalty: 5584.163574
	Iteration 13Q: 3 clusters Score -9364792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9364923.000000 Penalty: 5584.163574
	Iteration 14Q: 3 clusters Score -9364923 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9365044.000000 Penalty: 5584.163574
	Iteration 15Q: 3 clusters Score -9365044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9365091.000000 Penalty: 5584.163574
	Iteration 16Q: 3 clusters Score -9365091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9365158.000000 Penalty: 5584.163574
	Iteration 17Q: 3 clusters Score -9365158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9365191.000000 Penalty: 5584.163574
	Iteration 18Q: 3 clusters Score -9365191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9365208.000000 Penalty: 5584.163574
	Iteration 19Q: 3 clusters Score -9365208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9365230.000000 Penalty: 5584.163574
	Iteration 20F: 3 clusters Score -9365230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9365249.000000 Penalty: 5584.163574
	Iteration 21Q: 3 clusters Score -9365249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9365254.000000 Penalty: 5584.163574
	Iteration 22Q: 3 clusters Score -9365254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9365261.000000 Penalty: 5584.163574
	Iteration 23Q: 3 clusters Score -9365261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9365274.000000 Penalty: 5584.163574
	Iteration 24Q: 3 clusters Score -9365274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9365283.000000 Penalty: 5584.163574
	Iteration 25Q: 3 clusters Score -9365283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9365280.000000 Penalty: 5584.163574
	Iteration 26Q: 3 clusters Score -9365280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9365285.000000 Penalty: 5584.163574
	Iteration 27Q: 3 clusters Score -9365285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9365280.000000 Penalty: 5584.163574
	Iteration 28Q: 3 clusters Score -9365280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9365283.000000 Penalty: 5584.163574
	Iteration 29Q: 3 clusters Score -9365283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9365294.000000 Penalty: 5584.163574
	Iteration 30Q: 3 clusters Score -9365294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9365292.000000 Penalty: 5584.163574
	Iteration 31Q: 3 clusters Score -9365292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9365295.000000 Penalty: 5584.163574
	Iteration 32Q: 3 clusters Score -9365295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9365301.000000 Penalty: 5584.163574
	Iteration 33Q: 3 clusters Score -9365301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9365303.000000 Penalty: 5584.163574
	Iteration 34Q: 3 clusters Score -9365303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9365303.000000 Penalty: 5584.163574
	Iteration 35F: 3 clusters Score -9365303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -528692.000000 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -528692 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 2318 members 
Entering Unmasked Estep 
Score: -524366.625000 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -524366.6 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -525445.500000 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -525445.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -525777.437500 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -525777.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -526086.437500 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -526086.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -526422.500000 Penalty: 4198.354980
	Iteration 4F: 3 clusters Score -526422.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -526790.937500 Penalty: 4198.354980
	Iteration 5F: 3 clusters Score -526790.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -527178.250000 Penalty: 4198.354980
	Iteration 6F: 3 clusters Score -527178.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -527485.687500 Penalty: 4198.354980
	Iteration 7F: 3 clusters Score -527485.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -527689.312500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -527689.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -527813.875000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -527813.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -527896.500000 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -527896.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -527944.562500 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -527944.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -527971.062500 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -527971.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -527988.875000 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -527988.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -528000.250000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -528000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -528005.000000 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -528005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -528010.125000 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -528010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -528012.687500 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -528012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -528016.250000 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -528016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528020.687500 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -528020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -528024.875000 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -528024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528026.062500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -528026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -528025.687500 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -528025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -528026.187500 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -528026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -528026.375000 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -528026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -528028.250000 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -528028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -528028.312500 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -528028.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -528028.312500 Penalty: 4198.354980
	Iteration 27F: 3 clusters Score -528028.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -414995.781250 Penalty: 2038.860229
	Iteration 0F: 2 clusters Score -414995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -411234.000000 Penalty: 4077.720459
	Iteration 0F: 3 clusters Score -411234 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -412167.250000 Penalty: 4077.720459
	Iteration 1F: 3 clusters Score -412167.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -412463.187500 Penalty: 4077.720459
	Iteration 2F: 3 clusters Score -412463.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -412701.875000 Penalty: 4077.720459
	Iteration 3F: 3 clusters Score -412701.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -412881.062500 Penalty: 4077.720459
	Iteration 4F: 3 clusters Score -412881.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -413049.218750 Penalty: 4077.720459
	Iteration 5Q: 3 clusters Score -413049.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -413170.343750 Penalty: 4077.720459
	Iteration 6Q: 3 clusters Score -413170.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -413257.250000 Penalty: 4077.720459
	Iteration 7Q: 3 clusters Score -413257.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -413348.750000 Penalty: 4077.720459
	Iteration 8Q: 3 clusters Score -413348.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -413439.281250 Penalty: 4077.720459
	Iteration 9Q: 3 clusters Score -413439.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -413516.656250 Penalty: 4077.720459
	Iteration 10Q: 3 clusters Score -413516.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -413585.500000 Penalty: 4077.720459
	Iteration 11Q: 3 clusters Score -413585.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413630.937500 Penalty: 4077.720459
	Iteration 12Q: 3 clusters Score -413630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -413658.187500 Penalty: 4077.720459
	Iteration 13Q: 3 clusters Score -413658.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413672.437500 Penalty: 4077.720459
	Iteration 14Q: 3 clusters Score -413672.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413678.125000 Penalty: 4077.720459
	Iteration 15Q: 3 clusters Score -413678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -413682.218750 Penalty: 4077.720459
	Iteration 16Q: 3 clusters Score -413682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413685.718750 Penalty: 4077.720459
	Iteration 17Q: 3 clusters Score -413685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413687.406250 Penalty: 4077.720459
	Iteration 18Q: 3 clusters Score -413687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -413688.875000 Penalty: 4077.720459
	Iteration 19Q: 3 clusters Score -413688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413689.437500 Penalty: 4077.720459
	Iteration 20F: 3 clusters Score -413689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -413691.062500 Penalty: 4077.720459
	Iteration 21Q: 3 clusters Score -413691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -413693.781250 Penalty: 4077.720459
	Iteration 22Q: 3 clusters Score -413693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -413693.312500 Penalty: 4077.720459
	Iteration 23Q: 3 clusters Score -413693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413693.750000 Penalty: 4077.720459
	Iteration 24Q: 3 clusters Score -413693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -413694.687500 Penalty: 4077.720459
	Iteration 25Q: 3 clusters Score -413694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413695.812500 Penalty: 4077.720459
	Iteration 26Q: 3 clusters Score -413695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413697.156250 Penalty: 4077.720459
	Iteration 27Q: 3 clusters Score -413697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413697.468750 Penalty: 4077.720459
	Iteration 28Q: 3 clusters Score -413697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -413697.781250 Penalty: 4077.720459
	Iteration 29Q: 3 clusters Score -413697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -413699.156250 Penalty: 4077.720459
	Iteration 30Q: 3 clusters Score -413699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -413699.812500 Penalty: 4077.720459
	Iteration 31Q: 3 clusters Score -413699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -413700.062500 Penalty: 4077.720459
	Iteration 32Q: 3 clusters Score -413700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -413701.218750 Penalty: 4077.720459
	Iteration 33Q: 3 clusters Score -413701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -413701.218750 Penalty: 4077.720459
	Iteration 34F: 3 clusters Score -413701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -157706.468750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -157706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155511.609375 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -155511.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155982.421875 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -155982.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -156104.093750 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -156104.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156166.031250 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -156166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156206.062500 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -156206.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156228.843750 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -156228.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156245.125000 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -156245.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156256.765625 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -156256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156265.906250 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -156265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156276.171875 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -156276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156287.265625 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -156287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156303.578125 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -156303.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156315.609375 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -156315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156327.437500 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -156327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -156337.250000 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -156337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156347.625000 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -156347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156352.312500 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -156352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156359.203125 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -156359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156370.078125 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -156370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156386.765625 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -156386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156417.031250 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -156417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156485.218750 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -156485.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156544.312500 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -156544.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156593.671875 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -156593.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -156658.453125 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -156658.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -156722.031250 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -156722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -156806.328125 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -156806.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -156862.812500 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -156862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -156907.218750 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -156907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -156938.984375 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -156939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -156962.031250 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -156962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -156975.515625 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -156975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -156982.531250 Penalty: 3631.965088
	Iteration 32Q: 3 clusters Score -156982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -156985.625000 Penalty: 3631.965088
	Iteration 33Q: 3 clusters Score -156985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -156990.921875 Penalty: 3631.965088
	Iteration 34Q: 3 clusters Score -156990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -156992.765625 Penalty: 3631.965088
	Iteration 35Q: 3 clusters Score -156992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -156996.015625 Penalty: 3631.965088
	Iteration 36Q: 3 clusters Score -156996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -156998.546875 Penalty: 3631.965088
	Iteration 37Q: 3 clusters Score -156998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -157000.031250 Penalty: 3631.965088
	Iteration 38Q: 3 clusters Score -157000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -157001.500000 Penalty: 3631.965088
	Iteration 39Q: 3 clusters Score -157001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -157042.406250 Penalty: 3631.965088
	Iteration 40F: 3 clusters Score -157042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -157117.593750 Penalty: 3631.965088
	Iteration 41Q: 3 clusters Score -157117.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -157150.546875 Penalty: 3631.965088
	Iteration 42Q: 3 clusters Score -157150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -157169.875000 Penalty: 3631.965088
	Iteration 43Q: 3 clusters Score -157169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -157175.890625 Penalty: 3631.965088
	Iteration 44Q: 3 clusters Score -157175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -157179.500000 Penalty: 3631.965088
	Iteration 45Q: 3 clusters Score -157179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -157182.328125 Penalty: 3631.965088
	Iteration 46Q: 3 clusters Score -157182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -157182.328125 Penalty: 3631.965088
	Iteration 47F: 3 clusters Score -157182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -250702.812500 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -250702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -247753.625000 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -247753.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248529.796875 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -248529.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -248848.531250 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -248848.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -249148.656250 Penalty: 3889.380615
	Iteration 3F: 3 clusters Score -249148.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -249438.453125 Penalty: 3889.380615
	Iteration 4F: 3 clusters Score -249438.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -249666.453125 Penalty: 3889.380615
	Iteration 5F: 3 clusters Score -249666.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249764.296875 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -249764.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249809.531250 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -249809.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -249841.890625 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -249841.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249860.859375 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -249860.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -249872.812500 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -249872.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249879.421875 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -249879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -249883.546875 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -249883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249888.187500 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -249888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -249891.031250 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -249891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -249895.156250 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -249895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -249898.343750 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -249898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249899.921875 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -249899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -249904.546875 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -249904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -249907.937500 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -249907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249910.609375 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -249910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249913.406250 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -249913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249914.281250 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -249914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249914.281250 Penalty: 3889.380615
	Iteration 23F: 3 clusters Score -249914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -410464.250000 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -410464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -406797.406250 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -406797.4 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -407655.500000 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -407655.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -407908.093750 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -407908.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -408088.093750 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -408088.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -408222.031250 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -408222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -408347.593750 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -408347.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -408467.937500 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -408467.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -408611.062500 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -408611.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -408757.000000 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -408757 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -408960.593750 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -408960.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -409176.250000 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -409176.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -409377.031250 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -409377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -409571.625000 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -409571.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409735.906250 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -409735.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -409833.687500 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -409833.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -409904.468750 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -409904.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -409948.250000 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -409948.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -409993.656250 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -409993.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -410027.500000 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -410027.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -410047.843750 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -410047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -410062.125000 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -410062.1 nChanged 24
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: -410074.156250 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -410074.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -410087.062500 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -410087.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -410098.750000 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -410098.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -410109.031250 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -410109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -410114.187500 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -410114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -410118.375000 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -410118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -410121.437500 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -410121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -410124.781250 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -410124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -410128.937500 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -410128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -410129.906250 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -410129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -410131.656250 Penalty: 4063.789307
	Iteration 31Q: 3 clusters Score -410131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -410132.375000 Penalty: 4063.789307
	Iteration 32Q: 3 clusters Score -410132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -410132.781250 Penalty: 4063.789307
	Iteration 33Q: 3 clusters Score -410132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410133.375000 Penalty: 4063.789307
	Iteration 34Q: 3 clusters Score -410133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -410133.156250 Penalty: 4063.789307
	Iteration 35Q: 3 clusters Score -410133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -410133.156250 Penalty: 4063.789307
	Iteration 36F: 3 clusters Score -410133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Entering Unmasked Estep 
Score: -1679202.000000 Penalty: 2383.891846
	Iteration 0F: 2 clusters Score -1679202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1668256.375000 Penalty: 4767.783691
	Iteration 0F: 3 clusters Score -1668256 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1671959.500000 Penalty: 4767.783691
	Iteration 1F: 3 clusters Score -1671960 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1672580.125000 Penalty: 4767.783691
	Iteration 2F: 3 clusters Score -1672580 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1673203.625000 Penalty: 4767.783691
	Iteration 3F: 3 clusters Score -1673204 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1673824.750000 Penalty: 4767.783691
	Iteration 4F: 3 clusters Score -1673825 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1674514.750000 Penalty: 4767.783691
	Iteration 5F: 3 clusters Score -1674515 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1675162.875000 Penalty: 4767.783691
	Iteration 6F: 3 clusters Score -1675163 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1675760.125000 Penalty: 4767.783691
	Iteration 7F: 3 clusters Score -1675760 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1676233.750000 Penalty: 4767.783691
	Iteration 8Q: 3 clusters Score -1676234 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1676615.250000 Penalty: 4767.783691
	Iteration 9Q: 3 clusters Score -1676615 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1676857.750000 Penalty: 4767.783691
	Iteration 10Q: 3 clusters Score -1676858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1677032.500000 Penalty: 4767.783691
	Iteration 11Q: 3 clusters Score -1677032 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1677152.625000 Penalty: 4767.783691
	Iteration 12Q: 3 clusters Score -1677153 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1677234.750000 Penalty: 4767.783691
	Iteration 13Q: 3 clusters Score -1677235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1677287.875000 Penalty: 4767.783691
	Iteration 14Q: 3 clusters Score -1677288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1677339.250000 Penalty: 4767.783691
	Iteration 15Q: 3 clusters Score -1677339 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1677384.750000 Penalty: 4767.783691
	Iteration 16Q: 3 clusters Score -1677385 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1677423.750000 Penalty: 4767.783691
	Iteration 17Q: 3 clusters Score -1677424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1677463.625000 Penalty: 4767.783691
	Iteration 18Q: 3 clusters Score -1677464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1677502.375000 Penalty: 4767.783691
	Iteration 19Q: 3 clusters Score -1677502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1677533.875000 Penalty: 4767.783691
	Iteration 20F: 3 clusters Score -1677534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1677549.625000 Penalty: 4767.783691
	Iteration 21Q: 3 clusters Score -1677550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1677580.625000 Penalty: 4767.783691
	Iteration 22Q: 3 clusters Score -1677581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1677603.875000 Penalty: 4767.783691
	Iteration 23Q: 3 clusters Score -1677604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1677627.000000 Penalty: 4767.783691
	Iteration 24Q: 3 clusters Score -1677627 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1677650.375000 Penalty: 4767.783691
	Iteration 25Q: 3 clusters Score -1677650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1677668.750000 Penalty: 4767.783691
	Iteration 26Q: 3 clusters Score -1677669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1677681.625000 Penalty: 4767.783691
	Iteration 27Q: 3 clusters Score -1677682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1677697.625000 Penalty: 4767.783691
	Iteration 28Q: 3 clusters Score -1677698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1677716.000000 Penalty: 4767.783691
	Iteration 29Q: 3 clusters Score -1677716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1677728.250000 Penalty: 4767.783691
	Iteration 30Q: 3 clusters Score -1677728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1677735.500000 Penalty: 4767.783691
	Iteration 31Q: 3 clusters Score -1677736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1677745.750000 Penalty: 4767.783691
	Iteration 32Q: 3 clusters Score -1677746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1677749.750000 Penalty: 4767.783691
	Iteration 33Q: 3 clusters Score -1677750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1677756.500000 Penalty: 4767.783691
	Iteration 34Q: 3 clusters Score -1677756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1677763.875000 Penalty: 4767.783691
	Iteration 35Q: 3 clusters Score -1677764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1677765.250000 Penalty: 4767.783691
	Iteration 36Q: 3 clusters Score -1677765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1677767.250000 Penalty: 4767.783691
	Iteration 37Q: 3 clusters Score -1677767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1677769.500000 Penalty: 4767.783691
	Iteration 38Q: 3 clusters Score -1677770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1677773.875000 Penalty: 4767.783691
	Iteration 39Q: 3 clusters Score -1677774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1677776.625000 Penalty: 4767.783691
	Iteration 40F: 3 clusters Score -1677777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1677776.750000 Penalty: 4767.783691
	Iteration 41Q: 3 clusters Score -1677777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1677781.500000 Penalty: 4767.783691
	Iteration 42Q: 3 clusters Score -1677782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1677781.500000 Penalty: 4767.783691
	Iteration 43Q: 3 clusters Score -1677782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1677789.125000 Penalty: 4767.783691
	Iteration 44Q: 3 clusters Score -1677789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1677788.750000 Penalty: 4767.783691
	Iteration 45Q: 3 clusters Score -1677789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1677791.375000 Penalty: 4767.783691
	Iteration 46Q: 3 clusters Score -1677791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1677797.625000 Penalty: 4767.783691
	Iteration 47Q: 3 clusters Score -1677798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1677796.875000 Penalty: 4767.783691
	Iteration 48Q: 3 clusters Score -1677797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1677801.125000 Penalty: 4767.783691
	Iteration 49Q: 3 clusters Score -1677801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1677801.625000 Penalty: 4767.783691
	Iteration 50Q: 3 clusters Score -1677802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1677804.000000 Penalty: 4767.783691
	Iteration 51Q: 3 clusters Score -1677804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1677803.375000 Penalty: 4767.783691
	Iteration 52Q: 3 clusters Score -1677803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1677804.625000 Penalty: 4767.783691
	Iteration 53Q: 3 clusters Score -1677805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1677803.000000 Penalty: 4767.783691
	Iteration 54Q: 3 clusters Score -1677803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1677805.750000 Penalty: 4767.783691
	Iteration 55Q: 3 clusters Score -1677806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1677806.000000 Penalty: 4767.783691
	Iteration 56Q: 3 clusters Score -1677806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1677805.750000 Penalty: 4767.783691
	Iteration 57Q: 3 clusters Score -1677806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1677808.000000 Penalty: 4767.783691
	Iteration 58Q: 3 clusters Score -1677808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1677807.875000 Penalty: 4767.783691
	Iteration 59Q: 3 clusters Score -1677808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1677809.500000 Penalty: 4767.783691
	Iteration 60F: 3 clusters Score -1677810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1677810.000000 Penalty: 4767.783691
	Iteration 61Q: 3 clusters Score -1677810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1677812.125000 Penalty: 4767.783691
	Iteration 62Q: 3 clusters Score -1677812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1677810.250000 Penalty: 4767.783691
	Iteration 63Q: 3 clusters Score -1677810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1677817.625000 Penalty: 4767.783691
	Iteration 64Q: 3 clusters Score -1677818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1677821.125000 Penalty: 4767.783691
	Iteration 65Q: 3 clusters Score -1677821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1677820.750000 Penalty: 4767.783691
	Iteration 66Q: 3 clusters Score -1677821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1677821.250000 Penalty: 4767.783691
	Iteration 67Q: 3 clusters Score -1677821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1677824.250000 Penalty: 4767.783691
	Iteration 68Q: 3 clusters Score -1677824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1677826.875000 Penalty: 4767.783691
	Iteration 69Q: 3 clusters Score -1677827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1677825.250000 Penalty: 4767.783691
	Iteration 70Q: 3 clusters Score -1677825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1677826.875000 Penalty: 4767.783691
	Iteration 71Q: 3 clusters Score -1677827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1677828.500000 Penalty: 4767.783691
	Iteration 72Q: 3 clusters Score -1677828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1677827.250000 Penalty: 4767.783691
	Iteration 73Q: 3 clusters Score -1677827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1677828.125000 Penalty: 4767.783691
	Iteration 74Q: 3 clusters Score -1677828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1677828.375000 Penalty: 4767.783691
	Iteration 75Q: 3 clusters Score -1677828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1677828.000000 Penalty: 4767.783691
	Iteration 76Q: 3 clusters Score -1677828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1677826.500000 Penalty: 4767.783691
	Iteration 77Q: 3 clusters Score -1677826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1677828.375000 Penalty: 4767.783691
	Iteration 78Q: 3 clusters Score -1677828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1677830.625000 Penalty: 4767.783691
	Iteration 79Q: 3 clusters Score -1677831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1677830.625000 Penalty: 4767.783691
	Iteration 80F: 3 clusters Score -1677831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -550155.125000 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -550155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -545739.687500 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -545739.7 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -546826.750000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -546826.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -547080.937500 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -547080.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -547237.000000 Penalty: 4202.208984
	Iteration 3F: 3 clusters Score -547237 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -547349.625000 Penalty: 4202.208984
	Iteration 4Q: 3 clusters Score -547349.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -547454.250000 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -547454.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -547564.437500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -547564.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -547703.375000 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -547703.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -547859.812500 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -547859.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -548021.375000 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -548021.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -548166.250000 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -548166.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -548299.062500 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -548299.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -548434.562500 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -548434.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -548580.500000 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -548580.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -548767.812500 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -548767.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -548959.250000 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -548959.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -549152.875000 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -549152.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -549357.312500 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -549357.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -549555.312500 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -549555.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -549635.250000 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -549635.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -549664.312500 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -549664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -549673.625000 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -549673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -549681.250000 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -549681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -549685.562500 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -549685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -549687.750000 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -549687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -549688.750000 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -549688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -549688.875000 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -549688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -549688.875000 Penalty: 4202.208984
	Iteration 27F: 3 clusters Score -549688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -184665.781250 Penalty: 1826.093262
	Iteration 0F: 2 clusters Score -184665.8 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 803 members 
Entering Unmasked Estep 
Score: -182343.671875 Penalty: 3652.186523
	Iteration 0F: 3 clusters Score -182343.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182763.921875 Penalty: 3652.186523
	Iteration 1F: 3 clusters Score -182763.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182881.859375 Penalty: 3652.186523
	Iteration 2F: 3 clusters Score -182881.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182937.062500 Penalty: 3652.186523
	Iteration 3Q: 3 clusters Score -182937.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182963.156250 Penalty: 3652.186523
	Iteration 4Q: 3 clusters Score -182963.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182976.500000 Penalty: 3652.186523
	Iteration 5Q: 3 clusters Score -182976.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -182989.093750 Penalty: 3652.186523
	Iteration 6Q: 3 clusters Score -182989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -183007.250000 Penalty: 3652.186523
	Iteration 7Q: 3 clusters Score -183007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183023.937500 Penalty: 3652.186523
	Iteration 8Q: 3 clusters Score -183023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183036.312500 Penalty: 3652.186523
	Iteration 9Q: 3 clusters Score -183036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183042.062500 Penalty: 3652.186523
	Iteration 10Q: 3 clusters Score -183042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183050.718750 Penalty: 3652.186523
	Iteration 11Q: 3 clusters Score -183050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183057.062500 Penalty: 3652.186523
	Iteration 12Q: 3 clusters Score -183057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183057.734375 Penalty: 3652.186523
	Iteration 13Q: 3 clusters Score -183057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183057.734375 Penalty: 3652.186523
	Iteration 14F: 3 clusters Score -183057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Entering Unmasked Estep 
Score: -1667698.375000 Penalty: 2366.597900
	Iteration 0F: 2 clusters Score -1667698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1657466.250000 Penalty: 4733.195801
	Iteration 0F: 3 clusters Score -1657466 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1660688.625000 Penalty: 4733.195801
	Iteration 1F: 3 clusters Score -1660689 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1661019.875000 Penalty: 4733.195801
	Iteration 2F: 3 clusters Score -1661020 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1661307.375000 Penalty: 4733.195801
	Iteration 3Q: 3 clusters Score -1661307 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1661587.750000 Penalty: 4733.195801
	Iteration 4Q: 3 clusters Score -1661588 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1661902.125000 Penalty: 4733.195801
	Iteration 5Q: 3 clusters Score -1661902 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1662292.750000 Penalty: 4733.195801
	Iteration 6Q: 3 clusters Score -1662293 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1662747.625000 Penalty: 4733.195801
	Iteration 7F: 3 clusters Score -1662748 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1663219.500000 Penalty: 4733.195801
	Iteration 8F: 3 clusters Score -1663220 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1663743.000000 Penalty: 4733.195801
	Iteration 9F: 3 clusters Score -1663743 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1664175.250000 Penalty: 4733.195801
	Iteration 10Q: 3 clusters Score -1664175 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1664591.375000 Penalty: 4733.195801
	Iteration 11Q: 3 clusters Score -1664591 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1664908.375000 Penalty: 4733.195801
	Iteration 12Q: 3 clusters Score -1664908 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1665108.875000 Penalty: 4733.195801
	Iteration 13Q: 3 clusters Score -1665109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1665253.750000 Penalty: 4733.195801
	Iteration 14Q: 3 clusters Score -1665254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1665376.125000 Penalty: 4733.195801
	Iteration 15Q: 3 clusters Score -1665376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1665434.875000 Penalty: 4733.195801
	Iteration 16Q: 3 clusters Score -1665435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1665478.500000 Penalty: 4733.195801
	Iteration 17Q: 3 clusters Score -1665478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1665499.125000 Penalty: 4733.195801
	Iteration 18Q: 3 clusters Score -1665499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1665518.375000 Penalty: 4733.195801
	Iteration 19Q: 3 clusters Score -1665518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1665534.250000 Penalty: 4733.195801
	Iteration 20F: 3 clusters Score -1665534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1665543.875000 Penalty: 4733.195801
	Iteration 21Q: 3 clusters Score -1665544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1665555.125000 Penalty: 4733.195801
	Iteration 22Q: 3 clusters Score -1665555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1665571.500000 Penalty: 4733.195801
	Iteration 23Q: 3 clusters Score -1665572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1665577.375000 Penalty: 4733.195801
	Iteration 24Q: 3 clusters Score -1665577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1665582.000000 Penalty: 4733.195801
	Iteration 25Q: 3 clusters Score -1665582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1665587.750000 Penalty: 4733.195801
	Iteration 26Q: 3 clusters Score -1665588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1665590.875000 Penalty: 4733.195801
	Iteration 27Q: 3 clusters Score -1665591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1665590.875000 Penalty: 4733.195801
	Iteration 28Q: 3 clusters Score -1665591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1665593.500000 Penalty: 4733.195801
	Iteration 29Q: 3 clusters Score -1665594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1665595.875000 Penalty: 4733.195801
	Iteration 30Q: 3 clusters Score -1665596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1665597.250000 Penalty: 4733.195801
	Iteration 31Q: 3 clusters Score -1665597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1665598.250000 Penalty: 4733.195801
	Iteration 32Q: 3 clusters Score -1665598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1665598.250000 Penalty: 4733.195801
	Iteration 33F: 3 clusters Score -1665598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -993252.375000 Penalty: 2243.363281
	Iteration 0F: 2 clusters Score -993252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -986576.000000 Penalty: 4486.726562
	Iteration 0F: 3 clusters Score -986576 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -988469.562500 Penalty: 4486.726562
	Iteration 1F: 3 clusters Score -988469.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -988724.500000 Penalty: 4486.726562
	Iteration 2F: 3 clusters Score -988724.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -988903.000000 Penalty: 4486.726562
	Iteration 3Q: 3 clusters Score -988903 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -989076.937500 Penalty: 4486.726562
	Iteration 4Q: 3 clusters Score -989076.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -989250.187500 Penalty: 4486.726562
	Iteration 5Q: 3 clusters Score -989250.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -989417.187500 Penalty: 4486.726562
	Iteration 6Q: 3 clusters Score -989417.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -989579.437500 Penalty: 4486.726562
	Iteration 7Q: 3 clusters Score -989579.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -989741.687500 Penalty: 4486.726562
	Iteration 8Q: 3 clusters Score -989741.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -989917.437500 Penalty: 4486.726562
	Iteration 9Q: 3 clusters Score -989917.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -990085.187500 Penalty: 4486.726562
	Iteration 10Q: 3 clusters Score -990085.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -990220.250000 Penalty: 4486.726562
	Iteration 11Q: 3 clusters Score -990220.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -990361.312500 Penalty: 4486.726562
	Iteration 12Q: 3 clusters Score -990361.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -990512.437500 Penalty: 4486.726562
	Iteration 13Q: 3 clusters Score -990512.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -990631.937500 Penalty: 4486.726562
	Iteration 14Q: 3 clusters Score -990631.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -990739.125000 Penalty: 4486.726562
	Iteration 15Q: 3 clusters Score -990739.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -990841.312500 Penalty: 4486.726562
	Iteration 16Q: 3 clusters Score -990841.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -990972.437500 Penalty: 4486.726562
	Iteration 17Q: 3 clusters Score -990972.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -991110.000000 Penalty: 4486.726562
	Iteration 18Q: 3 clusters Score -991110 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -991219.625000 Penalty: 4486.726562
	Iteration 19Q: 3 clusters Score -991219.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -991317.437500 Penalty: 4486.726562
	Iteration 20F: 3 clusters Score -991317.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -991403.687500 Penalty: 4486.726562
	Iteration 21Q: 3 clusters Score -991403.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -991476.875000 Penalty: 4486.726562
	Iteration 22Q: 3 clusters Score -991476.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -991529.562500 Penalty: 4486.726562
	Iteration 23Q: 3 clusters Score -991529.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -991573.437500 Penalty: 4486.726562
	Iteration 24Q: 3 clusters Score -991573.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -991601.187500 Penalty: 4486.726562
	Iteration 25Q: 3 clusters Score -991601.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -991621.750000 Penalty: 4486.726562
	Iteration 26Q: 3 clusters Score -991621.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -991637.625000 Penalty: 4486.726562
	Iteration 27Q: 3 clusters Score -991637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -991647.125000 Penalty: 4486.726562
	Iteration 28Q: 3 clusters Score -991647.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -991654.125000 Penalty: 4486.726562
	Iteration 29Q: 3 clusters Score -991654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -991659.375000 Penalty: 4486.726562
	Iteration 30Q: 3 clusters Score -991659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -991660.000000 Penalty: 4486.726562
	Iteration 31Q: 3 clusters Score -991660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -991665.187500 Penalty: 4486.726562
	Iteration 32Q: 3 clusters Score -991665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -991666.875000 Penalty: 4486.726562
	Iteration 33Q: 3 clusters Score -991666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -991667.500000 Penalty: 4486.726562
	Iteration 34Q: 3 clusters Score -991667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -991670.312500 Penalty: 4486.726562
	Iteration 35Q: 3 clusters Score -991670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -991673.875000 Penalty: 4486.726562
	Iteration 36Q: 3 clusters Score -991673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -991675.562500 Penalty: 4486.726562
	Iteration 37Q: 3 clusters Score -991675.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -991684.062500 Penalty: 4486.726562
	Iteration 38Q: 3 clusters Score -991684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -991683.937500 Penalty: 4486.726562
	Iteration 39Q: 3 clusters Score -991683.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -991686.625000 Penalty: 4486.726562
	Iteration 40F: 3 clusters Score -991686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -991687.062500 Penalty: 4486.726562
	Iteration 41Q: 3 clusters Score -991687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -991689.562500 Penalty: 4486.726562
	Iteration 42Q: 3 clusters Score -991689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -991689.375000 Penalty: 4486.726562
	Iteration 43Q: 3 clusters Score -991689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -991694.250000 Penalty: 4486.726562
	Iteration 44Q: 3 clusters Score -991694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -991695.687500 Penalty: 4486.726562
	Iteration 45Q: 3 clusters Score -991695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -991696.125000 Penalty: 4486.726562
	Iteration 46Q: 3 clusters Score -991696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -991696.625000 Penalty: 4486.726562
	Iteration 47Q: 3 clusters Score -991696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -991697.437500 Penalty: 4486.726562
	Iteration 48Q: 3 clusters Score -991697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -991698.500000 Penalty: 4486.726562
	Iteration 49Q: 3 clusters Score -991698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -991701.375000 Penalty: 4486.726562
	Iteration 50Q: 3 clusters Score -991701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -991700.000000 Penalty: 4486.726562
	Iteration 51Q: 3 clusters Score -991700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -991700.000000 Penalty: 4486.726562
	Iteration 52F: 3 clusters Score -991700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -383713.281250 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -383713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -380181.000000 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -380181 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -380938.656250 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -380938.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -381111.906250 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -381111.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -381206.875000 Penalty: 4032.217041
	Iteration 3Q: 3 clusters Score -381206.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -381284.718750 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -381284.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -381336.843750 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -381336.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381376.906250 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -381376.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -381406.906250 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -381406.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -381431.500000 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -381431.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -381453.000000 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -381453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -381470.687500 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -381470.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -381488.093750 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -381488.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -381512.781250 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -381512.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381529.562500 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -381529.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -381546.062500 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -381546.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -381562.531250 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -381562.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -381574.375000 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -381574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381586.687500 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -381586.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -381599.656250 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -381599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -381610.031250 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -381610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -381617.437500 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -381617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381620.968750 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -381621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -381621.437500 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -381621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381623.656250 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -381623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381623.656250 Penalty: 4032.217041
	Iteration 24F: 3 clusters Score -381623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -322725.687500 Penalty: 1966.958618
	Iteration 0F: 2 clusters Score -322725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -319622.093750 Penalty: 3933.917236
	Iteration 0F: 3 clusters Score -319622.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -320213.031250 Penalty: 3933.917236
	Iteration 1F: 3 clusters Score -320213 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320406.875000 Penalty: 3933.917236
	Iteration 2F: 3 clusters Score -320406.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -320547.687500 Penalty: 3933.917236
	Iteration 3F: 3 clusters Score -320547.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -320638.937500 Penalty: 3933.917236
	Iteration 4Q: 3 clusters Score -320638.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -320712.687500 Penalty: 3933.917236
	Iteration 5Q: 3 clusters Score -320712.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -320762.375000 Penalty: 3933.917236
	Iteration 6Q: 3 clusters Score -320762.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -320803.406250 Penalty: 3933.917236
	Iteration 7Q: 3 clusters Score -320803.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320858.125000 Penalty: 3933.917236
	Iteration 8Q: 3 clusters Score -320858.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -320892.593750 Penalty: 3933.917236
	Iteration 9Q: 3 clusters Score -320892.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -320923.968750 Penalty: 3933.917236
	Iteration 10Q: 3 clusters Score -320924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -320956.750000 Penalty: 3933.917236
	Iteration 11Q: 3 clusters Score -320956.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -320984.156250 Penalty: 3933.917236
	Iteration 12Q: 3 clusters Score -320984.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -321012.062500 Penalty: 3933.917236
	Iteration 13Q: 3 clusters Score -321012.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -321035.375000 Penalty: 3933.917236
	Iteration 14Q: 3 clusters Score -321035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -321051.937500 Penalty: 3933.917236
	Iteration 15Q: 3 clusters Score -321051.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321060.187500 Penalty: 3933.917236
	Iteration 16Q: 3 clusters Score -321060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -321071.625000 Penalty: 3933.917236
	Iteration 17Q: 3 clusters Score -321071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -321082.875000 Penalty: 3933.917236
	Iteration 18Q: 3 clusters Score -321082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -321087.625000 Penalty: 3933.917236
	Iteration 19Q: 3 clusters Score -321087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -321092.625000 Penalty: 3933.917236
	Iteration 20F: 3 clusters Score -321092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -321096.375000 Penalty: 3933.917236
	Iteration 21Q: 3 clusters Score -321096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -321101.312500 Penalty: 3933.917236
	Iteration 22Q: 3 clusters Score -321101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -321110.000000 Penalty: 3933.917236
	Iteration 23Q: 3 clusters Score -321110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -321120.468750 Penalty: 3933.917236
	Iteration 24Q: 3 clusters Score -321120.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -321127.531250 Penalty: 3933.917236
	Iteration 25Q: 3 clusters Score -321127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -321132.562500 Penalty: 3933.917236
	Iteration 26Q: 3 clusters Score -321132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -321139.750000 Penalty: 3933.917236
	Iteration 27Q: 3 clusters Score -321139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -321145.218750 Penalty: 3933.917236
	Iteration 28Q: 3 clusters Score -321145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -321148.312500 Penalty: 3933.917236
	Iteration 29Q: 3 clusters Score -321148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321149.968750 Penalty: 3933.917236
	Iteration 30Q: 3 clusters Score -321150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321150.781250 Penalty: 3933.917236
	Iteration 31Q: 3 clusters Score -321150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -321152.187500 Penalty: 3933.917236
	Iteration 32Q: 3 clusters Score -321152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -321152.312500 Penalty: 3933.917236
	Iteration 33Q: 3 clusters Score -321152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -321155.500000 Penalty: 3933.917236
	Iteration 34Q: 3 clusters Score -321155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -321158.968750 Penalty: 3933.917236
	Iteration 35Q: 3 clusters Score -321159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -321161.250000 Penalty: 3933.917236
	Iteration 36Q: 3 clusters Score -321161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -321164.281250 Penalty: 3933.917236
	Iteration 37Q: 3 clusters Score -321164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -321166.312500 Penalty: 3933.917236
	Iteration 38Q: 3 clusters Score -321166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -321168.750000 Penalty: 3933.917236
	Iteration 39Q: 3 clusters Score -321168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -321171.937500 Penalty: 3933.917236
	Iteration 40F: 3 clusters Score -321171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -321173.437500 Penalty: 3933.917236
	Iteration 41Q: 3 clusters Score -321173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -321175.812500 Penalty: 3933.917236
	Iteration 42Q: 3 clusters Score -321175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -321177.781250 Penalty: 3933.917236
	Iteration 43Q: 3 clusters Score -321177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -321178.687500 Penalty: 3933.917236
	Iteration 44Q: 3 clusters Score -321178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -321179.562500 Penalty: 3933.917236
	Iteration 45Q: 3 clusters Score -321179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -321179.562500 Penalty: 3933.917236
	Iteration 46F: 3 clusters Score -321179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1629872.250000 Penalty: 2379.371826
	Iteration 0F: 2 clusters Score -1629872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1619177.625000 Penalty: 4758.743652
	Iteration 0F: 3 clusters Score -1619178 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1622734.250000 Penalty: 4758.743652
	Iteration 1F: 3 clusters Score -1622734 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1623291.750000 Penalty: 4758.743652
	Iteration 2F: 3 clusters Score -1623292 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1623995.125000 Penalty: 4758.743652
	Iteration 3F: 3 clusters Score -1623995 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1624787.000000 Penalty: 4758.743652
	Iteration 4F: 3 clusters Score -1624787 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1625607.375000 Penalty: 4758.743652
	Iteration 5F: 3 clusters Score -1625607 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1626431.625000 Penalty: 4758.743652
	Iteration 6F: 3 clusters Score -1626432 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1627174.000000 Penalty: 4758.743652
	Iteration 7F: 3 clusters Score -1627174 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1627741.750000 Penalty: 4758.743652
	Iteration 8F: 3 clusters Score -1627742 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1628173.500000 Penalty: 4758.743652
	Iteration 9Q: 3 clusters Score -1628174 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1628483.750000 Penalty: 4758.743652
	Iteration 10Q: 3 clusters Score -1628484 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1628686.875000 Penalty: 4758.743652
	Iteration 11Q: 3 clusters Score -1628687 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1628825.875000 Penalty: 4758.743652
	Iteration 12Q: 3 clusters Score -1628826 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1628916.875000 Penalty: 4758.743652
	Iteration 13Q: 3 clusters Score -1628917 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1628980.875000 Penalty: 4758.743652
	Iteration 14Q: 3 clusters Score -1628981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1629027.125000 Penalty: 4758.743652
	Iteration 15Q: 3 clusters Score -1629027 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1629070.625000 Penalty: 4758.743652
	Iteration 16Q: 3 clusters Score -1629071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1629095.875000 Penalty: 4758.743652
	Iteration 17Q: 3 clusters Score -1629096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1629119.000000 Penalty: 4758.743652
	Iteration 18Q: 3 clusters Score -1629119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1629146.875000 Penalty: 4758.743652
	Iteration 19Q: 3 clusters Score -1629147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1629170.875000 Penalty: 4758.743652
	Iteration 20F: 3 clusters Score -1629171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1629186.000000 Penalty: 4758.743652
	Iteration 21Q: 3 clusters Score -1629186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1629204.500000 Penalty: 4758.743652
	Iteration 22Q: 3 clusters Score -1629204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1629211.125000 Penalty: 4758.743652
	Iteration 23Q: 3 clusters Score -1629211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1629220.125000 Penalty: 4758.743652
	Iteration 24Q: 3 clusters Score -1629220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1629221.625000 Penalty: 4758.743652
	Iteration 25Q: 3 clusters Score -1629222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1629223.625000 Penalty: 4758.743652
	Iteration 26Q: 3 clusters Score -1629224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1629227.375000 Penalty: 4758.743652
	Iteration 27Q: 3 clusters Score -1629227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1629232.750000 Penalty: 4758.743652
	Iteration 28Q: 3 clusters Score -1629233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1629236.500000 Penalty: 4758.743652
	Iteration 29Q: 3 clusters Score -1629236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1629238.750000 Penalty: 4758.743652
	Iteration 30Q: 3 clusters Score -1629239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1629238.875000 Penalty: 4758.743652
	Iteration 31Q: 3 clusters Score -1629239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1629239.125000 Penalty: 4758.743652
	Iteration 32Q: 3 clusters Score -1629239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1629243.625000 Penalty: 4758.743652
	Iteration 33Q: 3 clusters Score -1629244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1629248.875000 Penalty: 4758.743652
	Iteration 34Q: 3 clusters Score -1629249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1629248.375000 Penalty: 4758.743652
	Iteration 35Q: 3 clusters Score -1629248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1629248.250000 Penalty: 4758.743652
	Iteration 36Q: 3 clusters Score -1629248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1629246.375000 Penalty: 4758.743652
	Iteration 37Q: 3 clusters Score -1629246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1629246.125000 Penalty: 4758.743652
	Iteration 38Q: 3 clusters Score -1629246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1629246.125000 Penalty: 4758.743652
	Iteration 39F: 3 clusters Score -1629246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -739035.812500 Penalty: 2170.444092
	Iteration 0F: 2 clusters Score -739035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -733613.062500 Penalty: 4340.888184
	Iteration 0F: 3 clusters Score -733613.1 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -735007.875000 Penalty: 4340.888184
	Iteration 1F: 3 clusters Score -735007.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -735302.875000 Penalty: 4340.888184
	Iteration 2F: 3 clusters Score -735302.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -735514.812500 Penalty: 4340.888184
	Iteration 3F: 3 clusters Score -735514.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -735676.937500 Penalty: 4340.888184
	Iteration 4Q: 3 clusters Score -735676.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -735805.500000 Penalty: 4340.888184
	Iteration 5Q: 3 clusters Score -735805.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -735931.375000 Penalty: 4340.888184
	Iteration 6Q: 3 clusters Score -735931.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -736042.187500 Penalty: 4340.888184
	Iteration 7Q: 3 clusters Score -736042.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -736171.625000 Penalty: 4340.888184
	Iteration 8Q: 3 clusters Score -736171.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -736333.750000 Penalty: 4340.888184
	Iteration 9Q: 3 clusters Score -736333.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -736520.812500 Penalty: 4340.888184
	Iteration 10Q: 3 clusters Score -736520.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -736675.750000 Penalty: 4340.888184
	Iteration 11Q: 3 clusters Score -736675.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -736838.875000 Penalty: 4340.888184
	Iteration 12Q: 3 clusters Score -736838.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -736994.875000 Penalty: 4340.888184
	Iteration 13Q: 3 clusters Score -736994.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -737146.437500 Penalty: 4340.888184
	Iteration 14Q: 3 clusters Score -737146.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -737273.250000 Penalty: 4340.888184
	Iteration 15Q: 3 clusters Score -737273.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -737376.500000 Penalty: 4340.888184
	Iteration 16Q: 3 clusters Score -737376.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -737451.062500 Penalty: 4340.888184
	Iteration 17Q: 3 clusters Score -737451.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -737506.187500 Penalty: 4340.888184
	Iteration 18Q: 3 clusters Score -737506.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -737551.312500 Penalty: 4340.888184
	Iteration 19Q: 3 clusters Score -737551.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -737603.187500 Penalty: 4340.888184
	Iteration 20F: 3 clusters Score -737603.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -737641.250000 Penalty: 4340.888184
	Iteration 21Q: 3 clusters Score -737641.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -737680.750000 Penalty: 4340.888184
	Iteration 22Q: 3 clusters Score -737680.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -737710.437500 Penalty: 4340.888184
	Iteration 23Q: 3 clusters Score -737710.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -737737.750000 Penalty: 4340.888184
	Iteration 24Q: 3 clusters Score -737737.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -737755.937500 Penalty: 4340.888184
	Iteration 25Q: 3 clusters Score -737755.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -737770.312500 Penalty: 4340.888184
	Iteration 26Q: 3 clusters Score -737770.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -737783.187500 Penalty: 4340.888184
	Iteration 27Q: 3 clusters Score -737783.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -737794.250000 Penalty: 4340.888184
	Iteration 28Q: 3 clusters Score -737794.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -737805.812500 Penalty: 4340.888184
	Iteration 29Q: 3 clusters Score -737805.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -737818.437500 Penalty: 4340.888184
	Iteration 30Q: 3 clusters Score -737818.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -737827.375000 Penalty: 4340.888184
	Iteration 31Q: 3 clusters Score -737827.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -737837.437500 Penalty: 4340.888184
	Iteration 32Q: 3 clusters Score -737837.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -737841.375000 Penalty: 4340.888184
	Iteration 33Q: 3 clusters Score -737841.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -737849.250000 Penalty: 4340.888184
	Iteration 34Q: 3 clusters Score -737849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -737858.562500 Penalty: 4340.888184
	Iteration 35Q: 3 clusters Score -737858.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -737868.187500 Penalty: 4340.888184
	Iteration 36Q: 3 clusters Score -737868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -737876.812500 Penalty: 4340.888184
	Iteration 37Q: 3 clusters Score -737876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -737882.687500 Penalty: 4340.888184
	Iteration 38Q: 3 clusters Score -737882.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -737885.625000 Penalty: 4340.888184
	Iteration 39Q: 3 clusters Score -737885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -737888.000000 Penalty: 4340.888184
	Iteration 40F: 3 clusters Score -737888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -737891.687500 Penalty: 4340.888184
	Iteration 41Q: 3 clusters Score -737891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -737894.375000 Penalty: 4340.888184
	Iteration 42Q: 3 clusters Score -737894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -737899.250000 Penalty: 4340.888184
	Iteration 43Q: 3 clusters Score -737899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -737898.125000 Penalty: 4340.888184
	Iteration 44Q: 3 clusters Score -737898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -737899.250000 Penalty: 4340.888184
	Iteration 45Q: 3 clusters Score -737899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -737899.500000 Penalty: 4340.888184
	Iteration 46Q: 3 clusters Score -737899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -737899.500000 Penalty: 4340.888184
	Iteration 47F: 3 clusters Score -737899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 3 contains 66946 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 13 contains 3623 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 77528 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3719 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 14950 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8483 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14680 members 
Mstep: Class 33 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031328.000000 Penalty: 105424.328125
Iteration 119Q: 34 clusters Score -4.503133e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 3 contains 66919 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 15592 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 14 contains 71158 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77524 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 3615 members 
Mstep: Class 25 contains 14953 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14661 members 
Mstep: Class 33 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031392.000000 Penalty: 105424.328125
Iteration 120F: 34 clusters Score -4.503139e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6992 members 
Mstep: Class 3 contains 66891 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77522 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 14954 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14642 members 
Mstep: Class 33 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031576.000000 Penalty: 105424.328125
Iteration 121Q: 34 clusters Score -4.503158e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 6997 members 
Mstep: Class 3 contains 66851 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 15601 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 14 contains 71158 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77519 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3719 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 14956 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031772.000000 Penalty: 105424.328125
Iteration 122Q: 34 clusters Score -4.503177e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 66820 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 15599 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 71153 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77518 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14956 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8485 members 
Mstep: Class 30 contains 3398 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14614 members 
Mstep: Class 33 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031964.000000 Penalty: 105424.328125
Iteration 123Q: 34 clusters Score -4.503196e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 66794 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 15592 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 71151 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 77514 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3610 members 
Mstep: Class 25 contains 14958 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8486 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 14584 members 
Mstep: Class 33 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032084.000000 Penalty: 105424.328125
Iteration 124Q: 34 clusters Score -4.503208e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 66766 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 15580 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 71149 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 77514 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3719 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3610 members 
Mstep: Class 25 contains 14958 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8485 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14543 members 
Mstep: Class 33 contains 6335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032108.000000 Penalty: 105424.328125
Iteration 125Q: 34 clusters Score -4.503211e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 66738 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 15571 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 71140 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 5070 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 77513 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3608 members 
Mstep: Class 25 contains 14956 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 13943 members 
Mstep: Class 29 contains 8491 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14513 members 
Mstep: Class 33 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032136.000000 Penalty: 105424.328125
Iteration 126Q: 34 clusters Score -4.503214e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 66717 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 5152 members 
Mstep: Class 11 contains 6733 members 
Mstep: Class 12 contains 15564 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 71132 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 5070 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 77510 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14954 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14468 members 
Mstep: Class 33 contains 6341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032252.000000 Penalty: 105424.328125
Iteration 127Q: 34 clusters Score -4.503225e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 66694 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 15561 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 77508 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3721 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14425 members 
Mstep: Class 33 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032280.000000 Penalty: 105424.328125
Iteration 128Q: 34 clusters Score -4.503228e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 66683 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 15552 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 71124 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77507 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3723 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 3600 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8497 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 14370 members 
Mstep: Class 33 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032284.000000 Penalty: 105424.328125
Iteration 129Q: 34 clusters Score -4.503228e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 66675 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 15541 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 71121 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77503 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 3597 members 
Mstep: Class 25 contains 14959 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 14314 members 
Mstep: Class 33 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032268.000000 Penalty: 105424.328125
Iteration 130Q: 34 clusters Score -4.503227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 66662 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 15534 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 71121 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77502 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 3596 members 
Mstep: Class 25 contains 14959 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8500 members 
Mstep: Class 30 contains 3413 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 14273 members 
Mstep: Class 33 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032408.000000 Penalty: 105424.328125
Iteration 131Q: 34 clusters Score -4.503241e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 66642 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 15525 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 71124 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77503 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 3594 members 
Mstep: Class 25 contains 14957 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8497 members 
Mstep: Class 30 contains 3413 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 14242 members 
Mstep: Class 33 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032488.000000 Penalty: 105424.328125
Iteration 132Q: 34 clusters Score -4.503249e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 66616 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 15518 members 
Mstep: Class 13 contains 3737 members 
Mstep: Class 14 contains 71123 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77499 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 3594 members 
Mstep: Class 25 contains 14957 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14222 members 
Mstep: Class 33 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032436.000000 Penalty: 105424.328125
Iteration 133Q: 34 clusters Score -4.503244e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 66592 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 5152 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 71123 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77495 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 3594 members 
Mstep: Class 25 contains 14958 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14208 members 
Mstep: Class 33 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032452.000000 Penalty: 105424.328125
Iteration 134Q: 34 clusters Score -4.503245e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 66574 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 15497 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 71117 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77494 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 14960 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8507 members 
Mstep: Class 30 contains 3415 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 14196 members 
Mstep: Class 33 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032464.000000 Penalty: 105424.328125
Iteration 135Q: 34 clusters Score -4.503246e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 66565 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 71110 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77492 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 3591 members 
Mstep: Class 25 contains 14959 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 3417 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14173 members 
Mstep: Class 33 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032432.000000 Penalty: 105424.328125
Iteration 136Q: 34 clusters Score -4.503243e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 66549 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 15471 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 71101 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77489 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 14958 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 3419 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14158 members 
Mstep: Class 33 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032540.000000 Penalty: 105424.328125
Iteration 137Q: 34 clusters Score -4.503254e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 66529 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7361 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 71087 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77488 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 3420 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14131 members 
Mstep: Class 33 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032652.000000 Penalty: 105424.328125
Iteration 138Q: 34 clusters Score -4.503265e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 66506 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 5156 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 15424 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 71058 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77487 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 14952 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 3420 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 14095 members 
Mstep: Class 33 contains 6363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032960.000000 Penalty: 105424.328125
Iteration 139Q: 34 clusters Score -4.503296e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 66491 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 15379 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 71023 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77487 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 14947 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8510 members 
Mstep: Class 30 contains 3422 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 14060 members 
Mstep: Class 33 contains 6364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033448.000000 Penalty: 105424.328125
Iteration 140F: 34 clusters Score -4.503345e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7177 members 
Mstep: Class 3 contains 66483 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 70965 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77485 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 14948 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8511 members 
Mstep: Class 30 contains 3423 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 14010 members 
Mstep: Class 33 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034060.000000 Penalty: 105424.328125
Iteration 141Q: 34 clusters Score -4.503406e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 66472 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 7662 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 70908 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77483 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 14949 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8511 members 
Mstep: Class 30 contains 3427 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13955 members 
Mstep: Class 33 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034260.000000 Penalty: 105424.328125
Iteration 142Q: 34 clusters Score -4.503426e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7192 members 
Mstep: Class 3 contains 66472 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3095 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7722 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 70890 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77482 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8512 members 
Mstep: Class 30 contains 3430 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13893 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034344.000000 Penalty: 105424.328125
Iteration 143Q: 34 clusters Score -4.503434e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 66481 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 70877 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77480 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 3598 members 
Mstep: Class 25 contains 14941 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8513 members 
Mstep: Class 30 contains 3433 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13839 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034436.000000 Penalty: 105424.328125
Iteration 144Q: 34 clusters Score -4.503444e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 66476 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7809 members 
Mstep: Class 12 contains 14903 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 70852 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77479 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 3601 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8514 members 
Mstep: Class 30 contains 3436 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13789 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034536.000000 Penalty: 105424.328125
Iteration 145Q: 34 clusters Score -4.503454e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 3 contains 66471 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 14835 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 70844 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77476 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8513 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13750 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034628.000000 Penalty: 105424.328125
Iteration 146Q: 34 clusters Score -4.503463e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 66482 members 
Mstep: Class 4 contains 2673 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 7868 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 70824 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 5065 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77473 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8513 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13705 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034608.000000 Penalty: 105424.328125
Iteration 147Q: 34 clusters Score -4.503461e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 66499 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 14724 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 70800 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77473 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8514 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13664 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034692.000000 Penalty: 105424.328125
Iteration 148Q: 34 clusters Score -4.503469e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 66520 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 14668 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77472 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8513 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13625 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034688.000000 Penalty: 105424.328125
Iteration 149Q: 34 clusters Score -4.503469e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 70779 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77473 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8515 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13592 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034736.000000 Penalty: 105424.328125
Iteration 150Q: 34 clusters Score -4.503474e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 66523 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 14592 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 70777 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77473 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8517 members 
Mstep: Class 30 contains 3442 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13575 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034784.000000 Penalty: 105424.328125
Iteration 151Q: 34 clusters Score -4.503478e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 11390 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70774 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77472 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8518 members 
Mstep: Class 30 contains 3443 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13561 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034924.000000 Penalty: 105424.328125
Iteration 152Q: 34 clusters Score -4.503492e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 11388 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70763 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77471 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 3444 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13547 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034876.000000 Penalty: 105424.328125
Iteration 153Q: 34 clusters Score -4.503488e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 11385 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 14479 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70761 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77471 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13539 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034904.000000 Penalty: 105424.328125
Iteration 154Q: 34 clusters Score -4.50349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 66529 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70750 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77471 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8522 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13528 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034880.000000 Penalty: 105424.328125
Iteration 155Q: 34 clusters Score -4.503488e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 66531 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 11384 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70739 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77471 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13517 members 
Mstep: Class 33 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034884.000000 Penalty: 105424.328125
Iteration 156Q: 34 clusters Score -4.503488e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 66536 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 11382 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 14392 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70724 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77471 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14935 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13507 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034940.000000 Penalty: 105424.328125
Iteration 157Q: 34 clusters Score -4.503494e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 66541 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 7 contains 11380 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 14379 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70717 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77469 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 14937 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034964.000000 Penalty: 105424.328125
Iteration 158Q: 34 clusters Score -4.503496e+07 nChanged 64
Entering ConstructFrom: 
Score: -45034964.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Entering Unmasked Estep 
Score: -1316090.750000 Penalty: 2312.756592
	Iteration 0F: 2 clusters Score -1316091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1307639.875000 Penalty: 4625.513184
	Iteration 0F: 3 clusters Score -1307640 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1310148.750000 Penalty: 4625.513184
	Iteration 1F: 3 clusters Score -1310149 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1310563.875000 Penalty: 4625.513184
	Iteration 2F: 3 clusters Score -1310564 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1310932.250000 Penalty: 4625.513184
	Iteration 3F: 3 clusters Score -1310932 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1311283.000000 Penalty: 4625.513184
	Iteration 4F: 3 clusters Score -1311283 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1311582.625000 Penalty: 4625.513184
	Iteration 5F: 3 clusters Score -1311583 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1311853.750000 Penalty: 4625.513184
	Iteration 6Q: 3 clusters Score -1311854 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1312110.750000 Penalty: 4625.513184
	Iteration 7Q: 3 clusters Score -1312111 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1312394.625000 Penalty: 4625.513184
	Iteration 8Q: 3 clusters Score -1312395 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1312711.000000 Penalty: 4625.513184
	Iteration 9Q: 3 clusters Score -1312711 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1313089.375000 Penalty: 4625.513184
	Iteration 10Q: 3 clusters Score -1313089 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1313492.875000 Penalty: 4625.513184
	Iteration 11Q: 3 clusters Score -1313493 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1313871.750000 Penalty: 4625.513184
	Iteration 12Q: 3 clusters Score -1313872 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1314190.625000 Penalty: 4625.513184
	Iteration 13Q: 3 clusters Score -1314191 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1314424.000000 Penalty: 4625.513184
	Iteration 14Q: 3 clusters Score -1314424 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1314586.250000 Penalty: 4625.513184
	Iteration 15Q: 3 clusters Score -1314586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1314702.375000 Penalty: 4625.513184
	Iteration 16Q: 3 clusters Score -1314702 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1314783.625000 Penalty: 4625.513184
	Iteration 17Q: 3 clusters Score -1314784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1314827.875000 Penalty: 4625.513184
	Iteration 18Q: 3 clusters Score -1314828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1314862.125000 Penalty: 4625.513184
	Iteration 19Q: 3 clusters Score -1314862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1314901.125000 Penalty: 4625.513184
	Iteration 20F: 3 clusters Score -1314901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1314925.500000 Penalty: 4625.513184
	Iteration 21Q: 3 clusters Score -1314926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1314941.000000 Penalty: 4625.513184
	Iteration 22Q: 3 clusters Score -1314941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1314947.625000 Penalty: 4625.513184
	Iteration 23Q: 3 clusters Score -1314948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1314955.250000 Penalty: 4625.513184
	Iteration 24Q: 3 clusters Score -1314955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1314962.000000 Penalty: 4625.513184
	Iteration 25Q: 3 clusters Score -1314962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1314967.000000 Penalty: 4625.513184
	Iteration 26Q: 3 clusters Score -1314967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1314969.750000 Penalty: 4625.513184
	Iteration 27Q: 3 clusters Score -1314970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1314970.375000 Penalty: 4625.513184
	Iteration 28Q: 3 clusters Score -1314970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1314972.125000 Penalty: 4625.513184
	Iteration 29Q: 3 clusters Score -1314972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1314971.875000 Penalty: 4625.513184
	Iteration 30Q: 3 clusters Score -1314972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1314971.875000 Penalty: 4625.513184
	Iteration 31F: 3 clusters Score -1314972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -880607.500000 Penalty: 2209.925781
	Iteration 0F: 2 clusters Score -880607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -874485.750000 Penalty: 4419.851562
	Iteration 0F: 3 clusters Score -874485.8 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -876226.562500 Penalty: 4419.851562
	Iteration 1F: 3 clusters Score -876226.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -876466.250000 Penalty: 4419.851562
	Iteration 2F: 3 clusters Score -876466.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -876642.250000 Penalty: 4419.851562
	Iteration 3Q: 3 clusters Score -876642.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -876760.375000 Penalty: 4419.851562
	Iteration 4Q: 3 clusters Score -876760.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -876865.562500 Penalty: 4419.851562
	Iteration 5Q: 3 clusters Score -876865.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -876973.125000 Penalty: 4419.851562
	Iteration 6Q: 3 clusters Score -876973.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -877077.000000 Penalty: 4419.851562
	Iteration 7Q: 3 clusters Score -877077 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -877183.625000 Penalty: 4419.851562
	Iteration 8Q: 3 clusters Score -877183.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -877300.375000 Penalty: 4419.851562
	Iteration 9Q: 3 clusters Score -877300.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -877410.187500 Penalty: 4419.851562
	Iteration 10Q: 3 clusters Score -877410.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -877517.625000 Penalty: 4419.851562
	Iteration 11Q: 3 clusters Score -877517.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -877610.125000 Penalty: 4419.851562
	Iteration 12Q: 3 clusters Score -877610.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -877705.250000 Penalty: 4419.851562
	Iteration 13Q: 3 clusters Score -877705.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -877788.500000 Penalty: 4419.851562
	Iteration 14Q: 3 clusters Score -877788.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -877852.062500 Penalty: 4419.851562
	Iteration 15Q: 3 clusters Score -877852.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -877924.500000 Penalty: 4419.851562
	Iteration 16Q: 3 clusters Score -877924.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -877988.562500 Penalty: 4419.851562
	Iteration 17Q: 3 clusters Score -877988.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -878054.875000 Penalty: 4419.851562
	Iteration 18Q: 3 clusters Score -878054.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -878125.375000 Penalty: 4419.851562
	Iteration 19Q: 3 clusters Score -878125.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -878173.375000 Penalty: 4419.851562
	Iteration 20F: 3 clusters Score -878173.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -878225.500000 Penalty: 4419.851562
	Iteration 21Q: 3 clusters Score -878225.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -878279.312500 Penalty: 4419.851562
	Iteration 22Q: 3 clusters Score -878279.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -878324.000000 Penalty: 4419.851562
	Iteration 23Q: 3 clusters Score -878324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -878356.937500 Penalty: 4419.851562
	Iteration 24Q: 3 clusters Score -878356.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -878386.625000 Penalty: 4419.851562
	Iteration 25Q: 3 clusters Score -878386.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -878412.312500 Penalty: 4419.851562
	Iteration 26Q: 3 clusters Score -878412.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -878437.062500 Penalty: 4419.851562
	Iteration 27Q: 3 clusters Score -878437.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -878454.750000 Penalty: 4419.851562
	Iteration 28Q: 3 clusters Score -878454.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -878473.250000 Penalty: 4419.851562
	Iteration 29Q: 3 clusters Score -878473.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -878491.187500 Penalty: 4419.851562
	Iteration 30Q: 3 clusters Score -878491.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -878516.062500 Penalty: 4419.851562
	Iteration 31Q: 3 clusters Score -878516.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -878537.187500 Penalty: 4419.851562
	Iteration 32Q: 3 clusters Score -878537.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -878563.125000 Penalty: 4419.851562
	Iteration 33Q: 3 clusters Score -878563.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -878585.937500 Penalty: 4419.851562
	Iteration 34Q: 3 clusters Score -878585.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -878608.000000 Penalty: 4419.851562
	Iteration 35Q: 3 clusters Score -878608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -878624.687500 Penalty: 4419.851562
	Iteration 36Q: 3 clusters Score -878624.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -878644.125000 Penalty: 4419.851562
	Iteration 37Q: 3 clusters Score -878644.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -878663.125000 Penalty: 4419.851562
	Iteration 38Q: 3 clusters Score -878663.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -878680.937500 Penalty: 4419.851562
	Iteration 39Q: 3 clusters Score -878680.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -878689.000000 Penalty: 4419.851562
	Iteration 40F: 3 clusters Score -878689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -878694.812500 Penalty: 4419.851562
	Iteration 41Q: 3 clusters Score -878694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -878698.500000 Penalty: 4419.851562
	Iteration 42Q: 3 clusters Score -878698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -878700.812500 Penalty: 4419.851562
	Iteration 43Q: 3 clusters Score -878700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -878706.812500 Penalty: 4419.851562
	Iteration 44Q: 3 clusters Score -878706.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -878711.000000 Penalty: 4419.851562
	Iteration 45Q: 3 clusters Score -878711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -878712.000000 Penalty: 4419.851562
	Iteration 46Q: 3 clusters Score -878712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -878714.187500 Penalty: 4419.851562
	Iteration 47Q: 3 clusters Score -878714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -878718.812500 Penalty: 4419.851562
	Iteration 48Q: 3 clusters Score -878718.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -878726.437500 Penalty: 4419.851562
	Iteration 49Q: 3 clusters Score -878726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -878731.000000 Penalty: 4419.851562
	Iteration 50Q: 3 clusters Score -878731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -878734.500000 Penalty: 4419.851562
	Iteration 51Q: 3 clusters Score -878734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -878736.312500 Penalty: 4419.851562
	Iteration 52Q: 3 clusters Score -878736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -878736.937500 Penalty: 4419.851562
	Iteration 53Q: 3 clusters Score -878736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -878739.937500 Penalty: 4419.851562
	Iteration 54Q: 3 clusters Score -878739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -878741.500000 Penalty: 4419.851562
	Iteration 55Q: 3 clusters Score -878741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -878742.875000 Penalty: 4419.851562
	Iteration 56Q: 3 clusters Score -878742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -878744.875000 Penalty: 4419.851562
	Iteration 57Q: 3 clusters Score -878744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -878746.812500 Penalty: 4419.851562
	Iteration 58Q: 3 clusters Score -878746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -878747.875000 Penalty: 4419.851562
	Iteration 59Q: 3 clusters Score -878747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -878749.437500 Penalty: 4419.851562
	Iteration 60F: 3 clusters Score -878749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -878749.062500 Penalty: 4419.851562
	Iteration 61Q: 3 clusters Score -878749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -878749.812500 Penalty: 4419.851562
	Iteration 62Q: 3 clusters Score -878749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -878750.687500 Penalty: 4419.851562
	Iteration 63Q: 3 clusters Score -878750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -878751.750000 Penalty: 4419.851562
	Iteration 64Q: 3 clusters Score -878751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -878751.812500 Penalty: 4419.851562
	Iteration 65Q: 3 clusters Score -878751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -878751.812500 Penalty: 4419.851562
	Iteration 66F: 3 clusters Score -878751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Entering Unmasked Estep 
Score: -7935620.500000 Penalty: 2754.200928
	Iteration 0F: 2 clusters Score -7935620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -7890993.500000 Penalty: 5508.401855
	Iteration 0F: 3 clusters Score -7890994 nChanged 31097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -7908652.500000 Penalty: 5508.401855
	Iteration 1F: 3 clusters Score -7908652 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -7909250.500000 Penalty: 5508.401855
	Iteration 2Q: 3 clusters Score -7909250 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -7909991.000000 Penalty: 5508.401855
	Iteration 3Q: 3 clusters Score -7909991 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -7910943.500000 Penalty: 5508.401855
	Iteration 4Q: 3 clusters Score -7910944 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7912143.500000 Penalty: 5508.401855
	Iteration 5Q: 3 clusters Score -7912144 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7913602.000000 Penalty: 5508.401855
	Iteration 6Q: 3 clusters Score -7913602 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7915548.500000 Penalty: 5508.401855
	Iteration 7F: 3 clusters Score -7915548 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -7917981.500000 Penalty: 5508.401855
	Iteration 8F: 3 clusters Score -7917982 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -7920799.000000 Penalty: 5508.401855
	Iteration 9F: 3 clusters Score -7920799 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -7923646.000000 Penalty: 5508.401855
	Iteration 10F: 3 clusters Score -7923646 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -7925617.000000 Penalty: 5508.401855
	Iteration 11Q: 3 clusters Score -7925617 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -7926758.500000 Penalty: 5508.401855
	Iteration 12Q: 3 clusters Score -7926758 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -7927347.000000 Penalty: 5508.401855
	Iteration 13Q: 3 clusters Score -7927347 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -7927895.000000 Penalty: 5508.401855
	Iteration 14Q: 3 clusters Score -7927895 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -7928375.000000 Penalty: 5508.401855
	Iteration 15Q: 3 clusters Score -7928375 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -7928734.000000 Penalty: 5508.401855
	Iteration 16Q: 3 clusters Score -7928734 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -7929115.000000 Penalty: 5508.401855
	Iteration 17Q: 3 clusters Score -7929115 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7929369.000000 Penalty: 5508.401855
	Iteration 18Q: 3 clusters Score -7929369 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -7929654.000000 Penalty: 5508.401855
	Iteration 19Q: 3 clusters Score -7929654 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -7929918.500000 Penalty: 5508.401855
	Iteration 20F: 3 clusters Score -7929918 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -7930177.500000 Penalty: 5508.401855
	Iteration 21Q: 3 clusters Score -7930178 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -7930478.000000 Penalty: 5508.401855
	Iteration 22Q: 3 clusters Score -7930478 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7930774.500000 Penalty: 5508.401855
	Iteration 23Q: 3 clusters Score -7930774 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7931050.000000 Penalty: 5508.401855
	Iteration 24Q: 3 clusters Score -7931050 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7931309.000000 Penalty: 5508.401855
	Iteration 25Q: 3 clusters Score -7931309 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -7931604.000000 Penalty: 5508.401855
	Iteration 26Q: 3 clusters Score -7931604 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -7931851.000000 Penalty: 5508.401855
	Iteration 27Q: 3 clusters Score -7931851 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -7932141.000000 Penalty: 5508.401855
	Iteration 28Q: 3 clusters Score -7932141 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7932411.500000 Penalty: 5508.401855
	Iteration 29Q: 3 clusters Score -7932412 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -7932719.500000 Penalty: 5508.401855
	Iteration 30Q: 3 clusters Score -7932720 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -7932927.000000 Penalty: 5508.401855
	Iteration 31Q: 3 clusters Score -7932927 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -7933130.000000 Penalty: 5508.401855
	Iteration 32Q: 3 clusters Score -7933130 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -7933349.000000 Penalty: 5508.401855
	Iteration 33Q: 3 clusters Score -7933349 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7933514.000000 Penalty: 5508.401855
	Iteration 34Q: 3 clusters Score -7933514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7933652.000000 Penalty: 5508.401855
	Iteration 35Q: 3 clusters Score -7933652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -7933755.500000 Penalty: 5508.401855
	Iteration 36Q: 3 clusters Score -7933756 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -7933826.000000 Penalty: 5508.401855
	Iteration 37Q: 3 clusters Score -7933826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -7933896.500000 Penalty: 5508.401855
	Iteration 38Q: 3 clusters Score -7933896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -7933932.500000 Penalty: 5508.401855
	Iteration 39Q: 3 clusters Score -7933932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7933979.000000 Penalty: 5508.401855
	Iteration 40F: 3 clusters Score -7933979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7934022.500000 Penalty: 5508.401855
	Iteration 41Q: 3 clusters Score -7934022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -7934061.000000 Penalty: 5508.401855
	Iteration 42Q: 3 clusters Score -7934061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -7934093.000000 Penalty: 5508.401855
	Iteration 43Q: 3 clusters Score -7934093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -7934152.500000 Penalty: 5508.401855
	Iteration 44Q: 3 clusters Score -7934152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -7934192.000000 Penalty: 5508.401855
	Iteration 45Q: 3 clusters Score -7934192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -7934230.500000 Penalty: 5508.401855
	Iteration 46Q: 3 clusters Score -7934230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -7934260.000000 Penalty: 5508.401855
	Iteration 47Q: 3 clusters Score -7934260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -7934280.500000 Penalty: 5508.401855
	Iteration 48Q: 3 clusters Score -7934280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -7934313.000000 Penalty: 5508.401855
	Iteration 49Q: 3 clusters Score -7934313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -7934328.000000 Penalty: 5508.401855
	Iteration 50Q: 3 clusters Score -7934328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -7934357.000000 Penalty: 5508.401855
	Iteration 51Q: 3 clusters Score -7934357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -7934364.000000 Penalty: 5508.401855
	Iteration 52Q: 3 clusters Score -7934364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -7934385.000000 Penalty: 5508.401855
	Iteration 53Q: 3 clusters Score -7934385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -7934389.000000 Penalty: 5508.401855
	Iteration 54Q: 3 clusters Score -7934389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -7934402.500000 Penalty: 5508.401855
	Iteration 55Q: 3 clusters Score -7934402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -7934400.500000 Penalty: 5508.401855
	Iteration 56Q: 3 clusters Score -7934400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -7934402.000000 Penalty: 5508.401855
	Iteration 57Q: 3 clusters Score -7934402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -7934402.500000 Penalty: 5508.401855
	Iteration 58Q: 3 clusters Score -7934402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -7934402.500000 Penalty: 5508.401855
	Iteration 59F: 3 clusters Score -7934402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -306723.968750 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -306724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -303676.187500 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -303676.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -304272.281250 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -304272.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304465.531250 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -304465.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -304569.562500 Penalty: 3914.656250
	Iteration 3F: 3 clusters Score -304569.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -304632.531250 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -304632.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -304695.250000 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -304695.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -304749.750000 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -304749.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -304808.093750 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -304808.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -304853.750000 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -304853.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -304890.656250 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -304890.7 nChanged 48
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: -304943.156250 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -304943.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -304985.312500 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -304985.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -305013.500000 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -305013.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -305039.218750 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -305039.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -305063.437500 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -305063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -305079.218750 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -305079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -305088.968750 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -305089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -305102.843750 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -305102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -305114.187500 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -305114.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -305131.187500 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -305131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -305141.593750 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -305141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -305147.500000 Penalty: 3914.656250
	Iteration 21Q: 3 clusters Score -305147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -305154.000000 Penalty: 3914.656250
	Iteration 22Q: 3 clusters Score -305154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -305158.750000 Penalty: 3914.656250
	Iteration 23Q: 3 clusters Score -305158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -305161.031250 Penalty: 3914.656250
	Iteration 24Q: 3 clusters Score -305161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -305163.593750 Penalty: 3914.656250
	Iteration 25Q: 3 clusters Score -305163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -305163.875000 Penalty: 3914.656250
	Iteration 26Q: 3 clusters Score -305163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -305164.218750 Penalty: 3914.656250
	Iteration 27Q: 3 clusters Score -305164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -305164.218750 Penalty: 3914.656250
	Iteration 28F: 3 clusters Score -305164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -172792.515625 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -172792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170443.187500 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -170443.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170949.406250 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -170949.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171116.578125 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -171116.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -171212.203125 Penalty: 3682.977539
	Iteration 3F: 3 clusters Score -171212.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -171281.421875 Penalty: 3682.977539
	Iteration 4Q: 3 clusters Score -171281.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -171350.953125 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -171351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -171402.734375 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -171402.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171440.218750 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -171440.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -171472.296875 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -171472.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171503.187500 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -171503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171531.453125 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -171531.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -171560.921875 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -171560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -171578.843750 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -171578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171592.421875 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -171592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -171613.921875 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -171613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -171642.171875 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -171642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171686.500000 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -171686.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171746.312500 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -171746.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -171796.656250 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -171796.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -171844.046875 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -171844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -171901.703125 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -171901.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171957.078125 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -171957.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -171995.171875 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -171995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -172023.875000 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -172023.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -172048.281250 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -172048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -172063.937500 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -172063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -172077.687500 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -172077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -172085.046875 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -172085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -172094.484375 Penalty: 3682.977539
	Iteration 28Q: 3 clusters Score -172094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -172100.000000 Penalty: 3682.977539
	Iteration 29Q: 3 clusters Score -172100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -172107.703125 Penalty: 3682.977539
	Iteration 30Q: 3 clusters Score -172107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -172111.843750 Penalty: 3682.977539
	Iteration 31Q: 3 clusters Score -172111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -172115.390625 Penalty: 3682.977539
	Iteration 32Q: 3 clusters Score -172115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -172116.062500 Penalty: 3682.977539
	Iteration 33Q: 3 clusters Score -172116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -172118.375000 Penalty: 3682.977539
	Iteration 34Q: 3 clusters Score -172118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -172120.531250 Penalty: 3682.977539
	Iteration 35Q: 3 clusters Score -172120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -172124.140625 Penalty: 3682.977539
	Iteration 36Q: 3 clusters Score -172124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -172127.906250 Penalty: 3682.977539
	Iteration 37Q: 3 clusters Score -172127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -172134.515625 Penalty: 3682.977539
	Iteration 38Q: 3 clusters Score -172134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -172141.796875 Penalty: 3682.977539
	Iteration 39Q: 3 clusters Score -172141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -172149.093750 Penalty: 3682.977539
	Iteration 40F: 3 clusters Score -172149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -172152.171875 Penalty: 3682.977539
	Iteration 41Q: 3 clusters Score -172152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -172154.468750 Penalty: 3682.977539
	Iteration 42Q: 3 clusters Score -172154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -172155.593750 Penalty: 3682.977539
	Iteration 43Q: 3 clusters Score -172155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -172157.968750 Penalty: 3682.977539
	Iteration 44Q: 3 clusters Score -172158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -172159.328125 Penalty: 3682.977539
	Iteration 45Q: 3 clusters Score -172159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -172160.625000 Penalty: 3682.977539
	Iteration 46Q: 3 clusters Score -172160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -172161.734375 Penalty: 3682.977539
	Iteration 47Q: 3 clusters Score -172161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -172164.531250 Penalty: 3682.977539
	Iteration 48Q: 3 clusters Score -172164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -172164.531250 Penalty: 3682.977539
	Iteration 49F: 3 clusters Score -172164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -186547.453125 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -186547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184189.578125 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -184189.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184603.359375 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -184603.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184704.171875 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -184704.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184755.765625 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -184755.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -184793.312500 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -184793.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184835.296875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -184835.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -184872.796875 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -184872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184900.062500 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -184900.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -184942.515625 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -184942.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184971.937500 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -184971.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -184991.781250 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -184991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185008.796875 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -185008.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185025.890625 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -185025.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185037.218750 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -185037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -185052.859375 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -185052.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -185071.000000 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -185071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185088.500000 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -185088.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185107.437500 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -185107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -185121.218750 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -185121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185129.296875 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -185129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -185137.437500 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -185137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185145.375000 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -185145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185150.953125 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -185151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -185160.062500 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -185160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185171.593750 Penalty: 3673.125732
	Iteration 24Q: 3 clusters Score -185171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -185180.125000 Penalty: 3673.125732
	Iteration 25Q: 3 clusters Score -185180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -185187.062500 Penalty: 3673.125732
	Iteration 26Q: 3 clusters Score -185187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185190.484375 Penalty: 3673.125732
	Iteration 27Q: 3 clusters Score -185190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -185198.000000 Penalty: 3673.125732
	Iteration 28Q: 3 clusters Score -185198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185203.843750 Penalty: 3673.125732
	Iteration 29Q: 3 clusters Score -185203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185207.015625 Penalty: 3673.125732
	Iteration 30Q: 3 clusters Score -185207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185208.609375 Penalty: 3673.125732
	Iteration 31Q: 3 clusters Score -185208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185210.656250 Penalty: 3673.125732
	Iteration 32Q: 3 clusters Score -185210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -185215.656250 Penalty: 3673.125732
	Iteration 33Q: 3 clusters Score -185215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -185221.125000 Penalty: 3673.125732
	Iteration 34Q: 3 clusters Score -185221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -185225.828125 Penalty: 3673.125732
	Iteration 35Q: 3 clusters Score -185225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -185230.656250 Penalty: 3673.125732
	Iteration 36Q: 3 clusters Score -185230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -185243.203125 Penalty: 3673.125732
	Iteration 37Q: 3 clusters Score -185243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -185253.734375 Penalty: 3673.125732
	Iteration 38Q: 3 clusters Score -185253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -185260.968750 Penalty: 3673.125732
	Iteration 39Q: 3 clusters Score -185261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -185266.734375 Penalty: 3673.125732
	Iteration 40F: 3 clusters Score -185266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -185275.781250 Penalty: 3673.125732
	Iteration 41Q: 3 clusters Score -185275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -185282.296875 Penalty: 3673.125732
	Iteration 42Q: 3 clusters Score -185282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -185286.609375 Penalty: 3673.125732
	Iteration 43Q: 3 clusters Score -185286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185293.609375 Penalty: 3673.125732
	Iteration 44Q: 3 clusters Score -185293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -185301.906250 Penalty: 3673.125732
	Iteration 45Q: 3 clusters Score -185301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185303.546875 Penalty: 3673.125732
	Iteration 46Q: 3 clusters Score -185303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185305.015625 Penalty: 3673.125732
	Iteration 47Q: 3 clusters Score -185305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -185307.000000 Penalty: 3673.125732
	Iteration 48Q: 3 clusters Score -185307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -185310.265625 Penalty: 3673.125732
	Iteration 49Q: 3 clusters Score -185310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185314.359375 Penalty: 3673.125732
	Iteration 50Q: 3 clusters Score -185314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -185320.937500 Penalty: 3673.125732
	Iteration 51Q: 3 clusters Score -185320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -185332.578125 Penalty: 3673.125732
	Iteration 52Q: 3 clusters Score -185332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -185345.609375 Penalty: 3673.125732
	Iteration 53Q: 3 clusters Score -185345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -185357.375000 Penalty: 3673.125732
	Iteration 54Q: 3 clusters Score -185357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185365.250000 Penalty: 3673.125732
	Iteration 55Q: 3 clusters Score -185365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185370.093750 Penalty: 3673.125732
	Iteration 56Q: 3 clusters Score -185370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185375.875000 Penalty: 3673.125732
	Iteration 57Q: 3 clusters Score -185375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185379.781250 Penalty: 3673.125732
	Iteration 58Q: 3 clusters Score -185379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -185383.593750 Penalty: 3673.125732
	Iteration 59Q: 3 clusters Score -185383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -185384.625000 Penalty: 3673.125732
	Iteration 60F: 3 clusters Score -185384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -185385.593750 Penalty: 3673.125732
	Iteration 61Q: 3 clusters Score -185385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -185385.593750 Penalty: 3673.125732
	Iteration 62F: 3 clusters Score -185385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -1379080.000000 Penalty: 2316.180176
	Iteration 0F: 2 clusters Score -1379080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1370521.375000 Penalty: 4632.360352
	Iteration 0F: 3 clusters Score -1370521 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1373055.250000 Penalty: 4632.360352
	Iteration 1F: 3 clusters Score -1373055 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1373343.000000 Penalty: 4632.360352
	Iteration 2F: 3 clusters Score -1373343 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1373528.625000 Penalty: 4632.360352
	Iteration 3Q: 3 clusters Score -1373529 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1373653.375000 Penalty: 4632.360352
	Iteration 4Q: 3 clusters Score -1373653 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1373755.625000 Penalty: 4632.360352
	Iteration 5Q: 3 clusters Score -1373756 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1373827.500000 Penalty: 4632.360352
	Iteration 6Q: 3 clusters Score -1373828 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1373884.000000 Penalty: 4632.360352
	Iteration 7Q: 3 clusters Score -1373884 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1373937.125000 Penalty: 4632.360352
	Iteration 8Q: 3 clusters Score -1373937 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1373976.500000 Penalty: 4632.360352
	Iteration 9Q: 3 clusters Score -1373976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1374006.000000 Penalty: 4632.360352
	Iteration 10Q: 3 clusters Score -1374006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1374038.750000 Penalty: 4632.360352
	Iteration 11Q: 3 clusters Score -1374039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1374071.125000 Penalty: 4632.360352
	Iteration 12Q: 3 clusters Score -1374071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1374107.750000 Penalty: 4632.360352
	Iteration 13Q: 3 clusters Score -1374108 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1374139.000000 Penalty: 4632.360352
	Iteration 14Q: 3 clusters Score -1374139 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1374189.500000 Penalty: 4632.360352
	Iteration 15Q: 3 clusters Score -1374190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1374251.750000 Penalty: 4632.360352
	Iteration 16Q: 3 clusters Score -1374252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1374320.250000 Penalty: 4632.360352
	Iteration 17Q: 3 clusters Score -1374320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1374406.875000 Penalty: 4632.360352
	Iteration 18Q: 3 clusters Score -1374407 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1374531.750000 Penalty: 4632.360352
	Iteration 19Q: 3 clusters Score -1374532 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1374675.125000 Penalty: 4632.360352
	Iteration 20F: 3 clusters Score -1374675 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1374858.500000 Penalty: 4632.360352
	Iteration 21Q: 3 clusters Score -1374858 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1375080.000000 Penalty: 4632.360352
	Iteration 22Q: 3 clusters Score -1375080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1375324.250000 Penalty: 4632.360352
	Iteration 23Q: 3 clusters Score -1375324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1375600.750000 Penalty: 4632.360352
	Iteration 24Q: 3 clusters Score -1375601 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1375912.250000 Penalty: 4632.360352
	Iteration 25Q: 3 clusters Score -1375912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1376188.375000 Penalty: 4632.360352
	Iteration 26Q: 3 clusters Score -1376188 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1376407.875000 Penalty: 4632.360352
	Iteration 27Q: 3 clusters Score -1376408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1376549.875000 Penalty: 4632.360352
	Iteration 28Q: 3 clusters Score -1376550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1376657.625000 Penalty: 4632.360352
	Iteration 29Q: 3 clusters Score -1376658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1376748.375000 Penalty: 4632.360352
	Iteration 30Q: 3 clusters Score -1376748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1376823.500000 Penalty: 4632.360352
	Iteration 31Q: 3 clusters Score -1376824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1376878.375000 Penalty: 4632.360352
	Iteration 32Q: 3 clusters Score -1376878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1376919.000000 Penalty: 4632.360352
	Iteration 33Q: 3 clusters Score -1376919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1376957.250000 Penalty: 4632.360352
	Iteration 34Q: 3 clusters Score -1376957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1376983.875000 Penalty: 4632.360352
	Iteration 35Q: 3 clusters Score -1376984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1377015.000000 Penalty: 4632.360352
	Iteration 36Q: 3 clusters Score -1377015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1377036.125000 Penalty: 4632.360352
	Iteration 37Q: 3 clusters Score -1377036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1377043.125000 Penalty: 4632.360352
	Iteration 38Q: 3 clusters Score -1377043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1377046.125000 Penalty: 4632.360352
	Iteration 39Q: 3 clusters Score -1377046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1377052.750000 Penalty: 4632.360352
	Iteration 40F: 3 clusters Score -1377053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1377061.750000 Penalty: 4632.360352
	Iteration 41Q: 3 clusters Score -1377062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1377069.500000 Penalty: 4632.360352
	Iteration 42Q: 3 clusters Score -1377070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1377079.875000 Penalty: 4632.360352
	Iteration 43Q: 3 clusters Score -1377080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1377087.250000 Penalty: 4632.360352
	Iteration 44Q: 3 clusters Score -1377087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1377088.625000 Penalty: 4632.360352
	Iteration 45Q: 3 clusters Score -1377089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1377091.625000 Penalty: 4632.360352
	Iteration 46Q: 3 clusters Score -1377092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1377097.250000 Penalty: 4632.360352
	Iteration 47Q: 3 clusters Score -1377097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1377102.000000 Penalty: 4632.360352
	Iteration 48Q: 3 clusters Score -1377102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1377102.000000 Penalty: 4632.360352
	Iteration 49F: 3 clusters Score -1377102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -321898.625000 Penalty: 1985.661743
	Iteration 0F: 2 clusters Score -321898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -318688.000000 Penalty: 3971.323486
	Iteration 0F: 3 clusters Score -318688 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -319470.093750 Penalty: 3971.323486
	Iteration 1F: 3 clusters Score -319470.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319661.906250 Penalty: 3971.323486
	Iteration 2F: 3 clusters Score -319661.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -319779.000000 Penalty: 3971.323486
	Iteration 3Q: 3 clusters Score -319779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319862.218750 Penalty: 3971.323486
	Iteration 4Q: 3 clusters Score -319862.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -319927.593750 Penalty: 3971.323486
	Iteration 5Q: 3 clusters Score -319927.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -319968.062500 Penalty: 3971.323486
	Iteration 6Q: 3 clusters Score -319968.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319997.500000 Penalty: 3971.323486
	Iteration 7Q: 3 clusters Score -319997.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -320020.625000 Penalty: 3971.323486
	Iteration 8Q: 3 clusters Score -320020.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -320040.031250 Penalty: 3971.323486
	Iteration 9Q: 3 clusters Score -320040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -320050.718750 Penalty: 3971.323486
	Iteration 10Q: 3 clusters Score -320050.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -320067.125000 Penalty: 3971.323486
	Iteration 11Q: 3 clusters Score -320067.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -320089.250000 Penalty: 3971.323486
	Iteration 12Q: 3 clusters Score -320089.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -320109.281250 Penalty: 3971.323486
	Iteration 13Q: 3 clusters Score -320109.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -320121.843750 Penalty: 3971.323486
	Iteration 14Q: 3 clusters Score -320121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -320129.812500 Penalty: 3971.323486
	Iteration 15Q: 3 clusters Score -320129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -320140.093750 Penalty: 3971.323486
	Iteration 16Q: 3 clusters Score -320140.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -320158.281250 Penalty: 3971.323486
	Iteration 17Q: 3 clusters Score -320158.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320174.875000 Penalty: 3971.323486
	Iteration 18Q: 3 clusters Score -320174.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -320187.437500 Penalty: 3971.323486
	Iteration 19Q: 3 clusters Score -320187.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -320202.343750 Penalty: 3971.323486
	Iteration 20F: 3 clusters Score -320202.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -320227.750000 Penalty: 3971.323486
	Iteration 21Q: 3 clusters Score -320227.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -320261.218750 Penalty: 3971.323486
	Iteration 22Q: 3 clusters Score -320261.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -320294.937500 Penalty: 3971.323486
	Iteration 23Q: 3 clusters Score -320294.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -320330.687500 Penalty: 3971.323486
	Iteration 24Q: 3 clusters Score -320330.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -320379.437500 Penalty: 3971.323486
	Iteration 25Q: 3 clusters Score -320379.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -320447.343750 Penalty: 3971.323486
	Iteration 26Q: 3 clusters Score -320447.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -320529.937500 Penalty: 3971.323486
	Iteration 27Q: 3 clusters Score -320529.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -320640.437500 Penalty: 3971.323486
	Iteration 28Q: 3 clusters Score -320640.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -320734.093750 Penalty: 3971.323486
	Iteration 29Q: 3 clusters Score -320734.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -320820.218750 Penalty: 3971.323486
	Iteration 30Q: 3 clusters Score -320820.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -320876.406250 Penalty: 3971.323486
	Iteration 31Q: 3 clusters Score -320876.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -320905.687500 Penalty: 3971.323486
	Iteration 32Q: 3 clusters Score -320905.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -320925.781250 Penalty: 3971.323486
	Iteration 33Q: 3 clusters Score -320925.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -320939.812500 Penalty: 3971.323486
	Iteration 34Q: 3 clusters Score -320939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -320948.812500 Penalty: 3971.323486
	Iteration 35Q: 3 clusters Score -320948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -320958.781250 Penalty: 3971.323486
	Iteration 36Q: 3 clusters Score -320958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -320963.750000 Penalty: 3971.323486
	Iteration 37Q: 3 clusters Score -320963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -320967.875000 Penalty: 3971.323486
	Iteration 38Q: 3 clusters Score -320967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -320971.906250 Penalty: 3971.323486
	Iteration 39Q: 3 clusters Score -320971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -320991.718750 Penalty: 3971.323486
	Iteration 40F: 3 clusters Score -320991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -321007.156250 Penalty: 3971.323486
	Iteration 41Q: 3 clusters Score -321007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -321016.468750 Penalty: 3971.323486
	Iteration 42Q: 3 clusters Score -321016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -321026.937500 Penalty: 3971.323486
	Iteration 43Q: 3 clusters Score -321026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -321030.250000 Penalty: 3971.323486
	Iteration 44Q: 3 clusters Score -321030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -321032.250000 Penalty: 3971.323486
	Iteration 45Q: 3 clusters Score -321032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -321033.781250 Penalty: 3971.323486
	Iteration 46Q: 3 clusters Score -321033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -321037.781250 Penalty: 3971.323486
	Iteration 47Q: 3 clusters Score -321037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -321041.062500 Penalty: 3971.323486
	Iteration 48Q: 3 clusters Score -321041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -321043.125000 Penalty: 3971.323486
	Iteration 49Q: 3 clusters Score -321043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -321043.125000 Penalty: 3971.323486
	Iteration 50F: 3 clusters Score -321043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -312713.125000 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -312713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -309456.406250 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -309456.4 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -310338.187500 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -310338.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -310646.437500 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -310646.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -310931.843750 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -310931.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311188.687500 Penalty: 3983.889404
	Iteration 4F: 3 clusters Score -311188.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -311393.343750 Penalty: 3983.889404
	Iteration 5F: 3 clusters Score -311393.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -311572.312500 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -311572.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -311693.937500 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -311693.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -311776.062500 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -311776.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -311819.406250 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -311819.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -311852.906250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -311852.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -311872.781250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -311872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -311889.875000 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -311889.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -311900.437500 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -311900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -311911.875000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -311911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -311920.218750 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -311920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -311928.625000 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -311928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -311929.406250 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -311929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -311931.812500 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -311931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -311934.156250 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -311934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -311937.468750 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -311937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -311940.625000 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -311940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -311942.031250 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -311942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311945.687500 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -311945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -311947.656250 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -311947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -311948.781250 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -311948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311950.718750 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -311950.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -311954.468750 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -311954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -311955.625000 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -311955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -311956.625000 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -311956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -311957.468750 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -311957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -311958.000000 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -311958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -311958.906250 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -311958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311958.875000 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -311958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311958.875000 Penalty: 3983.889404
	Iteration 34F: 3 clusters Score -311958.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -601716.312500 Penalty: 2120.651611
	Iteration 0F: 2 clusters Score -601716.3 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 2595 members 
Entering Unmasked Estep 
Score: -597062.812500 Penalty: 4241.303223
	Iteration 0F: 3 clusters Score -597062.8 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -598108.687500 Penalty: 4241.303223
	Iteration 1F: 3 clusters Score -598108.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -598348.750000 Penalty: 4241.303223
	Iteration 2F: 3 clusters Score -598348.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -598502.687500 Penalty: 4241.303223
	Iteration 3F: 3 clusters Score -598502.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -598617.062500 Penalty: 4241.303223
	Iteration 4Q: 3 clusters Score -598617.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -598701.062500 Penalty: 4241.303223
	Iteration 5Q: 3 clusters Score -598701.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -598779.625000 Penalty: 4241.303223
	Iteration 6Q: 3 clusters Score -598779.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -598853.812500 Penalty: 4241.303223
	Iteration 7Q: 3 clusters Score -598853.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -598916.000000 Penalty: 4241.303223
	Iteration 8Q: 3 clusters Score -598916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -598968.937500 Penalty: 4241.303223
	Iteration 9Q: 3 clusters Score -598968.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -599025.437500 Penalty: 4241.303223
	Iteration 10Q: 3 clusters Score -599025.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -599080.562500 Penalty: 4241.303223
	Iteration 11Q: 3 clusters Score -599080.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -599144.000000 Penalty: 4241.303223
	Iteration 12Q: 3 clusters Score -599144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -599195.000000 Penalty: 4241.303223
	Iteration 13Q: 3 clusters Score -599195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -599252.062500 Penalty: 4241.303223
	Iteration 14Q: 3 clusters Score -599252.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -599299.750000 Penalty: 4241.303223
	Iteration 15Q: 3 clusters Score -599299.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -599347.687500 Penalty: 4241.303223
	Iteration 16Q: 3 clusters Score -599347.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -599399.187500 Penalty: 4241.303223
	Iteration 17Q: 3 clusters Score -599399.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -599454.875000 Penalty: 4241.303223
	Iteration 18Q: 3 clusters Score -599454.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -599518.250000 Penalty: 4241.303223
	Iteration 19Q: 3 clusters Score -599518.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -599585.625000 Penalty: 4241.303223
	Iteration 20F: 3 clusters Score -599585.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -599645.500000 Penalty: 4241.303223
	Iteration 21Q: 3 clusters Score -599645.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -599697.250000 Penalty: 4241.303223
	Iteration 22Q: 3 clusters Score -599697.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -599736.562500 Penalty: 4241.303223
	Iteration 23Q: 3 clusters Score -599736.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -599765.312500 Penalty: 4241.303223
	Iteration 24Q: 3 clusters Score -599765.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -599805.937500 Penalty: 4241.303223
	Iteration 25Q: 3 clusters Score -599805.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -599838.562500 Penalty: 4241.303223
	Iteration 26Q: 3 clusters Score -599838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -599863.687500 Penalty: 4241.303223
	Iteration 27Q: 3 clusters Score -599863.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -599884.312500 Penalty: 4241.303223
	Iteration 28Q: 3 clusters Score -599884.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -599896.812500 Penalty: 4241.303223
	Iteration 29Q: 3 clusters Score -599896.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -599910.312500 Penalty: 4241.303223
	Iteration 30Q: 3 clusters Score -599910.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -599925.625000 Penalty: 4241.303223
	Iteration 31Q: 3 clusters Score -599925.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -599938.312500 Penalty: 4241.303223
	Iteration 32Q: 3 clusters Score -599938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -599947.000000 Penalty: 4241.303223
	Iteration 33Q: 3 clusters Score -599947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -599954.062500 Penalty: 4241.303223
	Iteration 34Q: 3 clusters Score -599954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -599957.875000 Penalty: 4241.303223
	Iteration 35Q: 3 clusters Score -599957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -599959.250000 Penalty: 4241.303223
	Iteration 36Q: 3 clusters Score -599959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -599959.125000 Penalty: 4241.303223
	Iteration 37Q: 3 clusters Score -599959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -599959.125000 Penalty: 4241.303223
	Iteration 38F: 3 clusters Score -599959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -907079.750000 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -907079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -900717.937500 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -900717.9 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -902510.187500 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -902510.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -902894.437500 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -902894.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -903184.687500 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -903184.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -903423.625000 Penalty: 4456.346191
	Iteration 4F: 3 clusters Score -903423.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -903646.312500 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -903646.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -903897.312500 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -903897.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -904142.750000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -904142.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -904346.625000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -904346.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -904506.625000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -904506.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -904640.062500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -904640.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -904779.125000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -904779.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -904925.312500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -904925.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -905050.312500 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -905050.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -905132.500000 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -905132.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -905196.000000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -905196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -905256.750000 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -905256.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -905309.000000 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -905309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -905359.125000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -905359.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -905407.875000 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -905407.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -905466.125000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -905466.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -905524.437500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -905524.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -905586.500000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -905586.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -905653.937500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -905653.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -905720.500000 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -905720.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -905787.937500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -905787.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -905826.562500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -905826.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -905863.187500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -905863.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -905886.312500 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -905886.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -905897.687500 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -905897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -905910.000000 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -905910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -905925.500000 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -905925.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -905933.187500 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -905933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -905939.687500 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -905939.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -905944.500000 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -905944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -905952.937500 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -905952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -905956.687500 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -905956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -905959.000000 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -905959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -905964.125000 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -905964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -905966.750000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -905966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -905967.687500 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -905967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -905970.937500 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -905970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -905969.562500 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -905969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -905968.000000 Penalty: 4456.346191
	Iteration 43Q: 3 clusters Score -905968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -905968.000000 Penalty: 4456.346191
	Iteration 44F: 3 clusters Score -905968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Entering Unmasked Estep 
Score: -1597577.250000 Penalty: 2373.957764
	Iteration 0F: 2 clusters Score -1597577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1587088.250000 Penalty: 4747.915527
	Iteration 0F: 3 clusters Score -1587088 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1590600.500000 Penalty: 4747.915527
	Iteration 1F: 3 clusters Score -1590600 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1591267.625000 Penalty: 4747.915527
	Iteration 2F: 3 clusters Score -1591268 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1591908.875000 Penalty: 4747.915527
	Iteration 3F: 3 clusters Score -1591909 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1592636.750000 Penalty: 4747.915527
	Iteration 4F: 3 clusters Score -1592637 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1593391.250000 Penalty: 4747.915527
	Iteration 5F: 3 clusters Score -1593391 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1594060.625000 Penalty: 4747.915527
	Iteration 6F: 3 clusters Score -1594061 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1594716.125000 Penalty: 4747.915527
	Iteration 7F: 3 clusters Score -1594716 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1595263.875000 Penalty: 4747.915527
	Iteration 8Q: 3 clusters Score -1595264 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1595689.125000 Penalty: 4747.915527
	Iteration 9Q: 3 clusters Score -1595689 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1595919.125000 Penalty: 4747.915527
	Iteration 10Q: 3 clusters Score -1595919 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1596046.875000 Penalty: 4747.915527
	Iteration 11Q: 3 clusters Score -1596047 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1596107.500000 Penalty: 4747.915527
	Iteration 12Q: 3 clusters Score -1596108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1596137.875000 Penalty: 4747.915527
	Iteration 13Q: 3 clusters Score -1596138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1596174.375000 Penalty: 4747.915527
	Iteration 14Q: 3 clusters Score -1596174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1596195.500000 Penalty: 4747.915527
	Iteration 15Q: 3 clusters Score -1596196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1596212.750000 Penalty: 4747.915527
	Iteration 16Q: 3 clusters Score -1596213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1596228.750000 Penalty: 4747.915527
	Iteration 17Q: 3 clusters Score -1596229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1596243.500000 Penalty: 4747.915527
	Iteration 18Q: 3 clusters Score -1596244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1596257.750000 Penalty: 4747.915527
	Iteration 19Q: 3 clusters Score -1596258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1596280.625000 Penalty: 4747.915527
	Iteration 20F: 3 clusters Score -1596281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1596296.750000 Penalty: 4747.915527
	Iteration 21Q: 3 clusters Score -1596297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1596312.625000 Penalty: 4747.915527
	Iteration 22Q: 3 clusters Score -1596313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1596324.875000 Penalty: 4747.915527
	Iteration 23Q: 3 clusters Score -1596325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1596334.875000 Penalty: 4747.915527
	Iteration 24Q: 3 clusters Score -1596335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1596339.625000 Penalty: 4747.915527
	Iteration 25Q: 3 clusters Score -1596340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1596339.250000 Penalty: 4747.915527
	Iteration 26Q: 3 clusters Score -1596339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1596341.625000 Penalty: 4747.915527
	Iteration 27Q: 3 clusters Score -1596342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1596346.250000 Penalty: 4747.915527
	Iteration 28Q: 3 clusters Score -1596346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1596347.625000 Penalty: 4747.915527
	Iteration 29Q: 3 clusters Score -1596348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1596348.125000 Penalty: 4747.915527
	Iteration 30Q: 3 clusters Score -1596348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1596348.375000 Penalty: 4747.915527
	Iteration 31Q: 3 clusters Score -1596348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1596350.750000 Penalty: 4747.915527
	Iteration 32Q: 3 clusters Score -1596351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1596353.125000 Penalty: 4747.915527
	Iteration 33Q: 3 clusters Score -1596353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1596352.125000 Penalty: 4747.915527
	Iteration 34Q: 3 clusters Score -1596352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1596353.500000 Penalty: 4747.915527
	Iteration 35Q: 3 clusters Score -1596354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1596355.625000 Penalty: 4747.915527
	Iteration 36Q: 3 clusters Score -1596356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1596354.875000 Penalty: 4747.915527
	Iteration 37Q: 3 clusters Score -1596355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1596358.375000 Penalty: 4747.915527
	Iteration 38Q: 3 clusters Score -1596358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1596357.500000 Penalty: 4747.915527
	Iteration 39Q: 3 clusters Score -1596358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1596358.250000 Penalty: 4747.915527
	Iteration 40F: 3 clusters Score -1596358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1596358.875000 Penalty: 4747.915527
	Iteration 41Q: 3 clusters Score -1596359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1596358.375000 Penalty: 4747.915527
	Iteration 42Q: 3 clusters Score -1596358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1596361.500000 Penalty: 4747.915527
	Iteration 43Q: 3 clusters Score -1596362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1596367.500000 Penalty: 4747.915527
	Iteration 44Q: 3 clusters Score -1596368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1596361.875000 Penalty: 4747.915527
	Iteration 45Q: 3 clusters Score -1596362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1596364.375000 Penalty: 4747.915527
	Iteration 46Q: 3 clusters Score -1596364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1596367.500000 Penalty: 4747.915527
	Iteration 47Q: 3 clusters Score -1596368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1596365.500000 Penalty: 4747.915527
	Iteration 48Q: 3 clusters Score -1596366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1596367.500000 Penalty: 4747.915527
	Iteration 49Q: 3 clusters Score -1596368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1596365.875000 Penalty: 4747.915527
	Iteration 50Q: 3 clusters Score -1596366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1596368.625000 Penalty: 4747.915527
	Iteration 51Q: 3 clusters Score -1596369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1596367.625000 Penalty: 4747.915527
	Iteration 52Q: 3 clusters Score -1596368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1596374.625000 Penalty: 4747.915527
	Iteration 53Q: 3 clusters Score -1596375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1596374.875000 Penalty: 4747.915527
	Iteration 54Q: 3 clusters Score -1596375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1596380.750000 Penalty: 4747.915527
	Iteration 55Q: 3 clusters Score -1596381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1596382.375000 Penalty: 4747.915527
	Iteration 56Q: 3 clusters Score -1596382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1596379.875000 Penalty: 4747.915527
	Iteration 57Q: 3 clusters Score -1596380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1596383.125000 Penalty: 4747.915527
	Iteration 58Q: 3 clusters Score -1596383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1596386.500000 Penalty: 4747.915527
	Iteration 59Q: 3 clusters Score -1596386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1596386.875000 Penalty: 4747.915527
	Iteration 60F: 3 clusters Score -1596387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1596393.000000 Penalty: 4747.915527
	Iteration 61Q: 3 clusters Score -1596393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1596397.250000 Penalty: 4747.915527
	Iteration 62Q: 3 clusters Score -1596397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1596396.250000 Penalty: 4747.915527
	Iteration 63Q: 3 clusters Score -1596396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1596397.125000 Penalty: 4747.915527
	Iteration 64Q: 3 clusters Score -1596397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1596399.125000 Penalty: 4747.915527
	Iteration 65Q: 3 clusters Score -1596399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1596399.750000 Penalty: 4747.915527
	Iteration 66Q: 3 clusters Score -1596400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1596402.000000 Penalty: 4747.915527
	Iteration 67Q: 3 clusters Score -1596402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1596408.875000 Penalty: 4747.915527
	Iteration 68Q: 3 clusters Score -1596409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1596411.500000 Penalty: 4747.915527
	Iteration 69Q: 3 clusters Score -1596412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1596414.875000 Penalty: 4747.915527
	Iteration 70Q: 3 clusters Score -1596415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1596413.250000 Penalty: 4747.915527
	Iteration 71Q: 3 clusters Score -1596413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1596415.375000 Penalty: 4747.915527
	Iteration 72Q: 3 clusters Score -1596415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1596415.000000 Penalty: 4747.915527
	Iteration 73Q: 3 clusters Score -1596415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1596416.250000 Penalty: 4747.915527
	Iteration 74Q: 3 clusters Score -1596416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1596418.125000 Penalty: 4747.915527
	Iteration 75Q: 3 clusters Score -1596418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1596420.000000 Penalty: 4747.915527
	Iteration 76Q: 3 clusters Score -1596420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1596424.125000 Penalty: 4747.915527
	Iteration 77Q: 3 clusters Score -1596424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1596426.375000 Penalty: 4747.915527
	Iteration 78Q: 3 clusters Score -1596426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1596431.875000 Penalty: 4747.915527
	Iteration 79Q: 3 clusters Score -1596432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1596437.125000 Penalty: 4747.915527
	Iteration 80F: 3 clusters Score -1596437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1596442.125000 Penalty: 4747.915527
	Iteration 81Q: 3 clusters Score -1596442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1596444.000000 Penalty: 4747.915527
	Iteration 82Q: 3 clusters Score -1596444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1596446.500000 Penalty: 4747.915527
	Iteration 83Q: 3 clusters Score -1596446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1596446.000000 Penalty: 4747.915527
	Iteration 84Q: 3 clusters Score -1596446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1596445.750000 Penalty: 4747.915527
	Iteration 85Q: 3 clusters Score -1596446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1596448.625000 Penalty: 4747.915527
	Iteration 86Q: 3 clusters Score -1596449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1596451.500000 Penalty: 4747.915527
	Iteration 87Q: 3 clusters Score -1596452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1596455.000000 Penalty: 4747.915527
	Iteration 88Q: 3 clusters Score -1596455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1596458.750000 Penalty: 4747.915527
	Iteration 89Q: 3 clusters Score -1596459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1596461.500000 Penalty: 4747.915527
	Iteration 90Q: 3 clusters Score -1596462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1596466.375000 Penalty: 4747.915527
	Iteration 91Q: 3 clusters Score -1596466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1596471.875000 Penalty: 4747.915527
	Iteration 92Q: 3 clusters Score -1596472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1596477.500000 Penalty: 4747.915527
	Iteration 93Q: 3 clusters Score -1596478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1596482.875000 Penalty: 4747.915527
	Iteration 94Q: 3 clusters Score -1596483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1596494.375000 Penalty: 4747.915527
	Iteration 95Q: 3 clusters Score -1596494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1596500.625000 Penalty: 4747.915527
	Iteration 96Q: 3 clusters Score -1596501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1596521.625000 Penalty: 4747.915527
	Iteration 97Q: 3 clusters Score -1596522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1596536.875000 Penalty: 4747.915527
	Iteration 98Q: 3 clusters Score -1596537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1596542.500000 Penalty: 4747.915527
	Iteration 99Q: 3 clusters Score -1596542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1596576.750000 Penalty: 4747.915527
	Iteration 100F: 3 clusters Score -1596577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1596613.375000 Penalty: 4747.915527
	Iteration 101Q: 3 clusters Score -1596613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1596637.875000 Penalty: 4747.915527
	Iteration 102Q: 3 clusters Score -1596638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1596665.375000 Penalty: 4747.915527
	Iteration 103Q: 3 clusters Score -1596665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1596685.250000 Penalty: 4747.915527
	Iteration 104Q: 3 clusters Score -1596685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1596704.875000 Penalty: 4747.915527
	Iteration 105Q: 3 clusters Score -1596705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1596713.875000 Penalty: 4747.915527
	Iteration 106Q: 3 clusters Score -1596714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1596723.875000 Penalty: 4747.915527
	Iteration 107Q: 3 clusters Score -1596724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1596729.250000 Penalty: 4747.915527
	Iteration 108Q: 3 clusters Score -1596729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1596732.125000 Penalty: 4747.915527
	Iteration 109Q: 3 clusters Score -1596732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1596733.875000 Penalty: 4747.915527
	Iteration 110Q: 3 clusters Score -1596734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1596739.250000 Penalty: 4747.915527
	Iteration 111Q: 3 clusters Score -1596739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1596737.875000 Penalty: 4747.915527
	Iteration 112Q: 3 clusters Score -1596738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1596738.250000 Penalty: 4747.915527
	Iteration 113Q: 3 clusters Score -1596738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1596739.000000 Penalty: 4747.915527
	Iteration 114Q: 3 clusters Score -1596739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1596741.000000 Penalty: 4747.915527
	Iteration 115Q: 3 clusters Score -1596741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1596741.000000 Penalty: 4747.915527
	Iteration 116F: 3 clusters Score -1596741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -439822.000000 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -439822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -435999.687500 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -435999.7 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -436938.750000 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -436938.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -437162.281250 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -437162.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -437291.375000 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -437291.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -437377.875000 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -437377.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -437444.656250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -437444.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -437498.187500 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -437498.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -437544.062500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -437544.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -437588.062500 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -437588.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -437623.156250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -437623.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -437653.843750 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -437653.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -437679.281250 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -437679.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -437696.906250 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -437696.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -437708.718750 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -437708.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -437723.562500 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -437723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -437732.187500 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -437732.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -437745.187500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -437745.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -437757.000000 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -437757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -437772.312500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -437772.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -437785.156250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -437785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -437800.125000 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -437800.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -437813.250000 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -437813.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -437826.812500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -437826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -437837.375000 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -437837.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -437848.968750 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -437849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -437860.656250 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -437860.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -437876.562500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -437876.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -437890.906250 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -437890.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -437905.781250 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -437905.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437921.968750 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -437922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -437936.156250 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -437936.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -437951.375000 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -437951.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -437964.406250 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -437964.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -437975.968750 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -437976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -437986.000000 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -437986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -437999.406250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -437999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -438012.656250 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -438012.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -438036.593750 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -438036.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -438053.125000 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -438053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -438063.406250 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -438063.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -438072.718750 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -438072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -438086.718750 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -438086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -438097.875000 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -438097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -438107.156250 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -438107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -438111.875000 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -438111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -438114.781250 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -438114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -438117.968750 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -438118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -438122.375000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -438122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -438127.281250 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -438127.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -438135.562500 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -438135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -438142.593750 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -438142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -438149.906250 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -438149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -438158.031250 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -438158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -438162.687500 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -438162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -438164.437500 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -438164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -438169.156250 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -438169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -438170.031250 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -438170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -438174.343750 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -438174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -438176.437500 Penalty: 4091.140625
	Iteration 58Q: 3 clusters Score -438176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -438179.750000 Penalty: 4091.140625
	Iteration 59Q: 3 clusters Score -438179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -438181.750000 Penalty: 4091.140625
	Iteration 60F: 3 clusters Score -438181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -438184.843750 Penalty: 4091.140625
	Iteration 61Q: 3 clusters Score -438184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -438185.656250 Penalty: 4091.140625
	Iteration 62Q: 3 clusters Score -438185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -438187.218750 Penalty: 4091.140625
	Iteration 63Q: 3 clusters Score -438187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -438187.187500 Penalty: 4091.140625
	Iteration 64Q: 3 clusters Score -438187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -438189.562500 Penalty: 4091.140625
	Iteration 65Q: 3 clusters Score -438189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -438190.843750 Penalty: 4091.140625
	Iteration 66Q: 3 clusters Score -438190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -438191.468750 Penalty: 4091.140625
	Iteration 67Q: 3 clusters Score -438191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -438191.468750 Penalty: 4091.140625
	Iteration 68F: 3 clusters Score -438191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Entering Unmasked Estep 
Score: -8461067.000000 Penalty: 2769.249512
	Iteration 0F: 2 clusters Score -8461067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -8413735.000000 Penalty: 5538.499023
	Iteration 0F: 3 clusters Score -8413735 nChanged 33094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8432417.000000 Penalty: 5538.499023
	Iteration 1F: 3 clusters Score -8432417 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -8433341.000000 Penalty: 5538.499023
	Iteration 2Q: 3 clusters Score -8433341 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8434217.000000 Penalty: 5538.499023
	Iteration 3Q: 3 clusters Score -8434217 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -8435128.000000 Penalty: 5538.499023
	Iteration 4Q: 3 clusters Score -8435128 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8436009.000000 Penalty: 5538.499023
	Iteration 5Q: 3 clusters Score -8436009 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -8437086.000000 Penalty: 5538.499023
	Iteration 6Q: 3 clusters Score -8437086 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -8438204.000000 Penalty: 5538.499023
	Iteration 7Q: 3 clusters Score -8438204 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8439464.000000 Penalty: 5538.499023
	Iteration 8Q: 3 clusters Score -8439464 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8440953.000000 Penalty: 5538.499023
	Iteration 9Q: 3 clusters Score -8440953 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8442860.000000 Penalty: 5538.499023
	Iteration 10Q: 3 clusters Score -8442860 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8444937.000000 Penalty: 5538.499023
	Iteration 11F: 3 clusters Score -8444937 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -8447453.000000 Penalty: 5538.499023
	Iteration 12F: 3 clusters Score -8447453 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -8450284.000000 Penalty: 5538.499023
	Iteration 13F: 3 clusters Score -8450284 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8452966.000000 Penalty: 5538.499023
	Iteration 14F: 3 clusters Score -8452966 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -8455117.000000 Penalty: 5538.499023
	Iteration 15Q: 3 clusters Score -8455117 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -8456577.000000 Penalty: 5538.499023
	Iteration 16Q: 3 clusters Score -8456577 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -8457465.000000 Penalty: 5538.499023
	Iteration 17Q: 3 clusters Score -8457465 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -8457947.000000 Penalty: 5538.499023
	Iteration 18Q: 3 clusters Score -8457947 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -8458195.000000 Penalty: 5538.499023
	Iteration 19Q: 3 clusters Score -8458195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -8458381.000000 Penalty: 5538.499023
	Iteration 20F: 3 clusters Score -8458381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -8458519.000000 Penalty: 5538.499023
	Iteration 21Q: 3 clusters Score -8458519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -8458608.000000 Penalty: 5538.499023
	Iteration 22Q: 3 clusters Score -8458608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -8458678.000000 Penalty: 5538.499023
	Iteration 23Q: 3 clusters Score -8458678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -8458718.000000 Penalty: 5538.499023
	Iteration 24Q: 3 clusters Score -8458718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -8458733.000000 Penalty: 5538.499023
	Iteration 25Q: 3 clusters Score -8458733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -8458743.000000 Penalty: 5538.499023
	Iteration 26Q: 3 clusters Score -8458743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -8458774.000000 Penalty: 5538.499023
	Iteration 27Q: 3 clusters Score -8458774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -8458771.000000 Penalty: 5538.499023
	Iteration 28Q: 3 clusters Score -8458771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -8458779.000000 Penalty: 5538.499023
	Iteration 29Q: 3 clusters Score -8458779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -8458787.000000 Penalty: 5538.499023
	Iteration 30Q: 3 clusters Score -8458787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -8458782.000000 Penalty: 5538.499023
	Iteration 31Q: 3 clusters Score -8458782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -8458785.000000 Penalty: 5538.499023
	Iteration 32Q: 3 clusters Score -8458785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -8458783.000000 Penalty: 5538.499023
	Iteration 33Q: 3 clusters Score -8458783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -8458786.000000 Penalty: 5538.499023
	Iteration 34Q: 3 clusters Score -8458786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -8458801.000000 Penalty: 5538.499023
	Iteration 35Q: 3 clusters Score -8458801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -8458802.000000 Penalty: 5538.499023
	Iteration 36Q: 3 clusters Score -8458802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -8458802.000000 Penalty: 5538.499023
	Iteration 37Q: 3 clusters Score -8458802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -8458802.000000 Penalty: 5538.499023
	Iteration 38Q: 3 clusters Score -8458802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -8458805.000000 Penalty: 5538.499023
	Iteration 39Q: 3 clusters Score -8458805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 40F: 3 clusters Score -8458806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 41Q: 3 clusters Score -8458806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8458804.000000 Penalty: 5538.499023
	Iteration 42Q: 3 clusters Score -8458804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -8458804.000000 Penalty: 5538.499023
	Iteration 43Q: 3 clusters Score -8458804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -8458800.000000 Penalty: 5538.499023
	Iteration 44Q: 3 clusters Score -8458800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -8458798.000000 Penalty: 5538.499023
	Iteration 45Q: 3 clusters Score -8458798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 46Q: 3 clusters Score -8458806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -8458807.000000 Penalty: 5538.499023
	Iteration 47Q: 3 clusters Score -8458807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 48Q: 3 clusters Score -8458806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 49Q: 3 clusters Score -8458806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -8458806.000000 Penalty: 5538.499023
	Iteration 50F: 3 clusters Score -8458806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -373570.187500 Penalty: 2004.818481
	Iteration 0F: 2 clusters Score -373570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370162.656250 Penalty: 4009.636963
	Iteration 0F: 3 clusters Score -370162.7 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -370911.843750 Penalty: 4009.636963
	Iteration 1F: 3 clusters Score -370911.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -371072.718750 Penalty: 4009.636963
	Iteration 2F: 3 clusters Score -371072.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -371155.562500 Penalty: 4009.636963
	Iteration 3Q: 3 clusters Score -371155.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -371206.781250 Penalty: 4009.636963
	Iteration 4Q: 3 clusters Score -371206.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -371250.031250 Penalty: 4009.636963
	Iteration 5Q: 3 clusters Score -371250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -371281.531250 Penalty: 4009.636963
	Iteration 6Q: 3 clusters Score -371281.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -371317.218750 Penalty: 4009.636963
	Iteration 7Q: 3 clusters Score -371317.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -371369.843750 Penalty: 4009.636963
	Iteration 8Q: 3 clusters Score -371369.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -371403.093750 Penalty: 4009.636963
	Iteration 9Q: 3 clusters Score -371403.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -371430.718750 Penalty: 4009.636963
	Iteration 10Q: 3 clusters Score -371430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -371454.500000 Penalty: 4009.636963
	Iteration 11Q: 3 clusters Score -371454.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -371474.843750 Penalty: 4009.636963
	Iteration 12Q: 3 clusters Score -371474.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -371501.531250 Penalty: 4009.636963
	Iteration 13Q: 3 clusters Score -371501.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -371524.437500 Penalty: 4009.636963
	Iteration 14Q: 3 clusters Score -371524.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -371548.656250 Penalty: 4009.636963
	Iteration 15Q: 3 clusters Score -371548.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -371576.875000 Penalty: 4009.636963
	Iteration 16Q: 3 clusters Score -371576.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -371606.000000 Penalty: 4009.636963
	Iteration 17Q: 3 clusters Score -371606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -371636.031250 Penalty: 4009.636963
	Iteration 18Q: 3 clusters Score -371636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371672.468750 Penalty: 4009.636963
	Iteration 19Q: 3 clusters Score -371672.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -371701.375000 Penalty: 4009.636963
	Iteration 20F: 3 clusters Score -371701.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -371727.343750 Penalty: 4009.636963
	Iteration 21Q: 3 clusters Score -371727.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371754.500000 Penalty: 4009.636963
	Iteration 22Q: 3 clusters Score -371754.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371787.000000 Penalty: 4009.636963
	Iteration 23Q: 3 clusters Score -371787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -371818.187500 Penalty: 4009.636963
	Iteration 24Q: 3 clusters Score -371818.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -371854.718750 Penalty: 4009.636963
	Iteration 25Q: 3 clusters Score -371854.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -371898.625000 Penalty: 4009.636963
	Iteration 26Q: 3 clusters Score -371898.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -371940.250000 Penalty: 4009.636963
	Iteration 27Q: 3 clusters Score -371940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -371968.593750 Penalty: 4009.636963
	Iteration 28Q: 3 clusters Score -371968.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -371987.187500 Penalty: 4009.636963
	Iteration 29Q: 3 clusters Score -371987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -372008.562500 Penalty: 4009.636963
	Iteration 30Q: 3 clusters Score -372008.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -372026.000000 Penalty: 4009.636963
	Iteration 31Q: 3 clusters Score -372026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -372040.312500 Penalty: 4009.636963
	Iteration 32Q: 3 clusters Score -372040.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -372052.718750 Penalty: 4009.636963
	Iteration 33Q: 3 clusters Score -372052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -372063.468750 Penalty: 4009.636963
	Iteration 34Q: 3 clusters Score -372063.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -372072.843750 Penalty: 4009.636963
	Iteration 35Q: 3 clusters Score -372072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -372082.000000 Penalty: 4009.636963
	Iteration 36Q: 3 clusters Score -372082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -372088.218750 Penalty: 4009.636963
	Iteration 37Q: 3 clusters Score -372088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -372089.187500 Penalty: 4009.636963
	Iteration 38Q: 3 clusters Score -372089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -372090.031250 Penalty: 4009.636963
	Iteration 39Q: 3 clusters Score -372090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -372090.718750 Penalty: 4009.636963
	Iteration 40F: 3 clusters Score -372090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -566695.187500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -566695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -562169.562500 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -562169.6 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -563436.562500 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -563436.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -563986.500000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -563986.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -564569.250000 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -564569.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -565207.000000 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -565207 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -565699.062500 Penalty: 4231.912598
	Iteration 5F: 3 clusters Score -565699.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -565924.812500 Penalty: 4231.912598
	Iteration 6F: 3 clusters Score -565924.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -566062.625000 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -566062.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -566137.062500 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -566137.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -566185.062500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -566185.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -566224.062500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -566224.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -566257.062500 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -566257.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -566286.437500 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -566286.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -566313.000000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -566313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -566338.812500 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -566338.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -566360.187500 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -566360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -566372.500000 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -566372.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -566383.687500 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -566383.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -566396.625000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -566396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -566411.437500 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -566411.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -566421.437500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -566421.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -566433.250000 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -566433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -566442.375000 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -566442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -566454.375000 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -566454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -566460.125000 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -566460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -566470.562500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -566470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -566490.437500 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -566490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -566502.187500 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -566502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -566508.750000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -566508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -566513.375000 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -566513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -566518.187500 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -566518.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -566523.500000 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -566523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -566526.250000 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -566526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -566530.750000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -566530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -566531.750000 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -566531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -566533.250000 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -566533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -566536.062500 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -566536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -566536.187500 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -566536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -566535.375000 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -566535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -566535.375000 Penalty: 4231.912598
	Iteration 39F: 3 clusters Score -566535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -312182.562500 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -312182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -309139.750000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -309139.8 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -309806.031250 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -309806 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -309978.125000 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -309978.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -310070.218750 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -310070.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -310130.687500 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -310130.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -310171.593750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -310171.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -310198.562500 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -310198.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -310223.125000 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -310223.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -310240.656250 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -310240.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -310257.968750 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -310258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -310276.000000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -310276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -310290.656250 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -310290.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -310305.281250 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -310305.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -310320.031250 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -310320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -310340.625000 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -310340.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -310359.750000 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -310359.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -310371.718750 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -310371.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -310382.187500 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -310382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -310389.593750 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -310389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310398.687500 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -310398.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -310406.750000 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -310406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -310413.875000 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -310413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -310421.375000 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -310421.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -310429.750000 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -310429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -310437.968750 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -310438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310448.625000 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -310448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -310456.406250 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -310456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -310461.625000 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -310461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -310463.656250 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -310463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310466.343750 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -310466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -310466.343750 Penalty: 3918.347900
	Iteration 30F: 3 clusters Score -310466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -908439.562500 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -908439.6 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 3942 members 
Entering Unmasked Estep 
Score: -902205.875000 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -902205.9 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -903834.562500 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -903834.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -904091.625000 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -904091.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -904287.937500 Penalty: 4447.882324
	Iteration 3Q: 3 clusters Score -904287.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -904449.625000 Penalty: 4447.882324
	Iteration 4Q: 3 clusters Score -904449.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -904594.625000 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -904594.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -904736.562500 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -904736.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -904869.625000 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -904869.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -905009.312500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -905009.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -905159.250000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -905159.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -905302.500000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -905302.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -905467.062500 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -905467.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -905677.875000 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -905677.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -905886.812500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -905886.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -906099.812500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -906099.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -906302.125000 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -906302.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -906449.937500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -906449.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -906544.062500 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -906544.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -906599.062500 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -906599.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -906633.687500 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -906633.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -906667.562500 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -906667.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -906686.125000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -906686.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -906696.562500 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -906696.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -906707.812500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -906707.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -906715.500000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -906715.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -906720.562500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -906720.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -906727.500000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -906727.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -906732.375000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -906732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -906735.250000 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -906735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -906741.375000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -906741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -906747.125000 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -906747.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -906752.687500 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -906752.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -906759.937500 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -906759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -906760.437500 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -906760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -906762.250000 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -906762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -906768.500000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -906768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -906769.062500 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -906769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -906773.000000 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -906773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -906773.937500 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -906773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -906776.187500 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -906776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -906776.250000 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -906776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -906777.750000 Penalty: 4447.882324
	Iteration 41Q: 3 clusters Score -906777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -906777.062500 Penalty: 4447.882324
	Iteration 42Q: 3 clusters Score -906777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -906777.687500 Penalty: 4447.882324
	Iteration 43Q: 3 clusters Score -906777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -906778.000000 Penalty: 4447.882324
	Iteration 44Q: 3 clusters Score -906778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -906778.187500 Penalty: 4447.882324
	Iteration 45Q: 3 clusters Score -906778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -906778.562500 Penalty: 4447.882324
	Iteration 46Q: 3 clusters Score -906778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -906778.562500 Penalty: 4447.882324
	Iteration 47F: 3 clusters Score -906778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (77469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Entering Unmasked Estep 
Score: -9360964.000000 Penalty: 2791.893066
	Iteration 0F: 2 clusters Score -9360964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -9309349.000000 Penalty: 5583.786133
	Iteration 0F: 3 clusters Score -9309349 nChanged 36340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -9329495.000000 Penalty: 5583.786133
	Iteration 1F: 3 clusters Score -9329495 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -9330255.000000 Penalty: 5583.786133
	Iteration 2Q: 3 clusters Score -9330255 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -9331146.000000 Penalty: 5583.786133
	Iteration 3Q: 3 clusters Score -9331146 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -9332191.000000 Penalty: 5583.786133
	Iteration 4Q: 3 clusters Score -9332191 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -9333713.000000 Penalty: 5583.786133
	Iteration 5Q: 3 clusters Score -9333713 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -9335993.000000 Penalty: 5583.786133
	Iteration 6F: 3 clusters Score -9335993 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9338864.000000 Penalty: 5583.786133
	Iteration 7F: 3 clusters Score -9338864 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -9342308.000000 Penalty: 5583.786133
	Iteration 8F: 3 clusters Score -9342308 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -9345840.000000 Penalty: 5583.786133
	Iteration 9F: 3 clusters Score -9345840 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -9349198.000000 Penalty: 5583.786133
	Iteration 10F: 3 clusters Score -9349198 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9352010.000000 Penalty: 5583.786133
	Iteration 11Q: 3 clusters Score -9352010 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -9354347.000000 Penalty: 5583.786133
	Iteration 12Q: 3 clusters Score -9354347 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9355949.000000 Penalty: 5583.786133
	Iteration 13Q: 3 clusters Score -9355949 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9357024.000000 Penalty: 5583.786133
	Iteration 14Q: 3 clusters Score -9357024 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9357662.000000 Penalty: 5583.786133
	Iteration 15Q: 3 clusters Score -9357662 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9358057.000000 Penalty: 5583.786133
	Iteration 16Q: 3 clusters Score -9358057 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9358241.000000 Penalty: 5583.786133
	Iteration 17Q: 3 clusters Score -9358241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9358347.000000 Penalty: 5583.786133
	Iteration 18Q: 3 clusters Score -9358347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9358498.000000 Penalty: 5583.786133
	Iteration 19Q: 3 clusters Score -9358498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9358526.000000 Penalty: 5583.786133
	Iteration 20F: 3 clusters Score -9358526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9358574.000000 Penalty: 5583.786133
	Iteration 21Q: 3 clusters Score -9358574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9358614.000000 Penalty: 5583.786133
	Iteration 22Q: 3 clusters Score -9358614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9358640.000000 Penalty: 5583.786133
	Iteration 23Q: 3 clusters Score -9358640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9358664.000000 Penalty: 5583.786133
	Iteration 24Q: 3 clusters Score -9358664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 5583.786133
	Iteration 25Q: 3 clusters Score -9358674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9358698.000000 Penalty: 5583.786133
	Iteration 26Q: 3 clusters Score -9358698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9358699.000000 Penalty: 5583.786133
	Iteration 27Q: 3 clusters Score -9358699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9358697.000000 Penalty: 5583.786133
	Iteration 28Q: 3 clusters Score -9358697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9358700.000000 Penalty: 5583.786133
	Iteration 29Q: 3 clusters Score -9358700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9358693.000000 Penalty: 5583.786133
	Iteration 30Q: 3 clusters Score -9358693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9358703.000000 Penalty: 5583.786133
	Iteration 31Q: 3 clusters Score -9358703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9358695.000000 Penalty: 5583.786133
	Iteration 32Q: 3 clusters Score -9358695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9358700.000000 Penalty: 5583.786133
	Iteration 33Q: 3 clusters Score -9358700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9358699.000000 Penalty: 5583.786133
	Iteration 34Q: 3 clusters Score -9358699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 5583.786133
	Iteration 35Q: 3 clusters Score -9358705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9358711.000000 Penalty: 5583.786133
	Iteration 36Q: 3 clusters Score -9358711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9358703.000000 Penalty: 5583.786133
	Iteration 37Q: 3 clusters Score -9358703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9358706.000000 Penalty: 5583.786133
	Iteration 38Q: 3 clusters Score -9358706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 5583.786133
	Iteration 39Q: 3 clusters Score -9358705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 5583.786133
	Iteration 40F: 3 clusters Score -9358705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -528791.562500 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -528791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -524372.250000 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -524372.2 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -525641.062500 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -525641.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -526121.187500 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -526121.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -526576.437500 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -526576.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -527033.812500 Penalty: 4198.459473
	Iteration 4F: 3 clusters Score -527033.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -527382.750000 Penalty: 4198.459473
	Iteration 5F: 3 clusters Score -527382.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -527579.500000 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -527579.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -527698.687500 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -527698.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -527803.750000 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -527803.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -527886.312500 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -527886.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -527944.750000 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -527944.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -528004.187500 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -528004.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -528038.937500 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -528038.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -528053.937500 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -528053.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -528067.875000 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -528067.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -528075.562500 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -528075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -528081.500000 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -528081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -528083.937500 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -528083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -528085.750000 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -528085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -528085.812500 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -528085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -528089.187500 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -528089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -528092.375000 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -528092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -528094.125000 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -528094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -528093.687500 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -528093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -528094.500000 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -528094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -528095.875000 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -528095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -528096.937500 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -528096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -528096.312500 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -528096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -528097.875000 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -528097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -528098.812500 Penalty: 4198.459473
	Iteration 29Q: 3 clusters Score -528098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -528099.250000 Penalty: 4198.459473
	Iteration 30Q: 3 clusters Score -528099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -528099.750000 Penalty: 4198.459473
	Iteration 31Q: 3 clusters Score -528099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -528099.750000 Penalty: 4198.459473
	Iteration 32F: 3 clusters Score -528099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -415764.500000 Penalty: 2039.326416
	Iteration 0F: 2 clusters Score -415764.5 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 1867 members 
Entering Unmasked Estep 
Score: -412040.781250 Penalty: 4078.652832
	Iteration 0F: 3 clusters Score -412040.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -412855.062500 Penalty: 4078.652832
	Iteration 1F: 3 clusters Score -412855.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413143.375000 Penalty: 4078.652832
	Iteration 2F: 3 clusters Score -413143.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -413420.250000 Penalty: 4078.652832
	Iteration 3F: 3 clusters Score -413420.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -413677.875000 Penalty: 4078.652832
	Iteration 4F: 3 clusters Score -413677.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -413870.062500 Penalty: 4078.652832
	Iteration 5F: 3 clusters Score -413870.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -414040.312500 Penalty: 4078.652832
	Iteration 6Q: 3 clusters Score -414040.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -414204.312500 Penalty: 4078.652832
	Iteration 7Q: 3 clusters Score -414204.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -414352.500000 Penalty: 4078.652832
	Iteration 8Q: 3 clusters Score -414352.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -414483.625000 Penalty: 4078.652832
	Iteration 9Q: 3 clusters Score -414483.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -414590.250000 Penalty: 4078.652832
	Iteration 10Q: 3 clusters Score -414590.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -414688.093750 Penalty: 4078.652832
	Iteration 11Q: 3 clusters Score -414688.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -414782.125000 Penalty: 4078.652832
	Iteration 12Q: 3 clusters Score -414782.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -414912.062500 Penalty: 4078.652832
	Iteration 13Q: 3 clusters Score -414912.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -415080.156250 Penalty: 4078.652832
	Iteration 14Q: 3 clusters Score -415080.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -415258.406250 Penalty: 4078.652832
	Iteration 15Q: 3 clusters Score -415258.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -415397.812500 Penalty: 4078.652832
	Iteration 16Q: 3 clusters Score -415397.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -415527.625000 Penalty: 4078.652832
	Iteration 17Q: 3 clusters Score -415527.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415639.375000 Penalty: 4078.652832
	Iteration 18Q: 3 clusters Score -415639.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -415745.531250 Penalty: 4078.652832
	Iteration 19Q: 3 clusters Score -415745.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -415836.218750 Penalty: 4078.652832
	Iteration 20F: 3 clusters Score -415836.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -415924.281250 Penalty: 4078.652832
	Iteration 21Q: 3 clusters Score -415924.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -416026.718750 Penalty: 4078.652832
	Iteration 22Q: 3 clusters Score -416026.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -416074.625000 Penalty: 4078.652832
	Iteration 23Q: 3 clusters Score -416074.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -416083.750000 Penalty: 4078.652832
	Iteration 24Q: 3 clusters Score -416083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -416086.968750 Penalty: 4078.652832
	Iteration 25Q: 3 clusters Score -416087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -416086.968750 Penalty: 4078.652832
	Iteration 26F: 3 clusters Score -416087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 66546 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70709 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77469 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13493 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 1187 members 
Entering Unmasked Estep 
Score: -45034260.000000 Penalty: 108619.007812
Splitting cluster 21 changes total score from -45034964.000000 to -45034260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -157491.984375 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -157492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155300.640625 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -155300.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -155810.578125 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -155810.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156015.531250 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -156015.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -156198.203125 Penalty: 3631.309570
	Iteration 3F: 3 clusters Score -156198.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -156364.062500 Penalty: 3631.309570
	Iteration 4F: 3 clusters Score -156364.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -156493.218750 Penalty: 3631.309570
	Iteration 5F: 3 clusters Score -156493.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -156593.171875 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -156593.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -156680.359375 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -156680.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -156709.687500 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -156709.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -156724.781250 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -156724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -156738.109375 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -156738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -156741.921875 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -156741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -156745.671875 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -156745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -156749.218750 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -156749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -156752.765625 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -156752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -156758.656250 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -156758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -156760.734375 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -156760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -156762.593750 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -156762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156763.312500 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -156763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -156764.125000 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -156764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -156773.875000 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -156773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156807.203125 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -156807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156819.343750 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -156819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -156836.796875 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -156836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -156841.734375 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -156841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -156844.734375 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -156844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -156845.578125 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -156845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -156847.921875 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -156847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -156850.671875 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -156850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -156852.375000 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -156852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -156854.546875 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -156854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -156856.390625 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -156856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -156858.578125 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -156858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -156862.953125 Penalty: 3631.309570
	Iteration 33Q: 3 clusters Score -156863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -156869.734375 Penalty: 3631.309570
	Iteration 34Q: 3 clusters Score -156869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -156876.703125 Penalty: 3631.309570
	Iteration 35Q: 3 clusters Score -156876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -156879.484375 Penalty: 3631.309570
	Iteration 36Q: 3 clusters Score -156879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -156883.109375 Penalty: 3631.309570
	Iteration 37Q: 3 clusters Score -156883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -156883.734375 Penalty: 3631.309570
	Iteration 38Q: 3 clusters Score -156883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -156884.703125 Penalty: 3631.309570
	Iteration 39Q: 3 clusters Score -156884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -156900.062500 Penalty: 3631.309570
	Iteration 40F: 3 clusters Score -156900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -156945.718750 Penalty: 3631.309570
	Iteration 41Q: 3 clusters Score -156945.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -156964.140625 Penalty: 3631.309570
	Iteration 42Q: 3 clusters Score -156964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -156968.375000 Penalty: 3631.309570
	Iteration 43Q: 3 clusters Score -156968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -156976.484375 Penalty: 3631.309570
	Iteration 44Q: 3 clusters Score -156976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -156979.890625 Penalty: 3631.309570
	Iteration 45Q: 3 clusters Score -156979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -156981.578125 Penalty: 3631.309570
	Iteration 46Q: 3 clusters Score -156981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -156983.843750 Penalty: 3631.309570
	Iteration 47Q: 3 clusters Score -156983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -156985.203125 Penalty: 3631.309570
	Iteration 48Q: 3 clusters Score -156985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -156988.750000 Penalty: 3631.309570
	Iteration 49Q: 3 clusters Score -156988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -156989.312500 Penalty: 3631.309570
	Iteration 50Q: 3 clusters Score -156989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -156989.312500 Penalty: 3631.309570
	Iteration 51F: 3 clusters Score -156989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -259665.437500 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -259665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -256671.281250 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -256671.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -257460.390625 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -257460.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257744.125000 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -257744.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257904.484375 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -257904.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258013.421875 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -258013.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258094.703125 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -258094.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -258187.500000 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -258187.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258276.015625 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -258276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -258352.843750 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -258352.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -258430.546875 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -258430.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258493.187500 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -258493.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -258530.875000 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -258530.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -258559.515625 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -258559.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -258586.812500 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -258586.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258610.781250 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -258610.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -258635.406250 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -258635.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -258646.031250 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -258646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258651.625000 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -258651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -258658.968750 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -258659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258664.078125 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -258664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258667.453125 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -258667.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -258681.890625 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -258681.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258691.671875 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -258691.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258697.828125 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -258697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258706.984375 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -258707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258720.468750 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -258720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -258732.781250 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -258732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -258740.171875 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -258740.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -258749.828125 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -258749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -258759.046875 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -258759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -258765.531250 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -258765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -258769.546875 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -258769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -258777.421875 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -258777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -258783.937500 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -258783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -258788.265625 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -258788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -258794.562500 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -258794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -258795.531250 Penalty: 3906.436035
	Iteration 36Q: 3 clusters Score -258795.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -258797.968750 Penalty: 3906.436035
	Iteration 37Q: 3 clusters Score -258798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -258802.000000 Penalty: 3906.436035
	Iteration 38Q: 3 clusters Score -258802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -258806.453125 Penalty: 3906.436035
	Iteration 39Q: 3 clusters Score -258806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -258812.546875 Penalty: 3906.436035
	Iteration 40F: 3 clusters Score -258812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -258814.765625 Penalty: 3906.436035
	Iteration 41Q: 3 clusters Score -258814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258817.375000 Penalty: 3906.436035
	Iteration 42Q: 3 clusters Score -258817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -258819.640625 Penalty: 3906.436035
	Iteration 43Q: 3 clusters Score -258819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -258820.468750 Penalty: 3906.436035
	Iteration 44Q: 3 clusters Score -258820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258821.328125 Penalty: 3906.436035
	Iteration 45Q: 3 clusters Score -258821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -258822.203125 Penalty: 3906.436035
	Iteration 46Q: 3 clusters Score -258822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -258822.421875 Penalty: 3906.436035
	Iteration 47Q: 3 clusters Score -258822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -258822.421875 Penalty: 3906.436035
	Iteration 48F: 3 clusters Score -258822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -409638.125000 Penalty: 2031.276733
	Iteration 0F: 2 clusters Score -409638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -406017.031250 Penalty: 4062.553467
	Iteration 0F: 3 clusters Score -406017 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406866.843750 Penalty: 4062.553467
	Iteration 1F: 3 clusters Score -406866.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -407171.531250 Penalty: 4062.553467
	Iteration 2F: 3 clusters Score -407171.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -407396.062500 Penalty: 4062.553467
	Iteration 3F: 3 clusters Score -407396.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -407605.031250 Penalty: 4062.553467
	Iteration 4F: 3 clusters Score -407605 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -407793.156250 Penalty: 4062.553467
	Iteration 5Q: 3 clusters Score -407793.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -408006.625000 Penalty: 4062.553467
	Iteration 6Q: 3 clusters Score -408006.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -408231.250000 Penalty: 4062.553467
	Iteration 7Q: 3 clusters Score -408231.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -408400.937500 Penalty: 4062.553467
	Iteration 8Q: 3 clusters Score -408400.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -408516.062500 Penalty: 4062.553467
	Iteration 9Q: 3 clusters Score -408516.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -408607.375000 Penalty: 4062.553467
	Iteration 10Q: 3 clusters Score -408607.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -408684.968750 Penalty: 4062.553467
	Iteration 11Q: 3 clusters Score -408685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -408728.875000 Penalty: 4062.553467
	Iteration 12Q: 3 clusters Score -408728.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -408763.312500 Penalty: 4062.553467
	Iteration 13Q: 3 clusters Score -408763.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -408790.531250 Penalty: 4062.553467
	Iteration 14Q: 3 clusters Score -408790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -408815.593750 Penalty: 4062.553467
	Iteration 15Q: 3 clusters Score -408815.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -408851.000000 Penalty: 4062.553467
	Iteration 16Q: 3 clusters Score -408851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -408886.687500 Penalty: 4062.553467
	Iteration 17Q: 3 clusters Score -408886.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -408923.125000 Penalty: 4062.553467
	Iteration 18Q: 3 clusters Score -408923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408940.781250 Penalty: 4062.553467
	Iteration 19Q: 3 clusters Score -408940.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -408957.531250 Penalty: 4062.553467
	Iteration 20F: 3 clusters Score -408957.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -408975.406250 Penalty: 4062.553467
	Iteration 21Q: 3 clusters Score -408975.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -408994.593750 Penalty: 4062.553467
	Iteration 22Q: 3 clusters Score -408994.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -409020.281250 Penalty: 4062.553467
	Iteration 23Q: 3 clusters Score -409020.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -409045.093750 Penalty: 4062.553467
	Iteration 24Q: 3 clusters Score -409045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -409074.031250 Penalty: 4062.553467
	Iteration 25Q: 3 clusters Score -409074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -409114.718750 Penalty: 4062.553467
	Iteration 26Q: 3 clusters Score -409114.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -409148.437500 Penalty: 4062.553467
	Iteration 27Q: 3 clusters Score -409148.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -409182.093750 Penalty: 4062.553467
	Iteration 28Q: 3 clusters Score -409182.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -409209.968750 Penalty: 4062.553467
	Iteration 29Q: 3 clusters Score -409210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -409223.687500 Penalty: 4062.553467
	Iteration 30Q: 3 clusters Score -409223.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -409230.937500 Penalty: 4062.553467
	Iteration 31Q: 3 clusters Score -409230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -409234.218750 Penalty: 4062.553467
	Iteration 32Q: 3 clusters Score -409234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -409236.156250 Penalty: 4062.553467
	Iteration 33Q: 3 clusters Score -409236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -409241.343750 Penalty: 4062.553467
	Iteration 34Q: 3 clusters Score -409241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -409245.687500 Penalty: 4062.553467
	Iteration 35Q: 3 clusters Score -409245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -409248.031250 Penalty: 4062.553467
	Iteration 36Q: 3 clusters Score -409248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -409249.812500 Penalty: 4062.553467
	Iteration 37Q: 3 clusters Score -409249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -409251.968750 Penalty: 4062.553467
	Iteration 38Q: 3 clusters Score -409252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -409253.968750 Penalty: 4062.553467
	Iteration 39Q: 3 clusters Score -409254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -409254.500000 Penalty: 4062.553467
	Iteration 40F: 3 clusters Score -409254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -409255.312500 Penalty: 4062.553467
	Iteration 41Q: 3 clusters Score -409255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409254.937500 Penalty: 4062.553467
	Iteration 42Q: 3 clusters Score -409254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -409255.781250 Penalty: 4062.553467
	Iteration 43Q: 3 clusters Score -409255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -409256.281250 Penalty: 4062.553467
	Iteration 44Q: 3 clusters Score -409256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -409256.562500 Penalty: 4062.553467
	Iteration 45Q: 3 clusters Score -409256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -409256.562500 Penalty: 4062.553467
	Iteration 46F: 3 clusters Score -409256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Entering Unmasked Estep 
Score: -1677938.375000 Penalty: 2383.659180
	Iteration 0F: 2 clusters Score -1677938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1667082.250000 Penalty: 4767.318359
	Iteration 0F: 3 clusters Score -1667082 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1670983.125000 Penalty: 4767.318359
	Iteration 1F: 3 clusters Score -1670983 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1671801.500000 Penalty: 4767.318359
	Iteration 2F: 3 clusters Score -1671802 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1672636.000000 Penalty: 4767.318359
	Iteration 3F: 3 clusters Score -1672636 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1673411.375000 Penalty: 4767.318359
	Iteration 4F: 3 clusters Score -1673411 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1674090.625000 Penalty: 4767.318359
	Iteration 5F: 3 clusters Score -1674091 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1674580.250000 Penalty: 4767.318359
	Iteration 6F: 3 clusters Score -1674580 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1674930.750000 Penalty: 4767.318359
	Iteration 7Q: 3 clusters Score -1674931 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1675185.500000 Penalty: 4767.318359
	Iteration 8Q: 3 clusters Score -1675186 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1675354.375000 Penalty: 4767.318359
	Iteration 9Q: 3 clusters Score -1675354 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1675513.000000 Penalty: 4767.318359
	Iteration 10Q: 3 clusters Score -1675513 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1675616.125000 Penalty: 4767.318359
	Iteration 11Q: 3 clusters Score -1675616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1675699.500000 Penalty: 4767.318359
	Iteration 12Q: 3 clusters Score -1675700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1675783.875000 Penalty: 4767.318359
	Iteration 13Q: 3 clusters Score -1675784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1675847.875000 Penalty: 4767.318359
	Iteration 14Q: 3 clusters Score -1675848 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1675887.500000 Penalty: 4767.318359
	Iteration 15Q: 3 clusters Score -1675888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1675939.875000 Penalty: 4767.318359
	Iteration 16Q: 3 clusters Score -1675940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1675982.750000 Penalty: 4767.318359
	Iteration 17Q: 3 clusters Score -1675983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1676020.625000 Penalty: 4767.318359
	Iteration 18Q: 3 clusters Score -1676021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1676051.750000 Penalty: 4767.318359
	Iteration 19Q: 3 clusters Score -1676052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1676084.750000 Penalty: 4767.318359
	Iteration 20F: 3 clusters Score -1676085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1676107.250000 Penalty: 4767.318359
	Iteration 21Q: 3 clusters Score -1676107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1676125.250000 Penalty: 4767.318359
	Iteration 22Q: 3 clusters Score -1676125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1676137.000000 Penalty: 4767.318359
	Iteration 23Q: 3 clusters Score -1676137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1676146.625000 Penalty: 4767.318359
	Iteration 24Q: 3 clusters Score -1676147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1676160.250000 Penalty: 4767.318359
	Iteration 25Q: 3 clusters Score -1676160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1676163.375000 Penalty: 4767.318359
	Iteration 26Q: 3 clusters Score -1676163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1676167.875000 Penalty: 4767.318359
	Iteration 27Q: 3 clusters Score -1676168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1676173.500000 Penalty: 4767.318359
	Iteration 28Q: 3 clusters Score -1676174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1676179.750000 Penalty: 4767.318359
	Iteration 29Q: 3 clusters Score -1676180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1676179.875000 Penalty: 4767.318359
	Iteration 30Q: 3 clusters Score -1676180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1676186.375000 Penalty: 4767.318359
	Iteration 31Q: 3 clusters Score -1676186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1676183.750000 Penalty: 4767.318359
	Iteration 32Q: 3 clusters Score -1676184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1676188.750000 Penalty: 4767.318359
	Iteration 33Q: 3 clusters Score -1676189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1676193.625000 Penalty: 4767.318359
	Iteration 34Q: 3 clusters Score -1676194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1676191.875000 Penalty: 4767.318359
	Iteration 35Q: 3 clusters Score -1676192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1676191.625000 Penalty: 4767.318359
	Iteration 36Q: 3 clusters Score -1676192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1676190.750000 Penalty: 4767.318359
	Iteration 37Q: 3 clusters Score -1676191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1676199.000000 Penalty: 4767.318359
	Iteration 38Q: 3 clusters Score -1676199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1676200.500000 Penalty: 4767.318359
	Iteration 39Q: 3 clusters Score -1676200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1676200.625000 Penalty: 4767.318359
	Iteration 40F: 3 clusters Score -1676201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1676204.250000 Penalty: 4767.318359
	Iteration 41Q: 3 clusters Score -1676204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1676205.000000 Penalty: 4767.318359
	Iteration 42Q: 3 clusters Score -1676205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1676207.750000 Penalty: 4767.318359
	Iteration 43Q: 3 clusters Score -1676208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1676208.500000 Penalty: 4767.318359
	Iteration 44Q: 3 clusters Score -1676208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1676207.500000 Penalty: 4767.318359
	Iteration 45Q: 3 clusters Score -1676208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1676206.250000 Penalty: 4767.318359
	Iteration 46Q: 3 clusters Score -1676206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1676207.125000 Penalty: 4767.318359
	Iteration 47Q: 3 clusters Score -1676207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1676207.125000 Penalty: 4767.318359
	Iteration 48F: 3 clusters Score -1676207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -544337.250000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -544337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -539963.187500 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -539963.2 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540993.625000 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -540993.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -541237.437500 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -541237.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -541366.437500 Penalty: 4196.888672
	Iteration 3F: 3 clusters Score -541366.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -541452.000000 Penalty: 4196.888672
	Iteration 4Q: 3 clusters Score -541452 nChanged 122
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: -541514.062500 Penalty: 4196.888672
	Iteration 5Q: 3 clusters Score -541514.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -541577.000000 Penalty: 4196.888672
	Iteration 6Q: 3 clusters Score -541577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -541643.187500 Penalty: 4196.888672
	Iteration 7Q: 3 clusters Score -541643.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -541705.687500 Penalty: 4196.888672
	Iteration 8Q: 3 clusters Score -541705.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -541761.437500 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -541761.4 nChanged 108
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: -541816.187500 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -541816.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -541868.937500 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -541868.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -541922.687500 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -541922.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -541982.250000 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -541982.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -542043.937500 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -542043.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -542109.812500 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -542109.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -542168.812500 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -542168.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -542220.312500 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -542220.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -542268.750000 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -542268.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -542306.062500 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -542306.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -542338.312500 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -542338.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -542370.437500 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -542370.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -542402.625000 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -542402.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -542426.500000 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -542426.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -542455.625000 Penalty: 4196.888672
	Iteration 24Q: 3 clusters Score -542455.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -542477.625000 Penalty: 4196.888672
	Iteration 25Q: 3 clusters Score -542477.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -542494.437500 Penalty: 4196.888672
	Iteration 26Q: 3 clusters Score -542494.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -542507.312500 Penalty: 4196.888672
	Iteration 27Q: 3 clusters Score -542507.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -542517.625000 Penalty: 4196.888672
	Iteration 28Q: 3 clusters Score -542517.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -542525.812500 Penalty: 4196.888672
	Iteration 29Q: 3 clusters Score -542525.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -542532.000000 Penalty: 4196.888672
	Iteration 30Q: 3 clusters Score -542532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -542539.937500 Penalty: 4196.888672
	Iteration 31Q: 3 clusters Score -542539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -542544.875000 Penalty: 4196.888672
	Iteration 32Q: 3 clusters Score -542544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -542549.937500 Penalty: 4196.888672
	Iteration 33Q: 3 clusters Score -542549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -542553.312500 Penalty: 4196.888672
	Iteration 34Q: 3 clusters Score -542553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -542559.125000 Penalty: 4196.888672
	Iteration 35Q: 3 clusters Score -542559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -542563.375000 Penalty: 4196.888672
	Iteration 36Q: 3 clusters Score -542563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -542567.187500 Penalty: 4196.888672
	Iteration 37Q: 3 clusters Score -542567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -542571.062500 Penalty: 4196.888672
	Iteration 38Q: 3 clusters Score -542571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -542575.625000 Penalty: 4196.888672
	Iteration 39Q: 3 clusters Score -542575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -542580.062500 Penalty: 4196.888672
	Iteration 40F: 3 clusters Score -542580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -542586.125000 Penalty: 4196.888672
	Iteration 41Q: 3 clusters Score -542586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -542589.187500 Penalty: 4196.888672
	Iteration 42Q: 3 clusters Score -542589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -542593.750000 Penalty: 4196.888672
	Iteration 43Q: 3 clusters Score -542593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -542598.812500 Penalty: 4196.888672
	Iteration 44Q: 3 clusters Score -542598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -542604.625000 Penalty: 4196.888672
	Iteration 45Q: 3 clusters Score -542604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -542611.187500 Penalty: 4196.888672
	Iteration 46Q: 3 clusters Score -542611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -542621.375000 Penalty: 4196.888672
	Iteration 47Q: 3 clusters Score -542621.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -542627.187500 Penalty: 4196.888672
	Iteration 48Q: 3 clusters Score -542627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -542633.000000 Penalty: 4196.888672
	Iteration 49Q: 3 clusters Score -542633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -542636.625000 Penalty: 4196.888672
	Iteration 50Q: 3 clusters Score -542636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -542643.312500 Penalty: 4196.888672
	Iteration 51Q: 3 clusters Score -542643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -542650.187500 Penalty: 4196.888672
	Iteration 52Q: 3 clusters Score -542650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -542655.875000 Penalty: 4196.888672
	Iteration 53Q: 3 clusters Score -542655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -542660.187500 Penalty: 4196.888672
	Iteration 54Q: 3 clusters Score -542660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -542667.375000 Penalty: 4196.888672
	Iteration 55Q: 3 clusters Score -542667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -542673.875000 Penalty: 4196.888672
	Iteration 56Q: 3 clusters Score -542673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -542682.437500 Penalty: 4196.888672
	Iteration 57Q: 3 clusters Score -542682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -542691.812500 Penalty: 4196.888672
	Iteration 58Q: 3 clusters Score -542691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -542697.375000 Penalty: 4196.888672
	Iteration 59Q: 3 clusters Score -542697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -542702.187500 Penalty: 4196.888672
	Iteration 60F: 3 clusters Score -542702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -542707.812500 Penalty: 4196.888672
	Iteration 61Q: 3 clusters Score -542707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -542718.812500 Penalty: 4196.888672
	Iteration 62Q: 3 clusters Score -542718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -542726.812500 Penalty: 4196.888672
	Iteration 63Q: 3 clusters Score -542726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -542728.062500 Penalty: 4196.888672
	Iteration 64Q: 3 clusters Score -542728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -542733.125000 Penalty: 4196.888672
	Iteration 65Q: 3 clusters Score -542733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -542739.437500 Penalty: 4196.888672
	Iteration 66Q: 3 clusters Score -542739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -542750.125000 Penalty: 4196.888672
	Iteration 67Q: 3 clusters Score -542750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -542761.750000 Penalty: 4196.888672
	Iteration 68Q: 3 clusters Score -542761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -542769.375000 Penalty: 4196.888672
	Iteration 69Q: 3 clusters Score -542769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -542774.687500 Penalty: 4196.888672
	Iteration 70Q: 3 clusters Score -542774.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -542785.562500 Penalty: 4196.888672
	Iteration 71Q: 3 clusters Score -542785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -542794.750000 Penalty: 4196.888672
	Iteration 72Q: 3 clusters Score -542794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -542804.687500 Penalty: 4196.888672
	Iteration 73Q: 3 clusters Score -542804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -542812.562500 Penalty: 4196.888672
	Iteration 74Q: 3 clusters Score -542812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -542828.375000 Penalty: 4196.888672
	Iteration 75Q: 3 clusters Score -542828.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -542838.687500 Penalty: 4196.888672
	Iteration 76Q: 3 clusters Score -542838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -542849.750000 Penalty: 4196.888672
	Iteration 77Q: 3 clusters Score -542849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -542867.375000 Penalty: 4196.888672
	Iteration 78Q: 3 clusters Score -542867.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -542885.062500 Penalty: 4196.888672
	Iteration 79Q: 3 clusters Score -542885.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -542905.375000 Penalty: 4196.888672
	Iteration 80F: 3 clusters Score -542905.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -542931.187500 Penalty: 4196.888672
	Iteration 81Q: 3 clusters Score -542931.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -542973.750000 Penalty: 4196.888672
	Iteration 82Q: 3 clusters Score -542973.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -543034.500000 Penalty: 4196.888672
	Iteration 83Q: 3 clusters Score -543034.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -543155.375000 Penalty: 4196.888672
	Iteration 84Q: 3 clusters Score -543155.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -543344.187500 Penalty: 4196.888672
	Iteration 85Q: 3 clusters Score -543344.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -543533.312500 Penalty: 4196.888672
	Iteration 86Q: 3 clusters Score -543533.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -543651.250000 Penalty: 4196.888672
	Iteration 87Q: 3 clusters Score -543651.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -543734.375000 Penalty: 4196.888672
	Iteration 88Q: 3 clusters Score -543734.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -543780.187500 Penalty: 4196.888672
	Iteration 89Q: 3 clusters Score -543780.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -543806.500000 Penalty: 4196.888672
	Iteration 90Q: 3 clusters Score -543806.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -543819.687500 Penalty: 4196.888672
	Iteration 91Q: 3 clusters Score -543819.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -543829.062500 Penalty: 4196.888672
	Iteration 92Q: 3 clusters Score -543829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543834.000000 Penalty: 4196.888672
	Iteration 93Q: 3 clusters Score -543834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -543835.375000 Penalty: 4196.888672
	Iteration 94Q: 3 clusters Score -543835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543836.125000 Penalty: 4196.888672
	Iteration 95Q: 3 clusters Score -543836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -543837.000000 Penalty: 4196.888672
	Iteration 96Q: 3 clusters Score -543837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -543838.812500 Penalty: 4196.888672
	Iteration 97Q: 3 clusters Score -543838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -543838.875000 Penalty: 4196.888672
	Iteration 98Q: 3 clusters Score -543838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -543838.625000 Penalty: 4196.888672
	Iteration 99Q: 3 clusters Score -543838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -543839.500000 Penalty: 4196.888672
	Iteration 100F: 3 clusters Score -543839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -543840.500000 Penalty: 4196.888672
	Iteration 101Q: 3 clusters Score -543840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -543840.500000 Penalty: 4196.888672
	Iteration 102F: 3 clusters Score -543840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -184555.500000 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -184555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -182234.015625 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -182234 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -182658.312500 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -182658.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182757.468750 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -182757.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182798.750000 Penalty: 3651.872070
	Iteration 3Q: 3 clusters Score -182798.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182821.343750 Penalty: 3651.872070
	Iteration 4Q: 3 clusters Score -182821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -182832.812500 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -182832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -182847.609375 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -182847.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182856.468750 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -182856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -182865.156250 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -182865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -182877.015625 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -182877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182893.265625 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -182893.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182907.984375 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -182908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -182917.671875 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -182917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182919.046875 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -182919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182922.687500 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -182922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182926.953125 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -182927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -182928.703125 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -182928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182930.468750 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -182930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182931.984375 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -182932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182931.984375 Penalty: 3651.872070
	Iteration 19F: 3 clusters Score -182932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1667815.875000 Penalty: 2366.615479
	Iteration 0F: 2 clusters Score -1667816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1657628.625000 Penalty: 4733.230957
	Iteration 0F: 3 clusters Score -1657629 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1660815.250000 Penalty: 4733.230957
	Iteration 1F: 3 clusters Score -1660815 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1661107.875000 Penalty: 4733.230957
	Iteration 2F: 3 clusters Score -1661108 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1661319.375000 Penalty: 4733.230957
	Iteration 3Q: 3 clusters Score -1661319 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1661503.000000 Penalty: 4733.230957
	Iteration 4Q: 3 clusters Score -1661503 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1661694.750000 Penalty: 4733.230957
	Iteration 5Q: 3 clusters Score -1661695 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1661934.375000 Penalty: 4733.230957
	Iteration 6Q: 3 clusters Score -1661934 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1662223.750000 Penalty: 4733.230957
	Iteration 7Q: 3 clusters Score -1662224 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1662612.375000 Penalty: 4733.230957
	Iteration 8Q: 3 clusters Score -1662612 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1663086.375000 Penalty: 4733.230957
	Iteration 9F: 3 clusters Score -1663086 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1663647.000000 Penalty: 4733.230957
	Iteration 10F: 3 clusters Score -1663647 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1664205.125000 Penalty: 4733.230957
	Iteration 11Q: 3 clusters Score -1664205 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1664694.000000 Penalty: 4733.230957
	Iteration 12Q: 3 clusters Score -1664694 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1665084.375000 Penalty: 4733.230957
	Iteration 13Q: 3 clusters Score -1665084 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1665318.500000 Penalty: 4733.230957
	Iteration 14Q: 3 clusters Score -1665318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1665469.375000 Penalty: 4733.230957
	Iteration 15Q: 3 clusters Score -1665469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1665544.875000 Penalty: 4733.230957
	Iteration 16Q: 3 clusters Score -1665545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1665594.875000 Penalty: 4733.230957
	Iteration 17Q: 3 clusters Score -1665595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1665621.875000 Penalty: 4733.230957
	Iteration 18Q: 3 clusters Score -1665622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1665634.875000 Penalty: 4733.230957
	Iteration 19Q: 3 clusters Score -1665635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1665647.000000 Penalty: 4733.230957
	Iteration 20F: 3 clusters Score -1665647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1665655.875000 Penalty: 4733.230957
	Iteration 21Q: 3 clusters Score -1665656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1665661.125000 Penalty: 4733.230957
	Iteration 22Q: 3 clusters Score -1665661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1665666.000000 Penalty: 4733.230957
	Iteration 23Q: 3 clusters Score -1665666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1665666.375000 Penalty: 4733.230957
	Iteration 24Q: 3 clusters Score -1665666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1665666.375000 Penalty: 4733.230957
	Iteration 25F: 3 clusters Score -1665666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Entering Unmasked Estep 
Score: -997460.375000 Penalty: 2244.442627
	Iteration 0F: 2 clusters Score -997460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -990733.375000 Penalty: 4488.885254
	Iteration 0F: 3 clusters Score -990733.4 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -992520.187500 Penalty: 4488.885254
	Iteration 1F: 3 clusters Score -992520.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -992798.312500 Penalty: 4488.885254
	Iteration 2F: 3 clusters Score -992798.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -993032.125000 Penalty: 4488.885254
	Iteration 3F: 3 clusters Score -993032.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -993268.375000 Penalty: 4488.885254
	Iteration 4Q: 3 clusters Score -993268.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -993518.062500 Penalty: 4488.885254
	Iteration 5Q: 3 clusters Score -993518.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -993758.687500 Penalty: 4488.885254
	Iteration 6Q: 3 clusters Score -993758.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -994019.375000 Penalty: 4488.885254
	Iteration 7Q: 3 clusters Score -994019.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -994313.000000 Penalty: 4488.885254
	Iteration 8Q: 3 clusters Score -994313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -994587.125000 Penalty: 4488.885254
	Iteration 9Q: 3 clusters Score -994587.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -994800.562500 Penalty: 4488.885254
	Iteration 10Q: 3 clusters Score -994800.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -995030.312500 Penalty: 4488.885254
	Iteration 11Q: 3 clusters Score -995030.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -995257.125000 Penalty: 4488.885254
	Iteration 12Q: 3 clusters Score -995257.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -995445.250000 Penalty: 4488.885254
	Iteration 13Q: 3 clusters Score -995445.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -995625.500000 Penalty: 4488.885254
	Iteration 14Q: 3 clusters Score -995625.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -995763.625000 Penalty: 4488.885254
	Iteration 15Q: 3 clusters Score -995763.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -995900.687500 Penalty: 4488.885254
	Iteration 16Q: 3 clusters Score -995900.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -996034.687500 Penalty: 4488.885254
	Iteration 17Q: 3 clusters Score -996034.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -996172.687500 Penalty: 4488.885254
	Iteration 18Q: 3 clusters Score -996172.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -996313.750000 Penalty: 4488.885254
	Iteration 19Q: 3 clusters Score -996313.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -996500.000000 Penalty: 4488.885254
	Iteration 20F: 3 clusters Score -996500 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -996693.500000 Penalty: 4488.885254
	Iteration 21Q: 3 clusters Score -996693.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -996866.625000 Penalty: 4488.885254
	Iteration 22Q: 3 clusters Score -996866.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -996996.375000 Penalty: 4488.885254
	Iteration 23Q: 3 clusters Score -996996.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -997064.500000 Penalty: 4488.885254
	Iteration 24Q: 3 clusters Score -997064.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -997097.062500 Penalty: 4488.885254
	Iteration 25Q: 3 clusters Score -997097.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -997117.125000 Penalty: 4488.885254
	Iteration 26Q: 3 clusters Score -997117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -997123.562500 Penalty: 4488.885254
	Iteration 27Q: 3 clusters Score -997123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -997126.437500 Penalty: 4488.885254
	Iteration 28Q: 3 clusters Score -997126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -997128.437500 Penalty: 4488.885254
	Iteration 29Q: 3 clusters Score -997128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -997128.875000 Penalty: 4488.885254
	Iteration 30Q: 3 clusters Score -997128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -997131.250000 Penalty: 4488.885254
	Iteration 31Q: 3 clusters Score -997131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -997130.312500 Penalty: 4488.885254
	Iteration 32Q: 3 clusters Score -997130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -997130.062500 Penalty: 4488.885254
	Iteration 33Q: 3 clusters Score -997130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -997131.125000 Penalty: 4488.885254
	Iteration 34Q: 3 clusters Score -997131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -997131.875000 Penalty: 4488.885254
	Iteration 35Q: 3 clusters Score -997131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -997132.187500 Penalty: 4488.885254
	Iteration 36Q: 3 clusters Score -997132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -997132.187500 Penalty: 4488.885254
	Iteration 37F: 3 clusters Score -997132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -389595.468750 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -389595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -386048.375000 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -386048.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -386812.406250 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -386812.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -387000.187500 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -387000.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -387122.906250 Penalty: 4040.048828
	Iteration 3Q: 3 clusters Score -387122.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -387232.687500 Penalty: 4040.048828
	Iteration 4Q: 3 clusters Score -387232.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -387342.031250 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -387342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -387444.093750 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -387444.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -387528.312500 Penalty: 4040.048828
	Iteration 7Q: 3 clusters Score -387528.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -387610.468750 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -387610.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -387692.343750 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -387692.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -387766.062500 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -387766.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -387818.843750 Penalty: 4040.048828
	Iteration 11Q: 3 clusters Score -387818.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -387869.187500 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -387869.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -387915.500000 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -387915.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -387966.281250 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -387966.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -388005.343750 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -388005.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -388036.718750 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -388036.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388056.156250 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -388056.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388073.093750 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -388073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388083.937500 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -388083.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -388093.906250 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -388093.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -388102.000000 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -388102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388108.250000 Penalty: 4040.048828
	Iteration 22Q: 3 clusters Score -388108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -388119.625000 Penalty: 4040.048828
	Iteration 23Q: 3 clusters Score -388119.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -388127.468750 Penalty: 4040.048828
	Iteration 24Q: 3 clusters Score -388127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -388135.687500 Penalty: 4040.048828
	Iteration 25Q: 3 clusters Score -388135.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -388146.406250 Penalty: 4040.048828
	Iteration 26Q: 3 clusters Score -388146.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -388155.718750 Penalty: 4040.048828
	Iteration 27Q: 3 clusters Score -388155.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -388162.250000 Penalty: 4040.048828
	Iteration 28Q: 3 clusters Score -388162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -388166.218750 Penalty: 4040.048828
	Iteration 29Q: 3 clusters Score -388166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -388168.906250 Penalty: 4040.048828
	Iteration 30Q: 3 clusters Score -388168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -388171.375000 Penalty: 4040.048828
	Iteration 31Q: 3 clusters Score -388171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -388176.656250 Penalty: 4040.048828
	Iteration 32Q: 3 clusters Score -388176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -388179.812500 Penalty: 4040.048828
	Iteration 33Q: 3 clusters Score -388179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -388181.031250 Penalty: 4040.048828
	Iteration 34Q: 3 clusters Score -388181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -388184.468750 Penalty: 4040.048828
	Iteration 35Q: 3 clusters Score -388184.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -388188.406250 Penalty: 4040.048828
	Iteration 36Q: 3 clusters Score -388188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -388192.375000 Penalty: 4040.048828
	Iteration 37Q: 3 clusters Score -388192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -388193.812500 Penalty: 4040.048828
	Iteration 38Q: 3 clusters Score -388193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -388196.531250 Penalty: 4040.048828
	Iteration 39Q: 3 clusters Score -388196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -388199.531250 Penalty: 4040.048828
	Iteration 40F: 3 clusters Score -388199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -388201.875000 Penalty: 4040.048828
	Iteration 41Q: 3 clusters Score -388201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -388202.500000 Penalty: 4040.048828
	Iteration 42Q: 3 clusters Score -388202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -388204.375000 Penalty: 4040.048828
	Iteration 43Q: 3 clusters Score -388204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -388205.500000 Penalty: 4040.048828
	Iteration 44Q: 3 clusters Score -388205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388206.156250 Penalty: 4040.048828
	Iteration 45Q: 3 clusters Score -388206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -388207.593750 Penalty: 4040.048828
	Iteration 46Q: 3 clusters Score -388207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -388209.406250 Penalty: 4040.048828
	Iteration 47Q: 3 clusters Score -388209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -388209.375000 Penalty: 4040.048828
	Iteration 48Q: 3 clusters Score -388209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -388209.656250 Penalty: 4040.048828
	Iteration 49Q: 3 clusters Score -388209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388209.906250 Penalty: 4040.048828
	Iteration 50Q: 3 clusters Score -388209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388209.843750 Penalty: 4040.048828
	Iteration 51Q: 3 clusters Score -388209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388209.843750 Penalty: 4040.048828
	Iteration 52F: 3 clusters Score -388209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -323438.937500 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -323438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -320330.468750 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -320330.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -320932.218750 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -320932.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321074.625000 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -321074.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321153.937500 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -321153.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321211.562500 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -321211.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -321269.250000 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -321269.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321313.406250 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -321313.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321346.687500 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -321346.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -321375.062500 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -321375.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -321397.031250 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -321397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -321428.781250 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -321428.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -321460.406250 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -321460.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321495.125000 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -321495.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -321532.375000 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -321532.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321566.406250 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -321566.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -321588.593750 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -321588.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321606.250000 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -321606.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321621.375000 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -321621.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321638.125000 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -321638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -321650.437500 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -321650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -321660.062500 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -321660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -321671.125000 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -321671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -321680.875000 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -321680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -321690.937500 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -321690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -321696.031250 Penalty: 3934.985352
	Iteration 24Q: 3 clusters Score -321696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -321698.500000 Penalty: 3934.985352
	Iteration 25Q: 3 clusters Score -321698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -321702.375000 Penalty: 3934.985352
	Iteration 26Q: 3 clusters Score -321702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -321705.343750 Penalty: 3934.985352
	Iteration 27Q: 3 clusters Score -321705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -321709.437500 Penalty: 3934.985352
	Iteration 28Q: 3 clusters Score -321709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -321712.875000 Penalty: 3934.985352
	Iteration 29Q: 3 clusters Score -321712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -321715.281250 Penalty: 3934.985352
	Iteration 30Q: 3 clusters Score -321715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -321720.343750 Penalty: 3934.985352
	Iteration 31Q: 3 clusters Score -321720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -321727.093750 Penalty: 3934.985352
	Iteration 32Q: 3 clusters Score -321727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -321731.562500 Penalty: 3934.985352
	Iteration 33Q: 3 clusters Score -321731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -321737.250000 Penalty: 3934.985352
	Iteration 34Q: 3 clusters Score -321737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321744.375000 Penalty: 3934.985352
	Iteration 35Q: 3 clusters Score -321744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321750.781250 Penalty: 3934.985352
	Iteration 36Q: 3 clusters Score -321750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -321756.843750 Penalty: 3934.985352
	Iteration 37Q: 3 clusters Score -321756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -321760.843750 Penalty: 3934.985352
	Iteration 38Q: 3 clusters Score -321760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321766.312500 Penalty: 3934.985352
	Iteration 39Q: 3 clusters Score -321766.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -321775.656250 Penalty: 3934.985352
	Iteration 40F: 3 clusters Score -321775.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -321783.406250 Penalty: 3934.985352
	Iteration 41Q: 3 clusters Score -321783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -321787.375000 Penalty: 3934.985352
	Iteration 42Q: 3 clusters Score -321787.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321790.406250 Penalty: 3934.985352
	Iteration 43Q: 3 clusters Score -321790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -321794.750000 Penalty: 3934.985352
	Iteration 44Q: 3 clusters Score -321794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -321798.500000 Penalty: 3934.985352
	Iteration 45Q: 3 clusters Score -321798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -321801.406250 Penalty: 3934.985352
	Iteration 46Q: 3 clusters Score -321801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -321807.031250 Penalty: 3934.985352
	Iteration 47Q: 3 clusters Score -321807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -321810.375000 Penalty: 3934.985352
	Iteration 48Q: 3 clusters Score -321810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -321817.312500 Penalty: 3934.985352
	Iteration 49Q: 3 clusters Score -321817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -321823.875000 Penalty: 3934.985352
	Iteration 50Q: 3 clusters Score -321823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -321828.562500 Penalty: 3934.985352
	Iteration 51Q: 3 clusters Score -321828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -321831.718750 Penalty: 3934.985352
	Iteration 52Q: 3 clusters Score -321831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -321835.750000 Penalty: 3934.985352
	Iteration 53Q: 3 clusters Score -321835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -321838.437500 Penalty: 3934.985352
	Iteration 54Q: 3 clusters Score -321838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -321841.468750 Penalty: 3934.985352
	Iteration 55Q: 3 clusters Score -321841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -321842.968750 Penalty: 3934.985352
	Iteration 56Q: 3 clusters Score -321843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -321842.968750 Penalty: 3934.985352
	Iteration 57F: 3 clusters Score -321843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -1499988.750000 Penalty: 2358.461670
	Iteration 0F: 2 clusters Score -1499989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1490122.375000 Penalty: 4716.923340
	Iteration 0F: 3 clusters Score -1490122 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1493427.375000 Penalty: 4716.923340
	Iteration 1F: 3 clusters Score -1493427 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1494019.625000 Penalty: 4716.923340
	Iteration 2F: 3 clusters Score -1494020 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1494647.125000 Penalty: 4716.923340
	Iteration 3F: 3 clusters Score -1494647 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1495393.625000 Penalty: 4716.923340
	Iteration 4F: 3 clusters Score -1495394 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1496211.375000 Penalty: 4716.923340
	Iteration 5F: 3 clusters Score -1496211 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1496986.875000 Penalty: 4716.923340
	Iteration 6F: 3 clusters Score -1496987 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1497550.875000 Penalty: 4716.923340
	Iteration 7F: 3 clusters Score -1497551 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1497971.125000 Penalty: 4716.923340
	Iteration 8Q: 3 clusters Score -1497971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1498218.750000 Penalty: 4716.923340
	Iteration 9Q: 3 clusters Score -1498219 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1498369.250000 Penalty: 4716.923340
	Iteration 10Q: 3 clusters Score -1498369 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1498464.750000 Penalty: 4716.923340
	Iteration 11Q: 3 clusters Score -1498465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1498519.750000 Penalty: 4716.923340
	Iteration 12Q: 3 clusters Score -1498520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1498566.500000 Penalty: 4716.923340
	Iteration 13Q: 3 clusters Score -1498566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1498604.125000 Penalty: 4716.923340
	Iteration 14Q: 3 clusters Score -1498604 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1498637.125000 Penalty: 4716.923340
	Iteration 15Q: 3 clusters Score -1498637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1498665.500000 Penalty: 4716.923340
	Iteration 16Q: 3 clusters Score -1498666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1498698.125000 Penalty: 4716.923340
	Iteration 17Q: 3 clusters Score -1498698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1498731.250000 Penalty: 4716.923340
	Iteration 18Q: 3 clusters Score -1498731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1498749.750000 Penalty: 4716.923340
	Iteration 19Q: 3 clusters Score -1498750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1498761.250000 Penalty: 4716.923340
	Iteration 20F: 3 clusters Score -1498761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1498780.625000 Penalty: 4716.923340
	Iteration 21Q: 3 clusters Score -1498781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1498817.625000 Penalty: 4716.923340
	Iteration 22Q: 3 clusters Score -1498818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1498847.250000 Penalty: 4716.923340
	Iteration 23Q: 3 clusters Score -1498847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1498882.375000 Penalty: 4716.923340
	Iteration 24Q: 3 clusters Score -1498882 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1498916.625000 Penalty: 4716.923340
	Iteration 25Q: 3 clusters Score -1498917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1498953.750000 Penalty: 4716.923340
	Iteration 26Q: 3 clusters Score -1498954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1498985.500000 Penalty: 4716.923340
	Iteration 27Q: 3 clusters Score -1498986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1499005.500000 Penalty: 4716.923340
	Iteration 28Q: 3 clusters Score -1499006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1499033.750000 Penalty: 4716.923340
	Iteration 29Q: 3 clusters Score -1499034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1499062.375000 Penalty: 4716.923340
	Iteration 30Q: 3 clusters Score -1499062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1499093.125000 Penalty: 4716.923340
	Iteration 31Q: 3 clusters Score -1499093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1499112.375000 Penalty: 4716.923340
	Iteration 32Q: 3 clusters Score -1499112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1499136.125000 Penalty: 4716.923340
	Iteration 33Q: 3 clusters Score -1499136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1499146.750000 Penalty: 4716.923340
	Iteration 34Q: 3 clusters Score -1499147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1499157.875000 Penalty: 4716.923340
	Iteration 35Q: 3 clusters Score -1499158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1499165.875000 Penalty: 4716.923340
	Iteration 36Q: 3 clusters Score -1499166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1499169.875000 Penalty: 4716.923340
	Iteration 37Q: 3 clusters Score -1499170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1499176.625000 Penalty: 4716.923340
	Iteration 38Q: 3 clusters Score -1499177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1499175.250000 Penalty: 4716.923340
	Iteration 39Q: 3 clusters Score -1499175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1499180.000000 Penalty: 4716.923340
	Iteration 40F: 3 clusters Score -1499180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1499179.375000 Penalty: 4716.923340
	Iteration 41Q: 3 clusters Score -1499179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1499180.500000 Penalty: 4716.923340
	Iteration 42Q: 3 clusters Score -1499180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1499183.500000 Penalty: 4716.923340
	Iteration 43Q: 3 clusters Score -1499184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1499185.250000 Penalty: 4716.923340
	Iteration 44Q: 3 clusters Score -1499185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1499185.875000 Penalty: 4716.923340
	Iteration 45Q: 3 clusters Score -1499186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1499184.000000 Penalty: 4716.923340
	Iteration 46Q: 3 clusters Score -1499184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1499186.625000 Penalty: 4716.923340
	Iteration 47Q: 3 clusters Score -1499187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1499187.625000 Penalty: 4716.923340
	Iteration 48Q: 3 clusters Score -1499188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1499193.750000 Penalty: 4716.923340
	Iteration 49Q: 3 clusters Score -1499194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1499198.875000 Penalty: 4716.923340
	Iteration 50Q: 3 clusters Score -1499199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1499199.875000 Penalty: 4716.923340
	Iteration 51Q: 3 clusters Score -1499200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1499198.500000 Penalty: 4716.923340
	Iteration 52Q: 3 clusters Score -1499198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1499200.500000 Penalty: 4716.923340
	Iteration 53Q: 3 clusters Score -1499200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1499199.250000 Penalty: 4716.923340
	Iteration 54Q: 3 clusters Score -1499199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1499201.125000 Penalty: 4716.923340
	Iteration 55Q: 3 clusters Score -1499201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1499202.250000 Penalty: 4716.923340
	Iteration 56Q: 3 clusters Score -1499202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1499199.875000 Penalty: 4716.923340
	Iteration 57Q: 3 clusters Score -1499200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1499203.750000 Penalty: 4716.923340
	Iteration 58Q: 3 clusters Score -1499204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1499206.875000 Penalty: 4716.923340
	Iteration 59Q: 3 clusters Score -1499207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1499205.875000 Penalty: 4716.923340
	Iteration 60F: 3 clusters Score -1499206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1499207.750000 Penalty: 4716.923340
	Iteration 61Q: 3 clusters Score -1499208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1499211.750000 Penalty: 4716.923340
	Iteration 62Q: 3 clusters Score -1499212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1499212.500000 Penalty: 4716.923340
	Iteration 63Q: 3 clusters Score -1499212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1499212.125000 Penalty: 4716.923340
	Iteration 64Q: 3 clusters Score -1499212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1499210.000000 Penalty: 4716.923340
	Iteration 65Q: 3 clusters Score -1499210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1499211.250000 Penalty: 4716.923340
	Iteration 66Q: 3 clusters Score -1499211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1499213.750000 Penalty: 4716.923340
	Iteration 67Q: 3 clusters Score -1499214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1499215.375000 Penalty: 4716.923340
	Iteration 68Q: 3 clusters Score -1499215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1499217.500000 Penalty: 4716.923340
	Iteration 69Q: 3 clusters Score -1499218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1499218.375000 Penalty: 4716.923340
	Iteration 70Q: 3 clusters Score -1499218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1499221.750000 Penalty: 4716.923340
	Iteration 71Q: 3 clusters Score -1499222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1499223.750000 Penalty: 4716.923340
	Iteration 72Q: 3 clusters Score -1499224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1499219.750000 Penalty: 4716.923340
	Iteration 73Q: 3 clusters Score -1499220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1499222.125000 Penalty: 4716.923340
	Iteration 74Q: 3 clusters Score -1499222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1499224.750000 Penalty: 4716.923340
	Iteration 75Q: 3 clusters Score -1499225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1499221.625000 Penalty: 4716.923340
	Iteration 76Q: 3 clusters Score -1499222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1499224.000000 Penalty: 4716.923340
	Iteration 77Q: 3 clusters Score -1499224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1499224.375000 Penalty: 4716.923340
	Iteration 78Q: 3 clusters Score -1499224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1499225.625000 Penalty: 4716.923340
	Iteration 79Q: 3 clusters Score -1499226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1499225.625000 Penalty: 4716.923340
	Iteration 80F: 3 clusters Score -1499226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -744858.687500 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -744858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -739478.875000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -739478.9 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -740892.437500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -740892.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -741144.625000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -741144.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -741358.687500 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -741358.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -741575.812500 Penalty: 4345.029297
	Iteration 4F: 3 clusters Score -741575.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -741836.250000 Penalty: 4345.029297
	Iteration 5F: 3 clusters Score -741836.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -742130.062500 Penalty: 4345.029297
	Iteration 6F: 3 clusters Score -742130.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -742439.000000 Penalty: 4345.029297
	Iteration 7F: 3 clusters Score -742439 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -742717.437500 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -742717.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -742973.250000 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -742973.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -743191.437500 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -743191.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -743331.312500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -743331.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -743407.437500 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -743407.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -743454.187500 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -743454.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -743494.062500 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -743494.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -743531.625000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -743531.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -743566.687500 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -743566.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -743589.062500 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -743589.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -743604.687500 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -743604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -743614.125000 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -743614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -743614.500000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -743614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -743616.125000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -743616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -743618.562500 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -743618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -743620.687500 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -743620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -743623.125000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -743623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -743623.062500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -743623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -743627.187500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -743627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -743632.062500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -743632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -743635.125000 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -743635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -743635.812500 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -743635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -743635.562500 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -743635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -743636.562500 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -743636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -743638.062500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -743638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -743638.437500 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -743638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -743639.062500 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -743639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -743639.750000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -743639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -743640.500000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -743640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -743640.500000 Penalty: 4345.029297
	Iteration 37F: 3 clusters Score -743640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 66546 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70709 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77469 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13493 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035016.000000 Penalty: 105424.328125
Iteration 159Q: 34 clusters Score -4.503502e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 66547 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70709 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77468 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13491 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034972.000000 Penalty: 105424.328125
Iteration 160F: 34 clusters Score -4.503497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 66550 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 14314 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70707 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77467 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14936 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13488 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034980.000000 Penalty: 105424.328125
Iteration 161Q: 34 clusters Score -4.503498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 66552 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 14289 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70702 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77465 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14938 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8522 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13485 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034992.000000 Penalty: 105424.328125
Iteration 162Q: 34 clusters Score -4.503499e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 66555 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70696 members 
Mstep: Class 15 contains 3349 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77461 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14942 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 13481 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034992.000000 Penalty: 105424.328125
Iteration 163Q: 34 clusters Score -4.503499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 11384 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 14240 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70686 members 
Mstep: Class 15 contains 3380 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77457 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14947 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13478 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034976.000000 Penalty: 105424.328125
Iteration 164Q: 34 clusters Score -4.503498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 11382 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14221 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70681 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77457 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3728 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14947 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8519 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 13478 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035004.000000 Penalty: 105424.328125
Iteration 165Q: 34 clusters Score -4.5035e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14196 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70683 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77457 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 14946 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034992.000000 Penalty: 105424.328125
Iteration 166Q: 34 clusters Score -4.503499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70688 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 5070 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77456 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3732 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14947 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8523 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035008.000000 Penalty: 105424.328125
Iteration 167Q: 34 clusters Score -4.503501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 11380 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14169 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70686 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77456 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14946 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8525 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035016.000000 Penalty: 105424.328125
Iteration 168Q: 34 clusters Score -4.503502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70684 members 
Mstep: Class 15 contains 3469 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035072.000000 Penalty: 105424.328125
Iteration 169Q: 34 clusters Score -4.503507e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14125 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70687 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8527 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035016.000000 Penalty: 105424.328125
Iteration 170Q: 34 clusters Score -4.503502e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 11382 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14102 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70688 members 
Mstep: Class 15 contains 3505 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 14945 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8528 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035116.000000 Penalty: 105424.328125
Iteration 171Q: 34 clusters Score -4.503512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14088 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 70689 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 3608 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8529 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 13477 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035224.000000 Penalty: 105424.328125
Iteration 172Q: 34 clusters Score -4.503522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 70683 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8527 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 13476 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035168.000000 Penalty: 105424.328125
Iteration 173Q: 34 clusters Score -4.503517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14075 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70682 members 
Mstep: Class 15 contains 3538 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3610 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035168.000000 Penalty: 105424.328125
Iteration 174Q: 34 clusters Score -4.503517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70674 members 
Mstep: Class 15 contains 3549 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 13476 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 105424.328125
Iteration 175Q: 34 clusters Score -4.503517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 11373 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14066 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70671 members 
Mstep: Class 15 contains 3559 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 105424.328125
Iteration 176Q: 34 clusters Score -4.503517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70666 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14942 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8530 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035152.000000 Penalty: 105424.328125
Iteration 177Q: 34 clusters Score -4.503515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14051 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70657 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77455 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8530 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035144.000000 Penalty: 105424.328125
Iteration 178Q: 34 clusters Score -4.503514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14044 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70659 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035128.000000 Penalty: 105424.328125
Iteration 179Q: 34 clusters Score -4.503513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70658 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035148.000000 Penalty: 105424.328125
Iteration 180F: 34 clusters Score -4.503515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14029 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70654 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035136.000000 Penalty: 105424.328125
Iteration 181Q: 34 clusters Score -4.503514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14017 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70652 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035148.000000 Penalty: 105424.328125
Iteration 182Q: 34 clusters Score -4.503515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70649 members 
Mstep: Class 15 contains 3617 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035184.000000 Penalty: 105424.328125
Iteration 183Q: 34 clusters Score -4.503518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14009 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70647 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035188.000000 Penalty: 105424.328125
Iteration 184Q: 34 clusters Score -4.503519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14007 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70647 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035188.000000 Penalty: 105424.328125
Iteration 185Q: 34 clusters Score -4.503519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11386 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14004 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70646 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14944 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 105424.328125
Iteration 186Q: 34 clusters Score -4.503517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14002 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70645 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035164.000000 Penalty: 105424.328125
Iteration 187Q: 34 clusters Score -4.503516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70646 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035164.000000 Penalty: 105424.328125
Iteration 188Q: 34 clusters Score -4.503516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70645 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13475 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035184.000000 Penalty: 105424.328125
Iteration 189Q: 34 clusters Score -4.503518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13474 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035188.000000 Penalty: 105424.328125
Iteration 190Q: 34 clusters Score -4.503519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14001 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70643 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13473 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035188.000000 Penalty: 105424.328125
Iteration 191Q: 34 clusters Score -4.503519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13473 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 105424.328125
Iteration 192Q: 34 clusters Score -4.503517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66559 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13472 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035176.000000 Penalty: 105424.328125
Iteration 193Q: 34 clusters Score -4.503518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13473 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035180.000000 Penalty: 105424.328125
Iteration 194Q: 34 clusters Score -4.503518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3733 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13473 members 
Mstep: Class 33 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035180.000000 Penalty: 105424.328125
Iteration 195F: 34 clusters Score -4.503518e+07 nChanged 0
Entering ConstructFrom: 
Score: -45035180.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (11221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Entering Unmasked Estep 
Score: -1316002.000000 Penalty: 2312.734619
	Iteration 0F: 2 clusters Score -1316002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1307469.875000 Penalty: 4625.469238
	Iteration 0F: 3 clusters Score -1307470 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1310008.000000 Penalty: 4625.469238
	Iteration 1F: 3 clusters Score -1310008 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1310526.125000 Penalty: 4625.469238
	Iteration 2F: 3 clusters Score -1310526 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1310987.625000 Penalty: 4625.469238
	Iteration 3F: 3 clusters Score -1310988 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1311419.375000 Penalty: 4625.469238
	Iteration 4F: 3 clusters Score -1311419 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1311840.500000 Penalty: 4625.469238
	Iteration 5F: 3 clusters Score -1311840 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1312248.875000 Penalty: 4625.469238
	Iteration 6F: 3 clusters Score -1312249 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1312625.125000 Penalty: 4625.469238
	Iteration 7F: 3 clusters Score -1312625 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1313018.250000 Penalty: 4625.469238
	Iteration 8Q: 3 clusters Score -1313018 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1313379.000000 Penalty: 4625.469238
	Iteration 9Q: 3 clusters Score -1313379 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1313709.125000 Penalty: 4625.469238
	Iteration 10Q: 3 clusters Score -1313709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1314003.250000 Penalty: 4625.469238
	Iteration 11Q: 3 clusters Score -1314003 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1314218.000000 Penalty: 4625.469238
	Iteration 12Q: 3 clusters Score -1314218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1314404.125000 Penalty: 4625.469238
	Iteration 13Q: 3 clusters Score -1314404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1314555.875000 Penalty: 4625.469238
	Iteration 14Q: 3 clusters Score -1314556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1314649.500000 Penalty: 4625.469238
	Iteration 15Q: 3 clusters Score -1314650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1314722.375000 Penalty: 4625.469238
	Iteration 16Q: 3 clusters Score -1314722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1314767.375000 Penalty: 4625.469238
	Iteration 17Q: 3 clusters Score -1314767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1314792.625000 Penalty: 4625.469238
	Iteration 18Q: 3 clusters Score -1314793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1314814.500000 Penalty: 4625.469238
	Iteration 19Q: 3 clusters Score -1314814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1314829.125000 Penalty: 4625.469238
	Iteration 20F: 3 clusters Score -1314829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1314844.500000 Penalty: 4625.469238
	Iteration 21Q: 3 clusters Score -1314844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1314849.750000 Penalty: 4625.469238
	Iteration 22Q: 3 clusters Score -1314850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1314856.000000 Penalty: 4625.469238
	Iteration 23Q: 3 clusters Score -1314856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1314859.250000 Penalty: 4625.469238
	Iteration 24Q: 3 clusters Score -1314859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1314860.125000 Penalty: 4625.469238
	Iteration 25Q: 3 clusters Score -1314860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1314859.250000 Penalty: 4625.469238
	Iteration 26Q: 3 clusters Score -1314859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1314866.250000 Penalty: 4625.469238
	Iteration 27Q: 3 clusters Score -1314866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1314870.875000 Penalty: 4625.469238
	Iteration 28Q: 3 clusters Score -1314871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1314870.375000 Penalty: 4625.469238
	Iteration 29Q: 3 clusters Score -1314870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1314870.500000 Penalty: 4625.469238
	Iteration 30Q: 3 clusters Score -1314870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1314871.000000 Penalty: 4625.469238
	Iteration 31Q: 3 clusters Score -1314871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1314873.500000 Penalty: 4625.469238
	Iteration 32Q: 3 clusters Score -1314874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1314872.250000 Penalty: 4625.469238
	Iteration 33Q: 3 clusters Score -1314872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1314872.250000 Penalty: 4625.469238
	Iteration 34F: 3 clusters Score -1314872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -886477.437500 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -886477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -880361.187500 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -880361.2 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -881946.000000 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -881946 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -882221.062500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -882221.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -882424.187500 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -882424.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -882576.687500 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -882576.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -882694.000000 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -882694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -882798.062500 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -882798.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -882882.562500 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -882882.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -882955.000000 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -882955 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -883025.062500 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -883025.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -883090.750000 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -883090.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -883164.375000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -883164.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -883246.187500 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -883246.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -883323.375000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -883323.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -883395.625000 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -883395.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -883456.875000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -883456.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -883513.312500 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -883513.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -883559.812500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -883559.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -883601.500000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -883601.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -883635.437500 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -883635.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -883671.562500 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -883671.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -883695.250000 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -883695.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -883718.687500 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -883718.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -883738.437500 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -883738.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -883756.875000 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -883756.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -883775.875000 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -883775.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -883789.812500 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -883789.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -883800.750000 Penalty: 4423.052734
	Iteration 27Q: 3 clusters Score -883800.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -883810.125000 Penalty: 4423.052734
	Iteration 28Q: 3 clusters Score -883810.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -883823.250000 Penalty: 4423.052734
	Iteration 29Q: 3 clusters Score -883823.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -883835.375000 Penalty: 4423.052734
	Iteration 30Q: 3 clusters Score -883835.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -883846.437500 Penalty: 4423.052734
	Iteration 31Q: 3 clusters Score -883846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -883856.812500 Penalty: 4423.052734
	Iteration 32Q: 3 clusters Score -883856.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -883867.125000 Penalty: 4423.052734
	Iteration 33Q: 3 clusters Score -883867.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -883875.625000 Penalty: 4423.052734
	Iteration 34Q: 3 clusters Score -883875.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -883887.187500 Penalty: 4423.052734
	Iteration 35Q: 3 clusters Score -883887.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -883892.562500 Penalty: 4423.052734
	Iteration 36Q: 3 clusters Score -883892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -883897.062500 Penalty: 4423.052734
	Iteration 37Q: 3 clusters Score -883897.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -883903.062500 Penalty: 4423.052734
	Iteration 38Q: 3 clusters Score -883903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -883906.000000 Penalty: 4423.052734
	Iteration 39Q: 3 clusters Score -883906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -883909.250000 Penalty: 4423.052734
	Iteration 40F: 3 clusters Score -883909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -883912.187500 Penalty: 4423.052734
	Iteration 41Q: 3 clusters Score -883912.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -883918.125000 Penalty: 4423.052734
	Iteration 42Q: 3 clusters Score -883918.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -883920.250000 Penalty: 4423.052734
	Iteration 43Q: 3 clusters Score -883920.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -883925.375000 Penalty: 4423.052734
	Iteration 44Q: 3 clusters Score -883925.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -883929.687500 Penalty: 4423.052734
	Iteration 45Q: 3 clusters Score -883929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -883936.437500 Penalty: 4423.052734
	Iteration 46Q: 3 clusters Score -883936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -883945.312500 Penalty: 4423.052734
	Iteration 47Q: 3 clusters Score -883945.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -883955.500000 Penalty: 4423.052734
	Iteration 48Q: 3 clusters Score -883955.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -883962.937500 Penalty: 4423.052734
	Iteration 49Q: 3 clusters Score -883962.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -883973.000000 Penalty: 4423.052734
	Iteration 50Q: 3 clusters Score -883973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -883982.000000 Penalty: 4423.052734
	Iteration 51Q: 3 clusters Score -883982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -883989.875000 Penalty: 4423.052734
	Iteration 52Q: 3 clusters Score -883989.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -883998.937500 Penalty: 4423.052734
	Iteration 53Q: 3 clusters Score -883998.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -884003.312500 Penalty: 4423.052734
	Iteration 54Q: 3 clusters Score -884003.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -884018.125000 Penalty: 4423.052734
	Iteration 55Q: 3 clusters Score -884018.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -884032.625000 Penalty: 4423.052734
	Iteration 56Q: 3 clusters Score -884032.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -884038.187500 Penalty: 4423.052734
	Iteration 57Q: 3 clusters Score -884038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -884043.312500 Penalty: 4423.052734
	Iteration 58Q: 3 clusters Score -884043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -884044.875000 Penalty: 4423.052734
	Iteration 59Q: 3 clusters Score -884044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -884047.875000 Penalty: 4423.052734
	Iteration 60F: 3 clusters Score -884047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -884051.812500 Penalty: 4423.052734
	Iteration 61Q: 3 clusters Score -884051.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -884057.937500 Penalty: 4423.052734
	Iteration 62Q: 3 clusters Score -884057.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -884062.812500 Penalty: 4423.052734
	Iteration 63Q: 3 clusters Score -884062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -884062.187500 Penalty: 4423.052734
	Iteration 64Q: 3 clusters Score -884062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -884068.000000 Penalty: 4423.052734
	Iteration 65Q: 3 clusters Score -884068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -884068.250000 Penalty: 4423.052734
	Iteration 66Q: 3 clusters Score -884068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -884072.250000 Penalty: 4423.052734
	Iteration 67Q: 3 clusters Score -884072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -884073.562500 Penalty: 4423.052734
	Iteration 68Q: 3 clusters Score -884073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -884076.187500 Penalty: 4423.052734
	Iteration 69Q: 3 clusters Score -884076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -884076.062500 Penalty: 4423.052734
	Iteration 70Q: 3 clusters Score -884076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -884078.625000 Penalty: 4423.052734
	Iteration 71Q: 3 clusters Score -884078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -884080.312500 Penalty: 4423.052734
	Iteration 72Q: 3 clusters Score -884080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -884083.875000 Penalty: 4423.052734
	Iteration 73Q: 3 clusters Score -884083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -884087.250000 Penalty: 4423.052734
	Iteration 74Q: 3 clusters Score -884087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -884093.187500 Penalty: 4423.052734
	Iteration 75Q: 3 clusters Score -884093.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -884099.062500 Penalty: 4423.052734
	Iteration 76Q: 3 clusters Score -884099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -884102.500000 Penalty: 4423.052734
	Iteration 77Q: 3 clusters Score -884102.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -884108.187500 Penalty: 4423.052734
	Iteration 78Q: 3 clusters Score -884108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -884111.812500 Penalty: 4423.052734
	Iteration 79Q: 3 clusters Score -884111.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -884118.750000 Penalty: 4423.052734
	Iteration 80F: 3 clusters Score -884118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -884125.937500 Penalty: 4423.052734
	Iteration 81Q: 3 clusters Score -884125.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -884133.437500 Penalty: 4423.052734
	Iteration 82Q: 3 clusters Score -884133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -884135.375000 Penalty: 4423.052734
	Iteration 83Q: 3 clusters Score -884135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -884134.250000 Penalty: 4423.052734
	Iteration 84Q: 3 clusters Score -884134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -884135.500000 Penalty: 4423.052734
	Iteration 85Q: 3 clusters Score -884135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -884136.187500 Penalty: 4423.052734
	Iteration 86Q: 3 clusters Score -884136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -884137.250000 Penalty: 4423.052734
	Iteration 87Q: 3 clusters Score -884137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -884138.562500 Penalty: 4423.052734
	Iteration 88Q: 3 clusters Score -884138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -884141.500000 Penalty: 4423.052734
	Iteration 89Q: 3 clusters Score -884141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -884140.875000 Penalty: 4423.052734
	Iteration 90Q: 3 clusters Score -884140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -884141.687500 Penalty: 4423.052734
	Iteration 91Q: 3 clusters Score -884141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -884142.687500 Penalty: 4423.052734
	Iteration 92Q: 3 clusters Score -884142.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -884144.375000 Penalty: 4423.052734
	Iteration 93Q: 3 clusters Score -884144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -884145.687500 Penalty: 4423.052734
	Iteration 94Q: 3 clusters Score -884145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -884147.312500 Penalty: 4423.052734
	Iteration 95Q: 3 clusters Score -884147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -884146.125000 Penalty: 4423.052734
	Iteration 96Q: 3 clusters Score -884146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -884150.062500 Penalty: 4423.052734
	Iteration 97Q: 3 clusters Score -884150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -884152.562500 Penalty: 4423.052734
	Iteration 98Q: 3 clusters Score -884152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -884154.625000 Penalty: 4423.052734
	Iteration 99Q: 3 clusters Score -884154.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -884157.937500 Penalty: 4423.052734
	Iteration 100F: 3 clusters Score -884157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -884166.312500 Penalty: 4423.052734
	Iteration 101Q: 3 clusters Score -884166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -884169.250000 Penalty: 4423.052734
	Iteration 102Q: 3 clusters Score -884169.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -884169.312500 Penalty: 4423.052734
	Iteration 103Q: 3 clusters Score -884169.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -884173.625000 Penalty: 4423.052734
	Iteration 104Q: 3 clusters Score -884173.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -884178.500000 Penalty: 4423.052734
	Iteration 105Q: 3 clusters Score -884178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -884185.000000 Penalty: 4423.052734
	Iteration 106Q: 3 clusters Score -884185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -884186.562500 Penalty: 4423.052734
	Iteration 107Q: 3 clusters Score -884186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -884186.187500 Penalty: 4423.052734
	Iteration 108Q: 3 clusters Score -884186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -884186.687500 Penalty: 4423.052734
	Iteration 109Q: 3 clusters Score -884186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -884185.187500 Penalty: 4423.052734
	Iteration 110Q: 3 clusters Score -884185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -884186.000000 Penalty: 4423.052734
	Iteration 111Q: 3 clusters Score -884186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -884186.687500 Penalty: 4423.052734
	Iteration 112Q: 3 clusters Score -884186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -884186.687500 Penalty: 4423.052734
	Iteration 113F: 3 clusters Score -884186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Entering Unmasked Estep 
Score: -7936977.000000 Penalty: 2754.245605
	Iteration 0F: 2 clusters Score -7936977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -7892384.000000 Penalty: 5508.491211
	Iteration 0F: 3 clusters Score -7892384 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -7909955.500000 Penalty: 5508.491211
	Iteration 1F: 3 clusters Score -7909956 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7910811.000000 Penalty: 5508.491211
	Iteration 2Q: 3 clusters Score -7910811 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -7911910.500000 Penalty: 5508.491211
	Iteration 3Q: 3 clusters Score -7911910 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -7913424.000000 Penalty: 5508.491211
	Iteration 4Q: 3 clusters Score -7913424 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -7915535.000000 Penalty: 5508.491211
	Iteration 5F: 3 clusters Score -7915535 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7918318.500000 Penalty: 5508.491211
	Iteration 6F: 3 clusters Score -7918318 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7921554.500000 Penalty: 5508.491211
	Iteration 7F: 3 clusters Score -7921554 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7924573.000000 Penalty: 5508.491211
	Iteration 8F: 3 clusters Score -7924573 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -7927092.000000 Penalty: 5508.491211
	Iteration 9F: 3 clusters Score -7927092 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -7929009.500000 Penalty: 5508.491211
	Iteration 10Q: 3 clusters Score -7929010 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -7930320.000000 Penalty: 5508.491211
	Iteration 11Q: 3 clusters Score -7930320 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -7931295.500000 Penalty: 5508.491211
	Iteration 12Q: 3 clusters Score -7931296 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7931961.500000 Penalty: 5508.491211
	Iteration 13Q: 3 clusters Score -7931962 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -7932494.500000 Penalty: 5508.491211
	Iteration 14Q: 3 clusters Score -7932494 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -7932978.000000 Penalty: 5508.491211
	Iteration 15Q: 3 clusters Score -7932978 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7933410.000000 Penalty: 5508.491211
	Iteration 16Q: 3 clusters Score -7933410 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7933783.000000 Penalty: 5508.491211
	Iteration 17Q: 3 clusters Score -7933783 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7934074.500000 Penalty: 5508.491211
	Iteration 18Q: 3 clusters Score -7934074 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7934315.000000 Penalty: 5508.491211
	Iteration 19Q: 3 clusters Score -7934315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7934523.000000 Penalty: 5508.491211
	Iteration 20F: 3 clusters Score -7934523 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7934655.000000 Penalty: 5508.491211
	Iteration 21Q: 3 clusters Score -7934655 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7934772.500000 Penalty: 5508.491211
	Iteration 22Q: 3 clusters Score -7934772 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7934853.500000 Penalty: 5508.491211
	Iteration 23Q: 3 clusters Score -7934854 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7934935.000000 Penalty: 5508.491211
	Iteration 24Q: 3 clusters Score -7934935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7935009.000000 Penalty: 5508.491211
	Iteration 25Q: 3 clusters Score -7935009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7935058.000000 Penalty: 5508.491211
	Iteration 26Q: 3 clusters Score -7935058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7935132.500000 Penalty: 5508.491211
	Iteration 27Q: 3 clusters Score -7935132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7935186.000000 Penalty: 5508.491211
	Iteration 28Q: 3 clusters Score -7935186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7935235.000000 Penalty: 5508.491211
	Iteration 29Q: 3 clusters Score -7935235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7935279.000000 Penalty: 5508.491211
	Iteration 30Q: 3 clusters Score -7935279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7935317.500000 Penalty: 5508.491211
	Iteration 31Q: 3 clusters Score -7935318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7935333.500000 Penalty: 5508.491211
	Iteration 32Q: 3 clusters Score -7935334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7935367.500000 Penalty: 5508.491211
	Iteration 33Q: 3 clusters Score -7935368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7935394.000000 Penalty: 5508.491211
	Iteration 34Q: 3 clusters Score -7935394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7935429.000000 Penalty: 5508.491211
	Iteration 35Q: 3 clusters Score -7935429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7935453.000000 Penalty: 5508.491211
	Iteration 36Q: 3 clusters Score -7935453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7935480.000000 Penalty: 5508.491211
	Iteration 37Q: 3 clusters Score -7935480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7935489.000000 Penalty: 5508.491211
	Iteration 38Q: 3 clusters Score -7935489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7935512.000000 Penalty: 5508.491211
	Iteration 39Q: 3 clusters Score -7935512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7935518.500000 Penalty: 5508.491211
	Iteration 40F: 3 clusters Score -7935518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7935551.000000 Penalty: 5508.491211
	Iteration 41Q: 3 clusters Score -7935551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7935563.500000 Penalty: 5508.491211
	Iteration 42Q: 3 clusters Score -7935564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7935588.500000 Penalty: 5508.491211
	Iteration 43Q: 3 clusters Score -7935588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7935593.000000 Penalty: 5508.491211
	Iteration 44Q: 3 clusters Score -7935593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7935611.000000 Penalty: 5508.491211
	Iteration 45Q: 3 clusters Score -7935611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7935624.000000 Penalty: 5508.491211
	Iteration 46Q: 3 clusters Score -7935624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7935637.500000 Penalty: 5508.491211
	Iteration 47Q: 3 clusters Score -7935638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7935650.000000 Penalty: 5508.491211
	Iteration 48Q: 3 clusters Score -7935650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7935661.500000 Penalty: 5508.491211
	Iteration 49Q: 3 clusters Score -7935662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7935699.500000 Penalty: 5508.491211
	Iteration 50Q: 3 clusters Score -7935700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7935722.500000 Penalty: 5508.491211
	Iteration 51Q: 3 clusters Score -7935722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7935746.000000 Penalty: 5508.491211
	Iteration 52Q: 3 clusters Score -7935746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7935759.500000 Penalty: 5508.491211
	Iteration 53Q: 3 clusters Score -7935760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7935766.000000 Penalty: 5508.491211
	Iteration 54Q: 3 clusters Score -7935766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7935771.500000 Penalty: 5508.491211
	Iteration 55Q: 3 clusters Score -7935772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7935780.500000 Penalty: 5508.491211
	Iteration 56Q: 3 clusters Score -7935780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7935780.500000 Penalty: 5508.491211
	Iteration 57F: 3 clusters Score -7935780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -307170.031250 Penalty: 1957.698364
	Iteration 0F: 2 clusters Score -307170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -304142.406250 Penalty: 3915.396729
	Iteration 0F: 3 clusters Score -304142.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -304754.562500 Penalty: 3915.396729
	Iteration 1F: 3 clusters Score -304754.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -304891.093750 Penalty: 3915.396729
	Iteration 2F: 3 clusters Score -304891.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -304965.312500 Penalty: 3915.396729
	Iteration 3Q: 3 clusters Score -304965.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -305014.187500 Penalty: 3915.396729
	Iteration 4Q: 3 clusters Score -305014.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -305042.281250 Penalty: 3915.396729
	Iteration 5Q: 3 clusters Score -305042.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -305058.812500 Penalty: 3915.396729
	Iteration 6Q: 3 clusters Score -305058.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305073.062500 Penalty: 3915.396729
	Iteration 7Q: 3 clusters Score -305073.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -305085.593750 Penalty: 3915.396729
	Iteration 8Q: 3 clusters Score -305085.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -305097.531250 Penalty: 3915.396729
	Iteration 9Q: 3 clusters Score -305097.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -305113.156250 Penalty: 3915.396729
	Iteration 10Q: 3 clusters Score -305113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -305124.156250 Penalty: 3915.396729
	Iteration 11Q: 3 clusters Score -305124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -305135.093750 Penalty: 3915.396729
	Iteration 12Q: 3 clusters Score -305135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -305142.187500 Penalty: 3915.396729
	Iteration 13Q: 3 clusters Score -305142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -305152.750000 Penalty: 3915.396729
	Iteration 14Q: 3 clusters Score -305152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305160.843750 Penalty: 3915.396729
	Iteration 15Q: 3 clusters Score -305160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -305166.531250 Penalty: 3915.396729
	Iteration 16Q: 3 clusters Score -305166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -305172.468750 Penalty: 3915.396729
	Iteration 17Q: 3 clusters Score -305172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -305179.187500 Penalty: 3915.396729
	Iteration 18Q: 3 clusters Score -305179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -305185.875000 Penalty: 3915.396729
	Iteration 19Q: 3 clusters Score -305185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -305195.031250 Penalty: 3915.396729
	Iteration 20F: 3 clusters Score -305195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -305208.312500 Penalty: 3915.396729
	Iteration 21Q: 3 clusters Score -305208.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -305222.531250 Penalty: 3915.396729
	Iteration 22Q: 3 clusters Score -305222.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -305240.906250 Penalty: 3915.396729
	Iteration 23Q: 3 clusters Score -305240.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -305258.343750 Penalty: 3915.396729
	Iteration 24Q: 3 clusters Score -305258.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305275.812500 Penalty: 3915.396729
	Iteration 25Q: 3 clusters Score -305275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305291.875000 Penalty: 3915.396729
	Iteration 26Q: 3 clusters Score -305291.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305307.312500 Penalty: 3915.396729
	Iteration 27Q: 3 clusters Score -305307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -305323.906250 Penalty: 3915.396729
	Iteration 28Q: 3 clusters Score -305323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305340.375000 Penalty: 3915.396729
	Iteration 29Q: 3 clusters Score -305340.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -305350.656250 Penalty: 3915.396729
	Iteration 30Q: 3 clusters Score -305350.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -305359.656250 Penalty: 3915.396729
	Iteration 31Q: 3 clusters Score -305359.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305364.906250 Penalty: 3915.396729
	Iteration 32Q: 3 clusters Score -305364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305369.843750 Penalty: 3915.396729
	Iteration 33Q: 3 clusters Score -305369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305375.531250 Penalty: 3915.396729
	Iteration 34Q: 3 clusters Score -305375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -305382.437500 Penalty: 3915.396729
	Iteration 35Q: 3 clusters Score -305382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -305393.656250 Penalty: 3915.396729
	Iteration 36Q: 3 clusters Score -305393.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -305407.000000 Penalty: 3915.396729
	Iteration 37Q: 3 clusters Score -305407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -305424.093750 Penalty: 3915.396729
	Iteration 38Q: 3 clusters Score -305424.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -305435.687500 Penalty: 3915.396729
	Iteration 39Q: 3 clusters Score -305435.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -305450.031250 Penalty: 3915.396729
	Iteration 40F: 3 clusters Score -305450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -305460.937500 Penalty: 3915.396729
	Iteration 41Q: 3 clusters Score -305460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -305469.375000 Penalty: 3915.396729
	Iteration 42Q: 3 clusters Score -305469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -305477.218750 Penalty: 3915.396729
	Iteration 43Q: 3 clusters Score -305477.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -305484.343750 Penalty: 3915.396729
	Iteration 44Q: 3 clusters Score -305484.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -305494.437500 Penalty: 3915.396729
	Iteration 45Q: 3 clusters Score -305494.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -305509.500000 Penalty: 3915.396729
	Iteration 46Q: 3 clusters Score -305509.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -305523.281250 Penalty: 3915.396729
	Iteration 47Q: 3 clusters Score -305523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -305536.625000 Penalty: 3915.396729
	Iteration 48Q: 3 clusters Score -305536.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -305547.531250 Penalty: 3915.396729
	Iteration 49Q: 3 clusters Score -305547.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -305561.000000 Penalty: 3915.396729
	Iteration 50Q: 3 clusters Score -305561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -305573.968750 Penalty: 3915.396729
	Iteration 51Q: 3 clusters Score -305574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -305585.281250 Penalty: 3915.396729
	Iteration 52Q: 3 clusters Score -305585.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -305601.968750 Penalty: 3915.396729
	Iteration 53Q: 3 clusters Score -305602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -305617.281250 Penalty: 3915.396729
	Iteration 54Q: 3 clusters Score -305617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305630.531250 Penalty: 3915.396729
	Iteration 55Q: 3 clusters Score -305630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -305650.281250 Penalty: 3915.396729
	Iteration 56Q: 3 clusters Score -305650.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -305673.718750 Penalty: 3915.396729
	Iteration 57Q: 3 clusters Score -305673.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -305700.312500 Penalty: 3915.396729
	Iteration 58Q: 3 clusters Score -305700.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -305732.937500 Penalty: 3915.396729
	Iteration 59Q: 3 clusters Score -305732.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -305764.156250 Penalty: 3915.396729
	Iteration 60F: 3 clusters Score -305764.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -305807.125000 Penalty: 3915.396729
	Iteration 61Q: 3 clusters Score -305807.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -305842.812500 Penalty: 3915.396729
	Iteration 62Q: 3 clusters Score -305842.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -305882.125000 Penalty: 3915.396729
	Iteration 63Q: 3 clusters Score -305882.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -305940.750000 Penalty: 3915.396729
	Iteration 64Q: 3 clusters Score -305940.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -306000.593750 Penalty: 3915.396729
	Iteration 65Q: 3 clusters Score -306000.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -306058.375000 Penalty: 3915.396729
	Iteration 66Q: 3 clusters Score -306058.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -306106.312500 Penalty: 3915.396729
	Iteration 67Q: 3 clusters Score -306106.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -306132.718750 Penalty: 3915.396729
	Iteration 68Q: 3 clusters Score -306132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -306139.125000 Penalty: 3915.396729
	Iteration 69Q: 3 clusters Score -306139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -306141.125000 Penalty: 3915.396729
	Iteration 70Q: 3 clusters Score -306141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -306143.593750 Penalty: 3915.396729
	Iteration 71Q: 3 clusters Score -306143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -306144.593750 Penalty: 3915.396729
	Iteration 72Q: 3 clusters Score -306144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -306148.656250 Penalty: 3915.396729
	Iteration 73Q: 3 clusters Score -306148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -306152.968750 Penalty: 3915.396729
	Iteration 74Q: 3 clusters Score -306153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -306158.781250 Penalty: 3915.396729
	Iteration 75Q: 3 clusters Score -306158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -306166.218750 Penalty: 3915.396729
	Iteration 76Q: 3 clusters Score -306166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -306170.375000 Penalty: 3915.396729
	Iteration 77Q: 3 clusters Score -306170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -306178.906250 Penalty: 3915.396729
	Iteration 78Q: 3 clusters Score -306178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306184.656250 Penalty: 3915.396729
	Iteration 79Q: 3 clusters Score -306184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -306186.156250 Penalty: 3915.396729
	Iteration 80F: 3 clusters Score -306186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -172948.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -172948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170587.234375 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -170587.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -171162.031250 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -171162 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -171490.171875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -171490.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171737.765625 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -171737.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -171937.062500 Penalty: 3683.273193
	Iteration 4F: 3 clusters Score -171937.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172082.000000 Penalty: 3683.273193
	Iteration 5F: 3 clusters Score -172082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -172176.796875 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -172176.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -172220.218750 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -172220.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -172253.375000 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -172253.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -172278.359375 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -172278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -172288.234375 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -172288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -172301.203125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -172301.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -172315.093750 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -172315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -172320.500000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -172320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -172324.062500 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -172324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -172326.468750 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -172326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -172329.281250 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -172329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -172330.546875 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -172330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -172331.921875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -172331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -172334.234375 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -172334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -172339.234375 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -172339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -172340.343750 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -172340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -172340.734375 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -172340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -172340.734375 Penalty: 3683.273193
	Iteration 23F: 3 clusters Score -172340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -181332.875000 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -181332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178960.250000 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -178960.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179354.343750 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -179354.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179506.515625 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -179506.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179606.875000 Penalty: 3661.533691
	Iteration 3Q: 3 clusters Score -179606.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179675.078125 Penalty: 3661.533691
	Iteration 4Q: 3 clusters Score -179675.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179732.796875 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -179732.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179775.906250 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -179775.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179821.000000 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -179821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179859.890625 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -179859.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179890.562500 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -179890.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -179917.484375 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -179917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -179929.281250 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -179929.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179945.312500 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -179945.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -179961.609375 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -179961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -179975.500000 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -179975.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -179988.421875 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -179988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -179999.265625 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -179999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180012.203125 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -180012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180015.984375 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -180016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180017.156250 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -180017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180019.000000 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -180019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180019.765625 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -180019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180020.015625 Penalty: 3661.533691
	Iteration 22Q: 3 clusters Score -180020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180020.015625 Penalty: 3661.533691
	Iteration 23F: 3 clusters Score -180020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Entering Unmasked Estep 
Score: -1380139.125000 Penalty: 2316.376465
	Iteration 0F: 2 clusters Score -1380139 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 5681 members 
Entering Unmasked Estep 
Score: -1371711.625000 Penalty: 4632.752930
	Iteration 0F: 3 clusters Score -1371712 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1374058.250000 Penalty: 4632.752930
	Iteration 1F: 3 clusters Score -1374058 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1374312.250000 Penalty: 4632.752930
	Iteration 2F: 3 clusters Score -1374312 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1374486.750000 Penalty: 4632.752930
	Iteration 3Q: 3 clusters Score -1374487 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1374625.875000 Penalty: 4632.752930
	Iteration 4Q: 3 clusters Score -1374626 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1374730.875000 Penalty: 4632.752930
	Iteration 5Q: 3 clusters Score -1374731 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1374798.750000 Penalty: 4632.752930
	Iteration 6Q: 3 clusters Score -1374799 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1374856.875000 Penalty: 4632.752930
	Iteration 7Q: 3 clusters Score -1374857 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1374911.750000 Penalty: 4632.752930
	Iteration 8Q: 3 clusters Score -1374912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1374966.375000 Penalty: 4632.752930
	Iteration 9Q: 3 clusters Score -1374966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1375009.250000 Penalty: 4632.752930
	Iteration 10Q: 3 clusters Score -1375009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1375045.875000 Penalty: 4632.752930
	Iteration 11Q: 3 clusters Score -1375046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1375063.125000 Penalty: 4632.752930
	Iteration 12Q: 3 clusters Score -1375063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1375089.625000 Penalty: 4632.752930
	Iteration 13Q: 3 clusters Score -1375090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1375104.500000 Penalty: 4632.752930
	Iteration 14Q: 3 clusters Score -1375104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1375119.750000 Penalty: 4632.752930
	Iteration 15Q: 3 clusters Score -1375120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1375131.500000 Penalty: 4632.752930
	Iteration 16Q: 3 clusters Score -1375132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1375136.750000 Penalty: 4632.752930
	Iteration 17Q: 3 clusters Score -1375137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1375151.625000 Penalty: 4632.752930
	Iteration 18Q: 3 clusters Score -1375152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1375160.500000 Penalty: 4632.752930
	Iteration 19Q: 3 clusters Score -1375160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1375177.000000 Penalty: 4632.752930
	Iteration 20F: 3 clusters Score -1375177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1375189.750000 Penalty: 4632.752930
	Iteration 21Q: 3 clusters Score -1375190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1375202.500000 Penalty: 4632.752930
	Iteration 22Q: 3 clusters Score -1375202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1375207.875000 Penalty: 4632.752930
	Iteration 23Q: 3 clusters Score -1375208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1375227.375000 Penalty: 4632.752930
	Iteration 24Q: 3 clusters Score -1375227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1375245.500000 Penalty: 4632.752930
	Iteration 25Q: 3 clusters Score -1375246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1375259.000000 Penalty: 4632.752930
	Iteration 26Q: 3 clusters Score -1375259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1375273.000000 Penalty: 4632.752930
	Iteration 27Q: 3 clusters Score -1375273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1375291.000000 Penalty: 4632.752930
	Iteration 28Q: 3 clusters Score -1375291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1375315.000000 Penalty: 4632.752930
	Iteration 29Q: 3 clusters Score -1375315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1375340.875000 Penalty: 4632.752930
	Iteration 30Q: 3 clusters Score -1375341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1375375.125000 Penalty: 4632.752930
	Iteration 31Q: 3 clusters Score -1375375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1375405.750000 Penalty: 4632.752930
	Iteration 32Q: 3 clusters Score -1375406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1375462.625000 Penalty: 4632.752930
	Iteration 33Q: 3 clusters Score -1375463 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1375524.000000 Penalty: 4632.752930
	Iteration 34Q: 3 clusters Score -1375524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1375610.000000 Penalty: 4632.752930
	Iteration 35Q: 3 clusters Score -1375610 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1375730.000000 Penalty: 4632.752930
	Iteration 36Q: 3 clusters Score -1375730 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1375864.625000 Penalty: 4632.752930
	Iteration 37Q: 3 clusters Score -1375865 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1376027.500000 Penalty: 4632.752930
	Iteration 38Q: 3 clusters Score -1376028 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1376244.875000 Penalty: 4632.752930
	Iteration 39Q: 3 clusters Score -1376245 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1376498.875000 Penalty: 4632.752930
	Iteration 40F: 3 clusters Score -1376499 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1376774.625000 Penalty: 4632.752930
	Iteration 41Q: 3 clusters Score -1376775 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1377054.125000 Penalty: 4632.752930
	Iteration 42Q: 3 clusters Score -1377054 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1377315.375000 Penalty: 4632.752930
	Iteration 43Q: 3 clusters Score -1377315 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1377533.750000 Penalty: 4632.752930
	Iteration 44Q: 3 clusters Score -1377534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1377712.750000 Penalty: 4632.752930
	Iteration 45Q: 3 clusters Score -1377713 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1377838.250000 Penalty: 4632.752930
	Iteration 46Q: 3 clusters Score -1377838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1377915.250000 Penalty: 4632.752930
	Iteration 47Q: 3 clusters Score -1377915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1377968.500000 Penalty: 4632.752930
	Iteration 48Q: 3 clusters Score -1377968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1378001.125000 Penalty: 4632.752930
	Iteration 49Q: 3 clusters Score -1378001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1378031.875000 Penalty: 4632.752930
	Iteration 50Q: 3 clusters Score -1378032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1378063.375000 Penalty: 4632.752930
	Iteration 51Q: 3 clusters Score -1378063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1378084.625000 Penalty: 4632.752930
	Iteration 52Q: 3 clusters Score -1378085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1378097.250000 Penalty: 4632.752930
	Iteration 53Q: 3 clusters Score -1378097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1378104.125000 Penalty: 4632.752930
	Iteration 54Q: 3 clusters Score -1378104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1378112.125000 Penalty: 4632.752930
	Iteration 55Q: 3 clusters Score -1378112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1378115.500000 Penalty: 4632.752930
	Iteration 56Q: 3 clusters Score -1378116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1378124.500000 Penalty: 4632.752930
	Iteration 57Q: 3 clusters Score -1378124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1378129.500000 Penalty: 4632.752930
	Iteration 58Q: 3 clusters Score -1378130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1378132.500000 Penalty: 4632.752930
	Iteration 59Q: 3 clusters Score -1378132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1378137.125000 Penalty: 4632.752930
	Iteration 60F: 3 clusters Score -1378137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1378136.375000 Penalty: 4632.752930
	Iteration 61Q: 3 clusters Score -1378136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1378136.375000 Penalty: 4632.752930
	Iteration 62Q: 3 clusters Score -1378136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1378138.250000 Penalty: 4632.752930
	Iteration 63Q: 3 clusters Score -1378138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1378138.875000 Penalty: 4632.752930
	Iteration 64Q: 3 clusters Score -1378139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1378140.000000 Penalty: 4632.752930
	Iteration 65Q: 3 clusters Score -1378140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1378141.250000 Penalty: 4632.752930
	Iteration 66Q: 3 clusters Score -1378141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1378141.250000 Penalty: 4632.752930
	Iteration 67F: 3 clusters Score -1378141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -322112.156250 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -322112.2 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 1515 members 
Entering Unmasked Estep 
Score: -318858.500000 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -318858.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -319677.343750 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -319677.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -319914.187500 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -319914.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -320065.031250 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -320065 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -320160.343750 Penalty: 3971.654053
	Iteration 4Q: 3 clusters Score -320160.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -320266.968750 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -320267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -320364.906250 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -320364.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -320480.906250 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -320480.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -320616.093750 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -320616.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -320720.343750 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -320720.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -320804.781250 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -320804.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -320867.218750 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -320867.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -320918.437500 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -320918.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -320952.312500 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -320952.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -320983.531250 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -320983.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -321012.375000 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -321012.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -321052.468750 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -321052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -321086.875000 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -321086.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -321110.250000 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -321110.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -321125.656250 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -321125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -321156.593750 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -321156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -321179.125000 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -321179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -321185.781250 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -321185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -321189.031250 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -321189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -321192.343750 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -321192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -321194.218750 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -321194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -321197.906250 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -321197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -321201.000000 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -321201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -321202.343750 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -321202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -321203.250000 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -321203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -321203.250000 Penalty: 3971.654053
	Iteration 30F: 3 clusters Score -321203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -309624.875000 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -309624.9 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 1564 members 
Entering Unmasked Estep 
Score: -306393.062500 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -306393.1 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -307416.312500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -307416.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -307859.062500 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -307859.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -308207.968750 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -308208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308432.625000 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -308432.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -308571.125000 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -308571.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -308667.281250 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -308667.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -308728.937500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -308728.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -308774.906250 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -308774.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -308818.125000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -308818.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308848.625000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -308848.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -308866.343750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -308866.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -308878.843750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -308878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -308885.875000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -308885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -308890.218750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -308890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -308893.718750 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -308893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -308897.437500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -308897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -308901.750000 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -308901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -308905.687500 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -308905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -308914.562500 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -308914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -308920.031250 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -308920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -308920.718750 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -308920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -308924.593750 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -308924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -308924.906250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -308924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -308925.093750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -308925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -308925.781250 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -308925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -308926.343750 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -308926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -308926.812500 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -308926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -308926.812500 Penalty: 3979.031250
	Iteration 28F: 3 clusters Score -308926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -601856.500000 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -601856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -597199.437500 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -597199.4 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -598336.250000 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -598336.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -598557.875000 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -598557.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -598722.437500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -598722.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -598830.500000 Penalty: 4241.399414
	Iteration 4Q: 3 clusters Score -598830.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -598913.250000 Penalty: 4241.399414
	Iteration 5Q: 3 clusters Score -598913.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -598977.875000 Penalty: 4241.399414
	Iteration 6Q: 3 clusters Score -598977.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -599028.875000 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -599028.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -599064.562500 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -599064.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -599093.562500 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -599093.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -599124.750000 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -599124.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -599158.000000 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -599158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -599187.562500 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -599187.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -599216.000000 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -599216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -599240.625000 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -599240.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -599266.312500 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -599266.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -599286.750000 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -599286.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -599303.437500 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -599303.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -599323.812500 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -599323.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -599342.062500 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -599342.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -599357.625000 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -599357.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -599378.187500 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -599378.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -599393.062500 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -599393.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -599407.312500 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -599407.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -599420.437500 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -599420.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -599431.687500 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -599431.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -599443.312500 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -599443.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -599452.937500 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -599452.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -599468.562500 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -599468.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -599482.875000 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -599482.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -599497.500000 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -599497.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -599512.562500 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -599512.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -599527.062500 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -599527.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -599541.250000 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -599541.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -599552.187500 Penalty: 4241.399414
	Iteration 34Q: 3 clusters Score -599552.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -599562.812500 Penalty: 4241.399414
	Iteration 35Q: 3 clusters Score -599562.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -599574.625000 Penalty: 4241.399414
	Iteration 36Q: 3 clusters Score -599574.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -599586.500000 Penalty: 4241.399414
	Iteration 37Q: 3 clusters Score -599586.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -599601.625000 Penalty: 4241.399414
	Iteration 38Q: 3 clusters Score -599601.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -599617.812500 Penalty: 4241.399414
	Iteration 39Q: 3 clusters Score -599617.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -599631.812500 Penalty: 4241.399414
	Iteration 40F: 3 clusters Score -599631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -599645.187500 Penalty: 4241.399414
	Iteration 41Q: 3 clusters Score -599645.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -599659.437500 Penalty: 4241.399414
	Iteration 42Q: 3 clusters Score -599659.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -599679.562500 Penalty: 4241.399414
	Iteration 43Q: 3 clusters Score -599679.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -599696.000000 Penalty: 4241.399414
	Iteration 44Q: 3 clusters Score -599696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -599712.062500 Penalty: 4241.399414
	Iteration 45Q: 3 clusters Score -599712.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -599733.062500 Penalty: 4241.399414
	Iteration 46Q: 3 clusters Score -599733.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -599754.187500 Penalty: 4241.399414
	Iteration 47Q: 3 clusters Score -599754.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -599784.062500 Penalty: 4241.399414
	Iteration 48Q: 3 clusters Score -599784.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -599817.562500 Penalty: 4241.399414
	Iteration 49Q: 3 clusters Score -599817.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -599842.562500 Penalty: 4241.399414
	Iteration 50Q: 3 clusters Score -599842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -599865.625000 Penalty: 4241.399414
	Iteration 51Q: 3 clusters Score -599865.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -599887.250000 Penalty: 4241.399414
	Iteration 52Q: 3 clusters Score -599887.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -599904.875000 Penalty: 4241.399414
	Iteration 53Q: 3 clusters Score -599904.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -599921.812500 Penalty: 4241.399414
	Iteration 54Q: 3 clusters Score -599921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -599945.500000 Penalty: 4241.399414
	Iteration 55Q: 3 clusters Score -599945.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -599969.625000 Penalty: 4241.399414
	Iteration 56Q: 3 clusters Score -599969.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -599994.000000 Penalty: 4241.399414
	Iteration 57Q: 3 clusters Score -599994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -600017.687500 Penalty: 4241.399414
	Iteration 58Q: 3 clusters Score -600017.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -600044.687500 Penalty: 4241.399414
	Iteration 59Q: 3 clusters Score -600044.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -600064.437500 Penalty: 4241.399414
	Iteration 60F: 3 clusters Score -600064.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -600082.625000 Penalty: 4241.399414
	Iteration 61Q: 3 clusters Score -600082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -600096.187500 Penalty: 4241.399414
	Iteration 62Q: 3 clusters Score -600096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -600105.750000 Penalty: 4241.399414
	Iteration 63Q: 3 clusters Score -600105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -600115.125000 Penalty: 4241.399414
	Iteration 64Q: 3 clusters Score -600115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -600120.312500 Penalty: 4241.399414
	Iteration 65Q: 3 clusters Score -600120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -600125.312500 Penalty: 4241.399414
	Iteration 66Q: 3 clusters Score -600125.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -600126.687500 Penalty: 4241.399414
	Iteration 67Q: 3 clusters Score -600126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -600126.687500 Penalty: 4241.399414
	Iteration 68Q: 3 clusters Score -600126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -600130.812500 Penalty: 4241.399414
	Iteration 69Q: 3 clusters Score -600130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -600132.312500 Penalty: 4241.399414
	Iteration 70Q: 3 clusters Score -600132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -600134.375000 Penalty: 4241.399414
	Iteration 71Q: 3 clusters Score -600134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -600136.375000 Penalty: 4241.399414
	Iteration 72Q: 3 clusters Score -600136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -600137.312500 Penalty: 4241.399414
	Iteration 73Q: 3 clusters Score -600137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -600138.437500 Penalty: 4241.399414
	Iteration 74Q: 3 clusters Score -600138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -600141.000000 Penalty: 4241.399414
	Iteration 75Q: 3 clusters Score -600141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -600141.937500 Penalty: 4241.399414
	Iteration 76Q: 3 clusters Score -600141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -600142.687500 Penalty: 4241.399414
	Iteration 77Q: 3 clusters Score -600142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -600143.625000 Penalty: 4241.399414
	Iteration 78Q: 3 clusters Score -600143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -600143.500000 Penalty: 4241.399414
	Iteration 79Q: 3 clusters Score -600143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -600144.312500 Penalty: 4241.399414
	Iteration 80F: 3 clusters Score -600144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -600145.687500 Penalty: 4241.399414
	Iteration 81Q: 3 clusters Score -600145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -600146.750000 Penalty: 4241.399414
	Iteration 82Q: 3 clusters Score -600146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -600147.625000 Penalty: 4241.399414
	Iteration 83Q: 3 clusters Score -600147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -600148.625000 Penalty: 4241.399414
	Iteration 84Q: 3 clusters Score -600148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -600150.875000 Penalty: 4241.399414
	Iteration 85Q: 3 clusters Score -600150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -600151.375000 Penalty: 4241.399414
	Iteration 86Q: 3 clusters Score -600151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -600153.312500 Penalty: 4241.399414
	Iteration 87Q: 3 clusters Score -600153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -600153.312500 Penalty: 4241.399414
	Iteration 88F: 3 clusters Score -600153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Entering Unmasked Estep 
Score: -907731.500000 Penalty: 2228.359375
	Iteration 0F: 2 clusters Score -907731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -901378.437500 Penalty: 4456.718750
	Iteration 0F: 3 clusters Score -901378.4 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -903296.875000 Penalty: 4456.718750
	Iteration 1F: 3 clusters Score -903296.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -903607.687500 Penalty: 4456.718750
	Iteration 2F: 3 clusters Score -903607.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -903836.687500 Penalty: 4456.718750
	Iteration 3F: 3 clusters Score -903836.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -904055.187500 Penalty: 4456.718750
	Iteration 4Q: 3 clusters Score -904055.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -904312.062500 Penalty: 4456.718750
	Iteration 5Q: 3 clusters Score -904312.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -904602.875000 Penalty: 4456.718750
	Iteration 6F: 3 clusters Score -904602.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -904888.437500 Penalty: 4456.718750
	Iteration 7Q: 3 clusters Score -904888.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -905125.375000 Penalty: 4456.718750
	Iteration 8Q: 3 clusters Score -905125.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -905320.437500 Penalty: 4456.718750
	Iteration 9Q: 3 clusters Score -905320.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -905469.875000 Penalty: 4456.718750
	Iteration 10Q: 3 clusters Score -905469.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -905562.000000 Penalty: 4456.718750
	Iteration 11Q: 3 clusters Score -905562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -905620.437500 Penalty: 4456.718750
	Iteration 12Q: 3 clusters Score -905620.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -905662.437500 Penalty: 4456.718750
	Iteration 13Q: 3 clusters Score -905662.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -905706.375000 Penalty: 4456.718750
	Iteration 14Q: 3 clusters Score -905706.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -905739.562500 Penalty: 4456.718750
	Iteration 15Q: 3 clusters Score -905739.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -905771.875000 Penalty: 4456.718750
	Iteration 16Q: 3 clusters Score -905771.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -905797.937500 Penalty: 4456.718750
	Iteration 17Q: 3 clusters Score -905797.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -905829.625000 Penalty: 4456.718750
	Iteration 18Q: 3 clusters Score -905829.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -905862.687500 Penalty: 4456.718750
	Iteration 19Q: 3 clusters Score -905862.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -905894.187500 Penalty: 4456.718750
	Iteration 20F: 3 clusters Score -905894.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -905933.375000 Penalty: 4456.718750
	Iteration 21Q: 3 clusters Score -905933.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -905990.250000 Penalty: 4456.718750
	Iteration 22Q: 3 clusters Score -905990.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -906047.000000 Penalty: 4456.718750
	Iteration 23Q: 3 clusters Score -906047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -906103.937500 Penalty: 4456.718750
	Iteration 24Q: 3 clusters Score -906103.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -906158.312500 Penalty: 4456.718750
	Iteration 25Q: 3 clusters Score -906158.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -906210.812500 Penalty: 4456.718750
	Iteration 26Q: 3 clusters Score -906210.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -906257.437500 Penalty: 4456.718750
	Iteration 27Q: 3 clusters Score -906257.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -906307.187500 Penalty: 4456.718750
	Iteration 28Q: 3 clusters Score -906307.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -906345.625000 Penalty: 4456.718750
	Iteration 29Q: 3 clusters Score -906345.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -906384.812500 Penalty: 4456.718750
	Iteration 30Q: 3 clusters Score -906384.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -906420.562500 Penalty: 4456.718750
	Iteration 31Q: 3 clusters Score -906420.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -906448.375000 Penalty: 4456.718750
	Iteration 32Q: 3 clusters Score -906448.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -906474.250000 Penalty: 4456.718750
	Iteration 33Q: 3 clusters Score -906474.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -906510.375000 Penalty: 4456.718750
	Iteration 34Q: 3 clusters Score -906510.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -906546.937500 Penalty: 4456.718750
	Iteration 35Q: 3 clusters Score -906546.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -906565.812500 Penalty: 4456.718750
	Iteration 36Q: 3 clusters Score -906565.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -906586.062500 Penalty: 4456.718750
	Iteration 37Q: 3 clusters Score -906586.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -906599.312500 Penalty: 4456.718750
	Iteration 38Q: 3 clusters Score -906599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -906609.500000 Penalty: 4456.718750
	Iteration 39Q: 3 clusters Score -906609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -906611.750000 Penalty: 4456.718750
	Iteration 40F: 3 clusters Score -906611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -906616.937500 Penalty: 4456.718750
	Iteration 41Q: 3 clusters Score -906616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -906618.062500 Penalty: 4456.718750
	Iteration 42Q: 3 clusters Score -906618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -906619.750000 Penalty: 4456.718750
	Iteration 43Q: 3 clusters Score -906619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -906622.812500 Penalty: 4456.718750
	Iteration 44Q: 3 clusters Score -906622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -906623.312500 Penalty: 4456.718750
	Iteration 45Q: 3 clusters Score -906623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -906623.937500 Penalty: 4456.718750
	Iteration 46Q: 3 clusters Score -906623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -906625.000000 Penalty: 4456.718750
	Iteration 47Q: 3 clusters Score -906625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -906627.312500 Penalty: 4456.718750
	Iteration 48Q: 3 clusters Score -906627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -906627.687500 Penalty: 4456.718750
	Iteration 49Q: 3 clusters Score -906627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -906628.812500 Penalty: 4456.718750
	Iteration 50Q: 3 clusters Score -906628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -906628.875000 Penalty: 4456.718750
	Iteration 51Q: 3 clusters Score -906628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -906628.875000 Penalty: 4456.718750
	Iteration 52F: 3 clusters Score -906628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -1557733.125000 Penalty: 2367.609619
	Iteration 0F: 2 clusters Score -1557733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1547580.250000 Penalty: 4735.219238
	Iteration 0F: 3 clusters Score -1547580 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1551021.625000 Penalty: 4735.219238
	Iteration 1F: 3 clusters Score -1551022 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1551626.875000 Penalty: 4735.219238
	Iteration 2F: 3 clusters Score -1551627 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1552247.250000 Penalty: 4735.219238
	Iteration 3F: 3 clusters Score -1552247 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1552883.375000 Penalty: 4735.219238
	Iteration 4F: 3 clusters Score -1552883 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1553435.500000 Penalty: 4735.219238
	Iteration 5F: 3 clusters Score -1553436 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1553858.000000 Penalty: 4735.219238
	Iteration 6F: 3 clusters Score -1553858 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1554165.250000 Penalty: 4735.219238
	Iteration 7Q: 3 clusters Score -1554165 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1554389.125000 Penalty: 4735.219238
	Iteration 8Q: 3 clusters Score -1554389 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1554567.875000 Penalty: 4735.219238
	Iteration 9Q: 3 clusters Score -1554568 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1554706.000000 Penalty: 4735.219238
	Iteration 10Q: 3 clusters Score -1554706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1554817.875000 Penalty: 4735.219238
	Iteration 11Q: 3 clusters Score -1554818 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1554907.500000 Penalty: 4735.219238
	Iteration 12Q: 3 clusters Score -1554908 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1554991.375000 Penalty: 4735.219238
	Iteration 13Q: 3 clusters Score -1554991 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1555052.875000 Penalty: 4735.219238
	Iteration 14Q: 3 clusters Score -1555053 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1555115.500000 Penalty: 4735.219238
	Iteration 15Q: 3 clusters Score -1555116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1555184.625000 Penalty: 4735.219238
	Iteration 16Q: 3 clusters Score -1555185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1555257.000000 Penalty: 4735.219238
	Iteration 17Q: 3 clusters Score -1555257 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1555320.375000 Penalty: 4735.219238
	Iteration 18Q: 3 clusters Score -1555320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1555376.250000 Penalty: 4735.219238
	Iteration 19Q: 3 clusters Score -1555376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1555435.750000 Penalty: 4735.219238
	Iteration 20F: 3 clusters Score -1555436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1555486.625000 Penalty: 4735.219238
	Iteration 21Q: 3 clusters Score -1555487 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1555533.500000 Penalty: 4735.219238
	Iteration 22Q: 3 clusters Score -1555534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1555570.000000 Penalty: 4735.219238
	Iteration 23Q: 3 clusters Score -1555570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1555607.125000 Penalty: 4735.219238
	Iteration 24Q: 3 clusters Score -1555607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1555631.750000 Penalty: 4735.219238
	Iteration 25Q: 3 clusters Score -1555632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1555651.750000 Penalty: 4735.219238
	Iteration 26Q: 3 clusters Score -1555652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1555683.750000 Penalty: 4735.219238
	Iteration 27Q: 3 clusters Score -1555684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1555694.000000 Penalty: 4735.219238
	Iteration 28Q: 3 clusters Score -1555694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1555702.625000 Penalty: 4735.219238
	Iteration 29Q: 3 clusters Score -1555703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1555708.625000 Penalty: 4735.219238
	Iteration 30Q: 3 clusters Score -1555709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1555709.875000 Penalty: 4735.219238
	Iteration 31Q: 3 clusters Score -1555710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1555725.250000 Penalty: 4735.219238
	Iteration 32Q: 3 clusters Score -1555725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1555736.000000 Penalty: 4735.219238
	Iteration 33Q: 3 clusters Score -1555736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1555739.500000 Penalty: 4735.219238
	Iteration 34Q: 3 clusters Score -1555740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1555737.125000 Penalty: 4735.219238
	Iteration 35Q: 3 clusters Score -1555737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1555746.750000 Penalty: 4735.219238
	Iteration 36Q: 3 clusters Score -1555747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1555744.000000 Penalty: 4735.219238
	Iteration 37Q: 3 clusters Score -1555744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1555745.000000 Penalty: 4735.219238
	Iteration 38Q: 3 clusters Score -1555745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1555751.250000 Penalty: 4735.219238
	Iteration 39Q: 3 clusters Score -1555751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1555753.125000 Penalty: 4735.219238
	Iteration 40F: 3 clusters Score -1555753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1555756.250000 Penalty: 4735.219238
	Iteration 41Q: 3 clusters Score -1555756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1555752.500000 Penalty: 4735.219238
	Iteration 42Q: 3 clusters Score -1555752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1555756.625000 Penalty: 4735.219238
	Iteration 43Q: 3 clusters Score -1555757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1555757.375000 Penalty: 4735.219238
	Iteration 44Q: 3 clusters Score -1555757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1555755.000000 Penalty: 4735.219238
	Iteration 45Q: 3 clusters Score -1555755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1555756.125000 Penalty: 4735.219238
	Iteration 46Q: 3 clusters Score -1555756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1555762.500000 Penalty: 4735.219238
	Iteration 47Q: 3 clusters Score -1555762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1555765.250000 Penalty: 4735.219238
	Iteration 48Q: 3 clusters Score -1555765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1555768.625000 Penalty: 4735.219238
	Iteration 49Q: 3 clusters Score -1555769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1555771.125000 Penalty: 4735.219238
	Iteration 50Q: 3 clusters Score -1555771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1555771.250000 Penalty: 4735.219238
	Iteration 51Q: 3 clusters Score -1555771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1555769.000000 Penalty: 4735.219238
	Iteration 52Q: 3 clusters Score -1555769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1555771.750000 Penalty: 4735.219238
	Iteration 53Q: 3 clusters Score -1555772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1555774.250000 Penalty: 4735.219238
	Iteration 54Q: 3 clusters Score -1555774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1555771.750000 Penalty: 4735.219238
	Iteration 55Q: 3 clusters Score -1555772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1555770.500000 Penalty: 4735.219238
	Iteration 56Q: 3 clusters Score -1555770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1555771.250000 Penalty: 4735.219238
	Iteration 57Q: 3 clusters Score -1555771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1555769.875000 Penalty: 4735.219238
	Iteration 58Q: 3 clusters Score -1555770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1555769.875000 Penalty: 4735.219238
	Iteration 59Q: 3 clusters Score -1555770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1555771.000000 Penalty: 4735.219238
	Iteration 60F: 3 clusters Score -1555771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1555770.875000 Penalty: 4735.219238
	Iteration 61Q: 3 clusters Score -1555771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1555770.625000 Penalty: 4735.219238
	Iteration 62Q: 3 clusters Score -1555771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1555770.625000 Penalty: 4735.219238
	Iteration 63F: 3 clusters Score -1555771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -440041.968750 Penalty: 2045.700073
	Iteration 0F: 2 clusters Score -440042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -436228.281250 Penalty: 4091.400146
	Iteration 0F: 3 clusters Score -436228.3 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -437109.781250 Penalty: 4091.400146
	Iteration 1F: 3 clusters Score -437109.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -437322.750000 Penalty: 4091.400146
	Iteration 2F: 3 clusters Score -437322.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -437429.375000 Penalty: 4091.400146
	Iteration 3Q: 3 clusters Score -437429.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -437511.312500 Penalty: 4091.400146
	Iteration 4Q: 3 clusters Score -437511.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -437581.625000 Penalty: 4091.400146
	Iteration 5Q: 3 clusters Score -437581.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -437649.937500 Penalty: 4091.400146
	Iteration 6Q: 3 clusters Score -437649.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -437712.843750 Penalty: 4091.400146
	Iteration 7Q: 3 clusters Score -437712.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -437781.968750 Penalty: 4091.400146
	Iteration 8Q: 3 clusters Score -437782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -437837.562500 Penalty: 4091.400146
	Iteration 9Q: 3 clusters Score -437837.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -437886.875000 Penalty: 4091.400146
	Iteration 10Q: 3 clusters Score -437886.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -437934.062500 Penalty: 4091.400146
	Iteration 11Q: 3 clusters Score -437934.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -437977.000000 Penalty: 4091.400146
	Iteration 12Q: 3 clusters Score -437977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -438020.968750 Penalty: 4091.400146
	Iteration 13Q: 3 clusters Score -438021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -438056.625000 Penalty: 4091.400146
	Iteration 14Q: 3 clusters Score -438056.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -438084.062500 Penalty: 4091.400146
	Iteration 15Q: 3 clusters Score -438084.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -438107.625000 Penalty: 4091.400146
	Iteration 16Q: 3 clusters Score -438107.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -438123.000000 Penalty: 4091.400146
	Iteration 17Q: 3 clusters Score -438123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438142.781250 Penalty: 4091.400146
	Iteration 18Q: 3 clusters Score -438142.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -438160.781250 Penalty: 4091.400146
	Iteration 19Q: 3 clusters Score -438160.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -438172.656250 Penalty: 4091.400146
	Iteration 20F: 3 clusters Score -438172.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438185.593750 Penalty: 4091.400146
	Iteration 21Q: 3 clusters Score -438185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -438192.687500 Penalty: 4091.400146
	Iteration 22Q: 3 clusters Score -438192.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -438207.906250 Penalty: 4091.400146
	Iteration 23Q: 3 clusters Score -438207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -438220.937500 Penalty: 4091.400146
	Iteration 24Q: 3 clusters Score -438220.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -438233.343750 Penalty: 4091.400146
	Iteration 25Q: 3 clusters Score -438233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -438240.218750 Penalty: 4091.400146
	Iteration 26Q: 3 clusters Score -438240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -438245.906250 Penalty: 4091.400146
	Iteration 27Q: 3 clusters Score -438245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -438248.218750 Penalty: 4091.400146
	Iteration 28Q: 3 clusters Score -438248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -438250.718750 Penalty: 4091.400146
	Iteration 29Q: 3 clusters Score -438250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -438251.750000 Penalty: 4091.400146
	Iteration 30Q: 3 clusters Score -438251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -438252.218750 Penalty: 4091.400146
	Iteration 31Q: 3 clusters Score -438252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -438252.218750 Penalty: 4091.400146
	Iteration 32F: 3 clusters Score -438252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Entering Unmasked Estep 
Score: -8453381.000000 Penalty: 2769.021240
	Iteration 0F: 2 clusters Score -8453381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -8406177.000000 Penalty: 5538.042480
	Iteration 0F: 3 clusters Score -8406177 nChanged 32817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -8424527.000000 Penalty: 5538.042480
	Iteration 1F: 3 clusters Score -8424527 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -8425042.000000 Penalty: 5538.042480
	Iteration 2Q: 3 clusters Score -8425042 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -8425703.000000 Penalty: 5538.042480
	Iteration 3Q: 3 clusters Score -8425703 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -8426559.000000 Penalty: 5538.042480
	Iteration 4Q: 3 clusters Score -8426559 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -8428054.000000 Penalty: 5538.042480
	Iteration 5Q: 3 clusters Score -8428054 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8430575.000000 Penalty: 5538.042480
	Iteration 6F: 3 clusters Score -8430575 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8434836.000000 Penalty: 5538.042480
	Iteration 7F: 3 clusters Score -8434836 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -8440291.000000 Penalty: 5538.042480
	Iteration 8F: 3 clusters Score -8440291 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -8445566.000000 Penalty: 5538.042480
	Iteration 9F: 3 clusters Score -8445566 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8448775.000000 Penalty: 5538.042480
	Iteration 10Q: 3 clusters Score -8448775 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8450017.000000 Penalty: 5538.042480
	Iteration 11Q: 3 clusters Score -8450017 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8450562.000000 Penalty: 5538.042480
	Iteration 12Q: 3 clusters Score -8450562 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8450799.000000 Penalty: 5538.042480
	Iteration 13Q: 3 clusters Score -8450799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8450868.000000 Penalty: 5538.042480
	Iteration 14Q: 3 clusters Score -8450868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8450903.000000 Penalty: 5538.042480
	Iteration 15Q: 3 clusters Score -8450903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8450936.000000 Penalty: 5538.042480
	Iteration 16Q: 3 clusters Score -8450936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8450957.000000 Penalty: 5538.042480
	Iteration 17Q: 3 clusters Score -8450957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8450969.000000 Penalty: 5538.042480
	Iteration 18Q: 3 clusters Score -8450969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8450971.000000 Penalty: 5538.042480
	Iteration 19Q: 3 clusters Score -8450971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8450973.000000 Penalty: 5538.042480
	Iteration 20F: 3 clusters Score -8450973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8450974.000000 Penalty: 5538.042480
	Iteration 21Q: 3 clusters Score -8450974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8450980.000000 Penalty: 5538.042480
	Iteration 22Q: 3 clusters Score -8450980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8450975.000000 Penalty: 5538.042480
	Iteration 23Q: 3 clusters Score -8450975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8450980.000000 Penalty: 5538.042480
	Iteration 24Q: 3 clusters Score -8450980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8450987.000000 Penalty: 5538.042480
	Iteration 25Q: 3 clusters Score -8450987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8450985.000000 Penalty: 5538.042480
	Iteration 26Q: 3 clusters Score -8450985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8450992.000000 Penalty: 5538.042480
	Iteration 27Q: 3 clusters Score -8450992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8450992.000000 Penalty: 5538.042480
	Iteration 28F: 3 clusters Score -8450992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -416367.875000 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -416367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -412689.937500 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -412689.9 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -413497.500000 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -413497.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -413679.656250 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -413679.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413801.812500 Penalty: 4064.200439
	Iteration 3Q: 3 clusters Score -413801.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413895.437500 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -413895.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -413951.687500 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -413951.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -413993.218750 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -413993.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414019.875000 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -414019.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -414050.906250 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -414050.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -414076.687500 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -414076.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -414104.812500 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -414104.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -414131.656250 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -414131.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -414159.000000 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -414159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -414184.531250 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -414184.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -414207.000000 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -414207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -414225.000000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -414225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -414241.250000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -414241.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -414255.875000 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -414255.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -414269.125000 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -414269.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -414283.281250 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -414283.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -414299.843750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -414299.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -414322.937500 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -414322.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414349.093750 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -414349.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -414363.593750 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -414363.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -414382.781250 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -414382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -414399.375000 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -414399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -414411.500000 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -414411.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -414420.625000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -414420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -414428.250000 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -414428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -414434.937500 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -414434.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -414446.218750 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -414446.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -414454.093750 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -414454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414460.906250 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -414460.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -414468.437500 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -414468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -414475.906250 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -414475.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -414483.531250 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -414483.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -414489.187500 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -414489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -414494.625000 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -414494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -414500.593750 Penalty: 4064.200439
	Iteration 38Q: 3 clusters Score -414500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -414505.968750 Penalty: 4064.200439
	Iteration 39Q: 3 clusters Score -414506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -414513.218750 Penalty: 4064.200439
	Iteration 40F: 3 clusters Score -414513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -414515.093750 Penalty: 4064.200439
	Iteration 41Q: 3 clusters Score -414515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -414519.781250 Penalty: 4064.200439
	Iteration 42Q: 3 clusters Score -414519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -414524.937500 Penalty: 4064.200439
	Iteration 43Q: 3 clusters Score -414524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -414527.843750 Penalty: 4064.200439
	Iteration 44Q: 3 clusters Score -414527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -414530.812500 Penalty: 4064.200439
	Iteration 45Q: 3 clusters Score -414530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -414533.812500 Penalty: 4064.200439
	Iteration 46Q: 3 clusters Score -414533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -414534.062500 Penalty: 4064.200439
	Iteration 47Q: 3 clusters Score -414534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -414534.062500 Penalty: 4064.200439
	Iteration 48F: 3 clusters Score -414534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -565910.312500 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -565910.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -561349.875000 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -561349.9 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -562511.000000 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -562511 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -562895.625000 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -562895.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -563378.000000 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -563378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -563980.812500 Penalty: 4231.228027
	Iteration 4F: 3 clusters Score -563980.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -564532.625000 Penalty: 4231.228027
	Iteration 5F: 3 clusters Score -564532.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -564902.750000 Penalty: 4231.228027
	Iteration 6F: 3 clusters Score -564902.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -565135.937500 Penalty: 4231.228027
	Iteration 7F: 3 clusters Score -565135.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -565291.250000 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -565291.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -565388.437500 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -565388.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -565463.437500 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -565463.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -565527.250000 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -565527.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -565573.187500 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -565573.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -565608.437500 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -565608.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -565638.562500 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -565638.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -565670.750000 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -565670.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -565697.812500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -565697.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -565716.312500 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -565716.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -565730.250000 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -565730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -565745.812500 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -565745.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -565759.000000 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -565759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -565764.750000 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -565764.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -565771.250000 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -565771.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -565776.437500 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -565776.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -565778.687500 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -565778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -565782.875000 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -565782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -565785.250000 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -565785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -565785.187500 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -565785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -565786.812500 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -565786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -565788.500000 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -565788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -565790.062500 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -565790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -565791.187500 Penalty: 4231.228027
	Iteration 31Q: 3 clusters Score -565791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -565792.750000 Penalty: 4231.228027
	Iteration 32Q: 3 clusters Score -565792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -565793.750000 Penalty: 4231.228027
	Iteration 33Q: 3 clusters Score -565793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -565797.437500 Penalty: 4231.228027
	Iteration 34Q: 3 clusters Score -565797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -565798.000000 Penalty: 4231.228027
	Iteration 35Q: 3 clusters Score -565798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -565798.625000 Penalty: 4231.228027
	Iteration 36Q: 3 clusters Score -565798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -565800.000000 Penalty: 4231.228027
	Iteration 37Q: 3 clusters Score -565800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -565800.750000 Penalty: 4231.228027
	Iteration 38Q: 3 clusters Score -565800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -565801.750000 Penalty: 4231.228027
	Iteration 39Q: 3 clusters Score -565801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -565801.812500 Penalty: 4231.228027
	Iteration 40F: 3 clusters Score -565801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -565803.500000 Penalty: 4231.228027
	Iteration 41Q: 3 clusters Score -565803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -565804.562500 Penalty: 4231.228027
	Iteration 42Q: 3 clusters Score -565804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -565805.937500 Penalty: 4231.228027
	Iteration 43Q: 3 clusters Score -565805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -565806.312500 Penalty: 4231.228027
	Iteration 44Q: 3 clusters Score -565806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -565807.375000 Penalty: 4231.228027
	Iteration 45Q: 3 clusters Score -565807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -565807.375000 Penalty: 4231.228027
	Iteration 46F: 3 clusters Score -565807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -312182.562500 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -312182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -309063.343750 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -309063.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -309679.656250 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -309679.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -309835.000000 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -309835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -309936.062500 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -309936.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -310006.156250 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -310006.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -310068.000000 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -310068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -310117.218750 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -310117.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -310153.750000 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -310153.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -310187.375000 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -310187.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -310224.218750 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -310224.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -310253.375000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -310253.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -310276.156250 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -310276.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -310299.593750 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -310299.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -310328.031250 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -310328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -310350.843750 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -310350.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -310362.437500 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -310362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -310375.531250 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -310375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -310386.531250 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -310386.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -310400.375000 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -310400.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -310419.968750 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -310420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -310444.093750 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -310444.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -310463.531250 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -310463.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -310478.531250 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -310478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -310486.312500 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -310486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -310495.687500 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -310495.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -310504.843750 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -310504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -310512.593750 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -310512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -310519.468750 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -310519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -310523.125000 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -310523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -310530.218750 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -310530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -310535.156250 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -310535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -310539.625000 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -310539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -310542.500000 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -310542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -310545.500000 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -310545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -310547.562500 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -310547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -310548.343750 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -310548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -310549.281250 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -310549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -310551.375000 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -310551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -310553.375000 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -310553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -310554.562500 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -310554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -310555.156250 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -310555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -310556.281250 Penalty: 3918.347900
	Iteration 41Q: 3 clusters Score -310556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -310556.187500 Penalty: 3918.347900
	Iteration 42Q: 3 clusters Score -310556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -310556.187500 Penalty: 3918.347900
	Iteration 43F: 3 clusters Score -310556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -908439.562500 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -908439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -902170.250000 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -902170.2 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -903858.875000 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -903858.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -904148.812500 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -904148.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -904406.250000 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -904406.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -904662.875000 Penalty: 4447.882324
	Iteration 4F: 3 clusters Score -904662.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -904917.562500 Penalty: 4447.882324
	Iteration 5F: 3 clusters Score -904917.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -905186.875000 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -905186.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -905469.312500 Penalty: 4447.882324
	Iteration 7F: 3 clusters Score -905469.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -905712.687500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -905712.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -905897.250000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -905897.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -906050.062500 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -906050.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -906166.500000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -906166.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -906267.937500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -906267.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -906349.187500 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -906349.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -906429.437500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -906429.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -906476.750000 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -906476.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -906507.500000 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -906507.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -906528.125000 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -906528.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -906551.250000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -906551.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -906583.500000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -906583.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -906622.000000 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -906622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -906646.625000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -906646.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -906670.750000 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -906670.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -906705.187500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -906705.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -906744.125000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -906744.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -906790.750000 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -906790.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -906820.625000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -906820.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -906842.562500 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -906842.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -906865.250000 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -906865.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -906876.562500 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -906876.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -906894.937500 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -906894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -906907.562500 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -906907.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -906922.437500 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -906922.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -906935.937500 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -906935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -906948.750000 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -906948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -906957.875000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -906957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -906962.375000 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -906962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -906967.562500 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -906967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -906969.750000 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -906969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -906975.625000 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -906975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -906979.187500 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -906979.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -906983.437500 Penalty: 4447.882324
	Iteration 41Q: 3 clusters Score -906983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -906987.062500 Penalty: 4447.882324
	Iteration 42Q: 3 clusters Score -906987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -906988.625000 Penalty: 4447.882324
	Iteration 43Q: 3 clusters Score -906988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -906992.500000 Penalty: 4447.882324
	Iteration 44Q: 3 clusters Score -906992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -906991.312500 Penalty: 4447.882324
	Iteration 45Q: 3 clusters Score -906991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -906992.500000 Penalty: 4447.882324
	Iteration 46Q: 3 clusters Score -906992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -906992.250000 Penalty: 4447.882324
	Iteration 47Q: 3 clusters Score -906992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -906994.500000 Penalty: 4447.882324
	Iteration 48Q: 3 clusters Score -906994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -906993.750000 Penalty: 4447.882324
	Iteration 49Q: 3 clusters Score -906993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -906993.750000 Penalty: 4447.882324
	Iteration 50F: 3 clusters Score -906993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (77453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Entering Unmasked Estep 
Score: -9359166.000000 Penalty: 2791.841797
	Iteration 0F: 2 clusters Score -9359166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -9307272.000000 Penalty: 5583.683594
	Iteration 0F: 3 clusters Score -9307272 nChanged 36316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -9327916.000000 Penalty: 5583.683594
	Iteration 1F: 3 clusters Score -9327916 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -9328722.000000 Penalty: 5583.683594
	Iteration 2Q: 3 clusters Score -9328722 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -9329506.000000 Penalty: 5583.683594
	Iteration 3Q: 3 clusters Score -9329506 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -9330542.000000 Penalty: 5583.683594
	Iteration 4Q: 3 clusters Score -9330542 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -9331809.000000 Penalty: 5583.683594
	Iteration 5Q: 3 clusters Score -9331809 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -9333751.000000 Penalty: 5583.683594
	Iteration 6Q: 3 clusters Score -9333751 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -9336303.000000 Penalty: 5583.683594
	Iteration 7F: 3 clusters Score -9336303 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -9339540.000000 Penalty: 5583.683594
	Iteration 8F: 3 clusters Score -9339540 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -9343365.000000 Penalty: 5583.683594
	Iteration 9F: 3 clusters Score -9343365 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -9347272.000000 Penalty: 5583.683594
	Iteration 10F: 3 clusters Score -9347272 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -9350918.000000 Penalty: 5583.683594
	Iteration 11F: 3 clusters Score -9350918 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9353492.000000 Penalty: 5583.683594
	Iteration 12Q: 3 clusters Score -9353492 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9355107.000000 Penalty: 5583.683594
	Iteration 13Q: 3 clusters Score -9355107 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9355867.000000 Penalty: 5583.683594
	Iteration 14Q: 3 clusters Score -9355867 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9356267.000000 Penalty: 5583.683594
	Iteration 15Q: 3 clusters Score -9356267 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9356471.000000 Penalty: 5583.683594
	Iteration 16Q: 3 clusters Score -9356471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9356556.000000 Penalty: 5583.683594
	Iteration 17Q: 3 clusters Score -9356556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9356619.000000 Penalty: 5583.683594
	Iteration 18Q: 3 clusters Score -9356619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9356651.000000 Penalty: 5583.683594
	Iteration 19Q: 3 clusters Score -9356651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9356677.000000 Penalty: 5583.683594
	Iteration 20F: 3 clusters Score -9356677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9356706.000000 Penalty: 5583.683594
	Iteration 21Q: 3 clusters Score -9356706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9356724.000000 Penalty: 5583.683594
	Iteration 22Q: 3 clusters Score -9356724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9356722.000000 Penalty: 5583.683594
	Iteration 23Q: 3 clusters Score -9356722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9356740.000000 Penalty: 5583.683594
	Iteration 24Q: 3 clusters Score -9356740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9356738.000000 Penalty: 5583.683594
	Iteration 25Q: 3 clusters Score -9356738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9356744.000000 Penalty: 5583.683594
	Iteration 26Q: 3 clusters Score -9356744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9356745.000000 Penalty: 5583.683594
	Iteration 27Q: 3 clusters Score -9356745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9356744.000000 Penalty: 5583.683594
	Iteration 28Q: 3 clusters Score -9356744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9356754.000000 Penalty: 5583.683594
	Iteration 29Q: 3 clusters Score -9356754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9356756.000000 Penalty: 5583.683594
	Iteration 30Q: 3 clusters Score -9356756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9356751.000000 Penalty: 5583.683594
	Iteration 31Q: 3 clusters Score -9356751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9356756.000000 Penalty: 5583.683594
	Iteration 32Q: 3 clusters Score -9356756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9356757.000000 Penalty: 5583.683594
	Iteration 33Q: 3 clusters Score -9356757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9356761.000000 Penalty: 5583.683594
	Iteration 34Q: 3 clusters Score -9356761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9356765.000000 Penalty: 5583.683594
	Iteration 35Q: 3 clusters Score -9356765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9356765.000000 Penalty: 5583.683594
	Iteration 36F: 3 clusters Score -9356765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -528791.312500 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -528791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -524472.375000 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -524472.4 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -525798.437500 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -525798.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -526312.312500 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -526312.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -526740.187500 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -526740.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -527021.750000 Penalty: 4198.459473
	Iteration 4F: 3 clusters Score -527021.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -527220.437500 Penalty: 4198.459473
	Iteration 5Q: 3 clusters Score -527220.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -527339.312500 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -527339.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -527434.312500 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -527434.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -527508.187500 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -527508.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -527561.812500 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -527561.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -527604.750000 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -527604.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -527639.437500 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -527639.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -527661.812500 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -527661.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -527680.750000 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -527680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -527694.750000 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -527694.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -527704.250000 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -527704.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -527711.375000 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -527711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -527717.312500 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -527717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -527722.937500 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -527722.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -527729.437500 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -527729.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -527733.687500 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -527733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -527737.812500 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -527737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -527739.625000 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -527739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -527740.187500 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -527740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -527741.187500 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -527741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -527741.125000 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -527741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -527743.312500 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -527743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -527744.312500 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -527744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -527744.750000 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -527744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -527744.750000 Penalty: 4198.459473
	Iteration 29F: 3 clusters Score -527744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -416542.218750 Penalty: 2039.791992
	Iteration 0F: 2 clusters Score -416542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -412824.781250 Penalty: 4079.583984
	Iteration 0F: 3 clusters Score -412824.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -413735.687500 Penalty: 4079.583984
	Iteration 1F: 3 clusters Score -413735.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -413962.843750 Penalty: 4079.583984
	Iteration 2F: 3 clusters Score -413962.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414141.875000 Penalty: 4079.583984
	Iteration 3F: 3 clusters Score -414141.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -414312.468750 Penalty: 4079.583984
	Iteration 4Q: 3 clusters Score -414312.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -414518.281250 Penalty: 4079.583984
	Iteration 5Q: 3 clusters Score -414518.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -414814.312500 Penalty: 4079.583984
	Iteration 6Q: 3 clusters Score -414814.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -415290.031250 Penalty: 4079.583984
	Iteration 7F: 3 clusters Score -415290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -415718.250000 Penalty: 4079.583984
	Iteration 8F: 3 clusters Score -415718.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -415980.406250 Penalty: 4079.583984
	Iteration 9Q: 3 clusters Score -415980.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -416175.625000 Penalty: 4079.583984
	Iteration 10Q: 3 clusters Score -416175.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -416320.843750 Penalty: 4079.583984
	Iteration 11Q: 3 clusters Score -416320.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -416425.500000 Penalty: 4079.583984
	Iteration 12Q: 3 clusters Score -416425.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -416508.843750 Penalty: 4079.583984
	Iteration 13Q: 3 clusters Score -416508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -416582.500000 Penalty: 4079.583984
	Iteration 14Q: 3 clusters Score -416582.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -416673.312500 Penalty: 4079.583984
	Iteration 15Q: 3 clusters Score -416673.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -416766.375000 Penalty: 4079.583984
	Iteration 16Q: 3 clusters Score -416766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -416826.093750 Penalty: 4079.583984
	Iteration 17Q: 3 clusters Score -416826.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -416851.000000 Penalty: 4079.583984
	Iteration 18Q: 3 clusters Score -416851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -416857.843750 Penalty: 4079.583984
	Iteration 19Q: 3 clusters Score -416857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -416862.781250 Penalty: 4079.583984
	Iteration 20F: 3 clusters Score -416862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -416866.125000 Penalty: 4079.583984
	Iteration 21Q: 3 clusters Score -416866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -416866.281250 Penalty: 4079.583984
	Iteration 22Q: 3 clusters Score -416866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -416866.281250 Penalty: 4079.583984
	Iteration 23F: 3 clusters Score -416866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 66558 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 11387 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 70644 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 77453 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1576 members 
Mstep: Class 28 contains 13944 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 13473 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 2539 members 
Entering Unmasked Estep 
Score: -45034404.000000 Penalty: 108619.007812
Splitting cluster 21 changes total score from -45035180.000000 to -45034404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -157491.984375 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -157492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155334.828125 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -155334.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -155931.593750 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -155931.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -156265.250000 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -156265.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -156534.125000 Penalty: 3631.309570
	Iteration 3F: 3 clusters Score -156534.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -156743.906250 Penalty: 3631.309570
	Iteration 4F: 3 clusters Score -156743.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -156874.218750 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -156874.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -156938.765625 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -156938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -156963.500000 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -156963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156976.843750 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -156976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -156992.515625 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -156992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -157005.859375 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -157005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -157011.109375 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -157011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -157017.171875 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -157017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -157021.218750 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -157021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -157028.203125 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -157028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -157032.734375 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -157032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -157034.375000 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -157034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -157034.375000 Penalty: 3631.309570
	Iteration 17F: 3 clusters Score -157034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -261766.796875 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -261766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -258761.171875 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -258761.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -259588.562500 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -259588.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -259980.437500 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -259980.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -260259.421875 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -260259.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -260463.984375 Penalty: 3910.376465
	Iteration 4F: 3 clusters Score -260464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -260597.421875 Penalty: 3910.376465
	Iteration 5Q: 3 clusters Score -260597.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -260693.984375 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -260694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -260742.578125 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -260742.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -260783.656250 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -260783.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -260822.937500 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -260822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -260848.062500 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -260848.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -260874.718750 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -260874.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -260900.718750 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -260900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -260919.218750 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -260919.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -260931.812500 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -260931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -260937.375000 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -260937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260937.875000 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -260937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -260939.875000 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -260939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -260942.203125 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -260942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -260944.750000 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -260944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -260946.828125 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -260946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -260948.234375 Penalty: 3910.376465
	Iteration 21Q: 3 clusters Score -260948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -260949.218750 Penalty: 3910.376465
	Iteration 22Q: 3 clusters Score -260949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -260950.437500 Penalty: 3910.376465
	Iteration 23Q: 3 clusters Score -260950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -260950.703125 Penalty: 3910.376465
	Iteration 24Q: 3 clusters Score -260950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260951.406250 Penalty: 3910.376465
	Iteration 25Q: 3 clusters Score -260951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260951.406250 Penalty: 3910.376465
	Iteration 26F: 3 clusters Score -260951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -410223.500000 Penalty: 2031.551514
	Iteration 0F: 2 clusters Score -410223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -406648.125000 Penalty: 4063.103027
	Iteration 0F: 3 clusters Score -406648.1 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -407435.656250 Penalty: 4063.103027
	Iteration 1F: 3 clusters Score -407435.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -407684.562500 Penalty: 4063.103027
	Iteration 2F: 3 clusters Score -407684.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -407904.468750 Penalty: 4063.103027
	Iteration 3F: 3 clusters Score -407904.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -408119.500000 Penalty: 4063.103027
	Iteration 4F: 3 clusters Score -408119.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -408277.781250 Penalty: 4063.103027
	Iteration 5Q: 3 clusters Score -408277.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -408426.156250 Penalty: 4063.103027
	Iteration 6Q: 3 clusters Score -408426.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -408564.968750 Penalty: 4063.103027
	Iteration 7Q: 3 clusters Score -408565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -408688.625000 Penalty: 4063.103027
	Iteration 8Q: 3 clusters Score -408688.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -408821.593750 Penalty: 4063.103027
	Iteration 9Q: 3 clusters Score -408821.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -408985.531250 Penalty: 4063.103027
	Iteration 10Q: 3 clusters Score -408985.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -409122.093750 Penalty: 4063.103027
	Iteration 11Q: 3 clusters Score -409122.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -409211.125000 Penalty: 4063.103027
	Iteration 12Q: 3 clusters Score -409211.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -409300.375000 Penalty: 4063.103027
	Iteration 13Q: 3 clusters Score -409300.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -409377.250000 Penalty: 4063.103027
	Iteration 14Q: 3 clusters Score -409377.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -409428.437500 Penalty: 4063.103027
	Iteration 15Q: 3 clusters Score -409428.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -409472.000000 Penalty: 4063.103027
	Iteration 16Q: 3 clusters Score -409472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -409512.500000 Penalty: 4063.103027
	Iteration 17Q: 3 clusters Score -409512.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -409543.875000 Penalty: 4063.103027
	Iteration 18Q: 3 clusters Score -409543.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -409578.781250 Penalty: 4063.103027
	Iteration 19Q: 3 clusters Score -409578.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -409615.562500 Penalty: 4063.103027
	Iteration 20F: 3 clusters Score -409615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -409648.531250 Penalty: 4063.103027
	Iteration 21Q: 3 clusters Score -409648.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -409665.687500 Penalty: 4063.103027
	Iteration 22Q: 3 clusters Score -409665.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -409680.468750 Penalty: 4063.103027
	Iteration 23Q: 3 clusters Score -409680.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -409697.812500 Penalty: 4063.103027
	Iteration 24Q: 3 clusters Score -409697.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -409712.062500 Penalty: 4063.103027
	Iteration 25Q: 3 clusters Score -409712.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -409726.156250 Penalty: 4063.103027
	Iteration 26Q: 3 clusters Score -409726.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -409756.125000 Penalty: 4063.103027
	Iteration 27Q: 3 clusters Score -409756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -409783.218750 Penalty: 4063.103027
	Iteration 28Q: 3 clusters Score -409783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -409803.968750 Penalty: 4063.103027
	Iteration 29Q: 3 clusters Score -409804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -409819.687500 Penalty: 4063.103027
	Iteration 30Q: 3 clusters Score -409819.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -409830.656250 Penalty: 4063.103027
	Iteration 31Q: 3 clusters Score -409830.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409842.812500 Penalty: 4063.103027
	Iteration 32Q: 3 clusters Score -409842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -409850.656250 Penalty: 4063.103027
	Iteration 33Q: 3 clusters Score -409850.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -409857.312500 Penalty: 4063.103027
	Iteration 34Q: 3 clusters Score -409857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -409861.812500 Penalty: 4063.103027
	Iteration 35Q: 3 clusters Score -409861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -409865.031250 Penalty: 4063.103027
	Iteration 36Q: 3 clusters Score -409865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409865.656250 Penalty: 4063.103027
	Iteration 37Q: 3 clusters Score -409865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409866.593750 Penalty: 4063.103027
	Iteration 38Q: 3 clusters Score -409866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409866.937500 Penalty: 4063.103027
	Iteration 39Q: 3 clusters Score -409866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409866.937500 Penalty: 4063.103027
	Iteration 40F: 3 clusters Score -409866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Entering Unmasked Estep 
Score: -1678768.125000 Penalty: 2383.775635
	Iteration 0F: 2 clusters Score -1678768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1667969.250000 Penalty: 4767.551270
	Iteration 0F: 3 clusters Score -1667969 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1671587.000000 Penalty: 4767.551270
	Iteration 1F: 3 clusters Score -1671587 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1672141.000000 Penalty: 4767.551270
	Iteration 2F: 3 clusters Score -1672141 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1672644.625000 Penalty: 4767.551270
	Iteration 3F: 3 clusters Score -1672645 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1673096.375000 Penalty: 4767.551270
	Iteration 4F: 3 clusters Score -1673096 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1673558.750000 Penalty: 4767.551270
	Iteration 5F: 3 clusters Score -1673559 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1673988.625000 Penalty: 4767.551270
	Iteration 6Q: 3 clusters Score -1673989 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1674367.625000 Penalty: 4767.551270
	Iteration 7Q: 3 clusters Score -1674368 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1674698.625000 Penalty: 4767.551270
	Iteration 8Q: 3 clusters Score -1674699 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1674988.750000 Penalty: 4767.551270
	Iteration 9Q: 3 clusters Score -1674989 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1675238.500000 Penalty: 4767.551270
	Iteration 10Q: 3 clusters Score -1675238 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1675477.375000 Penalty: 4767.551270
	Iteration 11Q: 3 clusters Score -1675477 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1675671.625000 Penalty: 4767.551270
	Iteration 12Q: 3 clusters Score -1675672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1675811.875000 Penalty: 4767.551270
	Iteration 13Q: 3 clusters Score -1675812 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1675919.375000 Penalty: 4767.551270
	Iteration 14Q: 3 clusters Score -1675919 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1675996.875000 Penalty: 4767.551270
	Iteration 15Q: 3 clusters Score -1675997 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1676056.750000 Penalty: 4767.551270
	Iteration 16Q: 3 clusters Score -1676057 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1676108.250000 Penalty: 4767.551270
	Iteration 17Q: 3 clusters Score -1676108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1676168.500000 Penalty: 4767.551270
	Iteration 18Q: 3 clusters Score -1676168 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1676222.375000 Penalty: 4767.551270
	Iteration 19Q: 3 clusters Score -1676222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1676265.125000 Penalty: 4767.551270
	Iteration 20F: 3 clusters Score -1676265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1676307.250000 Penalty: 4767.551270
	Iteration 21Q: 3 clusters Score -1676307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1676355.375000 Penalty: 4767.551270
	Iteration 22Q: 3 clusters Score -1676355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1676392.750000 Penalty: 4767.551270
	Iteration 23Q: 3 clusters Score -1676393 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1676417.875000 Penalty: 4767.551270
	Iteration 24Q: 3 clusters Score -1676418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1676447.875000 Penalty: 4767.551270
	Iteration 25Q: 3 clusters Score -1676448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1676465.625000 Penalty: 4767.551270
	Iteration 26Q: 3 clusters Score -1676466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1676479.375000 Penalty: 4767.551270
	Iteration 27Q: 3 clusters Score -1676479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1676499.375000 Penalty: 4767.551270
	Iteration 28Q: 3 clusters Score -1676499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1676523.875000 Penalty: 4767.551270
	Iteration 29Q: 3 clusters Score -1676524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1676539.625000 Penalty: 4767.551270
	Iteration 30Q: 3 clusters Score -1676540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1676552.375000 Penalty: 4767.551270
	Iteration 31Q: 3 clusters Score -1676552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1676568.625000 Penalty: 4767.551270
	Iteration 32Q: 3 clusters Score -1676569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1676575.000000 Penalty: 4767.551270
	Iteration 33Q: 3 clusters Score -1676575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1676586.375000 Penalty: 4767.551270
	Iteration 34Q: 3 clusters Score -1676586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1676598.750000 Penalty: 4767.551270
	Iteration 35Q: 3 clusters Score -1676599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1676616.750000 Penalty: 4767.551270
	Iteration 36Q: 3 clusters Score -1676617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1676636.375000 Penalty: 4767.551270
	Iteration 37Q: 3 clusters Score -1676636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1676649.750000 Penalty: 4767.551270
	Iteration 38Q: 3 clusters Score -1676650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1676664.250000 Penalty: 4767.551270
	Iteration 39Q: 3 clusters Score -1676664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1676688.625000 Penalty: 4767.551270
	Iteration 40F: 3 clusters Score -1676689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1676713.750000 Penalty: 4767.551270
	Iteration 41Q: 3 clusters Score -1676714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1676735.750000 Penalty: 4767.551270
	Iteration 42Q: 3 clusters Score -1676736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1676765.000000 Penalty: 4767.551270
	Iteration 43Q: 3 clusters Score -1676765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1676794.000000 Penalty: 4767.551270
	Iteration 44Q: 3 clusters Score -1676794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1676816.375000 Penalty: 4767.551270
	Iteration 45Q: 3 clusters Score -1676816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1676840.875000 Penalty: 4767.551270
	Iteration 46Q: 3 clusters Score -1676841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1676875.000000 Penalty: 4767.551270
	Iteration 47Q: 3 clusters Score -1676875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1676901.875000 Penalty: 4767.551270
	Iteration 48Q: 3 clusters Score -1676902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1676920.500000 Penalty: 4767.551270
	Iteration 49Q: 3 clusters Score -1676920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1676939.500000 Penalty: 4767.551270
	Iteration 50Q: 3 clusters Score -1676940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1676948.125000 Penalty: 4767.551270
	Iteration 51Q: 3 clusters Score -1676948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1676965.625000 Penalty: 4767.551270
	Iteration 52Q: 3 clusters Score -1676966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1676973.250000 Penalty: 4767.551270
	Iteration 53Q: 3 clusters Score -1676973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1676978.500000 Penalty: 4767.551270
	Iteration 54Q: 3 clusters Score -1676978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1676986.125000 Penalty: 4767.551270
	Iteration 55Q: 3 clusters Score -1676986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1676987.875000 Penalty: 4767.551270
	Iteration 56Q: 3 clusters Score -1676988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1677002.000000 Penalty: 4767.551270
	Iteration 57Q: 3 clusters Score -1677002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1677011.125000 Penalty: 4767.551270
	Iteration 58Q: 3 clusters Score -1677011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1677025.375000 Penalty: 4767.551270
	Iteration 59Q: 3 clusters Score -1677025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1677038.000000 Penalty: 4767.551270
	Iteration 60F: 3 clusters Score -1677038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1677054.375000 Penalty: 4767.551270
	Iteration 61Q: 3 clusters Score -1677054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1677067.375000 Penalty: 4767.551270
	Iteration 62Q: 3 clusters Score -1677067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1677088.875000 Penalty: 4767.551270
	Iteration 63Q: 3 clusters Score -1677089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1677100.375000 Penalty: 4767.551270
	Iteration 64Q: 3 clusters Score -1677100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1677114.750000 Penalty: 4767.551270
	Iteration 65Q: 3 clusters Score -1677115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1677122.875000 Penalty: 4767.551270
	Iteration 66Q: 3 clusters Score -1677123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1677145.375000 Penalty: 4767.551270
	Iteration 67Q: 3 clusters Score -1677145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1677151.500000 Penalty: 4767.551270
	Iteration 68Q: 3 clusters Score -1677152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1677162.125000 Penalty: 4767.551270
	Iteration 69Q: 3 clusters Score -1677162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1677184.250000 Penalty: 4767.551270
	Iteration 70Q: 3 clusters Score -1677184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1677195.750000 Penalty: 4767.551270
	Iteration 71Q: 3 clusters Score -1677196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1677201.000000 Penalty: 4767.551270
	Iteration 72Q: 3 clusters Score -1677201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1677216.750000 Penalty: 4767.551270
	Iteration 73Q: 3 clusters Score -1677217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1677233.500000 Penalty: 4767.551270
	Iteration 74Q: 3 clusters Score -1677234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1677247.125000 Penalty: 4767.551270
	Iteration 75Q: 3 clusters Score -1677247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1677259.750000 Penalty: 4767.551270
	Iteration 76Q: 3 clusters Score -1677260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1677275.375000 Penalty: 4767.551270
	Iteration 77Q: 3 clusters Score -1677275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1677286.125000 Penalty: 4767.551270
	Iteration 78Q: 3 clusters Score -1677286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1677303.000000 Penalty: 4767.551270
	Iteration 79Q: 3 clusters Score -1677303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1677314.625000 Penalty: 4767.551270
	Iteration 80F: 3 clusters Score -1677315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1677328.125000 Penalty: 4767.551270
	Iteration 81Q: 3 clusters Score -1677328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1677342.000000 Penalty: 4767.551270
	Iteration 82Q: 3 clusters Score -1677342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1677354.875000 Penalty: 4767.551270
	Iteration 83Q: 3 clusters Score -1677355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1677365.125000 Penalty: 4767.551270
	Iteration 84Q: 3 clusters Score -1677365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1677377.250000 Penalty: 4767.551270
	Iteration 85Q: 3 clusters Score -1677377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1677384.375000 Penalty: 4767.551270
	Iteration 86Q: 3 clusters Score -1677384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1677394.500000 Penalty: 4767.551270
	Iteration 87Q: 3 clusters Score -1677394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1677405.375000 Penalty: 4767.551270
	Iteration 88Q: 3 clusters Score -1677405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1677404.625000 Penalty: 4767.551270
	Iteration 89Q: 3 clusters Score -1677405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1677412.000000 Penalty: 4767.551270
	Iteration 90Q: 3 clusters Score -1677412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1677416.250000 Penalty: 4767.551270
	Iteration 91Q: 3 clusters Score -1677416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1677428.250000 Penalty: 4767.551270
	Iteration 92Q: 3 clusters Score -1677428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1677429.250000 Penalty: 4767.551270
	Iteration 93Q: 3 clusters Score -1677429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1677438.000000 Penalty: 4767.551270
	Iteration 94Q: 3 clusters Score -1677438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1677440.125000 Penalty: 4767.551270
	Iteration 95Q: 3 clusters Score -1677440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1677445.625000 Penalty: 4767.551270
	Iteration 96Q: 3 clusters Score -1677446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1677449.375000 Penalty: 4767.551270
	Iteration 97Q: 3 clusters Score -1677449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1677449.750000 Penalty: 4767.551270
	Iteration 98Q: 3 clusters Score -1677450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1677454.250000 Penalty: 4767.551270
	Iteration 99Q: 3 clusters Score -1677454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1677459.875000 Penalty: 4767.551270
	Iteration 100F: 3 clusters Score -1677460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1677472.750000 Penalty: 4767.551270
	Iteration 101Q: 3 clusters Score -1677473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1677478.500000 Penalty: 4767.551270
	Iteration 102Q: 3 clusters Score -1677478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1677488.750000 Penalty: 4767.551270
	Iteration 103Q: 3 clusters Score -1677489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1677494.125000 Penalty: 4767.551270
	Iteration 104Q: 3 clusters Score -1677494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1677501.500000 Penalty: 4767.551270
	Iteration 105Q: 3 clusters Score -1677502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1677509.375000 Penalty: 4767.551270
	Iteration 106Q: 3 clusters Score -1677509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1677514.250000 Penalty: 4767.551270
	Iteration 107Q: 3 clusters Score -1677514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1677520.875000 Penalty: 4767.551270
	Iteration 108Q: 3 clusters Score -1677521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1677530.125000 Penalty: 4767.551270
	Iteration 109Q: 3 clusters Score -1677530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1677532.375000 Penalty: 4767.551270
	Iteration 110Q: 3 clusters Score -1677532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1677543.500000 Penalty: 4767.551270
	Iteration 111Q: 3 clusters Score -1677544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1677548.125000 Penalty: 4767.551270
	Iteration 112Q: 3 clusters Score -1677548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1677553.625000 Penalty: 4767.551270
	Iteration 113Q: 3 clusters Score -1677554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1677555.500000 Penalty: 4767.551270
	Iteration 114Q: 3 clusters Score -1677556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1677564.250000 Penalty: 4767.551270
	Iteration 115Q: 3 clusters Score -1677564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1677572.125000 Penalty: 4767.551270
	Iteration 116Q: 3 clusters Score -1677572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1677582.500000 Penalty: 4767.551270
	Iteration 117Q: 3 clusters Score -1677582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1677592.125000 Penalty: 4767.551270
	Iteration 118Q: 3 clusters Score -1677592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1677598.375000 Penalty: 4767.551270
	Iteration 119Q: 3 clusters Score -1677598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1677605.500000 Penalty: 4767.551270
	Iteration 120F: 3 clusters Score -1677606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1677619.875000 Penalty: 4767.551270
	Iteration 121Q: 3 clusters Score -1677620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1677634.000000 Penalty: 4767.551270
	Iteration 122Q: 3 clusters Score -1677634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1677645.625000 Penalty: 4767.551270
	Iteration 123Q: 3 clusters Score -1677646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1677655.000000 Penalty: 4767.551270
	Iteration 124Q: 3 clusters Score -1677655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1677667.875000 Penalty: 4767.551270
	Iteration 125Q: 3 clusters Score -1677668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1677680.750000 Penalty: 4767.551270
	Iteration 126Q: 3 clusters Score -1677681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1677688.875000 Penalty: 4767.551270
	Iteration 127Q: 3 clusters Score -1677689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1677698.375000 Penalty: 4767.551270
	Iteration 128Q: 3 clusters Score -1677698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1677706.000000 Penalty: 4767.551270
	Iteration 129Q: 3 clusters Score -1677706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1677717.250000 Penalty: 4767.551270
	Iteration 130Q: 3 clusters Score -1677717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1677726.500000 Penalty: 4767.551270
	Iteration 131Q: 3 clusters Score -1677726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1677734.500000 Penalty: 4767.551270
	Iteration 132Q: 3 clusters Score -1677734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1677741.875000 Penalty: 4767.551270
	Iteration 133Q: 3 clusters Score -1677742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1677746.750000 Penalty: 4767.551270
	Iteration 134Q: 3 clusters Score -1677747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1677750.875000 Penalty: 4767.551270
	Iteration 135Q: 3 clusters Score -1677751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1677752.500000 Penalty: 4767.551270
	Iteration 136Q: 3 clusters Score -1677752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1677752.500000 Penalty: 4767.551270
	Iteration 137Q: 3 clusters Score -1677752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1677758.000000 Penalty: 4767.551270
	Iteration 138Q: 3 clusters Score -1677758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1677760.250000 Penalty: 4767.551270
	Iteration 139Q: 3 clusters Score -1677760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1677767.125000 Penalty: 4767.551270
	Iteration 140F: 3 clusters Score -1677767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1677769.125000 Penalty: 4767.551270
	Iteration 141Q: 3 clusters Score -1677769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1677772.500000 Penalty: 4767.551270
	Iteration 142Q: 3 clusters Score -1677772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1677775.875000 Penalty: 4767.551270
	Iteration 143Q: 3 clusters Score -1677776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1677773.625000 Penalty: 4767.551270
	Iteration 144Q: 3 clusters Score -1677774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1677779.625000 Penalty: 4767.551270
	Iteration 145Q: 3 clusters Score -1677780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1677778.375000 Penalty: 4767.551270
	Iteration 146Q: 3 clusters Score -1677778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1677782.875000 Penalty: 4767.551270
	Iteration 147Q: 3 clusters Score -1677783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1677783.000000 Penalty: 4767.551270
	Iteration 148Q: 3 clusters Score -1677783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1677785.625000 Penalty: 4767.551270
	Iteration 149Q: 3 clusters Score -1677786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1677786.125000 Penalty: 4767.551270
	Iteration 150Q: 3 clusters Score -1677786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1677791.500000 Penalty: 4767.551270
	Iteration 151Q: 3 clusters Score -1677792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1677793.000000 Penalty: 4767.551270
	Iteration 152Q: 3 clusters Score -1677793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1677792.375000 Penalty: 4767.551270
	Iteration 153Q: 3 clusters Score -1677792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1677791.625000 Penalty: 4767.551270
	Iteration 154Q: 3 clusters Score -1677792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1677792.125000 Penalty: 4767.551270
	Iteration 155Q: 3 clusters Score -1677792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1677794.875000 Penalty: 4767.551270
	Iteration 156Q: 3 clusters Score -1677795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1677793.750000 Penalty: 4767.551270
	Iteration 157Q: 3 clusters Score -1677794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1677793.750000 Penalty: 4767.551270
	Iteration 158F: 3 clusters Score -1677794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -546976.937500 Penalty: 2099.699951
	Iteration 0F: 2 clusters Score -546976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -542627.125000 Penalty: 4199.399902
	Iteration 0F: 3 clusters Score -542627.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -543681.750000 Penalty: 4199.399902
	Iteration 1F: 3 clusters Score -543681.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -543894.000000 Penalty: 4199.399902
	Iteration 2F: 3 clusters Score -543894 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -544036.562500 Penalty: 4199.399902
	Iteration 3Q: 3 clusters Score -544036.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -544168.125000 Penalty: 4199.399902
	Iteration 4Q: 3 clusters Score -544168.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -544256.187500 Penalty: 4199.399902
	Iteration 5Q: 3 clusters Score -544256.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -544314.812500 Penalty: 4199.399902
	Iteration 6Q: 3 clusters Score -544314.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -544360.750000 Penalty: 4199.399902
	Iteration 7Q: 3 clusters Score -544360.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -544400.250000 Penalty: 4199.399902
	Iteration 8Q: 3 clusters Score -544400.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -544442.937500 Penalty: 4199.399902
	Iteration 9Q: 3 clusters Score -544442.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -544485.250000 Penalty: 4199.399902
	Iteration 10Q: 3 clusters Score -544485.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -544535.062500 Penalty: 4199.399902
	Iteration 11Q: 3 clusters Score -544535.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -544589.062500 Penalty: 4199.399902
	Iteration 12Q: 3 clusters Score -544589.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544633.125000 Penalty: 4199.399902
	Iteration 13Q: 3 clusters Score -544633.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -544678.375000 Penalty: 4199.399902
	Iteration 14Q: 3 clusters Score -544678.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -544723.937500 Penalty: 4199.399902
	Iteration 15Q: 3 clusters Score -544723.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -544765.875000 Penalty: 4199.399902
	Iteration 16Q: 3 clusters Score -544765.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -544807.625000 Penalty: 4199.399902
	Iteration 17Q: 3 clusters Score -544807.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -544848.750000 Penalty: 4199.399902
	Iteration 18Q: 3 clusters Score -544848.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -544883.375000 Penalty: 4199.399902
	Iteration 19Q: 3 clusters Score -544883.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -544916.937500 Penalty: 4199.399902
	Iteration 20F: 3 clusters Score -544916.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -544952.250000 Penalty: 4199.399902
	Iteration 21Q: 3 clusters Score -544952.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -544988.687500 Penalty: 4199.399902
	Iteration 22Q: 3 clusters Score -544988.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -545014.937500 Penalty: 4199.399902
	Iteration 23Q: 3 clusters Score -545014.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -545032.437500 Penalty: 4199.399902
	Iteration 24Q: 3 clusters Score -545032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -545045.687500 Penalty: 4199.399902
	Iteration 25Q: 3 clusters Score -545045.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -545054.000000 Penalty: 4199.399902
	Iteration 26Q: 3 clusters Score -545054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -545062.562500 Penalty: 4199.399902
	Iteration 27Q: 3 clusters Score -545062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -545070.500000 Penalty: 4199.399902
	Iteration 28Q: 3 clusters Score -545070.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -545082.250000 Penalty: 4199.399902
	Iteration 29Q: 3 clusters Score -545082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -545092.812500 Penalty: 4199.399902
	Iteration 30Q: 3 clusters Score -545092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -545103.187500 Penalty: 4199.399902
	Iteration 31Q: 3 clusters Score -545103.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -545114.250000 Penalty: 4199.399902
	Iteration 32Q: 3 clusters Score -545114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -545124.687500 Penalty: 4199.399902
	Iteration 33Q: 3 clusters Score -545124.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -545131.500000 Penalty: 4199.399902
	Iteration 34Q: 3 clusters Score -545131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -545140.937500 Penalty: 4199.399902
	Iteration 35Q: 3 clusters Score -545140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -545147.062500 Penalty: 4199.399902
	Iteration 36Q: 3 clusters Score -545147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -545151.562500 Penalty: 4199.399902
	Iteration 37Q: 3 clusters Score -545151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -545159.312500 Penalty: 4199.399902
	Iteration 38Q: 3 clusters Score -545159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -545164.062500 Penalty: 4199.399902
	Iteration 39Q: 3 clusters Score -545164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -545172.312500 Penalty: 4199.399902
	Iteration 40F: 3 clusters Score -545172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -545179.687500 Penalty: 4199.399902
	Iteration 41Q: 3 clusters Score -545179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -545184.187500 Penalty: 4199.399902
	Iteration 42Q: 3 clusters Score -545184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -545191.625000 Penalty: 4199.399902
	Iteration 43Q: 3 clusters Score -545191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -545197.687500 Penalty: 4199.399902
	Iteration 44Q: 3 clusters Score -545197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -545199.437500 Penalty: 4199.399902
	Iteration 45Q: 3 clusters Score -545199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -545199.625000 Penalty: 4199.399902
	Iteration 46Q: 3 clusters Score -545199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -545200.375000 Penalty: 4199.399902
	Iteration 47Q: 3 clusters Score -545200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -545200.750000 Penalty: 4199.399902
	Iteration 48Q: 3 clusters Score -545200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -545201.562500 Penalty: 4199.399902
	Iteration 49Q: 3 clusters Score -545201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -545201.562500 Penalty: 4199.399902
	Iteration 50F: 3 clusters Score -545201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -184555.500000 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -184555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -182202.593750 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -182202.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -182573.515625 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -182573.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -182685.281250 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -182685.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182746.546875 Penalty: 3651.872070
	Iteration 3Q: 3 clusters Score -182746.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182790.531250 Penalty: 3651.872070
	Iteration 4Q: 3 clusters Score -182790.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182810.500000 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -182810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182824.171875 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -182824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -182842.625000 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -182842.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182853.171875 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -182853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182857.171875 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -182857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182863.203125 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -182863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182868.531250 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -182868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -182873.750000 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -182873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -182877.625000 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -182877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182882.718750 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -182882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182885.000000 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -182885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182886.906250 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -182886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182891.703125 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -182891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182896.968750 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -182897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -182898.125000 Penalty: 3651.872070
	Iteration 19Q: 3 clusters Score -182898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182900.156250 Penalty: 3651.872070
	Iteration 20F: 3 clusters Score -182900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182901.203125 Penalty: 3651.872070
	Iteration 21Q: 3 clusters Score -182901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182901.968750 Penalty: 3651.872070
	Iteration 22Q: 3 clusters Score -182902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182903.531250 Penalty: 3651.872070
	Iteration 23Q: 3 clusters Score -182903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182905.093750 Penalty: 3651.872070
	Iteration 24Q: 3 clusters Score -182905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182906.828125 Penalty: 3651.872070
	Iteration 25Q: 3 clusters Score -182906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182907.734375 Penalty: 3651.872070
	Iteration 26Q: 3 clusters Score -182907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182907.734375 Penalty: 3651.872070
	Iteration 27F: 3 clusters Score -182907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1667815.875000 Penalty: 2366.615479
	Iteration 0F: 2 clusters Score -1667816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1657582.125000 Penalty: 4733.230957
	Iteration 0F: 3 clusters Score -1657582 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1660817.625000 Penalty: 4733.230957
	Iteration 1F: 3 clusters Score -1660818 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1661116.750000 Penalty: 4733.230957
	Iteration 2F: 3 clusters Score -1661117 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1661304.625000 Penalty: 4733.230957
	Iteration 3Q: 3 clusters Score -1661305 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1661434.250000 Penalty: 4733.230957
	Iteration 4Q: 3 clusters Score -1661434 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1661534.500000 Penalty: 4733.230957
	Iteration 5Q: 3 clusters Score -1661534 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1661612.125000 Penalty: 4733.230957
	Iteration 6Q: 3 clusters Score -1661612 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1661669.875000 Penalty: 4733.230957
	Iteration 7Q: 3 clusters Score -1661670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1661719.250000 Penalty: 4733.230957
	Iteration 8Q: 3 clusters Score -1661719 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1661769.125000 Penalty: 4733.230957
	Iteration 9Q: 3 clusters Score -1661769 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1661799.000000 Penalty: 4733.230957
	Iteration 10Q: 3 clusters Score -1661799 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1661826.250000 Penalty: 4733.230957
	Iteration 11Q: 3 clusters Score -1661826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1661857.000000 Penalty: 4733.230957
	Iteration 12Q: 3 clusters Score -1661857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1661870.625000 Penalty: 4733.230957
	Iteration 13Q: 3 clusters Score -1661871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1661886.875000 Penalty: 4733.230957
	Iteration 14Q: 3 clusters Score -1661887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1661901.500000 Penalty: 4733.230957
	Iteration 15Q: 3 clusters Score -1661902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1661920.875000 Penalty: 4733.230957
	Iteration 16Q: 3 clusters Score -1661921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1661940.875000 Penalty: 4733.230957
	Iteration 17Q: 3 clusters Score -1661941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1661952.375000 Penalty: 4733.230957
	Iteration 18Q: 3 clusters Score -1661952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1661969.500000 Penalty: 4733.230957
	Iteration 19Q: 3 clusters Score -1661970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1661983.500000 Penalty: 4733.230957
	Iteration 20F: 3 clusters Score -1661984 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1662004.250000 Penalty: 4733.230957
	Iteration 21Q: 3 clusters Score -1662004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1662014.250000 Penalty: 4733.230957
	Iteration 22Q: 3 clusters Score -1662014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1662035.250000 Penalty: 4733.230957
	Iteration 23Q: 3 clusters Score -1662035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1662050.875000 Penalty: 4733.230957
	Iteration 24Q: 3 clusters Score -1662051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1662061.000000 Penalty: 4733.230957
	Iteration 25Q: 3 clusters Score -1662061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1662076.750000 Penalty: 4733.230957
	Iteration 26Q: 3 clusters Score -1662077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1662096.000000 Penalty: 4733.230957
	Iteration 27Q: 3 clusters Score -1662096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1662110.625000 Penalty: 4733.230957
	Iteration 28Q: 3 clusters Score -1662111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1662134.125000 Penalty: 4733.230957
	Iteration 29Q: 3 clusters Score -1662134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1662149.125000 Penalty: 4733.230957
	Iteration 30Q: 3 clusters Score -1662149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1662165.125000 Penalty: 4733.230957
	Iteration 31Q: 3 clusters Score -1662165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1662189.250000 Penalty: 4733.230957
	Iteration 32Q: 3 clusters Score -1662189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1662218.000000 Penalty: 4733.230957
	Iteration 33Q: 3 clusters Score -1662218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1662259.750000 Penalty: 4733.230957
	Iteration 34Q: 3 clusters Score -1662260 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1662302.625000 Penalty: 4733.230957
	Iteration 35Q: 3 clusters Score -1662303 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1662369.375000 Penalty: 4733.230957
	Iteration 36Q: 3 clusters Score -1662369 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1662454.375000 Penalty: 4733.230957
	Iteration 37Q: 3 clusters Score -1662454 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1662556.125000 Penalty: 4733.230957
	Iteration 38Q: 3 clusters Score -1662556 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1662685.250000 Penalty: 4733.230957
	Iteration 39Q: 3 clusters Score -1662685 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1662824.250000 Penalty: 4733.230957
	Iteration 40F: 3 clusters Score -1662824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1662983.500000 Penalty: 4733.230957
	Iteration 41Q: 3 clusters Score -1662984 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1663135.750000 Penalty: 4733.230957
	Iteration 42Q: 3 clusters Score -1663136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1663294.500000 Penalty: 4733.230957
	Iteration 43Q: 3 clusters Score -1663294 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1663472.750000 Penalty: 4733.230957
	Iteration 44Q: 3 clusters Score -1663473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1663663.375000 Penalty: 4733.230957
	Iteration 45Q: 3 clusters Score -1663663 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1663875.375000 Penalty: 4733.230957
	Iteration 46Q: 3 clusters Score -1663875 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1664110.500000 Penalty: 4733.230957
	Iteration 47Q: 3 clusters Score -1664110 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1664365.375000 Penalty: 4733.230957
	Iteration 48Q: 3 clusters Score -1664365 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1664619.250000 Penalty: 4733.230957
	Iteration 49Q: 3 clusters Score -1664619 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1664861.500000 Penalty: 4733.230957
	Iteration 50Q: 3 clusters Score -1664862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1665069.500000 Penalty: 4733.230957
	Iteration 51Q: 3 clusters Score -1665070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1665213.250000 Penalty: 4733.230957
	Iteration 52Q: 3 clusters Score -1665213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1665307.500000 Penalty: 4733.230957
	Iteration 53Q: 3 clusters Score -1665308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1665402.250000 Penalty: 4733.230957
	Iteration 54Q: 3 clusters Score -1665402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1665468.625000 Penalty: 4733.230957
	Iteration 55Q: 3 clusters Score -1665469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1665510.875000 Penalty: 4733.230957
	Iteration 56Q: 3 clusters Score -1665511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1665555.625000 Penalty: 4733.230957
	Iteration 57Q: 3 clusters Score -1665556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1665588.625000 Penalty: 4733.230957
	Iteration 58Q: 3 clusters Score -1665589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1665611.500000 Penalty: 4733.230957
	Iteration 59Q: 3 clusters Score -1665612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1665628.375000 Penalty: 4733.230957
	Iteration 60F: 3 clusters Score -1665628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1665635.750000 Penalty: 4733.230957
	Iteration 61Q: 3 clusters Score -1665636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1665640.375000 Penalty: 4733.230957
	Iteration 62Q: 3 clusters Score -1665640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1665643.125000 Penalty: 4733.230957
	Iteration 63Q: 3 clusters Score -1665643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1665646.375000 Penalty: 4733.230957
	Iteration 64Q: 3 clusters Score -1665646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1665647.625000 Penalty: 4733.230957
	Iteration 65Q: 3 clusters Score -1665648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1665651.250000 Penalty: 4733.230957
	Iteration 66Q: 3 clusters Score -1665651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1665651.375000 Penalty: 4733.230957
	Iteration 67Q: 3 clusters Score -1665651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1665653.375000 Penalty: 4733.230957
	Iteration 68Q: 3 clusters Score -1665653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1665652.750000 Penalty: 4733.230957
	Iteration 69Q: 3 clusters Score -1665653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1665656.875000 Penalty: 4733.230957
	Iteration 70Q: 3 clusters Score -1665657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1665658.750000 Penalty: 4733.230957
	Iteration 71Q: 3 clusters Score -1665659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1665662.125000 Penalty: 4733.230957
	Iteration 72Q: 3 clusters Score -1665662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1665664.000000 Penalty: 4733.230957
	Iteration 73Q: 3 clusters Score -1665664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1665666.250000 Penalty: 4733.230957
	Iteration 74Q: 3 clusters Score -1665666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1665670.250000 Penalty: 4733.230957
	Iteration 75Q: 3 clusters Score -1665670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1665672.500000 Penalty: 4733.230957
	Iteration 76Q: 3 clusters Score -1665672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1665673.750000 Penalty: 4733.230957
	Iteration 77Q: 3 clusters Score -1665674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1665677.500000 Penalty: 4733.230957
	Iteration 78Q: 3 clusters Score -1665678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1665678.125000 Penalty: 4733.230957
	Iteration 79Q: 3 clusters Score -1665678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1665684.625000 Penalty: 4733.230957
	Iteration 80F: 3 clusters Score -1665685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1665688.000000 Penalty: 4733.230957
	Iteration 81Q: 3 clusters Score -1665688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1665690.375000 Penalty: 4733.230957
	Iteration 82Q: 3 clusters Score -1665690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1665693.125000 Penalty: 4733.230957
	Iteration 83Q: 3 clusters Score -1665693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1665696.250000 Penalty: 4733.230957
	Iteration 84Q: 3 clusters Score -1665696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1665702.375000 Penalty: 4733.230957
	Iteration 85Q: 3 clusters Score -1665702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1665706.625000 Penalty: 4733.230957
	Iteration 86Q: 3 clusters Score -1665707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1665709.000000 Penalty: 4733.230957
	Iteration 87Q: 3 clusters Score -1665709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1665710.375000 Penalty: 4733.230957
	Iteration 88Q: 3 clusters Score -1665710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1665710.375000 Penalty: 4733.230957
	Iteration 89F: 3 clusters Score -1665710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Entering Unmasked Estep 
Score: -998703.312500 Penalty: 2244.762695
	Iteration 0F: 2 clusters Score -998703.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -991995.875000 Penalty: 4489.525391
	Iteration 0F: 3 clusters Score -991995.9 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -993951.375000 Penalty: 4489.525391
	Iteration 1F: 3 clusters Score -993951.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -994314.750000 Penalty: 4489.525391
	Iteration 2F: 3 clusters Score -994314.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -994622.875000 Penalty: 4489.525391
	Iteration 3F: 3 clusters Score -994622.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -994948.562500 Penalty: 4489.525391
	Iteration 4F: 3 clusters Score -994948.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -995276.937500 Penalty: 4489.525391
	Iteration 5F: 3 clusters Score -995276.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -995529.937500 Penalty: 4489.525391
	Iteration 6Q: 3 clusters Score -995529.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -995792.625000 Penalty: 4489.525391
	Iteration 7Q: 3 clusters Score -995792.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -996014.312500 Penalty: 4489.525391
	Iteration 8Q: 3 clusters Score -996014.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -996205.375000 Penalty: 4489.525391
	Iteration 9Q: 3 clusters Score -996205.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -996397.437500 Penalty: 4489.525391
	Iteration 10Q: 3 clusters Score -996397.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -996546.687500 Penalty: 4489.525391
	Iteration 11Q: 3 clusters Score -996546.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -996677.250000 Penalty: 4489.525391
	Iteration 12Q: 3 clusters Score -996677.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -996793.812500 Penalty: 4489.525391
	Iteration 13Q: 3 clusters Score -996793.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -996874.500000 Penalty: 4489.525391
	Iteration 14Q: 3 clusters Score -996874.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -996950.187500 Penalty: 4489.525391
	Iteration 15Q: 3 clusters Score -996950.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -997025.500000 Penalty: 4489.525391
	Iteration 16Q: 3 clusters Score -997025.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -997083.500000 Penalty: 4489.525391
	Iteration 17Q: 3 clusters Score -997083.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -997125.500000 Penalty: 4489.525391
	Iteration 18Q: 3 clusters Score -997125.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -997160.812500 Penalty: 4489.525391
	Iteration 19Q: 3 clusters Score -997160.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -997191.125000 Penalty: 4489.525391
	Iteration 20F: 3 clusters Score -997191.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -997211.875000 Penalty: 4489.525391
	Iteration 21Q: 3 clusters Score -997211.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -997228.562500 Penalty: 4489.525391
	Iteration 22Q: 3 clusters Score -997228.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -997243.000000 Penalty: 4489.525391
	Iteration 23Q: 3 clusters Score -997243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -997255.000000 Penalty: 4489.525391
	Iteration 24Q: 3 clusters Score -997255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -997264.000000 Penalty: 4489.525391
	Iteration 25Q: 3 clusters Score -997264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -997271.312500 Penalty: 4489.525391
	Iteration 26Q: 3 clusters Score -997271.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -997278.625000 Penalty: 4489.525391
	Iteration 27Q: 3 clusters Score -997278.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -997286.062500 Penalty: 4489.525391
	Iteration 28Q: 3 clusters Score -997286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -997292.125000 Penalty: 4489.525391
	Iteration 29Q: 3 clusters Score -997292.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -997295.187500 Penalty: 4489.525391
	Iteration 30Q: 3 clusters Score -997295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -997299.062500 Penalty: 4489.525391
	Iteration 31Q: 3 clusters Score -997299.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -997303.125000 Penalty: 4489.525391
	Iteration 32Q: 3 clusters Score -997303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -997309.875000 Penalty: 4489.525391
	Iteration 33Q: 3 clusters Score -997309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -997317.000000 Penalty: 4489.525391
	Iteration 34Q: 3 clusters Score -997317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -997322.812500 Penalty: 4489.525391
	Iteration 35Q: 3 clusters Score -997322.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -997329.437500 Penalty: 4489.525391
	Iteration 36Q: 3 clusters Score -997329.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -997340.687500 Penalty: 4489.525391
	Iteration 37Q: 3 clusters Score -997340.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -997343.187500 Penalty: 4489.525391
	Iteration 38Q: 3 clusters Score -997343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -997351.375000 Penalty: 4489.525391
	Iteration 39Q: 3 clusters Score -997351.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -997351.875000 Penalty: 4489.525391
	Iteration 40F: 3 clusters Score -997351.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -997362.250000 Penalty: 4489.525391
	Iteration 41Q: 3 clusters Score -997362.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -997370.312500 Penalty: 4489.525391
	Iteration 42Q: 3 clusters Score -997370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -997377.250000 Penalty: 4489.525391
	Iteration 43Q: 3 clusters Score -997377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -997384.750000 Penalty: 4489.525391
	Iteration 44Q: 3 clusters Score -997384.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -997389.437500 Penalty: 4489.525391
	Iteration 45Q: 3 clusters Score -997389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -997395.875000 Penalty: 4489.525391
	Iteration 46Q: 3 clusters Score -997395.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -997409.500000 Penalty: 4489.525391
	Iteration 47Q: 3 clusters Score -997409.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -997413.750000 Penalty: 4489.525391
	Iteration 48Q: 3 clusters Score -997413.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -997418.625000 Penalty: 4489.525391
	Iteration 49Q: 3 clusters Score -997418.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -997426.500000 Penalty: 4489.525391
	Iteration 50Q: 3 clusters Score -997426.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -997438.625000 Penalty: 4489.525391
	Iteration 51Q: 3 clusters Score -997438.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -997448.062500 Penalty: 4489.525391
	Iteration 52Q: 3 clusters Score -997448.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -997452.375000 Penalty: 4489.525391
	Iteration 53Q: 3 clusters Score -997452.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -997459.875000 Penalty: 4489.525391
	Iteration 54Q: 3 clusters Score -997459.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -997468.562500 Penalty: 4489.525391
	Iteration 55Q: 3 clusters Score -997468.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -997475.250000 Penalty: 4489.525391
	Iteration 56Q: 3 clusters Score -997475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -997479.187500 Penalty: 4489.525391
	Iteration 57Q: 3 clusters Score -997479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -997486.187500 Penalty: 4489.525391
	Iteration 58Q: 3 clusters Score -997486.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -997489.875000 Penalty: 4489.525391
	Iteration 59Q: 3 clusters Score -997489.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -997500.437500 Penalty: 4489.525391
	Iteration 60F: 3 clusters Score -997500.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -997510.437500 Penalty: 4489.525391
	Iteration 61Q: 3 clusters Score -997510.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -997523.687500 Penalty: 4489.525391
	Iteration 62Q: 3 clusters Score -997523.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -997540.375000 Penalty: 4489.525391
	Iteration 63Q: 3 clusters Score -997540.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -997562.687500 Penalty: 4489.525391
	Iteration 64Q: 3 clusters Score -997562.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -997590.687500 Penalty: 4489.525391
	Iteration 65Q: 3 clusters Score -997590.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -997614.375000 Penalty: 4489.525391
	Iteration 66Q: 3 clusters Score -997614.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -997643.687500 Penalty: 4489.525391
	Iteration 67Q: 3 clusters Score -997643.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -997680.000000 Penalty: 4489.525391
	Iteration 68Q: 3 clusters Score -997680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -997721.625000 Penalty: 4489.525391
	Iteration 69Q: 3 clusters Score -997721.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -997771.000000 Penalty: 4489.525391
	Iteration 70Q: 3 clusters Score -997771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -997815.250000 Penalty: 4489.525391
	Iteration 71Q: 3 clusters Score -997815.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -997864.125000 Penalty: 4489.525391
	Iteration 72Q: 3 clusters Score -997864.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -997912.000000 Penalty: 4489.525391
	Iteration 73Q: 3 clusters Score -997912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -997954.812500 Penalty: 4489.525391
	Iteration 74Q: 3 clusters Score -997954.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -997988.125000 Penalty: 4489.525391
	Iteration 75Q: 3 clusters Score -997988.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -998014.500000 Penalty: 4489.525391
	Iteration 76Q: 3 clusters Score -998014.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -998041.187500 Penalty: 4489.525391
	Iteration 77Q: 3 clusters Score -998041.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -998065.812500 Penalty: 4489.525391
	Iteration 78Q: 3 clusters Score -998065.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -998077.937500 Penalty: 4489.525391
	Iteration 79Q: 3 clusters Score -998077.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -998089.187500 Penalty: 4489.525391
	Iteration 80F: 3 clusters Score -998089.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -998099.875000 Penalty: 4489.525391
	Iteration 81Q: 3 clusters Score -998099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -998105.375000 Penalty: 4489.525391
	Iteration 82Q: 3 clusters Score -998105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -998108.250000 Penalty: 4489.525391
	Iteration 83Q: 3 clusters Score -998108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -998111.750000 Penalty: 4489.525391
	Iteration 84Q: 3 clusters Score -998111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -998114.562500 Penalty: 4489.525391
	Iteration 85Q: 3 clusters Score -998114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -998116.437500 Penalty: 4489.525391
	Iteration 86Q: 3 clusters Score -998116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -998117.750000 Penalty: 4489.525391
	Iteration 87Q: 3 clusters Score -998117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -998119.750000 Penalty: 4489.525391
	Iteration 88Q: 3 clusters Score -998119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -998120.875000 Penalty: 4489.525391
	Iteration 89Q: 3 clusters Score -998120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -998120.500000 Penalty: 4489.525391
	Iteration 90Q: 3 clusters Score -998120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -998121.625000 Penalty: 4489.525391
	Iteration 91Q: 3 clusters Score -998121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -998121.812500 Penalty: 4489.525391
	Iteration 92Q: 3 clusters Score -998121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -998123.000000 Penalty: 4489.525391
	Iteration 93Q: 3 clusters Score -998123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -998124.812500 Penalty: 4489.525391
	Iteration 94Q: 3 clusters Score -998124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -998127.000000 Penalty: 4489.525391
	Iteration 95Q: 3 clusters Score -998127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -998126.937500 Penalty: 4489.525391
	Iteration 96Q: 3 clusters Score -998126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -998127.750000 Penalty: 4489.525391
	Iteration 97Q: 3 clusters Score -998127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -998126.937500 Penalty: 4489.525391
	Iteration 98Q: 3 clusters Score -998126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -998129.500000 Penalty: 4489.525391
	Iteration 99Q: 3 clusters Score -998129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -998129.500000 Penalty: 4489.525391
	Iteration 100F: 3 clusters Score -998129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -998127.437500 Penalty: 4489.525391
	Iteration 101Q: 3 clusters Score -998127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -998131.562500 Penalty: 4489.525391
	Iteration 102Q: 3 clusters Score -998131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -998130.812500 Penalty: 4489.525391
	Iteration 103Q: 3 clusters Score -998130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -998133.812500 Penalty: 4489.525391
	Iteration 104Q: 3 clusters Score -998133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -998135.937500 Penalty: 4489.525391
	Iteration 105Q: 3 clusters Score -998135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -998136.375000 Penalty: 4489.525391
	Iteration 106Q: 3 clusters Score -998136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -998137.625000 Penalty: 4489.525391
	Iteration 107Q: 3 clusters Score -998137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -998138.125000 Penalty: 4489.525391
	Iteration 108Q: 3 clusters Score -998138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -998136.750000 Penalty: 4489.525391
	Iteration 109Q: 3 clusters Score -998136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -998138.437500 Penalty: 4489.525391
	Iteration 110Q: 3 clusters Score -998138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -998138.437500 Penalty: 4489.525391
	Iteration 111F: 3 clusters Score -998138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -389484.500000 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -389484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -385950.125000 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -385950.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -386684.437500 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -386684.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -386853.312500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -386853.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -386970.343750 Penalty: 4039.904541
	Iteration 3Q: 3 clusters Score -386970.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -387064.000000 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -387064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -387142.906250 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -387142.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -387208.062500 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -387208.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -387276.312500 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -387276.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -387356.125000 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -387356.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -387443.968750 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -387444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -387518.218750 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -387518.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -387601.187500 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -387601.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387665.375000 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -387665.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -387716.000000 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -387716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -387777.906250 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -387777.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -387840.500000 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -387840.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -387893.875000 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -387893.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -387938.781250 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -387938.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -387976.343750 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -387976.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -388005.843750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -388005.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -388028.656250 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -388028.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -388049.906250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -388049.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -388068.312500 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -388068.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -388080.218750 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -388080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -388090.062500 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -388090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -388095.281250 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -388095.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -388103.000000 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -388103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -388107.656250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -388107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -388109.937500 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -388109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -388111.593750 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -388111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -388111.093750 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -388111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -388111.093750 Penalty: 4039.904541
	Iteration 31F: 3 clusters Score -388111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -324028.937500 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -324028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -320921.625000 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -320921.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321539.281250 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -321539.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321709.343750 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -321709.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321804.031250 Penalty: 3935.873779
	Iteration 3Q: 3 clusters Score -321804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -321862.781250 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -321862.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -321907.875000 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -321907.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -321950.906250 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -321950.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322000.718750 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -322000.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -322046.812500 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -322046.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -322088.031250 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -322088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -322123.125000 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -322123.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -322160.468750 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -322160.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -322189.562500 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -322189.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -322206.375000 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -322206.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -322227.093750 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -322227.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -322247.875000 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -322247.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -322270.625000 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -322270.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -322287.187500 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -322287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -322299.406250 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -322299.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -322319.156250 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -322319.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -322337.593750 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -322337.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -322353.531250 Penalty: 3935.873779
	Iteration 21Q: 3 clusters Score -322353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -322360.250000 Penalty: 3935.873779
	Iteration 22Q: 3 clusters Score -322360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -322363.906250 Penalty: 3935.873779
	Iteration 23Q: 3 clusters Score -322363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -322367.843750 Penalty: 3935.873779
	Iteration 24Q: 3 clusters Score -322367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -322372.531250 Penalty: 3935.873779
	Iteration 25Q: 3 clusters Score -322372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -322375.875000 Penalty: 3935.873779
	Iteration 26Q: 3 clusters Score -322375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -322378.812500 Penalty: 3935.873779
	Iteration 27Q: 3 clusters Score -322378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -322382.093750 Penalty: 3935.873779
	Iteration 28Q: 3 clusters Score -322382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -322386.312500 Penalty: 3935.873779
	Iteration 29Q: 3 clusters Score -322386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -322390.656250 Penalty: 3935.873779
	Iteration 30Q: 3 clusters Score -322390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -322395.593750 Penalty: 3935.873779
	Iteration 31Q: 3 clusters Score -322395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -322401.250000 Penalty: 3935.873779
	Iteration 32Q: 3 clusters Score -322401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -322402.531250 Penalty: 3935.873779
	Iteration 33Q: 3 clusters Score -322402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -322404.968750 Penalty: 3935.873779
	Iteration 34Q: 3 clusters Score -322405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -322407.625000 Penalty: 3935.873779
	Iteration 35Q: 3 clusters Score -322407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -322416.218750 Penalty: 3935.873779
	Iteration 36Q: 3 clusters Score -322416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -322421.312500 Penalty: 3935.873779
	Iteration 37Q: 3 clusters Score -322421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -322424.125000 Penalty: 3935.873779
	Iteration 38Q: 3 clusters Score -322424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -322427.031250 Penalty: 3935.873779
	Iteration 39Q: 3 clusters Score -322427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -322431.187500 Penalty: 3935.873779
	Iteration 40F: 3 clusters Score -322431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -322433.156250 Penalty: 3935.873779
	Iteration 41Q: 3 clusters Score -322433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -322434.187500 Penalty: 3935.873779
	Iteration 42Q: 3 clusters Score -322434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -322435.093750 Penalty: 3935.873779
	Iteration 43Q: 3 clusters Score -322435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322435.593750 Penalty: 3935.873779
	Iteration 44Q: 3 clusters Score -322435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -322436.812500 Penalty: 3935.873779
	Iteration 45Q: 3 clusters Score -322436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -322437.843750 Penalty: 3935.873779
	Iteration 46Q: 3 clusters Score -322437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -322438.468750 Penalty: 3935.873779
	Iteration 47Q: 3 clusters Score -322438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -322438.781250 Penalty: 3935.873779
	Iteration 48Q: 3 clusters Score -322438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -322439.687500 Penalty: 3935.873779
	Iteration 49Q: 3 clusters Score -322439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -322441.500000 Penalty: 3935.873779
	Iteration 50Q: 3 clusters Score -322441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322443.437500 Penalty: 3935.873779
	Iteration 51Q: 3 clusters Score -322443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -322444.093750 Penalty: 3935.873779
	Iteration 52Q: 3 clusters Score -322444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -322444.937500 Penalty: 3935.873779
	Iteration 53Q: 3 clusters Score -322444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322445.406250 Penalty: 3935.873779
	Iteration 54Q: 3 clusters Score -322445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322445.406250 Penalty: 3935.873779
	Iteration 55F: 3 clusters Score -322445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Entering Unmasked Estep 
Score: -1497750.250000 Penalty: 2358.093750
	Iteration 0F: 2 clusters Score -1497750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1487902.375000 Penalty: 4716.187500
	Iteration 0F: 3 clusters Score -1487902 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1491183.125000 Penalty: 4716.187500
	Iteration 1F: 3 clusters Score -1491183 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1491839.125000 Penalty: 4716.187500
	Iteration 2F: 3 clusters Score -1491839 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1492481.875000 Penalty: 4716.187500
	Iteration 3F: 3 clusters Score -1492482 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1493110.500000 Penalty: 4716.187500
	Iteration 4F: 3 clusters Score -1493110 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1493636.000000 Penalty: 4716.187500
	Iteration 5F: 3 clusters Score -1493636 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1494071.625000 Penalty: 4716.187500
	Iteration 6F: 3 clusters Score -1494072 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1494443.500000 Penalty: 4716.187500
	Iteration 7Q: 3 clusters Score -1494444 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1494762.625000 Penalty: 4716.187500
	Iteration 8Q: 3 clusters Score -1494763 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1495035.000000 Penalty: 4716.187500
	Iteration 9Q: 3 clusters Score -1495035 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1495284.125000 Penalty: 4716.187500
	Iteration 10Q: 3 clusters Score -1495284 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1495485.500000 Penalty: 4716.187500
	Iteration 11Q: 3 clusters Score -1495486 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1495655.500000 Penalty: 4716.187500
	Iteration 12Q: 3 clusters Score -1495656 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1495777.875000 Penalty: 4716.187500
	Iteration 13Q: 3 clusters Score -1495778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1495872.875000 Penalty: 4716.187500
	Iteration 14Q: 3 clusters Score -1495873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1495951.125000 Penalty: 4716.187500
	Iteration 15Q: 3 clusters Score -1495951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1496025.625000 Penalty: 4716.187500
	Iteration 16Q: 3 clusters Score -1496026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1496086.000000 Penalty: 4716.187500
	Iteration 17Q: 3 clusters Score -1496086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1496132.500000 Penalty: 4716.187500
	Iteration 18Q: 3 clusters Score -1496132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1496166.250000 Penalty: 4716.187500
	Iteration 19Q: 3 clusters Score -1496166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1496195.625000 Penalty: 4716.187500
	Iteration 20F: 3 clusters Score -1496196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1496226.500000 Penalty: 4716.187500
	Iteration 21Q: 3 clusters Score -1496226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1496246.250000 Penalty: 4716.187500
	Iteration 22Q: 3 clusters Score -1496246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1496265.000000 Penalty: 4716.187500
	Iteration 23Q: 3 clusters Score -1496265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1496279.375000 Penalty: 4716.187500
	Iteration 24Q: 3 clusters Score -1496279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1496296.625000 Penalty: 4716.187500
	Iteration 25Q: 3 clusters Score -1496297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1496303.000000 Penalty: 4716.187500
	Iteration 26Q: 3 clusters Score -1496303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1496306.625000 Penalty: 4716.187500
	Iteration 27Q: 3 clusters Score -1496307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1496314.625000 Penalty: 4716.187500
	Iteration 28Q: 3 clusters Score -1496315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1496314.000000 Penalty: 4716.187500
	Iteration 29Q: 3 clusters Score -1496314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1496322.250000 Penalty: 4716.187500
	Iteration 30Q: 3 clusters Score -1496322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1496329.375000 Penalty: 4716.187500
	Iteration 31Q: 3 clusters Score -1496329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1496330.875000 Penalty: 4716.187500
	Iteration 32Q: 3 clusters Score -1496331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1496338.875000 Penalty: 4716.187500
	Iteration 33Q: 3 clusters Score -1496339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1496341.875000 Penalty: 4716.187500
	Iteration 34Q: 3 clusters Score -1496342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1496351.000000 Penalty: 4716.187500
	Iteration 35Q: 3 clusters Score -1496351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1496355.625000 Penalty: 4716.187500
	Iteration 36Q: 3 clusters Score -1496356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1496354.000000 Penalty: 4716.187500
	Iteration 37Q: 3 clusters Score -1496354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1496357.875000 Penalty: 4716.187500
	Iteration 38Q: 3 clusters Score -1496358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1496364.125000 Penalty: 4716.187500
	Iteration 39Q: 3 clusters Score -1496364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1496369.875000 Penalty: 4716.187500
	Iteration 40F: 3 clusters Score -1496370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1496381.125000 Penalty: 4716.187500
	Iteration 41Q: 3 clusters Score -1496381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1496390.125000 Penalty: 4716.187500
	Iteration 42Q: 3 clusters Score -1496390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1496398.250000 Penalty: 4716.187500
	Iteration 43Q: 3 clusters Score -1496398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1496417.125000 Penalty: 4716.187500
	Iteration 44Q: 3 clusters Score -1496417 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1496443.875000 Penalty: 4716.187500
	Iteration 45Q: 3 clusters Score -1496444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1496470.500000 Penalty: 4716.187500
	Iteration 46Q: 3 clusters Score -1496470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1496491.375000 Penalty: 4716.187500
	Iteration 47Q: 3 clusters Score -1496491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1496514.875000 Penalty: 4716.187500
	Iteration 48Q: 3 clusters Score -1496515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1496528.125000 Penalty: 4716.187500
	Iteration 49Q: 3 clusters Score -1496528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1496550.125000 Penalty: 4716.187500
	Iteration 50Q: 3 clusters Score -1496550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1496574.125000 Penalty: 4716.187500
	Iteration 51Q: 3 clusters Score -1496574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1496597.625000 Penalty: 4716.187500
	Iteration 52Q: 3 clusters Score -1496598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1496613.125000 Penalty: 4716.187500
	Iteration 53Q: 3 clusters Score -1496613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1496636.875000 Penalty: 4716.187500
	Iteration 54Q: 3 clusters Score -1496637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1496656.250000 Penalty: 4716.187500
	Iteration 55Q: 3 clusters Score -1496656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1496679.625000 Penalty: 4716.187500
	Iteration 56Q: 3 clusters Score -1496680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1496693.250000 Penalty: 4716.187500
	Iteration 57Q: 3 clusters Score -1496693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1496716.625000 Penalty: 4716.187500
	Iteration 58Q: 3 clusters Score -1496717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1496736.000000 Penalty: 4716.187500
	Iteration 59Q: 3 clusters Score -1496736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1496763.375000 Penalty: 4716.187500
	Iteration 60F: 3 clusters Score -1496763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1496794.125000 Penalty: 4716.187500
	Iteration 61Q: 3 clusters Score -1496794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1496827.625000 Penalty: 4716.187500
	Iteration 62Q: 3 clusters Score -1496828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1496858.375000 Penalty: 4716.187500
	Iteration 63Q: 3 clusters Score -1496858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1496885.750000 Penalty: 4716.187500
	Iteration 64Q: 3 clusters Score -1496886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1496904.125000 Penalty: 4716.187500
	Iteration 65Q: 3 clusters Score -1496904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1496916.250000 Penalty: 4716.187500
	Iteration 66Q: 3 clusters Score -1496916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1496926.500000 Penalty: 4716.187500
	Iteration 67Q: 3 clusters Score -1496926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1496936.750000 Penalty: 4716.187500
	Iteration 68Q: 3 clusters Score -1496937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1496946.500000 Penalty: 4716.187500
	Iteration 69Q: 3 clusters Score -1496946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1496953.000000 Penalty: 4716.187500
	Iteration 70Q: 3 clusters Score -1496953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1496959.625000 Penalty: 4716.187500
	Iteration 71Q: 3 clusters Score -1496960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1496964.250000 Penalty: 4716.187500
	Iteration 72Q: 3 clusters Score -1496964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1496968.250000 Penalty: 4716.187500
	Iteration 73Q: 3 clusters Score -1496968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1496973.625000 Penalty: 4716.187500
	Iteration 74Q: 3 clusters Score -1496974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1496975.750000 Penalty: 4716.187500
	Iteration 75Q: 3 clusters Score -1496976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1496980.250000 Penalty: 4716.187500
	Iteration 76Q: 3 clusters Score -1496980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1496980.250000 Penalty: 4716.187500
	Iteration 77Q: 3 clusters Score -1496980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1496983.500000 Penalty: 4716.187500
	Iteration 78Q: 3 clusters Score -1496984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1496984.000000 Penalty: 4716.187500
	Iteration 79Q: 3 clusters Score -1496984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1496985.375000 Penalty: 4716.187500
	Iteration 80F: 3 clusters Score -1496985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1496992.125000 Penalty: 4716.187500
	Iteration 81Q: 3 clusters Score -1496992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1496990.750000 Penalty: 4716.187500
	Iteration 82Q: 3 clusters Score -1496991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1496994.000000 Penalty: 4716.187500
	Iteration 83Q: 3 clusters Score -1496994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1496995.125000 Penalty: 4716.187500
	Iteration 84Q: 3 clusters Score -1496995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1496995.500000 Penalty: 4716.187500
	Iteration 85Q: 3 clusters Score -1496996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1496997.500000 Penalty: 4716.187500
	Iteration 86Q: 3 clusters Score -1496998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1496999.875000 Penalty: 4716.187500
	Iteration 87Q: 3 clusters Score -1497000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1496996.375000 Penalty: 4716.187500
	Iteration 88Q: 3 clusters Score -1496996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1496999.375000 Penalty: 4716.187500
	Iteration 89Q: 3 clusters Score -1496999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1497003.250000 Penalty: 4716.187500
	Iteration 90Q: 3 clusters Score -1497003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1497006.375000 Penalty: 4716.187500
	Iteration 91Q: 3 clusters Score -1497006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1497005.375000 Penalty: 4716.187500
	Iteration 92Q: 3 clusters Score -1497005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1497006.750000 Penalty: 4716.187500
	Iteration 93Q: 3 clusters Score -1497007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1497006.875000 Penalty: 4716.187500
	Iteration 94Q: 3 clusters Score -1497007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1497005.625000 Penalty: 4716.187500
	Iteration 95Q: 3 clusters Score -1497006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1497004.500000 Penalty: 4716.187500
	Iteration 96Q: 3 clusters Score -1497004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1497005.250000 Penalty: 4716.187500
	Iteration 97Q: 3 clusters Score -1497005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1497006.750000 Penalty: 4716.187500
	Iteration 98Q: 3 clusters Score -1497007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1497004.500000 Penalty: 4716.187500
	Iteration 99Q: 3 clusters Score -1497004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1497004.500000 Penalty: 4716.187500
	Iteration 100F: 3 clusters Score -1497004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -744858.687500 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -744858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -739500.500000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -739500.5 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -740871.437500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -740871.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -741117.562500 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -741117.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -741279.500000 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -741279.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -741415.187500 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -741415.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -741541.312500 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -741541.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -741657.812500 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -741657.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -741779.687500 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -741779.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -741905.625000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -741905.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -742037.062500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -742037.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -742184.375000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -742184.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -742375.187500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -742375.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -742589.937500 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -742589.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -742758.625000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -742758.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -742885.000000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -742885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -742975.062500 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -742975.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -743036.437500 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -743036.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -743080.875000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -743080.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -743107.250000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -743107.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -743132.250000 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -743132.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -743160.875000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -743160.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -743188.500000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -743188.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -743216.250000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -743216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -743230.625000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -743230.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -743249.312500 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -743249.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -743265.312500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -743265.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -743278.000000 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -743278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -743298.875000 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -743298.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -743326.062500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -743326.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -743360.187500 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -743360.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -743403.812500 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -743403.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -743455.125000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -743455.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -743501.687500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -743501.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -743534.250000 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -743534.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -743557.062500 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -743557.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -743573.187500 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -743573.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -743586.250000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -743586.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -743591.687500 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -743591.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -743594.750000 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -743594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -743599.062500 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -743599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -743602.250000 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -743602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -743604.812500 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -743604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -743607.000000 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -743607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -743610.375000 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -743610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -743613.125000 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -743613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -743616.250000 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -743616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -743620.625000 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -743620.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -743623.562500 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -743623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -743625.875000 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -743625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -743628.187500 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -743628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -743628.000000 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -743628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -743629.937500 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -743629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -743630.250000 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -743630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -743630.250000 Penalty: 4345.029297
	Iteration 53F: 3 clusters Score -743630.2 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135244400.000000 Penalty: 114415.375000
22->34 Clusters: Score -135244400.000000, best is -135259248.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 17505 members 
Mstep: Class 3 contains 17633 members 
Mstep: Class 4 contains 17863 members 
Mstep: Class 5 contains 17915 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 17938 members 
Mstep: Class 8 contains 17928 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 18010 members 
Mstep: Class 11 contains 18039 members 
Mstep: Class 12 contains 18052 members 
Mstep: Class 13 contains 18107 members 
Mstep: Class 14 contains 17671 members 
Mstep: Class 15 contains 18045 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 17892 members 
Mstep: Class 20 contains 17580 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 17867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 620.963013 but Gain 3194.671875
Score: -42224468.000000 Penalty: 67088.210938
Iteration 0F: 22 clusters Score -4.222447e+07 nChanged 372269
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 13196 members 
Mstep: Class 3 contains 13602 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 24270 members 
Mstep: Class 6 contains 19103 members 
Mstep: Class 7 contains 30945 members 
Mstep: Class 8 contains 13151 members 
Mstep: Class 9 contains 12004 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 12 contains 11676 members 
Mstep: Class 13 contains 13848 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 34735 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 18188 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 21621 members 
Mstep: Class 20 contains 21568 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 62947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43637916.000000 Penalty: 67088.210938
Iteration 1F: 22 clusters Score -4.363792e+07 nChanged 176580
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 12184 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 15115 members 
Mstep: Class 6 contains 13210 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 10864 members 
Mstep: Class 9 contains 12042 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 11525 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 51645 members 
Mstep: Class 16 contains 7708 members 
Mstep: Class 17 contains 18773 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 14443 members 
Mstep: Class 20 contains 18782 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 111841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44037712.000000 Penalty: 67088.210938
Iteration 2F: 22 clusters Score -4.403771e+07 nChanged 103395
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 7192 members 
Mstep: Class 3 contains 14394 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 10170 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 53069 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 17319 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 13595 members 
Mstep: Class 20 contains 15172 members 
Mstep: Class 21 contains 4321 members 
Mstep: Class 22 contains 138206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44235732.000000 Penalty: 67088.210938
Iteration 3F: 22 clusters Score -4.423573e+07 nChanged 70039
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 6715 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 9526 members 
Mstep: Class 14 contains 15303 members 
Mstep: Class 15 contains 54456 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 15176 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 13634 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 3947 members 
Mstep: Class 22 contains 146574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44403920.000000 Penalty: 67088.210938
Iteration 4F: 22 clusters Score -4.440392e+07 nChanged 59849
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 15042 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 19689 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 15932 members 
Mstep: Class 15 contains 73186 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 14028 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 12258 members 
Mstep: Class 20 contains 12335 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 131441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44547208.000000 Penalty: 67088.210938
Iteration 5F: 22 clusters Score -4.454721e+07 nChanged 48576
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 14604 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 19489 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 8832 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 14371 members 
Mstep: Class 15 contains 89474 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 119542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44681112.000000 Penalty: 67088.210938
Iteration 6F: 22 clusters Score -4.468111e+07 nChanged 34065
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 18161 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 9575 members 
Mstep: Class 14 contains 10745 members 
Mstep: Class 15 contains 92753 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 12848 members 
Mstep: Class 18 contains 1413 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 123217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44724196.000000 Penalty: 67088.210938
Iteration 7F: 22 clusters Score -4.47242e+07 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 14777 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 17295 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 8613 members 
Mstep: Class 14 contains 8773 members 
Mstep: Class 15 contains 93174 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 6965 members 
Mstep: Class 20 contains 15793 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 125286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44750980.000000 Penalty: 67088.210938
Iteration 8F: 22 clusters Score -4.475098e+07 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 14730 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 16839 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 8699 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 7941 members 
Mstep: Class 15 contains 91651 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 12891 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 17337 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 126586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44767036.000000 Penalty: 67088.210938
Iteration 9Q: 22 clusters Score -4.476704e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 5835 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 6632 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 89089 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 2131 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 18852 members 
Mstep: Class 21 contains 3129 members 
Mstep: Class 22 contains 127703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779144.000000 Penalty: 67088.210938
Iteration 10Q: 22 clusters Score -4.477914e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 16634 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 8633 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 5748 members 
Mstep: Class 14 contains 7971 members 
Mstep: Class 15 contains 85784 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 20315 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 129016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44790400.000000 Penalty: 67088.210938
Iteration 11Q: 22 clusters Score -4.47904e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 14296 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 16604 members 
Mstep: Class 8 contains 7033 members 
Mstep: Class 9 contains 8612 members 
Mstep: Class 10 contains 6018 members 
Mstep: Class 12 contains 4584 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 8321 members 
Mstep: Class 15 contains 81886 members 
Mstep: Class 16 contains 6488 members 
Mstep: Class 17 contains 13899 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 21776 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 130615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44797344.000000 Penalty: 67088.210938
Iteration 12Q: 22 clusters Score -4.479734e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 9713 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 77367 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 14033 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 23282 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 132846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44804040.000000 Penalty: 67088.210938
Iteration 13Q: 22 clusters Score -4.480404e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 13952 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 8516 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 7060 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 72497 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 14163 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 24873 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 135491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44811096.000000 Penalty: 67088.210938
Iteration 14Q: 22 clusters Score -4.48111e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 16431 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 9597 members 
Mstep: Class 15 contains 67379 members 
Mstep: Class 16 contains 6502 members 
Mstep: Class 17 contains 14259 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 3205 members 
Mstep: Class 20 contains 26688 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 138541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819116.000000 Penalty: 67088.210938
Iteration 15Q: 22 clusters Score -4.481912e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 10233 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 16344 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 10005 members 
Mstep: Class 15 contains 62393 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 28731 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 141602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829844.000000 Penalty: 67088.210938
Iteration 16Q: 22 clusters Score -4.482984e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 10392 members 
Mstep: Class 3 contains 13392 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 8032 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 8501 members 
Mstep: Class 10 contains 7270 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 10380 members 
Mstep: Class 15 contains 58539 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 14217 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 31045 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 143880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44844836.000000 Penalty: 67088.210938
Iteration 17Q: 22 clusters Score -4.484484e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 5289 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 16167 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 14239 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 33672 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 22 contains 144081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44861688.000000 Penalty: 67088.210938
Iteration 18Q: 22 clusters Score -4.486169e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 8130 members 
Mstep: Class 12 contains 4767 members 
Mstep: Class 13 contains 4108 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 58681 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 14224 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 2267 members 
Mstep: Class 20 contains 36530 members 
Mstep: Class 21 contains 2504 members 
Mstep: Class 22 contains 142063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44870208.000000 Penalty: 67088.210938
Iteration 19Q: 22 clusters Score -4.487021e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 60578 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 14142 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 39691 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 138848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44875904.000000 Penalty: 67088.210938
Iteration 20F: 22 clusters Score -4.48759e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 10779 members 
Mstep: Class 3 contains 12313 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 7363 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 8491 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 12 contains 4714 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 62178 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 43200 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 135050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44880900.000000 Penalty: 67088.210938
Iteration 21Q: 22 clusters Score -4.48809e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 10829 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 12 contains 4734 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 12019 members 
Mstep: Class 15 contains 63412 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 130810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44885904.000000 Penalty: 67088.210938
Iteration 22Q: 22 clusters Score -4.48859e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 10845 members 
Mstep: Class 3 contains 12012 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 13158 members 
Mstep: Class 15 contains 64384 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 13682 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 50896 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 125843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44892316.000000 Penalty: 67088.210938
Iteration 23Q: 22 clusters Score -4.489232e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 15904 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 15303 members 
Mstep: Class 15 contains 65149 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 13480 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 54898 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 119899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44898284.000000 Penalty: 67088.210938
Iteration 24Q: 22 clusters Score -4.489828e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 10777 members 
Mstep: Class 3 contains 11851 members 
Mstep: Class 4 contains 5178 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 5080 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 7871 members 
Mstep: Class 9 contains 8317 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 65725 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 13319 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 59257 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 112994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44904076.000000 Penalty: 67088.210938
Iteration 25Q: 22 clusters Score -4.490408e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 11799 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 21241 members 
Mstep: Class 15 contains 66156 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 13262 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 64164 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 105204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44909856.000000 Penalty: 67088.210938
Iteration 26Q: 22 clusters Score -4.490986e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 5164 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 7988 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 24566 members 
Mstep: Class 15 contains 66499 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 69772 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 22 contains 96405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44916308.000000 Penalty: 67088.210938
Iteration 27Q: 22 clusters Score -4.491631e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 10634 members 
Mstep: Class 3 contains 11754 members 
Mstep: Class 4 contains 5166 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 15809 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 27934 members 
Mstep: Class 15 contains 66771 members 
Mstep: Class 16 contains 6919 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 76102 members 
Mstep: Class 21 contains 2356 members 
Mstep: Class 22 contains 86676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44924332.000000 Penalty: 67088.210938
Iteration 28Q: 22 clusters Score -4.492433e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 11755 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 66986 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 83100 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 76081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44934712.000000 Penalty: 67088.210938
Iteration 29Q: 22 clusters Score -4.493471e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 10576 members 
Mstep: Class 3 contains 11760 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 12 contains 4886 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 34264 members 
Mstep: Class 15 contains 67139 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 90773 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 65071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954616.000000 Penalty: 67088.210938
Iteration 30Q: 22 clusters Score -4.495462e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 11772 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 15773 members 
Mstep: Class 8 contains 8275 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 35430 members 
Mstep: Class 15 contains 67247 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 3187 members 
Mstep: Class 20 contains 96292 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 57814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44989360.000000 Penalty: 67088.210938
Iteration 31Q: 22 clusters Score -4.498936e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 4 contains 5187 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 32640 members 
Mstep: Class 15 contains 67342 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 13471 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 96414 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 59781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44997544.000000 Penalty: 67088.210938
Iteration 32Q: 22 clusters Score -4.499754e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 11816 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 15748 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 30050 members 
Mstep: Class 15 contains 67430 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 13507 members 
Mstep: Class 18 contains 3001 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 95834 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 62420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44999928.000000 Penalty: 67088.210938
Iteration 33Q: 22 clusters Score -4.499993e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 11816 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 15737 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 8289 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 27992 members 
Mstep: Class 15 contains 67492 members 
Mstep: Class 16 contains 7633 members 
Mstep: Class 17 contains 13534 members 
Mstep: Class 18 contains 2994 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 95380 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 64646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45001304.000000 Penalty: 67088.210938
Iteration 34Q: 22 clusters Score -4.50013e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 4518 members 
Mstep: Class 6 contains 5088 members 
Mstep: Class 7 contains 15737 members 
Mstep: Class 8 contains 8385 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 26238 members 
Mstep: Class 15 contains 67524 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 13545 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 20 contains 94992 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 66562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45002368.000000 Penalty: 67088.210938
Iteration 35Q: 22 clusters Score -4.500237e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 11823 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 15739 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 9428 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 24674 members 
Mstep: Class 15 contains 67552 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 13547 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 94660 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 68276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45003532.000000 Penalty: 67088.210938
Iteration 36Q: 22 clusters Score -4.500353e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 10288 members 
Mstep: Class 3 contains 11820 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 23308 members 
Mstep: Class 15 contains 67586 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 13549 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 5467 members 
Mstep: Class 20 contains 94322 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 69776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45004732.000000 Penalty: 67088.210938
Iteration 37Q: 22 clusters Score -4.500473e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 10256 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 5037 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 6163 members 
Mstep: Class 14 contains 22238 members 
Mstep: Class 15 contains 67621 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 13542 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 93924 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 70998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45006900.000000 Penalty: 67088.210938
Iteration 38Q: 22 clusters Score -4.50069e+07 nChanged 2483
Entering ConstructFrom: 
Score: -45006900.000000 Penalty: 67088.210938
Entering ConstructFrom: 
Trying to split cluster 1 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -1827666.250000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -1827666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1816005.750000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -1816006 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1820037.375000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -1820037 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1820719.250000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -1820719 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1821714.125000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -1821714 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1823047.125000 Penalty: 4814.966797
	Iteration 4F: 3 clusters Score -1823047 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1824844.750000 Penalty: 4814.966797
	Iteration 5F: 3 clusters Score -1824845 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1826889.500000 Penalty: 4814.966797
	Iteration 6F: 3 clusters Score -1826890 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1828357.125000 Penalty: 4814.966797
	Iteration 7F: 3 clusters Score -1828357 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1829118.625000 Penalty: 4814.966797
	Iteration 8F: 3 clusters Score -1829119 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1829627.625000 Penalty: 4814.966797
	Iteration 9Q: 3 clusters Score -1829628 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1830153.375000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -1830153 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1830815.625000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -1830816 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1831460.000000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -1831460 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1831708.000000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -1831708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1831761.125000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -1831761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1831786.500000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -1831786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1831791.125000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -1831791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1831804.125000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -1831804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1831811.625000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -1831812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1831816.250000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -1831816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1831814.125000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -1831814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1831814.750000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -1831815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1831815.875000 Penalty: 4814.966797
	Iteration 22Q: 3 clusters Score -1831816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1831815.125000 Penalty: 4814.966797
	Iteration 23Q: 3 clusters Score -1831815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1831820.000000 Penalty: 4814.966797
	Iteration 24Q: 3 clusters Score -1831820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1831818.875000 Penalty: 4814.966797
	Iteration 25Q: 3 clusters Score -1831819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1831818.875000 Penalty: 4814.966797
	Iteration 26F: 3 clusters Score -1831819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10247 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Entering Unmasked Estep 
Score: -45011812.000000 Penalty: 70282.882812
Splitting cluster 1 changes total score from -45006900.000000 to -45011812.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -1195095.625000 Penalty: 2290.215576
	Iteration 0F: 2 clusters Score -1195096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1187288.250000 Penalty: 4580.431152
	Iteration 0F: 3 clusters Score -1187288 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1189736.000000 Penalty: 4580.431152
	Iteration 1F: 3 clusters Score -1189736 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1190247.625000 Penalty: 4580.431152
	Iteration 2F: 3 clusters Score -1190248 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1190830.000000 Penalty: 4580.431152
	Iteration 3F: 3 clusters Score -1190830 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1191478.875000 Penalty: 4580.431152
	Iteration 4F: 3 clusters Score -1191479 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1192178.500000 Penalty: 4580.431152
	Iteration 5F: 3 clusters Score -1192178 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1192769.500000 Penalty: 4580.431152
	Iteration 6F: 3 clusters Score -1192770 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1193158.375000 Penalty: 4580.431152
	Iteration 7F: 3 clusters Score -1193158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1193389.375000 Penalty: 4580.431152
	Iteration 8Q: 3 clusters Score -1193389 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1193546.875000 Penalty: 4580.431152
	Iteration 9Q: 3 clusters Score -1193547 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1193660.500000 Penalty: 4580.431152
	Iteration 10Q: 3 clusters Score -1193660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1193742.125000 Penalty: 4580.431152
	Iteration 11Q: 3 clusters Score -1193742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1193788.625000 Penalty: 4580.431152
	Iteration 12Q: 3 clusters Score -1193789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1193836.250000 Penalty: 4580.431152
	Iteration 13Q: 3 clusters Score -1193836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1193876.875000 Penalty: 4580.431152
	Iteration 14Q: 3 clusters Score -1193877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1193934.250000 Penalty: 4580.431152
	Iteration 15Q: 3 clusters Score -1193934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1193997.125000 Penalty: 4580.431152
	Iteration 16Q: 3 clusters Score -1193997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1194057.625000 Penalty: 4580.431152
	Iteration 17Q: 3 clusters Score -1194058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1194126.375000 Penalty: 4580.431152
	Iteration 18Q: 3 clusters Score -1194126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1194191.500000 Penalty: 4580.431152
	Iteration 19Q: 3 clusters Score -1194192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1194250.250000 Penalty: 4580.431152
	Iteration 20F: 3 clusters Score -1194250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1194289.500000 Penalty: 4580.431152
	Iteration 21Q: 3 clusters Score -1194290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1194319.375000 Penalty: 4580.431152
	Iteration 22Q: 3 clusters Score -1194319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1194343.750000 Penalty: 4580.431152
	Iteration 23Q: 3 clusters Score -1194344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1194361.125000 Penalty: 4580.431152
	Iteration 24Q: 3 clusters Score -1194361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1194378.250000 Penalty: 4580.431152
	Iteration 25Q: 3 clusters Score -1194378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1194397.125000 Penalty: 4580.431152
	Iteration 26Q: 3 clusters Score -1194397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1194408.000000 Penalty: 4580.431152
	Iteration 27Q: 3 clusters Score -1194408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1194416.875000 Penalty: 4580.431152
	Iteration 28Q: 3 clusters Score -1194417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1194434.375000 Penalty: 4580.431152
	Iteration 29Q: 3 clusters Score -1194434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1194442.375000 Penalty: 4580.431152
	Iteration 30Q: 3 clusters Score -1194442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1194460.875000 Penalty: 4580.431152
	Iteration 31Q: 3 clusters Score -1194461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1194471.375000 Penalty: 4580.431152
	Iteration 32Q: 3 clusters Score -1194471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1194482.625000 Penalty: 4580.431152
	Iteration 33Q: 3 clusters Score -1194483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1194502.875000 Penalty: 4580.431152
	Iteration 34Q: 3 clusters Score -1194503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1194513.875000 Penalty: 4580.431152
	Iteration 35Q: 3 clusters Score -1194514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1194528.625000 Penalty: 4580.431152
	Iteration 36Q: 3 clusters Score -1194529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1194536.250000 Penalty: 4580.431152
	Iteration 37Q: 3 clusters Score -1194536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1194547.750000 Penalty: 4580.431152
	Iteration 38Q: 3 clusters Score -1194548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1194567.250000 Penalty: 4580.431152
	Iteration 39Q: 3 clusters Score -1194567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1194589.375000 Penalty: 4580.431152
	Iteration 40F: 3 clusters Score -1194589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1194602.250000 Penalty: 4580.431152
	Iteration 41Q: 3 clusters Score -1194602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1194611.625000 Penalty: 4580.431152
	Iteration 42Q: 3 clusters Score -1194612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1194623.500000 Penalty: 4580.431152
	Iteration 43Q: 3 clusters Score -1194624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1194637.500000 Penalty: 4580.431152
	Iteration 44Q: 3 clusters Score -1194638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1194652.875000 Penalty: 4580.431152
	Iteration 45Q: 3 clusters Score -1194653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1194660.875000 Penalty: 4580.431152
	Iteration 46Q: 3 clusters Score -1194661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1194678.875000 Penalty: 4580.431152
	Iteration 47Q: 3 clusters Score -1194679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1194697.375000 Penalty: 4580.431152
	Iteration 48Q: 3 clusters Score -1194697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1194732.500000 Penalty: 4580.431152
	Iteration 49Q: 3 clusters Score -1194732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1194762.375000 Penalty: 4580.431152
	Iteration 50Q: 3 clusters Score -1194762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1194793.250000 Penalty: 4580.431152
	Iteration 51Q: 3 clusters Score -1194793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1194809.125000 Penalty: 4580.431152
	Iteration 52Q: 3 clusters Score -1194809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1194828.375000 Penalty: 4580.431152
	Iteration 53Q: 3 clusters Score -1194828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1194847.375000 Penalty: 4580.431152
	Iteration 54Q: 3 clusters Score -1194847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1194863.125000 Penalty: 4580.431152
	Iteration 55Q: 3 clusters Score -1194863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1194885.000000 Penalty: 4580.431152
	Iteration 56Q: 3 clusters Score -1194885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1194902.375000 Penalty: 4580.431152
	Iteration 57Q: 3 clusters Score -1194902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1194917.750000 Penalty: 4580.431152
	Iteration 58Q: 3 clusters Score -1194918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1194928.500000 Penalty: 4580.431152
	Iteration 59Q: 3 clusters Score -1194928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1194935.500000 Penalty: 4580.431152
	Iteration 60F: 3 clusters Score -1194936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1194951.125000 Penalty: 4580.431152
	Iteration 61Q: 3 clusters Score -1194951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1194958.375000 Penalty: 4580.431152
	Iteration 62Q: 3 clusters Score -1194958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1194969.750000 Penalty: 4580.431152
	Iteration 63Q: 3 clusters Score -1194970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1194978.500000 Penalty: 4580.431152
	Iteration 64Q: 3 clusters Score -1194978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1194983.125000 Penalty: 4580.431152
	Iteration 65Q: 3 clusters Score -1194983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1194988.625000 Penalty: 4580.431152
	Iteration 66Q: 3 clusters Score -1194989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1194993.500000 Penalty: 4580.431152
	Iteration 67Q: 3 clusters Score -1194994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1194993.000000 Penalty: 4580.431152
	Iteration 68Q: 3 clusters Score -1194993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1194995.625000 Penalty: 4580.431152
	Iteration 69Q: 3 clusters Score -1194996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1195002.625000 Penalty: 4580.431152
	Iteration 70Q: 3 clusters Score -1195003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1195007.500000 Penalty: 4580.431152
	Iteration 71Q: 3 clusters Score -1195008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1195012.250000 Penalty: 4580.431152
	Iteration 72Q: 3 clusters Score -1195012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1195016.625000 Penalty: 4580.431152
	Iteration 73Q: 3 clusters Score -1195017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1195024.875000 Penalty: 4580.431152
	Iteration 74Q: 3 clusters Score -1195025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1195037.000000 Penalty: 4580.431152
	Iteration 75Q: 3 clusters Score -1195037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1195044.000000 Penalty: 4580.431152
	Iteration 76Q: 3 clusters Score -1195044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1195048.500000 Penalty: 4580.431152
	Iteration 77Q: 3 clusters Score -1195048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1195055.000000 Penalty: 4580.431152
	Iteration 78Q: 3 clusters Score -1195055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1195060.375000 Penalty: 4580.431152
	Iteration 79Q: 3 clusters Score -1195060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1195062.375000 Penalty: 4580.431152
	Iteration 80F: 3 clusters Score -1195062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1195066.000000 Penalty: 4580.431152
	Iteration 81Q: 3 clusters Score -1195066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1195069.875000 Penalty: 4580.431152
	Iteration 82Q: 3 clusters Score -1195070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1195075.125000 Penalty: 4580.431152
	Iteration 83Q: 3 clusters Score -1195075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1195076.750000 Penalty: 4580.431152
	Iteration 84Q: 3 clusters Score -1195077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1195083.500000 Penalty: 4580.431152
	Iteration 85Q: 3 clusters Score -1195084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1195089.875000 Penalty: 4580.431152
	Iteration 86Q: 3 clusters Score -1195090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1195092.375000 Penalty: 4580.431152
	Iteration 87Q: 3 clusters Score -1195092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1195100.625000 Penalty: 4580.431152
	Iteration 88Q: 3 clusters Score -1195101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1195106.250000 Penalty: 4580.431152
	Iteration 89Q: 3 clusters Score -1195106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1195110.625000 Penalty: 4580.431152
	Iteration 90Q: 3 clusters Score -1195111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1195111.250000 Penalty: 4580.431152
	Iteration 91Q: 3 clusters Score -1195111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1195118.500000 Penalty: 4580.431152
	Iteration 92Q: 3 clusters Score -1195118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1195120.000000 Penalty: 4580.431152
	Iteration 93Q: 3 clusters Score -1195120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1195126.250000 Penalty: 4580.431152
	Iteration 94Q: 3 clusters Score -1195126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1195125.875000 Penalty: 4580.431152
	Iteration 95Q: 3 clusters Score -1195126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1195131.750000 Penalty: 4580.431152
	Iteration 96Q: 3 clusters Score -1195132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1195131.250000 Penalty: 4580.431152
	Iteration 97Q: 3 clusters Score -1195131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1195136.500000 Penalty: 4580.431152
	Iteration 98Q: 3 clusters Score -1195136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1195138.375000 Penalty: 4580.431152
	Iteration 99Q: 3 clusters Score -1195138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1195144.125000 Penalty: 4580.431152
	Iteration 100F: 3 clusters Score -1195144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1195149.750000 Penalty: 4580.431152
	Iteration 101Q: 3 clusters Score -1195150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1195151.750000 Penalty: 4580.431152
	Iteration 102Q: 3 clusters Score -1195152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1195153.750000 Penalty: 4580.431152
	Iteration 103Q: 3 clusters Score -1195154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1195156.625000 Penalty: 4580.431152
	Iteration 104Q: 3 clusters Score -1195157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1195156.625000 Penalty: 4580.431152
	Iteration 105F: 3 clusters Score -1195157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Entering Unmasked Estep 
Score: -45010960.000000 Penalty: 73477.562500
Splitting cluster 2 changes total score from -45006900.000000 to -45010960.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (11819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Entering Unmasked Estep 
Score: -1384178.500000 Penalty: 2325.610840
	Iteration 0F: 2 clusters Score -1384178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1375384.500000 Penalty: 4651.221680
	Iteration 0F: 3 clusters Score -1375384 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1378293.000000 Penalty: 4651.221680
	Iteration 1F: 3 clusters Score -1378293 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1378790.875000 Penalty: 4651.221680
	Iteration 2F: 3 clusters Score -1378791 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1379178.500000 Penalty: 4651.221680
	Iteration 3F: 3 clusters Score -1379178 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1379518.500000 Penalty: 4651.221680
	Iteration 4F: 3 clusters Score -1379518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1379808.250000 Penalty: 4651.221680
	Iteration 5Q: 3 clusters Score -1379808 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1380041.125000 Penalty: 4651.221680
	Iteration 6Q: 3 clusters Score -1380041 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1380304.625000 Penalty: 4651.221680
	Iteration 7Q: 3 clusters Score -1380305 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1380627.500000 Penalty: 4651.221680
	Iteration 8Q: 3 clusters Score -1380628 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1380981.500000 Penalty: 4651.221680
	Iteration 9Q: 3 clusters Score -1380982 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1381384.250000 Penalty: 4651.221680
	Iteration 10Q: 3 clusters Score -1381384 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1381801.500000 Penalty: 4651.221680
	Iteration 11Q: 3 clusters Score -1381802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1382191.250000 Penalty: 4651.221680
	Iteration 12Q: 3 clusters Score -1382191 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1382536.375000 Penalty: 4651.221680
	Iteration 13Q: 3 clusters Score -1382536 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1382780.000000 Penalty: 4651.221680
	Iteration 14Q: 3 clusters Score -1382780 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1382932.250000 Penalty: 4651.221680
	Iteration 15Q: 3 clusters Score -1382932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1383023.000000 Penalty: 4651.221680
	Iteration 16Q: 3 clusters Score -1383023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1383070.750000 Penalty: 4651.221680
	Iteration 17Q: 3 clusters Score -1383071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1383087.500000 Penalty: 4651.221680
	Iteration 18Q: 3 clusters Score -1383088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1383107.250000 Penalty: 4651.221680
	Iteration 19Q: 3 clusters Score -1383107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1383115.250000 Penalty: 4651.221680
	Iteration 20F: 3 clusters Score -1383115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1383118.750000 Penalty: 4651.221680
	Iteration 21Q: 3 clusters Score -1383119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1383125.000000 Penalty: 4651.221680
	Iteration 22Q: 3 clusters Score -1383125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1383127.750000 Penalty: 4651.221680
	Iteration 23Q: 3 clusters Score -1383128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1383128.500000 Penalty: 4651.221680
	Iteration 24Q: 3 clusters Score -1383128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1383129.875000 Penalty: 4651.221680
	Iteration 25Q: 3 clusters Score -1383130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1383135.375000 Penalty: 4651.221680
	Iteration 26Q: 3 clusters Score -1383135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1383137.375000 Penalty: 4651.221680
	Iteration 27Q: 3 clusters Score -1383137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1383138.375000 Penalty: 4651.221680
	Iteration 28Q: 3 clusters Score -1383138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1383139.750000 Penalty: 4651.221680
	Iteration 29Q: 3 clusters Score -1383140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1383139.750000 Penalty: 4651.221680
	Iteration 30F: 3 clusters Score -1383140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -566174.312500 Penalty: 2122.989990
	Iteration 0F: 2 clusters Score -566174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -561535.875000 Penalty: 4245.979980
	Iteration 0F: 3 clusters Score -561535.9 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -562778.000000 Penalty: 4245.979980
	Iteration 1F: 3 clusters Score -562778 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -563147.312500 Penalty: 4245.979980
	Iteration 2F: 3 clusters Score -563147.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -563439.812500 Penalty: 4245.979980
	Iteration 3F: 3 clusters Score -563439.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -563714.562500 Penalty: 4245.979980
	Iteration 4F: 3 clusters Score -563714.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -563982.375000 Penalty: 4245.979980
	Iteration 5F: 3 clusters Score -563982.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -564240.500000 Penalty: 4245.979980
	Iteration 6F: 3 clusters Score -564240.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -564465.375000 Penalty: 4245.979980
	Iteration 7Q: 3 clusters Score -564465.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -564621.625000 Penalty: 4245.979980
	Iteration 8Q: 3 clusters Score -564621.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -564732.875000 Penalty: 4245.979980
	Iteration 9Q: 3 clusters Score -564732.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -564802.062500 Penalty: 4245.979980
	Iteration 10Q: 3 clusters Score -564802.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -564855.875000 Penalty: 4245.979980
	Iteration 11Q: 3 clusters Score -564855.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -564886.687500 Penalty: 4245.979980
	Iteration 12Q: 3 clusters Score -564886.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -564912.375000 Penalty: 4245.979980
	Iteration 13Q: 3 clusters Score -564912.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -564941.687500 Penalty: 4245.979980
	Iteration 14Q: 3 clusters Score -564941.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -564969.625000 Penalty: 4245.979980
	Iteration 15Q: 3 clusters Score -564969.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -564993.812500 Penalty: 4245.979980
	Iteration 16Q: 3 clusters Score -564993.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -565032.500000 Penalty: 4245.979980
	Iteration 17Q: 3 clusters Score -565032.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -565070.750000 Penalty: 4245.979980
	Iteration 18Q: 3 clusters Score -565070.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -565097.125000 Penalty: 4245.979980
	Iteration 19Q: 3 clusters Score -565097.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -565118.562500 Penalty: 4245.979980
	Iteration 20F: 3 clusters Score -565118.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -565135.750000 Penalty: 4245.979980
	Iteration 21Q: 3 clusters Score -565135.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -565152.375000 Penalty: 4245.979980
	Iteration 22Q: 3 clusters Score -565152.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -565164.312500 Penalty: 4245.979980
	Iteration 23Q: 3 clusters Score -565164.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -565181.750000 Penalty: 4245.979980
	Iteration 24Q: 3 clusters Score -565181.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -565194.500000 Penalty: 4245.979980
	Iteration 25Q: 3 clusters Score -565194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -565202.750000 Penalty: 4245.979980
	Iteration 26Q: 3 clusters Score -565202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -565205.875000 Penalty: 4245.979980
	Iteration 27Q: 3 clusters Score -565205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -565209.437500 Penalty: 4245.979980
	Iteration 28Q: 3 clusters Score -565209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -565216.000000 Penalty: 4245.979980
	Iteration 29Q: 3 clusters Score -565216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -565222.312500 Penalty: 4245.979980
	Iteration 30Q: 3 clusters Score -565222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -565224.500000 Penalty: 4245.979980
	Iteration 31Q: 3 clusters Score -565224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -565226.937500 Penalty: 4245.979980
	Iteration 32Q: 3 clusters Score -565226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -565229.812500 Penalty: 4245.979980
	Iteration 33Q: 3 clusters Score -565229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -565230.187500 Penalty: 4245.979980
	Iteration 34Q: 3 clusters Score -565230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -565231.875000 Penalty: 4245.979980
	Iteration 35Q: 3 clusters Score -565231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -565232.062500 Penalty: 4245.979980
	Iteration 36Q: 3 clusters Score -565232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -565233.687500 Penalty: 4245.979980
	Iteration 37Q: 3 clusters Score -565233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -565233.687500 Penalty: 4245.979980
	Iteration 38Q: 3 clusters Score -565233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -565233.375000 Penalty: 4245.979980
	Iteration 39Q: 3 clusters Score -565233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -565234.812500 Penalty: 4245.979980
	Iteration 40F: 3 clusters Score -565234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -505816.218750 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -505816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -501674.843750 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -501674.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -502748.562500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -502748.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -503116.093750 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -503116.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -503489.531250 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -503489.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -503915.968750 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -503916 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -504318.031250 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -504318 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -504667.375000 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -504667.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -505071.031250 Penalty: 4167.729004
	Iteration 7F: 3 clusters Score -505071 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -505390.718750 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -505390.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -505555.187500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -505555.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -505613.125000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -505613.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -505637.125000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -505637.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -505651.531250 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -505651.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -505662.156250 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -505662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -505669.062500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -505669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -505672.781250 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -505672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -505674.906250 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -505674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -505676.125000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -505676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -505676.875000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -505676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -505679.531250 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -505679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -505680.656250 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -505680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -505682.031250 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -505682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -505684.062500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -505684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -505684.437500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -505684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -505684.625000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -505684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -505684.625000 Penalty: 4167.729004
	Iteration 25F: 3 clusters Score -505684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -567836.500000 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -567836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -563341.312500 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -563341.3 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -564401.687500 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -564401.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -564623.687500 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -564623.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -564790.250000 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -564790.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -564938.000000 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -564938 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -565079.250000 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -565079.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -565200.812500 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -565200.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -565320.687500 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -565320.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -565470.187500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -565470.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -565609.687500 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -565609.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -565736.062500 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -565736.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -565843.312500 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -565843.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -565942.375000 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -565942.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -566035.937500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -566035.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -566136.750000 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -566136.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -566255.250000 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -566255.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -566370.187500 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -566370.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -566481.875000 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -566481.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -566567.500000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -566567.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -566640.437500 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -566640.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -566694.500000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -566694.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -566733.187500 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -566733.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -566767.937500 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -566767.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -566787.500000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -566787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -566797.250000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -566797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -566802.375000 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -566802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -566806.875000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -566806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -566813.375000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -566813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -566817.500000 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -566817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -566822.812500 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -566822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -566824.437500 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -566824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -566826.000000 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -566826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -566827.437500 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -566827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -566828.875000 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -566828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -566830.500000 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -566830.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -566830.500000 Penalty: 4228.086426
	Iteration 35F: 3 clusters Score -566830.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Entering Unmasked Estep 
Score: -1868338.000000 Penalty: 2396.520264
	Iteration 0F: 2 clusters Score -1868338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1857064.250000 Penalty: 4793.040527
	Iteration 0F: 3 clusters Score -1857064 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1860791.000000 Penalty: 4793.040527
	Iteration 1F: 3 clusters Score -1860791 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1861201.000000 Penalty: 4793.040527
	Iteration 2F: 3 clusters Score -1861201 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1861581.875000 Penalty: 4793.040527
	Iteration 3Q: 3 clusters Score -1861582 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1862038.875000 Penalty: 4793.040527
	Iteration 4F: 3 clusters Score -1862039 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1862537.125000 Penalty: 4793.040527
	Iteration 5F: 3 clusters Score -1862537 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1863054.250000 Penalty: 4793.040527
	Iteration 6F: 3 clusters Score -1863054 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1863560.125000 Penalty: 4793.040527
	Iteration 7F: 3 clusters Score -1863560 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1864026.625000 Penalty: 4793.040527
	Iteration 8F: 3 clusters Score -1864027 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1864460.625000 Penalty: 4793.040527
	Iteration 9Q: 3 clusters Score -1864461 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1864812.500000 Penalty: 4793.040527
	Iteration 10Q: 3 clusters Score -1864812 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1865039.500000 Penalty: 4793.040527
	Iteration 11Q: 3 clusters Score -1865040 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1865217.000000 Penalty: 4793.040527
	Iteration 12Q: 3 clusters Score -1865217 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1865331.000000 Penalty: 4793.040527
	Iteration 13Q: 3 clusters Score -1865331 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1865403.250000 Penalty: 4793.040527
	Iteration 14Q: 3 clusters Score -1865403 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1865462.875000 Penalty: 4793.040527
	Iteration 15Q: 3 clusters Score -1865463 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1865514.625000 Penalty: 4793.040527
	Iteration 16Q: 3 clusters Score -1865515 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1865557.000000 Penalty: 4793.040527
	Iteration 17Q: 3 clusters Score -1865557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1865600.500000 Penalty: 4793.040527
	Iteration 18Q: 3 clusters Score -1865600 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1865630.250000 Penalty: 4793.040527
	Iteration 19Q: 3 clusters Score -1865630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1865666.000000 Penalty: 4793.040527
	Iteration 20F: 3 clusters Score -1865666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1865696.875000 Penalty: 4793.040527
	Iteration 21Q: 3 clusters Score -1865697 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1865723.125000 Penalty: 4793.040527
	Iteration 22Q: 3 clusters Score -1865723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1865761.625000 Penalty: 4793.040527
	Iteration 23Q: 3 clusters Score -1865762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1865782.000000 Penalty: 4793.040527
	Iteration 24Q: 3 clusters Score -1865782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1865808.750000 Penalty: 4793.040527
	Iteration 25Q: 3 clusters Score -1865809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1865832.875000 Penalty: 4793.040527
	Iteration 26Q: 3 clusters Score -1865833 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1865856.500000 Penalty: 4793.040527
	Iteration 27Q: 3 clusters Score -1865856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1865880.625000 Penalty: 4793.040527
	Iteration 28Q: 3 clusters Score -1865881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1865888.375000 Penalty: 4793.040527
	Iteration 29Q: 3 clusters Score -1865888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1865898.375000 Penalty: 4793.040527
	Iteration 30Q: 3 clusters Score -1865898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1865915.625000 Penalty: 4793.040527
	Iteration 31Q: 3 clusters Score -1865916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1865930.500000 Penalty: 4793.040527
	Iteration 32Q: 3 clusters Score -1865930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1865938.875000 Penalty: 4793.040527
	Iteration 33Q: 3 clusters Score -1865939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1865954.375000 Penalty: 4793.040527
	Iteration 34Q: 3 clusters Score -1865954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1865968.750000 Penalty: 4793.040527
	Iteration 35Q: 3 clusters Score -1865969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1865980.625000 Penalty: 4793.040527
	Iteration 36Q: 3 clusters Score -1865981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1865998.375000 Penalty: 4793.040527
	Iteration 37Q: 3 clusters Score -1865998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1866013.875000 Penalty: 4793.040527
	Iteration 38Q: 3 clusters Score -1866014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1866033.375000 Penalty: 4793.040527
	Iteration 39Q: 3 clusters Score -1866033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1866050.125000 Penalty: 4793.040527
	Iteration 40F: 3 clusters Score -1866050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1866065.500000 Penalty: 4793.040527
	Iteration 41Q: 3 clusters Score -1866066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1866072.000000 Penalty: 4793.040527
	Iteration 42Q: 3 clusters Score -1866072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1866089.500000 Penalty: 4793.040527
	Iteration 43Q: 3 clusters Score -1866090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1866106.000000 Penalty: 4793.040527
	Iteration 44Q: 3 clusters Score -1866106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1866127.375000 Penalty: 4793.040527
	Iteration 45Q: 3 clusters Score -1866127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1866148.500000 Penalty: 4793.040527
	Iteration 46Q: 3 clusters Score -1866148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1866164.500000 Penalty: 4793.040527
	Iteration 47Q: 3 clusters Score -1866164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1866188.625000 Penalty: 4793.040527
	Iteration 48Q: 3 clusters Score -1866189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1866199.125000 Penalty: 4793.040527
	Iteration 49Q: 3 clusters Score -1866199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1866233.125000 Penalty: 4793.040527
	Iteration 50Q: 3 clusters Score -1866233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1866253.625000 Penalty: 4793.040527
	Iteration 51Q: 3 clusters Score -1866254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1866271.375000 Penalty: 4793.040527
	Iteration 52Q: 3 clusters Score -1866271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1866287.375000 Penalty: 4793.040527
	Iteration 53Q: 3 clusters Score -1866287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1866298.000000 Penalty: 4793.040527
	Iteration 54Q: 3 clusters Score -1866298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1866309.250000 Penalty: 4793.040527
	Iteration 55Q: 3 clusters Score -1866309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1866320.000000 Penalty: 4793.040527
	Iteration 56Q: 3 clusters Score -1866320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1866327.375000 Penalty: 4793.040527
	Iteration 57Q: 3 clusters Score -1866327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1866334.875000 Penalty: 4793.040527
	Iteration 58Q: 3 clusters Score -1866335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1866349.375000 Penalty: 4793.040527
	Iteration 59Q: 3 clusters Score -1866349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1866364.500000 Penalty: 4793.040527
	Iteration 60F: 3 clusters Score -1866364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1866376.250000 Penalty: 4793.040527
	Iteration 61Q: 3 clusters Score -1866376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1866393.000000 Penalty: 4793.040527
	Iteration 62Q: 3 clusters Score -1866393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1866402.125000 Penalty: 4793.040527
	Iteration 63Q: 3 clusters Score -1866402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1866404.625000 Penalty: 4793.040527
	Iteration 64Q: 3 clusters Score -1866405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1866414.625000 Penalty: 4793.040527
	Iteration 65Q: 3 clusters Score -1866415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1866422.125000 Penalty: 4793.040527
	Iteration 66Q: 3 clusters Score -1866422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1866426.125000 Penalty: 4793.040527
	Iteration 67Q: 3 clusters Score -1866426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1866430.500000 Penalty: 4793.040527
	Iteration 68Q: 3 clusters Score -1866430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1866438.125000 Penalty: 4793.040527
	Iteration 69Q: 3 clusters Score -1866438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1866443.750000 Penalty: 4793.040527
	Iteration 70Q: 3 clusters Score -1866444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1866445.625000 Penalty: 4793.040527
	Iteration 71Q: 3 clusters Score -1866446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1866455.125000 Penalty: 4793.040527
	Iteration 72Q: 3 clusters Score -1866455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1866458.500000 Penalty: 4793.040527
	Iteration 73Q: 3 clusters Score -1866458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1866467.125000 Penalty: 4793.040527
	Iteration 74Q: 3 clusters Score -1866467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1866466.750000 Penalty: 4793.040527
	Iteration 75Q: 3 clusters Score -1866467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1866470.625000 Penalty: 4793.040527
	Iteration 76Q: 3 clusters Score -1866471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1866478.375000 Penalty: 4793.040527
	Iteration 77Q: 3 clusters Score -1866478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1866473.375000 Penalty: 4793.040527
	Iteration 78Q: 3 clusters Score -1866473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1866475.875000 Penalty: 4793.040527
	Iteration 79Q: 3 clusters Score -1866476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1866476.500000 Penalty: 4793.040527
	Iteration 80F: 3 clusters Score -1866476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1866479.375000 Penalty: 4793.040527
	Iteration 81Q: 3 clusters Score -1866479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1866479.875000 Penalty: 4793.040527
	Iteration 82Q: 3 clusters Score -1866480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1866481.500000 Penalty: 4793.040527
	Iteration 83Q: 3 clusters Score -1866482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1866481.500000 Penalty: 4793.040527
	Iteration 84F: 3 clusters Score -1866482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -923383.500000 Penalty: 2233.827148
	Iteration 0F: 2 clusters Score -923383.5 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 4127 members 
Entering Unmasked Estep 
Score: -916879.250000 Penalty: 4467.654297
	Iteration 0F: 3 clusters Score -916879.2 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -918801.687500 Penalty: 4467.654297
	Iteration 1F: 3 clusters Score -918801.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -919278.750000 Penalty: 4467.654297
	Iteration 2F: 3 clusters Score -919278.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -919682.875000 Penalty: 4467.654297
	Iteration 3F: 3 clusters Score -919682.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -920074.187500 Penalty: 4467.654297
	Iteration 4F: 3 clusters Score -920074.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -920435.187500 Penalty: 4467.654297
	Iteration 5F: 3 clusters Score -920435.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -920832.875000 Penalty: 4467.654297
	Iteration 6F: 3 clusters Score -920832.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -921346.937500 Penalty: 4467.654297
	Iteration 7F: 3 clusters Score -921346.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -922023.875000 Penalty: 4467.654297
	Iteration 8F: 3 clusters Score -922023.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -922745.812500 Penalty: 4467.654297
	Iteration 9Q: 3 clusters Score -922745.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -923712.875000 Penalty: 4467.654297
	Iteration 10Q: 3 clusters Score -923712.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -925095.687500 Penalty: 4467.654297
	Iteration 11Q: 3 clusters Score -925095.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -927190.312500 Penalty: 4467.654297
	Iteration 12Q: 3 clusters Score -927190.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -927652.375000 Penalty: 4467.654297
	Iteration 13Q: 3 clusters Score -927652.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -927688.500000 Penalty: 4467.654297
	Iteration 14Q: 3 clusters Score -927688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -927692.375000 Penalty: 4467.654297
	Iteration 15Q: 3 clusters Score -927692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -927691.687500 Penalty: 4467.654297
	Iteration 16Q: 3 clusters Score -927691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -927693.562500 Penalty: 4467.654297
	Iteration 17Q: 3 clusters Score -927693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -927693.562500 Penalty: 4467.654297
	Iteration 18F: 3 clusters Score -927693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 4148 members 
Entering Unmasked Estep 
Score: -45014288.000000 Penalty: 76672.242188
Splitting cluster 8 changes total score from -45006900.000000 to -45014288.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -954685.937500 Penalty: 2237.566162
	Iteration 0F: 2 clusters Score -954685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -948144.187500 Penalty: 4475.132324
	Iteration 0F: 3 clusters Score -948144.2 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -950072.937500 Penalty: 4475.132324
	Iteration 1F: 3 clusters Score -950072.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -950372.375000 Penalty: 4475.132324
	Iteration 2F: 3 clusters Score -950372.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -950566.062500 Penalty: 4475.132324
	Iteration 3Q: 3 clusters Score -950566.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -950699.437500 Penalty: 4475.132324
	Iteration 4Q: 3 clusters Score -950699.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -950810.250000 Penalty: 4475.132324
	Iteration 5Q: 3 clusters Score -950810.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -950892.500000 Penalty: 4475.132324
	Iteration 6Q: 3 clusters Score -950892.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -950966.562500 Penalty: 4475.132324
	Iteration 7Q: 3 clusters Score -950966.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -951057.875000 Penalty: 4475.132324
	Iteration 8Q: 3 clusters Score -951057.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -951187.500000 Penalty: 4475.132324
	Iteration 9Q: 3 clusters Score -951187.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -951386.437500 Penalty: 4475.132324
	Iteration 10Q: 3 clusters Score -951386.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -951656.062500 Penalty: 4475.132324
	Iteration 11Q: 3 clusters Score -951656.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -952010.625000 Penalty: 4475.132324
	Iteration 12Q: 3 clusters Score -952010.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -952445.750000 Penalty: 4475.132324
	Iteration 13F: 3 clusters Score -952445.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -952920.937500 Penalty: 4475.132324
	Iteration 14F: 3 clusters Score -952920.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -953332.812500 Penalty: 4475.132324
	Iteration 15F: 3 clusters Score -953332.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -953603.062500 Penalty: 4475.132324
	Iteration 16Q: 3 clusters Score -953603.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -953769.875000 Penalty: 4475.132324
	Iteration 17Q: 3 clusters Score -953769.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -953856.625000 Penalty: 4475.132324
	Iteration 18Q: 3 clusters Score -953856.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -953910.875000 Penalty: 4475.132324
	Iteration 19Q: 3 clusters Score -953910.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -953938.375000 Penalty: 4475.132324
	Iteration 20F: 3 clusters Score -953938.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -953955.437500 Penalty: 4475.132324
	Iteration 21Q: 3 clusters Score -953955.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -953963.687500 Penalty: 4475.132324
	Iteration 22Q: 3 clusters Score -953963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -953967.062500 Penalty: 4475.132324
	Iteration 23Q: 3 clusters Score -953967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -953970.437500 Penalty: 4475.132324
	Iteration 24Q: 3 clusters Score -953970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -953972.500000 Penalty: 4475.132324
	Iteration 25Q: 3 clusters Score -953972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -953975.375000 Penalty: 4475.132324
	Iteration 26Q: 3 clusters Score -953975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -953976.437500 Penalty: 4475.132324
	Iteration 27Q: 3 clusters Score -953976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -953976.187500 Penalty: 4475.132324
	Iteration 28Q: 3 clusters Score -953976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -953976.312500 Penalty: 4475.132324
	Iteration 29Q: 3 clusters Score -953976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -953975.125000 Penalty: 4475.132324
	Iteration 30Q: 3 clusters Score -953975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -953977.937500 Penalty: 4475.132324
	Iteration 31Q: 3 clusters Score -953977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -953978.312500 Penalty: 4475.132324
	Iteration 32Q: 3 clusters Score -953978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -953977.625000 Penalty: 4475.132324
	Iteration 33Q: 3 clusters Score -953977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -953978.125000 Penalty: 4475.132324
	Iteration 34Q: 3 clusters Score -953978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -953978.687500 Penalty: 4475.132324
	Iteration 35Q: 3 clusters Score -953978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -953978.687500 Penalty: 4475.132324
	Iteration 36F: 3 clusters Score -953978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -1082809.000000 Penalty: 2269.398926
	Iteration 0F: 2 clusters Score -1082809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1075614.250000 Penalty: 4538.797852
	Iteration 0F: 3 clusters Score -1075614 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1077828.375000 Penalty: 4538.797852
	Iteration 1F: 3 clusters Score -1077828 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1078365.625000 Penalty: 4538.797852
	Iteration 2F: 3 clusters Score -1078366 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1079038.625000 Penalty: 4538.797852
	Iteration 3F: 3 clusters Score -1079039 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1079942.000000 Penalty: 4538.797852
	Iteration 4F: 3 clusters Score -1079942 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1080923.125000 Penalty: 4538.797852
	Iteration 5F: 3 clusters Score -1080923 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1081847.000000 Penalty: 4538.797852
	Iteration 6F: 3 clusters Score -1081847 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1082415.750000 Penalty: 4538.797852
	Iteration 7F: 3 clusters Score -1082416 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1082788.375000 Penalty: 4538.797852
	Iteration 8Q: 3 clusters Score -1082788 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1083073.500000 Penalty: 4538.797852
	Iteration 9Q: 3 clusters Score -1083074 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1083318.375000 Penalty: 4538.797852
	Iteration 10Q: 3 clusters Score -1083318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1083487.375000 Penalty: 4538.797852
	Iteration 11Q: 3 clusters Score -1083487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1083608.625000 Penalty: 4538.797852
	Iteration 12Q: 3 clusters Score -1083609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1083696.375000 Penalty: 4538.797852
	Iteration 13Q: 3 clusters Score -1083696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1083774.000000 Penalty: 4538.797852
	Iteration 14Q: 3 clusters Score -1083774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1083829.750000 Penalty: 4538.797852
	Iteration 15Q: 3 clusters Score -1083830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1083867.875000 Penalty: 4538.797852
	Iteration 16Q: 3 clusters Score -1083868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1083898.500000 Penalty: 4538.797852
	Iteration 17Q: 3 clusters Score -1083898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1083919.000000 Penalty: 4538.797852
	Iteration 18Q: 3 clusters Score -1083919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1083936.375000 Penalty: 4538.797852
	Iteration 19Q: 3 clusters Score -1083936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1083942.750000 Penalty: 4538.797852
	Iteration 20F: 3 clusters Score -1083943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1083948.125000 Penalty: 4538.797852
	Iteration 21Q: 3 clusters Score -1083948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1083949.625000 Penalty: 4538.797852
	Iteration 22Q: 3 clusters Score -1083950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1083956.125000 Penalty: 4538.797852
	Iteration 23Q: 3 clusters Score -1083956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1083966.750000 Penalty: 4538.797852
	Iteration 24Q: 3 clusters Score -1083967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1083973.125000 Penalty: 4538.797852
	Iteration 25Q: 3 clusters Score -1083973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1083975.750000 Penalty: 4538.797852
	Iteration 26Q: 3 clusters Score -1083976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1083980.625000 Penalty: 4538.797852
	Iteration 27Q: 3 clusters Score -1083981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1083983.000000 Penalty: 4538.797852
	Iteration 28Q: 3 clusters Score -1083983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1083988.125000 Penalty: 4538.797852
	Iteration 29Q: 3 clusters Score -1083988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1083991.375000 Penalty: 4538.797852
	Iteration 30Q: 3 clusters Score -1083991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1083994.875000 Penalty: 4538.797852
	Iteration 31Q: 3 clusters Score -1083995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1083995.500000 Penalty: 4538.797852
	Iteration 32Q: 3 clusters Score -1083996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1083994.250000 Penalty: 4538.797852
	Iteration 33Q: 3 clusters Score -1083994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1083994.250000 Penalty: 4538.797852
	Iteration 34F: 3 clusters Score -1083994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 2310 members 
Entering Unmasked Estep 
Score: -45014560.000000 Penalty: 79866.914062
Splitting cluster 10 changes total score from -45006900.000000 to -45014560.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -595316.687500 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -595316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -590616.187500 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -590616.2 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -591825.687500 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -591825.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -592122.250000 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -592122.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -592322.312500 Penalty: 4247.023926
	Iteration 3F: 3 clusters Score -592322.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -592443.000000 Penalty: 4247.023926
	Iteration 4Q: 3 clusters Score -592443 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -592543.062500 Penalty: 4247.023926
	Iteration 5Q: 3 clusters Score -592543.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -592626.750000 Penalty: 4247.023926
	Iteration 6Q: 3 clusters Score -592626.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -592706.250000 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -592706.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -592774.187500 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -592774.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -592830.562500 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -592830.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -592882.875000 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -592882.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -592933.875000 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -592933.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -592979.562500 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -592979.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -593026.812500 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -593026.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -593079.812500 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -593079.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -593143.062500 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -593143.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -593188.875000 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -593188.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -593219.062500 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -593219.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -593246.375000 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -593246.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -593265.687500 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -593265.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -593287.437500 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -593287.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -593316.562500 Penalty: 4247.023926
	Iteration 21Q: 3 clusters Score -593316.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -593355.500000 Penalty: 4247.023926
	Iteration 22Q: 3 clusters Score -593355.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -593381.500000 Penalty: 4247.023926
	Iteration 23Q: 3 clusters Score -593381.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -593398.625000 Penalty: 4247.023926
	Iteration 24Q: 3 clusters Score -593398.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -593418.937500 Penalty: 4247.023926
	Iteration 25Q: 3 clusters Score -593418.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -593438.375000 Penalty: 4247.023926
	Iteration 26Q: 3 clusters Score -593438.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -593461.812500 Penalty: 4247.023926
	Iteration 27Q: 3 clusters Score -593461.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -593484.000000 Penalty: 4247.023926
	Iteration 28Q: 3 clusters Score -593484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -593500.562500 Penalty: 4247.023926
	Iteration 29Q: 3 clusters Score -593500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -593515.812500 Penalty: 4247.023926
	Iteration 30Q: 3 clusters Score -593515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -593522.937500 Penalty: 4247.023926
	Iteration 31Q: 3 clusters Score -593522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -593530.062500 Penalty: 4247.023926
	Iteration 32Q: 3 clusters Score -593530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -593536.500000 Penalty: 4247.023926
	Iteration 33Q: 3 clusters Score -593536.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -593542.625000 Penalty: 4247.023926
	Iteration 34Q: 3 clusters Score -593542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -593547.687500 Penalty: 4247.023926
	Iteration 35Q: 3 clusters Score -593547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -593548.875000 Penalty: 4247.023926
	Iteration 36Q: 3 clusters Score -593548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -593550.312500 Penalty: 4247.023926
	Iteration 37Q: 3 clusters Score -593550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -593551.062500 Penalty: 4247.023926
	Iteration 38Q: 3 clusters Score -593551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -593549.937500 Penalty: 4247.023926
	Iteration 39Q: 3 clusters Score -593549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -593551.312500 Penalty: 4247.023926
	Iteration 40F: 3 clusters Score -593551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -593552.625000 Penalty: 4247.023926
	Iteration 41Q: 3 clusters Score -593552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -593552.750000 Penalty: 4247.023926
	Iteration 42Q: 3 clusters Score -593552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -593554.375000 Penalty: 4247.023926
	Iteration 43Q: 3 clusters Score -593554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -593553.812500 Penalty: 4247.023926
	Iteration 44Q: 3 clusters Score -593553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -593554.250000 Penalty: 4247.023926
	Iteration 45Q: 3 clusters Score -593554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -593554.500000 Penalty: 4247.023926
	Iteration 46Q: 3 clusters Score -593554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -593554.500000 Penalty: 4247.023926
	Iteration 47F: 3 clusters Score -593554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -701653.750000 Penalty: 2165.851318
	Iteration 0F: 2 clusters Score -701653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -696328.312500 Penalty: 4331.702637
	Iteration 0F: 3 clusters Score -696328.3 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -697701.812500 Penalty: 4331.702637
	Iteration 1F: 3 clusters Score -697701.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -698005.000000 Penalty: 4331.702637
	Iteration 2F: 3 clusters Score -698005 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -698247.250000 Penalty: 4331.702637
	Iteration 3F: 3 clusters Score -698247.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -698438.875000 Penalty: 4331.702637
	Iteration 4Q: 3 clusters Score -698438.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -698592.312500 Penalty: 4331.702637
	Iteration 5Q: 3 clusters Score -698592.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -698707.687500 Penalty: 4331.702637
	Iteration 6Q: 3 clusters Score -698707.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -698787.125000 Penalty: 4331.702637
	Iteration 7Q: 3 clusters Score -698787.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -698861.500000 Penalty: 4331.702637
	Iteration 8Q: 3 clusters Score -698861.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -698919.875000 Penalty: 4331.702637
	Iteration 9Q: 3 clusters Score -698919.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -698983.125000 Penalty: 4331.702637
	Iteration 10Q: 3 clusters Score -698983.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -699047.875000 Penalty: 4331.702637
	Iteration 11Q: 3 clusters Score -699047.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -699099.187500 Penalty: 4331.702637
	Iteration 12Q: 3 clusters Score -699099.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -699147.687500 Penalty: 4331.702637
	Iteration 13Q: 3 clusters Score -699147.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -699201.375000 Penalty: 4331.702637
	Iteration 14Q: 3 clusters Score -699201.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -699263.125000 Penalty: 4331.702637
	Iteration 15Q: 3 clusters Score -699263.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -699325.500000 Penalty: 4331.702637
	Iteration 16Q: 3 clusters Score -699325.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -699370.250000 Penalty: 4331.702637
	Iteration 17Q: 3 clusters Score -699370.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -699396.812500 Penalty: 4331.702637
	Iteration 18Q: 3 clusters Score -699396.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -699424.500000 Penalty: 4331.702637
	Iteration 19Q: 3 clusters Score -699424.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -699456.312500 Penalty: 4331.702637
	Iteration 20F: 3 clusters Score -699456.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -699487.062500 Penalty: 4331.702637
	Iteration 21Q: 3 clusters Score -699487.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -699517.625000 Penalty: 4331.702637
	Iteration 22Q: 3 clusters Score -699517.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -699546.437500 Penalty: 4331.702637
	Iteration 23Q: 3 clusters Score -699546.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -699572.750000 Penalty: 4331.702637
	Iteration 24Q: 3 clusters Score -699572.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -699603.812500 Penalty: 4331.702637
	Iteration 25Q: 3 clusters Score -699603.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -699634.812500 Penalty: 4331.702637
	Iteration 26Q: 3 clusters Score -699634.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -699669.875000 Penalty: 4331.702637
	Iteration 27Q: 3 clusters Score -699669.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -699701.375000 Penalty: 4331.702637
	Iteration 28Q: 3 clusters Score -699701.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -699726.437500 Penalty: 4331.702637
	Iteration 29Q: 3 clusters Score -699726.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -699746.437500 Penalty: 4331.702637
	Iteration 30Q: 3 clusters Score -699746.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -699766.562500 Penalty: 4331.702637
	Iteration 31Q: 3 clusters Score -699766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -699787.687500 Penalty: 4331.702637
	Iteration 32Q: 3 clusters Score -699787.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -699807.875000 Penalty: 4331.702637
	Iteration 33Q: 3 clusters Score -699807.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -699837.750000 Penalty: 4331.702637
	Iteration 34Q: 3 clusters Score -699837.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -699855.687500 Penalty: 4331.702637
	Iteration 35Q: 3 clusters Score -699855.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -699881.000000 Penalty: 4331.702637
	Iteration 36Q: 3 clusters Score -699881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -699903.500000 Penalty: 4331.702637
	Iteration 37Q: 3 clusters Score -699903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -699920.625000 Penalty: 4331.702637
	Iteration 38Q: 3 clusters Score -699920.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -699939.562500 Penalty: 4331.702637
	Iteration 39Q: 3 clusters Score -699939.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -699958.312500 Penalty: 4331.702637
	Iteration 40F: 3 clusters Score -699958.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -699978.937500 Penalty: 4331.702637
	Iteration 41Q: 3 clusters Score -699978.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -700001.062500 Penalty: 4331.702637
	Iteration 42Q: 3 clusters Score -700001.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700013.875000 Penalty: 4331.702637
	Iteration 43Q: 3 clusters Score -700013.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -700029.187500 Penalty: 4331.702637
	Iteration 44Q: 3 clusters Score -700029.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -700046.312500 Penalty: 4331.702637
	Iteration 45Q: 3 clusters Score -700046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700057.312500 Penalty: 4331.702637
	Iteration 46Q: 3 clusters Score -700057.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -700064.562500 Penalty: 4331.702637
	Iteration 47Q: 3 clusters Score -700064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -700069.000000 Penalty: 4331.702637
	Iteration 48Q: 3 clusters Score -700069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700072.250000 Penalty: 4331.702637
	Iteration 49Q: 3 clusters Score -700072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700075.937500 Penalty: 4331.702637
	Iteration 50Q: 3 clusters Score -700075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -700077.312500 Penalty: 4331.702637
	Iteration 51Q: 3 clusters Score -700077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700077.562500 Penalty: 4331.702637
	Iteration 52Q: 3 clusters Score -700077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700078.937500 Penalty: 4331.702637
	Iteration 53Q: 3 clusters Score -700078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700084.812500 Penalty: 4331.702637
	Iteration 54Q: 3 clusters Score -700084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -700088.750000 Penalty: 4331.702637
	Iteration 55Q: 3 clusters Score -700088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700094.250000 Penalty: 4331.702637
	Iteration 56Q: 3 clusters Score -700094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700096.562500 Penalty: 4331.702637
	Iteration 57Q: 3 clusters Score -700096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700099.312500 Penalty: 4331.702637
	Iteration 58Q: 3 clusters Score -700099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700103.312500 Penalty: 4331.702637
	Iteration 59Q: 3 clusters Score -700103.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700109.937500 Penalty: 4331.702637
	Iteration 60F: 3 clusters Score -700109.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700119.562500 Penalty: 4331.702637
	Iteration 61Q: 3 clusters Score -700119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -700125.812500 Penalty: 4331.702637
	Iteration 62Q: 3 clusters Score -700125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -700135.937500 Penalty: 4331.702637
	Iteration 63Q: 3 clusters Score -700135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -700143.750000 Penalty: 4331.702637
	Iteration 64Q: 3 clusters Score -700143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700148.062500 Penalty: 4331.702637
	Iteration 65Q: 3 clusters Score -700148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -700157.812500 Penalty: 4331.702637
	Iteration 66Q: 3 clusters Score -700157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700166.375000 Penalty: 4331.702637
	Iteration 67Q: 3 clusters Score -700166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -700170.437500 Penalty: 4331.702637
	Iteration 68Q: 3 clusters Score -700170.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -700177.812500 Penalty: 4331.702637
	Iteration 69Q: 3 clusters Score -700177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700185.437500 Penalty: 4331.702637
	Iteration 70Q: 3 clusters Score -700185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -700190.312500 Penalty: 4331.702637
	Iteration 71Q: 3 clusters Score -700190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -700195.875000 Penalty: 4331.702637
	Iteration 72Q: 3 clusters Score -700195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -700200.062500 Penalty: 4331.702637
	Iteration 73Q: 3 clusters Score -700200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -700204.437500 Penalty: 4331.702637
	Iteration 74Q: 3 clusters Score -700204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -700209.937500 Penalty: 4331.702637
	Iteration 75Q: 3 clusters Score -700209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -700210.187500 Penalty: 4331.702637
	Iteration 76Q: 3 clusters Score -700210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -700212.312500 Penalty: 4331.702637
	Iteration 77Q: 3 clusters Score -700212.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -700212.562500 Penalty: 4331.702637
	Iteration 78Q: 3 clusters Score -700212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -700213.625000 Penalty: 4331.702637
	Iteration 79Q: 3 clusters Score -700213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -700214.375000 Penalty: 4331.702637
	Iteration 80F: 3 clusters Score -700214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -700215.187500 Penalty: 4331.702637
	Iteration 81Q: 3 clusters Score -700215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -700215.062500 Penalty: 4331.702637
	Iteration 82Q: 3 clusters Score -700215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -700216.437500 Penalty: 4331.702637
	Iteration 83Q: 3 clusters Score -700216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -700216.625000 Penalty: 4331.702637
	Iteration 84Q: 3 clusters Score -700216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -700216.625000 Penalty: 4331.702637
	Iteration 85F: 3 clusters Score -700216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Entering Unmasked Estep 
Score: -2414285.500000 Penalty: 2471.659424
	Iteration 0F: 2 clusters Score -2414286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2399249.250000 Penalty: 4943.318848
	Iteration 0F: 3 clusters Score -2399249 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2404429.500000 Penalty: 4943.318848
	Iteration 1F: 3 clusters Score -2404430 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2404975.500000 Penalty: 4943.318848
	Iteration 2F: 3 clusters Score -2404976 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2405543.000000 Penalty: 4943.318848
	Iteration 3F: 3 clusters Score -2405543 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2406143.500000 Penalty: 4943.318848
	Iteration 4F: 3 clusters Score -2406144 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2406774.250000 Penalty: 4943.318848
	Iteration 5F: 3 clusters Score -2406774 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2407525.750000 Penalty: 4943.318848
	Iteration 6F: 3 clusters Score -2407526 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2408375.000000 Penalty: 4943.318848
	Iteration 7F: 3 clusters Score -2408375 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2409306.000000 Penalty: 4943.318848
	Iteration 8F: 3 clusters Score -2409306 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2410228.000000 Penalty: 4943.318848
	Iteration 9F: 3 clusters Score -2410228 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2411051.000000 Penalty: 4943.318848
	Iteration 10Q: 3 clusters Score -2411051 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2411630.000000 Penalty: 4943.318848
	Iteration 11Q: 3 clusters Score -2411630 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2412027.500000 Penalty: 4943.318848
	Iteration 12Q: 3 clusters Score -2412028 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2412297.500000 Penalty: 4943.318848
	Iteration 13Q: 3 clusters Score -2412298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2412506.250000 Penalty: 4943.318848
	Iteration 14Q: 3 clusters Score -2412506 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2412656.750000 Penalty: 4943.318848
	Iteration 15Q: 3 clusters Score -2412657 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2412793.500000 Penalty: 4943.318848
	Iteration 16Q: 3 clusters Score -2412794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2412906.750000 Penalty: 4943.318848
	Iteration 17Q: 3 clusters Score -2412907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2412995.500000 Penalty: 4943.318848
	Iteration 18Q: 3 clusters Score -2412996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2413071.500000 Penalty: 4943.318848
	Iteration 19Q: 3 clusters Score -2413072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2413130.000000 Penalty: 4943.318848
	Iteration 20F: 3 clusters Score -2413130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2413183.250000 Penalty: 4943.318848
	Iteration 21Q: 3 clusters Score -2413183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2413215.000000 Penalty: 4943.318848
	Iteration 22Q: 3 clusters Score -2413215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2413227.500000 Penalty: 4943.318848
	Iteration 23Q: 3 clusters Score -2413228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2413235.000000 Penalty: 4943.318848
	Iteration 24Q: 3 clusters Score -2413235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2413246.250000 Penalty: 4943.318848
	Iteration 25Q: 3 clusters Score -2413246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2413256.000000 Penalty: 4943.318848
	Iteration 26Q: 3 clusters Score -2413256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2413254.500000 Penalty: 4943.318848
	Iteration 27Q: 3 clusters Score -2413254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2413258.000000 Penalty: 4943.318848
	Iteration 28Q: 3 clusters Score -2413258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2413258.750000 Penalty: 4943.318848
	Iteration 29Q: 3 clusters Score -2413259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2413266.000000 Penalty: 4943.318848
	Iteration 30Q: 3 clusters Score -2413266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2413268.500000 Penalty: 4943.318848
	Iteration 31Q: 3 clusters Score -2413268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2413271.750000 Penalty: 4943.318848
	Iteration 32Q: 3 clusters Score -2413272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2413272.500000 Penalty: 4943.318848
	Iteration 33Q: 3 clusters Score -2413272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2413279.750000 Penalty: 4943.318848
	Iteration 34Q: 3 clusters Score -2413280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2413277.750000 Penalty: 4943.318848
	Iteration 35Q: 3 clusters Score -2413278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2413279.500000 Penalty: 4943.318848
	Iteration 36Q: 3 clusters Score -2413280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2413285.000000 Penalty: 4943.318848
	Iteration 37Q: 3 clusters Score -2413285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2413281.250000 Penalty: 4943.318848
	Iteration 38Q: 3 clusters Score -2413281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2413285.000000 Penalty: 4943.318848
	Iteration 39Q: 3 clusters Score -2413285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2413283.250000 Penalty: 4943.318848
	Iteration 40F: 3 clusters Score -2413283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2413283.750000 Penalty: 4943.318848
	Iteration 41Q: 3 clusters Score -2413284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2413283.000000 Penalty: 4943.318848
	Iteration 42Q: 3 clusters Score -2413283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2413284.500000 Penalty: 4943.318848
	Iteration 43Q: 3 clusters Score -2413284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2413282.500000 Penalty: 4943.318848
	Iteration 44Q: 3 clusters Score -2413282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2413282.500000 Penalty: 4943.318848
	Iteration 45Q: 3 clusters Score -2413282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2413282.750000 Penalty: 4943.318848
	Iteration 46Q: 3 clusters Score -2413283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2413284.000000 Penalty: 4943.318848
	Iteration 47Q: 3 clusters Score -2413284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2413282.750000 Penalty: 4943.318848
	Iteration 48Q: 3 clusters Score -2413283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2413288.750000 Penalty: 4943.318848
	Iteration 49Q: 3 clusters Score -2413289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2413289.750000 Penalty: 4943.318848
	Iteration 50Q: 3 clusters Score -2413290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2413289.750000 Penalty: 4943.318848
	Iteration 51F: 3 clusters Score -2413290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Entering Unmasked Estep 
Score: -8054828.500000 Penalty: 2758.266846
	Iteration 0F: 2 clusters Score -8054828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -8009551.000000 Penalty: 5516.533691
	Iteration 0F: 3 clusters Score -8009551 nChanged 31684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -8027744.000000 Penalty: 5516.533691
	Iteration 1F: 3 clusters Score -8027744 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -8028687.000000 Penalty: 5516.533691
	Iteration 2Q: 3 clusters Score -8028687 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -8029850.500000 Penalty: 5516.533691
	Iteration 3Q: 3 clusters Score -8029850 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -8031353.000000 Penalty: 5516.533691
	Iteration 4Q: 3 clusters Score -8031353 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8033195.500000 Penalty: 5516.533691
	Iteration 5F: 3 clusters Score -8033196 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8035538.000000 Penalty: 5516.533691
	Iteration 6F: 3 clusters Score -8035538 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8038220.500000 Penalty: 5516.533691
	Iteration 7F: 3 clusters Score -8038220 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -8040950.000000 Penalty: 5516.533691
	Iteration 8F: 3 clusters Score -8040950 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -8043579.500000 Penalty: 5516.533691
	Iteration 9F: 3 clusters Score -8043580 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -8045993.000000 Penalty: 5516.533691
	Iteration 10Q: 3 clusters Score -8045993 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -8047767.000000 Penalty: 5516.533691
	Iteration 11Q: 3 clusters Score -8047767 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -8049080.000000 Penalty: 5516.533691
	Iteration 12Q: 3 clusters Score -8049080 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -8049855.000000 Penalty: 5516.533691
	Iteration 13Q: 3 clusters Score -8049855 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -8050383.500000 Penalty: 5516.533691
	Iteration 14Q: 3 clusters Score -8050384 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -8050808.500000 Penalty: 5516.533691
	Iteration 15Q: 3 clusters Score -8050808 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8051089.000000 Penalty: 5516.533691
	Iteration 16Q: 3 clusters Score -8051089 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -8051344.000000 Penalty: 5516.533691
	Iteration 17Q: 3 clusters Score -8051344 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8051538.500000 Penalty: 5516.533691
	Iteration 18Q: 3 clusters Score -8051538 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8051696.500000 Penalty: 5516.533691
	Iteration 19Q: 3 clusters Score -8051696 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -8051845.000000 Penalty: 5516.533691
	Iteration 20F: 3 clusters Score -8051845 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -8051941.000000 Penalty: 5516.533691
	Iteration 21Q: 3 clusters Score -8051941 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -8052025.000000 Penalty: 5516.533691
	Iteration 22Q: 3 clusters Score -8052025 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8052125.500000 Penalty: 5516.533691
	Iteration 23Q: 3 clusters Score -8052126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -8052209.500000 Penalty: 5516.533691
	Iteration 24Q: 3 clusters Score -8052210 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -8052271.500000 Penalty: 5516.533691
	Iteration 25Q: 3 clusters Score -8052272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -8052322.000000 Penalty: 5516.533691
	Iteration 26Q: 3 clusters Score -8052322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -8052341.500000 Penalty: 5516.533691
	Iteration 27Q: 3 clusters Score -8052342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -8052355.000000 Penalty: 5516.533691
	Iteration 28Q: 3 clusters Score -8052355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -8052377.000000 Penalty: 5516.533691
	Iteration 29Q: 3 clusters Score -8052377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8052406.000000 Penalty: 5516.533691
	Iteration 30Q: 3 clusters Score -8052406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -8052426.000000 Penalty: 5516.533691
	Iteration 31Q: 3 clusters Score -8052426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -8052440.000000 Penalty: 5516.533691
	Iteration 32Q: 3 clusters Score -8052440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -8052458.000000 Penalty: 5516.533691
	Iteration 33Q: 3 clusters Score -8052458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -8052463.500000 Penalty: 5516.533691
	Iteration 34Q: 3 clusters Score -8052464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -8052477.500000 Penalty: 5516.533691
	Iteration 35Q: 3 clusters Score -8052478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -8052500.000000 Penalty: 5516.533691
	Iteration 36Q: 3 clusters Score -8052500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -8052519.000000 Penalty: 5516.533691
	Iteration 37Q: 3 clusters Score -8052519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -8052533.500000 Penalty: 5516.533691
	Iteration 38Q: 3 clusters Score -8052534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -8052533.500000 Penalty: 5516.533691
	Iteration 39Q: 3 clusters Score -8052534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -8052532.500000 Penalty: 5516.533691
	Iteration 40F: 3 clusters Score -8052532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -8052536.000000 Penalty: 5516.533691
	Iteration 41Q: 3 clusters Score -8052536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -8052541.500000 Penalty: 5516.533691
	Iteration 42Q: 3 clusters Score -8052542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8052545.500000 Penalty: 5516.533691
	Iteration 43Q: 3 clusters Score -8052546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -8052546.000000 Penalty: 5516.533691
	Iteration 44Q: 3 clusters Score -8052546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -8052547.500000 Penalty: 5516.533691
	Iteration 45Q: 3 clusters Score -8052548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -8052554.500000 Penalty: 5516.533691
	Iteration 46Q: 3 clusters Score -8052554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8052551.000000 Penalty: 5516.533691
	Iteration 47Q: 3 clusters Score -8052551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8052551.000000 Penalty: 5516.533691
	Iteration 48F: 3 clusters Score -8052551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -715819.312500 Penalty: 2199.645752
	Iteration 0F: 2 clusters Score -715819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -709934.937500 Penalty: 4399.291504
	Iteration 0F: 3 clusters Score -709934.9 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -711970.812500 Penalty: 4399.291504
	Iteration 1F: 3 clusters Score -711970.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -712829.875000 Penalty: 4399.291504
	Iteration 2F: 3 clusters Score -712829.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -713550.000000 Penalty: 4399.291504
	Iteration 3F: 3 clusters Score -713550 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -714110.437500 Penalty: 4399.291504
	Iteration 4F: 3 clusters Score -714110.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -714455.187500 Penalty: 4399.291504
	Iteration 5F: 3 clusters Score -714455.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -714684.875000 Penalty: 4399.291504
	Iteration 6Q: 3 clusters Score -714684.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -714841.875000 Penalty: 4399.291504
	Iteration 7Q: 3 clusters Score -714841.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -714970.187500 Penalty: 4399.291504
	Iteration 8Q: 3 clusters Score -714970.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -715067.687500 Penalty: 4399.291504
	Iteration 9Q: 3 clusters Score -715067.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -715177.875000 Penalty: 4399.291504
	Iteration 10Q: 3 clusters Score -715177.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -715294.875000 Penalty: 4399.291504
	Iteration 11Q: 3 clusters Score -715294.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -715394.250000 Penalty: 4399.291504
	Iteration 12Q: 3 clusters Score -715394.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -715477.500000 Penalty: 4399.291504
	Iteration 13Q: 3 clusters Score -715477.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -715561.937500 Penalty: 4399.291504
	Iteration 14Q: 3 clusters Score -715561.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -715671.625000 Penalty: 4399.291504
	Iteration 15Q: 3 clusters Score -715671.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -715744.625000 Penalty: 4399.291504
	Iteration 16Q: 3 clusters Score -715744.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -715805.312500 Penalty: 4399.291504
	Iteration 17Q: 3 clusters Score -715805.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -715851.187500 Penalty: 4399.291504
	Iteration 18Q: 3 clusters Score -715851.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -715876.187500 Penalty: 4399.291504
	Iteration 19Q: 3 clusters Score -715876.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -715901.562500 Penalty: 4399.291504
	Iteration 20F: 3 clusters Score -715901.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -715924.937500 Penalty: 4399.291504
	Iteration 21Q: 3 clusters Score -715924.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -715942.312500 Penalty: 4399.291504
	Iteration 22Q: 3 clusters Score -715942.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -715966.375000 Penalty: 4399.291504
	Iteration 23Q: 3 clusters Score -715966.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -715981.812500 Penalty: 4399.291504
	Iteration 24Q: 3 clusters Score -715981.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -715995.562500 Penalty: 4399.291504
	Iteration 25Q: 3 clusters Score -715995.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -716011.250000 Penalty: 4399.291504
	Iteration 26Q: 3 clusters Score -716011.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -716026.937500 Penalty: 4399.291504
	Iteration 27Q: 3 clusters Score -716026.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -716038.750000 Penalty: 4399.291504
	Iteration 28Q: 3 clusters Score -716038.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -716050.250000 Penalty: 4399.291504
	Iteration 29Q: 3 clusters Score -716050.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -716061.562500 Penalty: 4399.291504
	Iteration 30Q: 3 clusters Score -716061.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -716076.937500 Penalty: 4399.291504
	Iteration 31Q: 3 clusters Score -716076.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -716088.000000 Penalty: 4399.291504
	Iteration 32Q: 3 clusters Score -716088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -716096.625000 Penalty: 4399.291504
	Iteration 33Q: 3 clusters Score -716096.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -716103.937500 Penalty: 4399.291504
	Iteration 34Q: 3 clusters Score -716103.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -716111.937500 Penalty: 4399.291504
	Iteration 35Q: 3 clusters Score -716111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -716111.875000 Penalty: 4399.291504
	Iteration 36Q: 3 clusters Score -716111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -716115.125000 Penalty: 4399.291504
	Iteration 37Q: 3 clusters Score -716115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -716116.750000 Penalty: 4399.291504
	Iteration 38Q: 3 clusters Score -716116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -716119.125000 Penalty: 4399.291504
	Iteration 39Q: 3 clusters Score -716119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -716122.312500 Penalty: 4399.291504
	Iteration 40F: 3 clusters Score -716122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -716121.375000 Penalty: 4399.291504
	Iteration 41Q: 3 clusters Score -716121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -716123.187500 Penalty: 4399.291504
	Iteration 42Q: 3 clusters Score -716123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -716122.250000 Penalty: 4399.291504
	Iteration 43Q: 3 clusters Score -716122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -716123.875000 Penalty: 4399.291504
	Iteration 44Q: 3 clusters Score -716123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -716123.750000 Penalty: 4399.291504
	Iteration 45Q: 3 clusters Score -716123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -716123.750000 Penalty: 4399.291504
	Iteration 46F: 3 clusters Score -716123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 2502 members 
Entering Unmasked Estep 
Score: -45013840.000000 Penalty: 83061.593750
Splitting cluster 16 changes total score from -45006900.000000 to -45013840.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (13524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Entering Unmasked Estep 
Score: -1570113.375000 Penalty: 2359.031006
	Iteration 0F: 2 clusters Score -1570113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1560322.250000 Penalty: 4718.062012
	Iteration 0F: 3 clusters Score -1560322 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1563918.000000 Penalty: 4718.062012
	Iteration 1F: 3 clusters Score -1563918 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1565087.500000 Penalty: 4718.062012
	Iteration 2F: 3 clusters Score -1565088 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1566570.625000 Penalty: 4718.062012
	Iteration 3F: 3 clusters Score -1566571 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1568117.125000 Penalty: 4718.062012
	Iteration 4F: 3 clusters Score -1568117 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1569293.000000 Penalty: 4718.062012
	Iteration 5F: 3 clusters Score -1569293 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1570012.000000 Penalty: 4718.062012
	Iteration 6F: 3 clusters Score -1570012 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1570453.750000 Penalty: 4718.062012
	Iteration 7Q: 3 clusters Score -1570454 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1570754.250000 Penalty: 4718.062012
	Iteration 8Q: 3 clusters Score -1570754 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1570941.625000 Penalty: 4718.062012
	Iteration 9Q: 3 clusters Score -1570942 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1571052.875000 Penalty: 4718.062012
	Iteration 10Q: 3 clusters Score -1571053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1571149.375000 Penalty: 4718.062012
	Iteration 11Q: 3 clusters Score -1571149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1571237.750000 Penalty: 4718.062012
	Iteration 12Q: 3 clusters Score -1571238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1571268.375000 Penalty: 4718.062012
	Iteration 13Q: 3 clusters Score -1571268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1571292.625000 Penalty: 4718.062012
	Iteration 14Q: 3 clusters Score -1571293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1571303.000000 Penalty: 4718.062012
	Iteration 15Q: 3 clusters Score -1571303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1571310.000000 Penalty: 4718.062012
	Iteration 16Q: 3 clusters Score -1571310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1571320.875000 Penalty: 4718.062012
	Iteration 17Q: 3 clusters Score -1571321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1571325.750000 Penalty: 4718.062012
	Iteration 18Q: 3 clusters Score -1571326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1571332.125000 Penalty: 4718.062012
	Iteration 19Q: 3 clusters Score -1571332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1571336.875000 Penalty: 4718.062012
	Iteration 20F: 3 clusters Score -1571337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1571340.000000 Penalty: 4718.062012
	Iteration 21Q: 3 clusters Score -1571340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1571349.125000 Penalty: 4718.062012
	Iteration 22Q: 3 clusters Score -1571349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1571348.375000 Penalty: 4718.062012
	Iteration 23Q: 3 clusters Score -1571348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1571351.125000 Penalty: 4718.062012
	Iteration 24Q: 3 clusters Score -1571351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1571349.000000 Penalty: 4718.062012
	Iteration 25Q: 3 clusters Score -1571349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1571349.750000 Penalty: 4718.062012
	Iteration 26Q: 3 clusters Score -1571350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1571350.250000 Penalty: 4718.062012
	Iteration 27Q: 3 clusters Score -1571350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1571350.750000 Penalty: 4718.062012
	Iteration 28Q: 3 clusters Score -1571351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1571352.500000 Penalty: 4718.062012
	Iteration 29Q: 3 clusters Score -1571352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1571349.375000 Penalty: 4718.062012
	Iteration 30Q: 3 clusters Score -1571349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1571352.375000 Penalty: 4718.062012
	Iteration 31Q: 3 clusters Score -1571352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1571351.250000 Penalty: 4718.062012
	Iteration 32Q: 3 clusters Score -1571351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1571355.750000 Penalty: 4718.062012
	Iteration 33Q: 3 clusters Score -1571356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1571357.875000 Penalty: 4718.062012
	Iteration 34Q: 3 clusters Score -1571358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1571361.625000 Penalty: 4718.062012
	Iteration 35Q: 3 clusters Score -1571362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1571362.875000 Penalty: 4718.062012
	Iteration 36Q: 3 clusters Score -1571363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1571363.375000 Penalty: 4718.062012
	Iteration 37Q: 3 clusters Score -1571363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1571363.875000 Penalty: 4718.062012
	Iteration 38Q: 3 clusters Score -1571364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1571363.625000 Penalty: 4718.062012
	Iteration 39Q: 3 clusters Score -1571364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1571363.625000 Penalty: 4718.062012
	Iteration 40F: 3 clusters Score -1571364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 2502 members 
Mstep: Class 27 contains 9413 members 
Entering Unmasked Estep 
Score: -45014200.000000 Penalty: 86256.265625
Splitting cluster 17 changes total score from -45006900.000000 to -45014200.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -316394.312500 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -316394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -313226.343750 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -313226.3 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -313995.468750 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -313995.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -314211.968750 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -314212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -314319.500000 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -314319.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -314392.437500 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -314392.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314451.375000 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -314451.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -314484.718750 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -314484.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -314521.781250 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -314521.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -314559.062500 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -314559.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -314582.750000 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -314582.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -314597.843750 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -314597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314603.656250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -314603.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -314609.343750 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -314609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -314614.656250 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -314614.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314619.781250 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -314619.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -314626.093750 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -314626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314630.781250 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -314630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -314635.625000 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -314635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -314640.656250 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -314640.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -314647.718750 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -314647.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -314658.218750 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -314658.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -314670.125000 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -314670.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -314691.437500 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -314691.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314725.750000 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -314725.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -314773.968750 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -314774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -314837.250000 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -314837.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -314911.406250 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -314911.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -315022.875000 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -315022.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -315124.281250 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -315124.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -315226.656250 Penalty: 3965.170410
	Iteration 29Q: 3 clusters Score -315226.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -315318.187500 Penalty: 3965.170410
	Iteration 30Q: 3 clusters Score -315318.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -315379.812500 Penalty: 3965.170410
	Iteration 31Q: 3 clusters Score -315379.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -315419.812500 Penalty: 3965.170410
	Iteration 32Q: 3 clusters Score -315419.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -315455.187500 Penalty: 3965.170410
	Iteration 33Q: 3 clusters Score -315455.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -315487.593750 Penalty: 3965.170410
	Iteration 34Q: 3 clusters Score -315487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -315504.000000 Penalty: 3965.170410
	Iteration 35Q: 3 clusters Score -315504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -315515.468750 Penalty: 3965.170410
	Iteration 36Q: 3 clusters Score -315515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -315521.750000 Penalty: 3965.170410
	Iteration 37Q: 3 clusters Score -315521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -315529.500000 Penalty: 3965.170410
	Iteration 38Q: 3 clusters Score -315529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -315533.218750 Penalty: 3965.170410
	Iteration 39Q: 3 clusters Score -315533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -315546.968750 Penalty: 3965.170410
	Iteration 40F: 3 clusters Score -315547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -315554.125000 Penalty: 3965.170410
	Iteration 41Q: 3 clusters Score -315554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -315557.218750 Penalty: 3965.170410
	Iteration 42Q: 3 clusters Score -315557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -315561.218750 Penalty: 3965.170410
	Iteration 43Q: 3 clusters Score -315561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -315564.156250 Penalty: 3965.170410
	Iteration 44Q: 3 clusters Score -315564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -315564.343750 Penalty: 3965.170410
	Iteration 45Q: 3 clusters Score -315564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -315565.593750 Penalty: 3965.170410
	Iteration 46Q: 3 clusters Score -315565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -315565.593750 Penalty: 3965.170410
	Iteration 47F: 3 clusters Score -315565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -703334.875000 Penalty: 2174.143311
	Iteration 0F: 2 clusters Score -703334.9 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 3185 members 
Entering Unmasked Estep 
Score: -697951.687500 Penalty: 4348.286621
	Iteration 0F: 3 clusters Score -697951.7 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -699478.187500 Penalty: 4348.286621
	Iteration 1F: 3 clusters Score -699478.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -699946.562500 Penalty: 4348.286621
	Iteration 2F: 3 clusters Score -699946.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -700328.625000 Penalty: 4348.286621
	Iteration 3F: 3 clusters Score -700328.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -700743.250000 Penalty: 4348.286621
	Iteration 4F: 3 clusters Score -700743.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -701218.687500 Penalty: 4348.286621
	Iteration 5F: 3 clusters Score -701218.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -701655.500000 Penalty: 4348.286621
	Iteration 6F: 3 clusters Score -701655.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -702027.812500 Penalty: 4348.286621
	Iteration 7F: 3 clusters Score -702027.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -702369.750000 Penalty: 4348.286621
	Iteration 8F: 3 clusters Score -702369.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -702618.812500 Penalty: 4348.286621
	Iteration 9Q: 3 clusters Score -702618.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -702793.750000 Penalty: 4348.286621
	Iteration 10Q: 3 clusters Score -702793.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -702923.562500 Penalty: 4348.286621
	Iteration 11Q: 3 clusters Score -702923.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -703003.500000 Penalty: 4348.286621
	Iteration 12Q: 3 clusters Score -703003.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -703038.375000 Penalty: 4348.286621
	Iteration 13Q: 3 clusters Score -703038.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -703063.187500 Penalty: 4348.286621
	Iteration 14Q: 3 clusters Score -703063.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -703088.875000 Penalty: 4348.286621
	Iteration 15Q: 3 clusters Score -703088.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -703105.375000 Penalty: 4348.286621
	Iteration 16Q: 3 clusters Score -703105.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -703117.375000 Penalty: 4348.286621
	Iteration 17Q: 3 clusters Score -703117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -703122.437500 Penalty: 4348.286621
	Iteration 18Q: 3 clusters Score -703122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -703130.812500 Penalty: 4348.286621
	Iteration 19Q: 3 clusters Score -703130.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -703134.562500 Penalty: 4348.286621
	Iteration 20F: 3 clusters Score -703134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -703136.750000 Penalty: 4348.286621
	Iteration 21Q: 3 clusters Score -703136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -703137.312500 Penalty: 4348.286621
	Iteration 22Q: 3 clusters Score -703137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -703140.375000 Penalty: 4348.286621
	Iteration 23Q: 3 clusters Score -703140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -703140.812500 Penalty: 4348.286621
	Iteration 24Q: 3 clusters Score -703140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -703140.562500 Penalty: 4348.286621
	Iteration 25Q: 3 clusters Score -703140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -703141.187500 Penalty: 4348.286621
	Iteration 26Q: 3 clusters Score -703141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -703142.062500 Penalty: 4348.286621
	Iteration 27Q: 3 clusters Score -703142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -703143.750000 Penalty: 4348.286621
	Iteration 28Q: 3 clusters Score -703143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -703145.937500 Penalty: 4348.286621
	Iteration 29Q: 3 clusters Score -703145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -703145.500000 Penalty: 4348.286621
	Iteration 30Q: 3 clusters Score -703145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -703145.937500 Penalty: 4348.286621
	Iteration 31Q: 3 clusters Score -703145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -703145.750000 Penalty: 4348.286621
	Iteration 32Q: 3 clusters Score -703145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -703147.562500 Penalty: 4348.286621
	Iteration 33Q: 3 clusters Score -703147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -703147.750000 Penalty: 4348.286621
	Iteration 34Q: 3 clusters Score -703147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -703151.687500 Penalty: 4348.286621
	Iteration 35Q: 3 clusters Score -703151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -703150.750000 Penalty: 4348.286621
	Iteration 36Q: 3 clusters Score -703150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -703152.062500 Penalty: 4348.286621
	Iteration 37Q: 3 clusters Score -703152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -703152.062500 Penalty: 4348.286621
	Iteration 38F: 3 clusters Score -703152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Entering Unmasked Estep 
Score: -11055148.000000 Penalty: 2838.253662
	Iteration 0F: 2 clusters Score -1.105515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -10992724.000000 Penalty: 5676.507324
	Iteration 0F: 3 clusters Score -1.099272e+07 nChanged 44151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -11018849.000000 Penalty: 5676.507324
	Iteration 1F: 3 clusters Score -1.101885e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -11020710.000000 Penalty: 5676.507324
	Iteration 2Q: 3 clusters Score -1.102071e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -11023061.000000 Penalty: 5676.507324
	Iteration 3Q: 3 clusters Score -1.102306e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -11025905.000000 Penalty: 5676.507324
	Iteration 4F: 3 clusters Score -1.10259e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -11029467.000000 Penalty: 5676.507324
	Iteration 5F: 3 clusters Score -1.102947e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -11033297.000000 Penalty: 5676.507324
	Iteration 6F: 3 clusters Score -1.10333e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -11037008.000000 Penalty: 5676.507324
	Iteration 7F: 3 clusters Score -1.103701e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -11040012.000000 Penalty: 5676.507324
	Iteration 8F: 3 clusters Score -1.104001e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -11042259.000000 Penalty: 5676.507324
	Iteration 9Q: 3 clusters Score -1.104226e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -11043790.000000 Penalty: 5676.507324
	Iteration 10Q: 3 clusters Score -1.104379e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -11044879.000000 Penalty: 5676.507324
	Iteration 11Q: 3 clusters Score -1.104488e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -11045576.000000 Penalty: 5676.507324
	Iteration 12Q: 3 clusters Score -1.104558e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -11045985.000000 Penalty: 5676.507324
	Iteration 13Q: 3 clusters Score -1.104598e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -11046131.000000 Penalty: 5676.507324
	Iteration 14Q: 3 clusters Score -1.104613e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -11046321.000000 Penalty: 5676.507324
	Iteration 15Q: 3 clusters Score -1.104632e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -11046538.000000 Penalty: 5676.507324
	Iteration 16Q: 3 clusters Score -1.104654e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -11046587.000000 Penalty: 5676.507324
	Iteration 17Q: 3 clusters Score -1.104659e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -11046676.000000 Penalty: 5676.507324
	Iteration 18Q: 3 clusters Score -1.104668e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -11046758.000000 Penalty: 5676.507324
	Iteration 19Q: 3 clusters Score -1.104676e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -11046859.000000 Penalty: 5676.507324
	Iteration 20F: 3 clusters Score -1.104686e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -11046970.000000 Penalty: 5676.507324
	Iteration 21Q: 3 clusters Score -1.104697e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -11047023.000000 Penalty: 5676.507324
	Iteration 22Q: 3 clusters Score -1.104702e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -11047172.000000 Penalty: 5676.507324
	Iteration 23Q: 3 clusters Score -1.104717e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -11047271.000000 Penalty: 5676.507324
	Iteration 24Q: 3 clusters Score -1.104727e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -11047407.000000 Penalty: 5676.507324
	Iteration 25Q: 3 clusters Score -1.104741e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -11047641.000000 Penalty: 5676.507324
	Iteration 26Q: 3 clusters Score -1.104764e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -11047845.000000 Penalty: 5676.507324
	Iteration 27Q: 3 clusters Score -1.104784e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -11048004.000000 Penalty: 5676.507324
	Iteration 28Q: 3 clusters Score -1.1048e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -11048269.000000 Penalty: 5676.507324
	Iteration 29Q: 3 clusters Score -1.104827e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -11048538.000000 Penalty: 5676.507324
	Iteration 30Q: 3 clusters Score -1.104854e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -11048824.000000 Penalty: 5676.507324
	Iteration 31Q: 3 clusters Score -1.104882e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -11049077.000000 Penalty: 5676.507324
	Iteration 32Q: 3 clusters Score -1.104908e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -11049349.000000 Penalty: 5676.507324
	Iteration 33Q: 3 clusters Score -1.104935e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -11049595.000000 Penalty: 5676.507324
	Iteration 34Q: 3 clusters Score -1.10496e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -11049941.000000 Penalty: 5676.507324
	Iteration 35Q: 3 clusters Score -1.104994e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -11050365.000000 Penalty: 5676.507324
	Iteration 36Q: 3 clusters Score -1.105036e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -11050723.000000 Penalty: 5676.507324
	Iteration 37Q: 3 clusters Score -1.105072e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -11051046.000000 Penalty: 5676.507324
	Iteration 38Q: 3 clusters Score -1.105105e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -11051307.000000 Penalty: 5676.507324
	Iteration 39Q: 3 clusters Score -1.105131e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -11051636.000000 Penalty: 5676.507324
	Iteration 40F: 3 clusters Score -1.105164e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -11051870.000000 Penalty: 5676.507324
	Iteration 41Q: 3 clusters Score -1.105187e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -11052017.000000 Penalty: 5676.507324
	Iteration 42Q: 3 clusters Score -1.105202e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -11052202.000000 Penalty: 5676.507324
	Iteration 43Q: 3 clusters Score -1.10522e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -11052406.000000 Penalty: 5676.507324
	Iteration 44Q: 3 clusters Score -1.105241e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -11052539.000000 Penalty: 5676.507324
	Iteration 45Q: 3 clusters Score -1.105254e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -11052643.000000 Penalty: 5676.507324
	Iteration 46Q: 3 clusters Score -1.105264e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -11052746.000000 Penalty: 5676.507324
	Iteration 47Q: 3 clusters Score -1.105275e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -11052857.000000 Penalty: 5676.507324
	Iteration 48Q: 3 clusters Score -1.105286e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -11052914.000000 Penalty: 5676.507324
	Iteration 49Q: 3 clusters Score -1.105291e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -11052940.000000 Penalty: 5676.507324
	Iteration 50Q: 3 clusters Score -1.105294e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -11052968.000000 Penalty: 5676.507324
	Iteration 51Q: 3 clusters Score -1.105297e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -11053011.000000 Penalty: 5676.507324
	Iteration 52Q: 3 clusters Score -1.105301e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11053019.000000 Penalty: 5676.507324
	Iteration 53Q: 3 clusters Score -1.105302e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -11053038.000000 Penalty: 5676.507324
	Iteration 54Q: 3 clusters Score -1.105304e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -11053056.000000 Penalty: 5676.507324
	Iteration 55Q: 3 clusters Score -1.105306e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -11053068.000000 Penalty: 5676.507324
	Iteration 56Q: 3 clusters Score -1.105307e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -11053077.000000 Penalty: 5676.507324
	Iteration 57Q: 3 clusters Score -1.105308e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -11053113.000000 Penalty: 5676.507324
	Iteration 58Q: 3 clusters Score -1.105311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -11053119.000000 Penalty: 5676.507324
	Iteration 59Q: 3 clusters Score -1.105312e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -11053126.000000 Penalty: 5676.507324
	Iteration 60F: 3 clusters Score -1.105313e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -11053118.000000 Penalty: 5676.507324
	Iteration 61Q: 3 clusters Score -1.105312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -11053139.000000 Penalty: 5676.507324
	Iteration 62Q: 3 clusters Score -1.105314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -11053165.000000 Penalty: 5676.507324
	Iteration 63Q: 3 clusters Score -1.105316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -11053167.000000 Penalty: 5676.507324
	Iteration 64Q: 3 clusters Score -1.105317e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -11053181.000000 Penalty: 5676.507324
	Iteration 65Q: 3 clusters Score -1.105318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -11053204.000000 Penalty: 5676.507324
	Iteration 66Q: 3 clusters Score -1.10532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11053209.000000 Penalty: 5676.507324
	Iteration 67Q: 3 clusters Score -1.105321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -11053217.000000 Penalty: 5676.507324
	Iteration 68Q: 3 clusters Score -1.105322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11053224.000000 Penalty: 5676.507324
	Iteration 69Q: 3 clusters Score -1.105322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -11053239.000000 Penalty: 5676.507324
	Iteration 70Q: 3 clusters Score -1.105324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -11053240.000000 Penalty: 5676.507324
	Iteration 71Q: 3 clusters Score -1.105324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -11053245.000000 Penalty: 5676.507324
	Iteration 72Q: 3 clusters Score -1.105324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -11053252.000000 Penalty: 5676.507324
	Iteration 73Q: 3 clusters Score -1.105325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -11053248.000000 Penalty: 5676.507324
	Iteration 74Q: 3 clusters Score -1.105325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -11053254.000000 Penalty: 5676.507324
	Iteration 75Q: 3 clusters Score -1.105325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -11053257.000000 Penalty: 5676.507324
	Iteration 76Q: 3 clusters Score -1.105326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -11053255.000000 Penalty: 5676.507324
	Iteration 77Q: 3 clusters Score -1.105326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 78Q: 3 clusters Score -1.105326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 79Q: 3 clusters Score -1.105326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -11053261.000000 Penalty: 5676.507324
	Iteration 80F: 3 clusters Score -1.105326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -11053269.000000 Penalty: 5676.507324
	Iteration 81Q: 3 clusters Score -1.105327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11053278.000000 Penalty: 5676.507324
	Iteration 82Q: 3 clusters Score -1.105328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -11053262.000000 Penalty: 5676.507324
	Iteration 83Q: 3 clusters Score -1.105326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 84Q: 3 clusters Score -1.105326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -11053270.000000 Penalty: 5676.507324
	Iteration 85Q: 3 clusters Score -1.105327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 86Q: 3 clusters Score -1.105326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -11053259.000000 Penalty: 5676.507324
	Iteration 87Q: 3 clusters Score -1.105326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -11053274.000000 Penalty: 5676.507324
	Iteration 88Q: 3 clusters Score -1.105327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -11053275.000000 Penalty: 5676.507324
	Iteration 89Q: 3 clusters Score -1.105328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -11053269.000000 Penalty: 5676.507324
	Iteration 90Q: 3 clusters Score -1.105327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -11053268.000000 Penalty: 5676.507324
	Iteration 91Q: 3 clusters Score -1.105327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -11053269.000000 Penalty: 5676.507324
	Iteration 92Q: 3 clusters Score -1.105327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -11053257.000000 Penalty: 5676.507324
	Iteration 93Q: 3 clusters Score -1.105326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -11053261.000000 Penalty: 5676.507324
	Iteration 94Q: 3 clusters Score -1.105326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -11053270.000000 Penalty: 5676.507324
	Iteration 95Q: 3 clusters Score -1.105327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11053261.000000 Penalty: 5676.507324
	Iteration 96Q: 3 clusters Score -1.105326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 97Q: 3 clusters Score -1.105326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -11053268.000000 Penalty: 5676.507324
	Iteration 98Q: 3 clusters Score -1.105327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -11053263.000000 Penalty: 5676.507324
	Iteration 99Q: 3 clusters Score -1.105326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -11053264.000000 Penalty: 5676.507324
	Iteration 100F: 3 clusters Score -1.105326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11053265.000000 Penalty: 5676.507324
	Iteration 101Q: 3 clusters Score -1.105326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11053269.000000 Penalty: 5676.507324
	Iteration 102Q: 3 clusters Score -1.105327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -11053274.000000 Penalty: 5676.507324
	Iteration 103Q: 3 clusters Score -1.105327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -11053277.000000 Penalty: 5676.507324
	Iteration 104Q: 3 clusters Score -1.105328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -11053281.000000 Penalty: 5676.507324
	Iteration 105Q: 3 clusters Score -1.105328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -11053281.000000 Penalty: 5676.507324
	Iteration 106Q: 3 clusters Score -1.105328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -11053289.000000 Penalty: 5676.507324
	Iteration 107Q: 3 clusters Score -1.105329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -11053280.000000 Penalty: 5676.507324
	Iteration 108Q: 3 clusters Score -1.105328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -11053282.000000 Penalty: 5676.507324
	Iteration 109Q: 3 clusters Score -1.105328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -11053282.000000 Penalty: 5676.507324
	Iteration 110Q: 3 clusters Score -1.105328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -11053284.000000 Penalty: 5676.507324
	Iteration 111Q: 3 clusters Score -1.105328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -11053282.000000 Penalty: 5676.507324
	Iteration 112Q: 3 clusters Score -1.105328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -11053282.000000 Penalty: 5676.507324
	Iteration 113F: 3 clusters Score -1.105328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -237436.250000 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -237436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -234728.562500 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -234728.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -235725.046875 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -235725 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -236653.750000 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -236653.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237937.093750 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -237937.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -238706.281250 Penalty: 3852.352783
	Iteration 4F: 3 clusters Score -238706.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -238905.406250 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -238905.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -238964.046875 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -238964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -238999.828125 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -238999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -239017.625000 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -239017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239038.140625 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -239038.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -239088.406250 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -239088.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -239148.515625 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -239148.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -239194.296875 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -239194.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239215.671875 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -239215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -239228.140625 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -239228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -239241.781250 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -239241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -239256.890625 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -239256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -239263.890625 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -239263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -239266.031250 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -239266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -239266.750000 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -239266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -239270.968750 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -239271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -239275.265625 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -239275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -239276.546875 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -239276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -239278.000000 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -239278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -239278.000000 Penalty: 3852.352783
	Iteration 24F: 3 clusters Score -239278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 2502 members 
Mstep: Class 27 contains 9413 members 
Mstep: Class 28 contains 1202 members 
Entering Unmasked Estep 
Score: -45014768.000000 Penalty: 89450.945312
Splitting cluster 21 changes total score from -45006900.000000 to -45014768.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (72066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Entering Unmasked Estep 
Score: -8745350.000000 Penalty: 2773.963867
	Iteration 0F: 2 clusters Score -8745350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -8696855.000000 Penalty: 5547.927734
	Iteration 0F: 3 clusters Score -8696855 nChanged 33797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -8716252.000000 Penalty: 5547.927734
	Iteration 1F: 3 clusters Score -8716252 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8717045.000000 Penalty: 5547.927734
	Iteration 2Q: 3 clusters Score -8717045 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -8717972.000000 Penalty: 5547.927734
	Iteration 3Q: 3 clusters Score -8717972 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -8719121.000000 Penalty: 5547.927734
	Iteration 4Q: 3 clusters Score -8719121 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -8720700.000000 Penalty: 5547.927734
	Iteration 5Q: 3 clusters Score -8720700 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -8722891.000000 Penalty: 5547.927734
	Iteration 6F: 3 clusters Score -8722891 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8725785.000000 Penalty: 5547.927734
	Iteration 7F: 3 clusters Score -8725785 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8729317.000000 Penalty: 5547.927734
	Iteration 8F: 3 clusters Score -8729317 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8732745.000000 Penalty: 5547.927734
	Iteration 9F: 3 clusters Score -8732745 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -8735325.000000 Penalty: 5547.927734
	Iteration 10Q: 3 clusters Score -8735325 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -8737189.000000 Penalty: 5547.927734
	Iteration 11Q: 3 clusters Score -8737189 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8738486.000000 Penalty: 5547.927734
	Iteration 12Q: 3 clusters Score -8738486 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8739554.000000 Penalty: 5547.927734
	Iteration 13Q: 3 clusters Score -8739554 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8740493.000000 Penalty: 5547.927734
	Iteration 14Q: 3 clusters Score -8740493 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8741188.000000 Penalty: 5547.927734
	Iteration 15Q: 3 clusters Score -8741188 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8741621.000000 Penalty: 5547.927734
	Iteration 16Q: 3 clusters Score -8741621 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8742039.000000 Penalty: 5547.927734
	Iteration 17Q: 3 clusters Score -8742039 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8742308.000000 Penalty: 5547.927734
	Iteration 18Q: 3 clusters Score -8742308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8742498.000000 Penalty: 5547.927734
	Iteration 19Q: 3 clusters Score -8742498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8742668.000000 Penalty: 5547.927734
	Iteration 20F: 3 clusters Score -8742668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8742775.000000 Penalty: 5547.927734
	Iteration 21Q: 3 clusters Score -8742775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8742833.000000 Penalty: 5547.927734
	Iteration 22Q: 3 clusters Score -8742833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8742858.000000 Penalty: 5547.927734
	Iteration 23Q: 3 clusters Score -8742858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8742883.000000 Penalty: 5547.927734
	Iteration 24Q: 3 clusters Score -8742883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8742896.000000 Penalty: 5547.927734
	Iteration 25Q: 3 clusters Score -8742896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5547.927734
	Iteration 26Q: 3 clusters Score -8742908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8742907.000000 Penalty: 5547.927734
	Iteration 27Q: 3 clusters Score -8742907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8742914.000000 Penalty: 5547.927734
	Iteration 28Q: 3 clusters Score -8742914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8742923.000000 Penalty: 5547.927734
	Iteration 29Q: 3 clusters Score -8742923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8742929.000000 Penalty: 5547.927734
	Iteration 30Q: 3 clusters Score -8742929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8742930.000000 Penalty: 5547.927734
	Iteration 31Q: 3 clusters Score -8742930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8742936.000000 Penalty: 5547.927734
	Iteration 32Q: 3 clusters Score -8742936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8742937.000000 Penalty: 5547.927734
	Iteration 33Q: 3 clusters Score -8742937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8742950.000000 Penalty: 5547.927734
	Iteration 34Q: 3 clusters Score -8742950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8742953.000000 Penalty: 5547.927734
	Iteration 35Q: 3 clusters Score -8742953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8742955.000000 Penalty: 5547.927734
	Iteration 36Q: 3 clusters Score -8742955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8742959.000000 Penalty: 5547.927734
	Iteration 37Q: 3 clusters Score -8742959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8742958.000000 Penalty: 5547.927734
	Iteration 38Q: 3 clusters Score -8742958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8742966.000000 Penalty: 5547.927734
	Iteration 39Q: 3 clusters Score -8742966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8742971.000000 Penalty: 5547.927734
	Iteration 40F: 3 clusters Score -8742971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8742974.000000 Penalty: 5547.927734
	Iteration 41Q: 3 clusters Score -8742974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8742975.000000 Penalty: 5547.927734
	Iteration 42Q: 3 clusters Score -8742975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8742980.000000 Penalty: 5547.927734
	Iteration 43Q: 3 clusters Score -8742980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8742980.000000 Penalty: 5547.927734
	Iteration 44F: 3 clusters Score -8742980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 21298 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 72066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45018296.000000 Penalty: 89450.945312
Iteration 39Q: 29 clusters Score -4.50183e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 15728 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 20593 members 
Mstep: Class 15 contains 67224 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 7032 members 
Mstep: Class 20 contains 92784 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 72811 members 
Mstep: Class 23 contains 7215 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 2231 members 
Mstep: Class 26 contains 2466 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023268.000000 Penalty: 89450.945312
Iteration 40F: 29 clusters Score -4.502327e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 15716 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 19811 members 
Mstep: Class 15 contains 66873 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 91265 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 73478 members 
Mstep: Class 23 contains 7394 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 2221 members 
Mstep: Class 26 contains 2685 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026488.000000 Penalty: 89450.945312
Iteration 41Q: 29 clusters Score -4.502649e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 15692 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 7183 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 5946 members 
Mstep: Class 14 contains 19245 members 
Mstep: Class 15 contains 66612 members 
Mstep: Class 16 contains 3769 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 9931 members 
Mstep: Class 20 contains 90015 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 74023 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 4526 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 2774 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027896.000000 Penalty: 89450.945312
Iteration 42Q: 29 clusters Score -4.50279e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 11727 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 15666 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 7856 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 4495 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 5886 members 
Mstep: Class 14 contains 18806 members 
Mstep: Class 15 contains 66421 members 
Mstep: Class 16 contains 3573 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 11049 members 
Mstep: Class 20 contains 89018 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 74482 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 4578 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 9257 members 
Mstep: Class 28 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029016.000000 Penalty: 89450.945312
Iteration 43Q: 29 clusters Score -4.502902e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 7117 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 18413 members 
Mstep: Class 15 contains 66302 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 11932 members 
Mstep: Class 20 contains 88193 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 74914 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 2226 members 
Mstep: Class 26 contains 2843 members 
Mstep: Class 27 contains 9188 members 
Mstep: Class 28 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029844.000000 Penalty: 89450.945312
Iteration 44Q: 29 clusters Score -4.502984e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 18062 members 
Mstep: Class 15 contains 66223 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 87537 members 
Mstep: Class 21 contains 1592 members 
Mstep: Class 22 contains 75310 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 4640 members 
Mstep: Class 25 contains 2233 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 9120 members 
Mstep: Class 28 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030252.000000 Penalty: 89450.945312
Iteration 45Q: 29 clusters Score -4.503025e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 5762 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 66150 members 
Mstep: Class 16 contains 3378 members 
Mstep: Class 17 contains 4367 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 13214 members 
Mstep: Class 20 contains 86968 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 75624 members 
Mstep: Class 23 contains 7713 members 
Mstep: Class 24 contains 4661 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 9038 members 
Mstep: Class 28 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030752.000000 Penalty: 89450.945312
Iteration 46Q: 29 clusters Score -4.503075e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 11705 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 5725 members 
Mstep: Class 14 contains 17552 members 
Mstep: Class 15 contains 66110 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2948 members 
Mstep: Class 19 contains 13693 members 
Mstep: Class 20 contains 86505 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 75923 members 
Mstep: Class 23 contains 7743 members 
Mstep: Class 24 contains 4679 members 
Mstep: Class 25 contains 2256 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 8955 members 
Mstep: Class 28 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031380.000000 Penalty: 89450.945312
Iteration 47Q: 29 clusters Score -4.503138e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 11695 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 17332 members 
Mstep: Class 15 contains 66095 members 
Mstep: Class 16 contains 3355 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 86151 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 76190 members 
Mstep: Class 23 contains 7770 members 
Mstep: Class 24 contains 4687 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 2926 members 
Mstep: Class 27 contains 8864 members 
Mstep: Class 28 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032084.000000 Penalty: 89450.945312
Iteration 48Q: 29 clusters Score -4.503208e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 11690 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 66081 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 14327 members 
Mstep: Class 20 contains 85896 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 76417 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 4695 members 
Mstep: Class 25 contains 2285 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 8777 members 
Mstep: Class 28 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032692.000000 Penalty: 89450.945312
Iteration 49Q: 29 clusters Score -4.503269e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 11687 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 4590 members 
Mstep: Class 7 contains 15318 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 16970 members 
Mstep: Class 15 contains 66063 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 85711 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 76621 members 
Mstep: Class 23 contains 7803 members 
Mstep: Class 24 contains 4705 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 8678 members 
Mstep: Class 28 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033164.000000 Penalty: 89450.945312
Iteration 50Q: 29 clusters Score -4.503316e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 15220 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 7685 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 66038 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 4781 members 
Mstep: Class 18 contains 2933 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 20 contains 85568 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 76779 members 
Mstep: Class 23 contains 7814 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 2972 members 
Mstep: Class 27 contains 8570 members 
Mstep: Class 28 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033468.000000 Penalty: 89450.945312
Iteration 51Q: 29 clusters Score -4.503347e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 7676 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 16727 members 
Mstep: Class 15 contains 66021 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 85450 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 76904 members 
Mstep: Class 23 contains 7822 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 2305 members 
Mstep: Class 26 contains 2981 members 
Mstep: Class 27 contains 8449 members 
Mstep: Class 28 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033728.000000 Penalty: 89450.945312
Iteration 52Q: 29 clusters Score -4.503373e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 16634 members 
Mstep: Class 15 contains 65989 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 5053 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 85364 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 77020 members 
Mstep: Class 23 contains 7843 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 2994 members 
Mstep: Class 27 contains 8307 members 
Mstep: Class 28 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033820.000000 Penalty: 89450.945312
Iteration 53Q: 29 clusters Score -4.503382e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 4766 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 16549 members 
Mstep: Class 15 contains 65977 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 14962 members 
Mstep: Class 20 contains 85299 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 77109 members 
Mstep: Class 23 contains 7877 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3003 members 
Mstep: Class 27 contains 8142 members 
Mstep: Class 28 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033828.000000 Penalty: 89450.945312
Iteration 54Q: 29 clusters Score -4.503383e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 11689 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 5542 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 16486 members 
Mstep: Class 15 contains 65972 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 85235 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 77176 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 4736 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 3005 members 
Mstep: Class 27 contains 7977 members 
Mstep: Class 28 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034060.000000 Penalty: 89450.945312
Iteration 55Q: 29 clusters Score -4.503406e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 11687 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 16438 members 
Mstep: Class 15 contains 65967 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15097 members 
Mstep: Class 20 contains 85173 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 77230 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 4737 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 3007 members 
Mstep: Class 27 contains 7801 members 
Mstep: Class 28 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034276.000000 Penalty: 89450.945312
Iteration 56Q: 29 clusters Score -4.503428e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 5565 members 
Mstep: Class 13 contains 5494 members 
Mstep: Class 14 contains 16402 members 
Mstep: Class 15 contains 65963 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15152 members 
Mstep: Class 20 contains 85125 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 77280 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 4735 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3010 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034520.000000 Penalty: 89450.945312
Iteration 57Q: 29 clusters Score -4.503452e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 11682 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 14893 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 4834 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 13 contains 5484 members 
Mstep: Class 14 contains 16376 members 
Mstep: Class 15 contains 65950 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 85085 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 77317 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 4737 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 3015 members 
Mstep: Class 27 contains 7458 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034660.000000 Penalty: 89450.945312
Iteration 58Q: 29 clusters Score -4.503466e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 11679 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 4993 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 5595 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 65940 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 15233 members 
Mstep: Class 20 contains 85049 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77357 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 7304 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034760.000000 Penalty: 89450.945312
Iteration 59Q: 29 clusters Score -4.503476e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 14857 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 65927 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 15265 members 
Mstep: Class 20 contains 85020 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77388 members 
Mstep: Class 23 contains 7932 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 7154 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034796.000000 Penalty: 89450.945312
Iteration 60F: 29 clusters Score -4.50348e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 14846 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 5620 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 16280 members 
Mstep: Class 15 contains 65918 members 
Mstep: Class 16 contains 3213 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15291 members 
Mstep: Class 20 contains 84995 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77417 members 
Mstep: Class 23 contains 7926 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 6995 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034852.000000 Penalty: 89450.945312
Iteration 61Q: 29 clusters Score -4.503485e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 16256 members 
Mstep: Class 15 contains 65913 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15314 members 
Mstep: Class 20 contains 84969 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77438 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3029 members 
Mstep: Class 27 contains 6829 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034980.000000 Penalty: 89450.945312
Iteration 62Q: 29 clusters Score -4.503498e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 14840 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 5637 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 16233 members 
Mstep: Class 15 contains 65908 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 15335 members 
Mstep: Class 20 contains 84947 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77450 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 89450.945312
Iteration 63Q: 29 clusters Score -4.503517e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 16209 members 
Mstep: Class 15 contains 65900 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 6980 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15345 members 
Mstep: Class 20 contains 84935 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77464 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 3037 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035344.000000 Penalty: 89450.945312
Iteration 64Q: 29 clusters Score -4.503534e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 11625 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 5649 members 
Mstep: Class 13 contains 5447 members 
Mstep: Class 14 contains 16173 members 
Mstep: Class 15 contains 65894 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 84923 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77477 members 
Mstep: Class 23 contains 7970 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 3040 members 
Mstep: Class 27 contains 6357 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035528.000000 Penalty: 89450.945312
Iteration 65Q: 29 clusters Score -4.503553e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 5655 members 
Mstep: Class 13 contains 5440 members 
Mstep: Class 14 contains 16138 members 
Mstep: Class 15 contains 65893 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 15369 members 
Mstep: Class 20 contains 84909 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77490 members 
Mstep: Class 23 contains 7982 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 3043 members 
Mstep: Class 27 contains 6212 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035500.000000 Penalty: 89450.945312
Iteration 66Q: 29 clusters Score -4.50355e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 5434 members 
Mstep: Class 14 contains 16099 members 
Mstep: Class 15 contains 65890 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 2884 members 
Mstep: Class 19 contains 15377 members 
Mstep: Class 20 contains 84900 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77503 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3044 members 
Mstep: Class 27 contains 6067 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035700.000000 Penalty: 89450.945312
Iteration 67Q: 29 clusters Score -4.50357e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 5670 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 16079 members 
Mstep: Class 15 contains 65887 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 2884 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 84896 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77511 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 3046 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035784.000000 Penalty: 89450.945312
Iteration 68Q: 29 clusters Score -4.503578e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11581 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 14 contains 16038 members 
Mstep: Class 15 contains 65880 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 7789 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 15383 members 
Mstep: Class 20 contains 84895 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77524 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036156.000000 Penalty: 89450.945312
Iteration 69Q: 29 clusters Score -4.503616e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11564 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 65880 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 84893 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77541 members 
Mstep: Class 23 contains 8063 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 3062 members 
Mstep: Class 27 contains 5610 members 
Mstep: Class 28 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036516.000000 Penalty: 89450.945312
Iteration 70Q: 29 clusters Score -4.503652e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 6914 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 15938 members 
Mstep: Class 15 contains 65879 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 8120 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 15392 members 
Mstep: Class 20 contains 84889 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77555 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3072 members 
Mstep: Class 27 contains 5476 members 
Mstep: Class 28 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 89450.945312
Iteration 71Q: 29 clusters Score -4.50367e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 15895 members 
Mstep: Class 15 contains 65879 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15395 members 
Mstep: Class 20 contains 84887 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77566 members 
Mstep: Class 23 contains 8095 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 3075 members 
Mstep: Class 27 contains 5355 members 
Mstep: Class 28 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036840.000000 Penalty: 89450.945312
Iteration 72Q: 29 clusters Score -4.503684e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 15861 members 
Mstep: Class 15 contains 65875 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 8373 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77572 members 
Mstep: Class 23 contains 8111 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5258 members 
Mstep: Class 28 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036920.000000 Penalty: 89450.945312
Iteration 73Q: 29 clusters Score -4.503692e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 5725 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 15842 members 
Mstep: Class 15 contains 65864 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 8459 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77576 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2284 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037076.000000 Penalty: 89450.945312
Iteration 74Q: 29 clusters Score -4.503708e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 5738 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 65853 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77580 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037176.000000 Penalty: 89450.945312
Iteration 75Q: 29 clusters Score -4.503718e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 15814 members 
Mstep: Class 15 contains 65841 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 8589 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77586 members 
Mstep: Class 23 contains 8129 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2272 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 5091 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037212.000000 Penalty: 89450.945312
Iteration 76Q: 29 clusters Score -4.503721e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 5771 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 15800 members 
Mstep: Class 15 contains 65837 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77594 members 
Mstep: Class 23 contains 8135 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 3081 members 
Mstep: Class 27 contains 5068 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037244.000000 Penalty: 89450.945312
Iteration 77Q: 29 clusters Score -4.503724e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4943 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 65833 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8651 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 84886 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77598 members 
Mstep: Class 23 contains 8139 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45037220.000000 Penalty: 89450.945312
Iteration 78Q: 29 clusters Score -4.503722e+07 nChanged 114
Entering ConstructFrom: 
Score: -45037220.000000 Penalty: 89450.945312
Entering ConstructFrom: 
Trying to split cluster 1 (14200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Entering Unmasked Estep 
Score: -1593118.875000 Penalty: 2371.127197
	Iteration 0F: 2 clusters Score -1593119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1582773.875000 Penalty: 4742.254395
	Iteration 0F: 3 clusters Score -1582774 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1586348.875000 Penalty: 4742.254395
	Iteration 1F: 3 clusters Score -1586349 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1586922.000000 Penalty: 4742.254395
	Iteration 2F: 3 clusters Score -1586922 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1587472.000000 Penalty: 4742.254395
	Iteration 3F: 3 clusters Score -1587472 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1588061.125000 Penalty: 4742.254395
	Iteration 4F: 3 clusters Score -1588061 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1588636.875000 Penalty: 4742.254395
	Iteration 5F: 3 clusters Score -1588637 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1589111.000000 Penalty: 4742.254395
	Iteration 6F: 3 clusters Score -1589111 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1589478.125000 Penalty: 4742.254395
	Iteration 7Q: 3 clusters Score -1589478 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1589726.500000 Penalty: 4742.254395
	Iteration 8Q: 3 clusters Score -1589726 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1589927.625000 Penalty: 4742.254395
	Iteration 9Q: 3 clusters Score -1589928 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1590095.875000 Penalty: 4742.254395
	Iteration 10Q: 3 clusters Score -1590096 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1590256.250000 Penalty: 4742.254395
	Iteration 11Q: 3 clusters Score -1590256 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1590428.875000 Penalty: 4742.254395
	Iteration 12Q: 3 clusters Score -1590429 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1590631.625000 Penalty: 4742.254395
	Iteration 13Q: 3 clusters Score -1590632 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1590866.000000 Penalty: 4742.254395
	Iteration 14Q: 3 clusters Score -1590866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1591138.250000 Penalty: 4742.254395
	Iteration 15Q: 3 clusters Score -1591138 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1591398.625000 Penalty: 4742.254395
	Iteration 16Q: 3 clusters Score -1591399 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1591664.625000 Penalty: 4742.254395
	Iteration 17Q: 3 clusters Score -1591665 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1591869.375000 Penalty: 4742.254395
	Iteration 18Q: 3 clusters Score -1591869 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1592004.625000 Penalty: 4742.254395
	Iteration 19Q: 3 clusters Score -1592005 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1592109.000000 Penalty: 4742.254395
	Iteration 20F: 3 clusters Score -1592109 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1592194.125000 Penalty: 4742.254395
	Iteration 21Q: 3 clusters Score -1592194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1592268.875000 Penalty: 4742.254395
	Iteration 22Q: 3 clusters Score -1592269 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1592316.875000 Penalty: 4742.254395
	Iteration 23Q: 3 clusters Score -1592317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1592360.125000 Penalty: 4742.254395
	Iteration 24Q: 3 clusters Score -1592360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1592389.500000 Penalty: 4742.254395
	Iteration 25Q: 3 clusters Score -1592390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1592408.125000 Penalty: 4742.254395
	Iteration 26Q: 3 clusters Score -1592408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1592417.125000 Penalty: 4742.254395
	Iteration 27Q: 3 clusters Score -1592417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1592432.000000 Penalty: 4742.254395
	Iteration 28Q: 3 clusters Score -1592432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1592441.500000 Penalty: 4742.254395
	Iteration 29Q: 3 clusters Score -1592442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1592444.125000 Penalty: 4742.254395
	Iteration 30Q: 3 clusters Score -1592444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1592449.500000 Penalty: 4742.254395
	Iteration 31Q: 3 clusters Score -1592450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1592448.000000 Penalty: 4742.254395
	Iteration 32Q: 3 clusters Score -1592448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1592449.250000 Penalty: 4742.254395
	Iteration 33Q: 3 clusters Score -1592449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1592451.875000 Penalty: 4742.254395
	Iteration 34Q: 3 clusters Score -1592452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1592454.000000 Penalty: 4742.254395
	Iteration 35Q: 3 clusters Score -1592454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1592459.500000 Penalty: 4742.254395
	Iteration 36Q: 3 clusters Score -1592460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1592457.375000 Penalty: 4742.254395
	Iteration 37Q: 3 clusters Score -1592457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1592456.750000 Penalty: 4742.254395
	Iteration 38Q: 3 clusters Score -1592457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1592455.875000 Penalty: 4742.254395
	Iteration 39Q: 3 clusters Score -1592456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1592458.125000 Penalty: 4742.254395
	Iteration 40F: 3 clusters Score -1592458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1592458.875000 Penalty: 4742.254395
	Iteration 41Q: 3 clusters Score -1592459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1592458.875000 Penalty: 4742.254395
	Iteration 42F: 3 clusters Score -1592459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -378585.281250 Penalty: 1999.951782
	Iteration 0F: 2 clusters Score -378585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -375231.218750 Penalty: 3999.903564
	Iteration 0F: 3 clusters Score -375231.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -375961.187500 Penalty: 3999.903564
	Iteration 1F: 3 clusters Score -375961.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -376139.781250 Penalty: 3999.903564
	Iteration 2F: 3 clusters Score -376139.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -376225.218750 Penalty: 3999.903564
	Iteration 3Q: 3 clusters Score -376225.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -376265.750000 Penalty: 3999.903564
	Iteration 4Q: 3 clusters Score -376265.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376306.125000 Penalty: 3999.903564
	Iteration 5Q: 3 clusters Score -376306.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -376335.406250 Penalty: 3999.903564
	Iteration 6Q: 3 clusters Score -376335.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376357.531250 Penalty: 3999.903564
	Iteration 7Q: 3 clusters Score -376357.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376372.281250 Penalty: 3999.903564
	Iteration 8Q: 3 clusters Score -376372.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -376382.718750 Penalty: 3999.903564
	Iteration 9Q: 3 clusters Score -376382.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376390.656250 Penalty: 3999.903564
	Iteration 10Q: 3 clusters Score -376390.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -376400.000000 Penalty: 3999.903564
	Iteration 11Q: 3 clusters Score -376400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376407.531250 Penalty: 3999.903564
	Iteration 12Q: 3 clusters Score -376407.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376411.750000 Penalty: 3999.903564
	Iteration 13Q: 3 clusters Score -376411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376415.718750 Penalty: 3999.903564
	Iteration 14Q: 3 clusters Score -376415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -376419.562500 Penalty: 3999.903564
	Iteration 15Q: 3 clusters Score -376419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376423.593750 Penalty: 3999.903564
	Iteration 16Q: 3 clusters Score -376423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376428.468750 Penalty: 3999.903564
	Iteration 17Q: 3 clusters Score -376428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376431.812500 Penalty: 3999.903564
	Iteration 18Q: 3 clusters Score -376431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -376434.406250 Penalty: 3999.903564
	Iteration 19Q: 3 clusters Score -376434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376435.750000 Penalty: 3999.903564
	Iteration 20F: 3 clusters Score -376435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376436.250000 Penalty: 3999.903564
	Iteration 21Q: 3 clusters Score -376436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376437.125000 Penalty: 3999.903564
	Iteration 22Q: 3 clusters Score -376437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -376437.718750 Penalty: 3999.903564
	Iteration 23Q: 3 clusters Score -376437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -376437.718750 Penalty: 3999.903564
	Iteration 24F: 3 clusters Score -376437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Entering Unmasked Estep 
Score: -1345384.000000 Penalty: 2318.393799
	Iteration 0F: 2 clusters Score -1345384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1336839.875000 Penalty: 4636.787598
	Iteration 0F: 3 clusters Score -1336840 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1339368.625000 Penalty: 4636.787598
	Iteration 1F: 3 clusters Score -1339369 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1339748.500000 Penalty: 4636.787598
	Iteration 2F: 3 clusters Score -1339748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1340121.250000 Penalty: 4636.787598
	Iteration 3F: 3 clusters Score -1340121 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1340449.875000 Penalty: 4636.787598
	Iteration 4F: 3 clusters Score -1340450 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1340781.500000 Penalty: 4636.787598
	Iteration 5Q: 3 clusters Score -1340782 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1341138.625000 Penalty: 4636.787598
	Iteration 6Q: 3 clusters Score -1341139 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1341523.000000 Penalty: 4636.787598
	Iteration 7Q: 3 clusters Score -1341523 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1341982.625000 Penalty: 4636.787598
	Iteration 8F: 3 clusters Score -1341983 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1342519.500000 Penalty: 4636.787598
	Iteration 9F: 3 clusters Score -1342520 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1343065.875000 Penalty: 4636.787598
	Iteration 10F: 3 clusters Score -1343066 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1343529.750000 Penalty: 4636.787598
	Iteration 11Q: 3 clusters Score -1343530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1343831.625000 Penalty: 4636.787598
	Iteration 12Q: 3 clusters Score -1343832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1343999.875000 Penalty: 4636.787598
	Iteration 13Q: 3 clusters Score -1344000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1344124.625000 Penalty: 4636.787598
	Iteration 14Q: 3 clusters Score -1344125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1344203.625000 Penalty: 4636.787598
	Iteration 15Q: 3 clusters Score -1344204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1344251.625000 Penalty: 4636.787598
	Iteration 16Q: 3 clusters Score -1344252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1344276.375000 Penalty: 4636.787598
	Iteration 17Q: 3 clusters Score -1344276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1344293.750000 Penalty: 4636.787598
	Iteration 18Q: 3 clusters Score -1344294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1344312.000000 Penalty: 4636.787598
	Iteration 19Q: 3 clusters Score -1344312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1344324.750000 Penalty: 4636.787598
	Iteration 20F: 3 clusters Score -1344325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1344336.875000 Penalty: 4636.787598
	Iteration 21Q: 3 clusters Score -1344337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1344343.250000 Penalty: 4636.787598
	Iteration 22Q: 3 clusters Score -1344343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1344353.125000 Penalty: 4636.787598
	Iteration 23Q: 3 clusters Score -1344353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1344354.375000 Penalty: 4636.787598
	Iteration 24Q: 3 clusters Score -1344354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1344356.750000 Penalty: 4636.787598
	Iteration 25Q: 3 clusters Score -1344357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1344358.625000 Penalty: 4636.787598
	Iteration 26Q: 3 clusters Score -1344359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1344358.500000 Penalty: 4636.787598
	Iteration 27Q: 3 clusters Score -1344358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1344358.500000 Penalty: 4636.787598
	Iteration 28F: 3 clusters Score -1344358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -536816.500000 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -536816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -532432.375000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -532432.4 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -533802.500000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -533802.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -534307.687500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -534307.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -534891.250000 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -534891.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -535481.187500 Penalty: 4211.359375
	Iteration 4F: 3 clusters Score -535481.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -535880.812500 Penalty: 4211.359375
	Iteration 5F: 3 clusters Score -535880.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -536152.687500 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -536152.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -536344.500000 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -536344.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -536436.812500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -536436.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -536491.562500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -536491.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -536528.812500 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -536528.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -536558.937500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -536558.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -536583.812500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -536583.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -536602.187500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -536602.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -536619.500000 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -536619.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -536630.312500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -536630.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -536642.187500 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -536642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -536655.125000 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -536655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -536663.125000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -536663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -536673.375000 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -536673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -536678.687500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -536678.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -536685.312500 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -536685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -536689.750000 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -536689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -536693.687500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -536693.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -536698.000000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -536698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -536702.437500 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -536702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -536706.437500 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -536706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -536711.437500 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -536711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -536714.187500 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -536714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -536718.437500 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -536718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -536727.250000 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -536727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -536731.812500 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -536731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -536735.250000 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -536735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -536739.937500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -536739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -536745.937500 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -536745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -536755.062500 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -536755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -536762.562500 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -536762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -536771.812500 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -536771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -536779.750000 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -536779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -536785.000000 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -536785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -536792.562500 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -536792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -536798.562500 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -536798.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -536806.062500 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -536806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -536808.687500 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -536808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -536813.000000 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -536813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -536817.437500 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -536817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -536822.750000 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -536822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -536824.750000 Penalty: 4211.359375
	Iteration 47Q: 3 clusters Score -536824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -536827.062500 Penalty: 4211.359375
	Iteration 48Q: 3 clusters Score -536827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -536828.812500 Penalty: 4211.359375
	Iteration 49Q: 3 clusters Score -536828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -536828.750000 Penalty: 4211.359375
	Iteration 50Q: 3 clusters Score -536828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -536830.187500 Penalty: 4211.359375
	Iteration 51Q: 3 clusters Score -536830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -536833.375000 Penalty: 4211.359375
	Iteration 52Q: 3 clusters Score -536833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -536834.437500 Penalty: 4211.359375
	Iteration 53Q: 3 clusters Score -536834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -536836.187500 Penalty: 4211.359375
	Iteration 54Q: 3 clusters Score -536836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -536837.937500 Penalty: 4211.359375
	Iteration 55Q: 3 clusters Score -536837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -536838.312500 Penalty: 4211.359375
	Iteration 56Q: 3 clusters Score -536838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -536838.437500 Penalty: 4211.359375
	Iteration 57Q: 3 clusters Score -536838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -536839.187500 Penalty: 4211.359375
	Iteration 58Q: 3 clusters Score -536839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -536840.687500 Penalty: 4211.359375
	Iteration 59Q: 3 clusters Score -536840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -536844.125000 Penalty: 4211.359375
	Iteration 60F: 3 clusters Score -536844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -536846.500000 Penalty: 4211.359375
	Iteration 61Q: 3 clusters Score -536846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -536848.250000 Penalty: 4211.359375
	Iteration 62Q: 3 clusters Score -536848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -536848.937500 Penalty: 4211.359375
	Iteration 63Q: 3 clusters Score -536848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -536849.500000 Penalty: 4211.359375
	Iteration 64Q: 3 clusters Score -536849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -536849.500000 Penalty: 4211.359375
	Iteration 65F: 3 clusters Score -536849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8668 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 84883 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77607 members 
Mstep: Class 23 contains 8143 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 5037 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 2007 members 
Entering Unmasked Estep 
Score: -45036248.000000 Penalty: 92645.625000
Splitting cluster 4 changes total score from -45037220.000000 to -45036248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -421395.531250 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -421395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -417757.281250 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -417757.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -418751.812500 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -418751.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -419093.937500 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -419093.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -419351.375000 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -419351.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -419522.281250 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -419522.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -419685.562500 Penalty: 4075.983398
	Iteration 5Q: 3 clusters Score -419685.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -419807.937500 Penalty: 4075.983398
	Iteration 6Q: 3 clusters Score -419807.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -419889.281250 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -419889.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -419952.218750 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -419952.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -419994.500000 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -419994.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420023.437500 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -420023.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -420048.375000 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -420048.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -420084.437500 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -420084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -420130.343750 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -420130.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -420196.687500 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -420196.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -420265.562500 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -420265.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -420313.500000 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -420313.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -420347.843750 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -420347.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -420365.000000 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -420365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420374.718750 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -420374.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -420384.250000 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -420384.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -420394.406250 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -420394.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -420396.937500 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -420396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -420398.062500 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -420398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -420399.218750 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -420399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -420400.687500 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -420400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -420401.000000 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -420401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -420403.031250 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -420403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420404.312500 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -420404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -420406.281250 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -420406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -420407.375000 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -420407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -420410.218750 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -420410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -420411.906250 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -420411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -420412.250000 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -420412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -420413.531250 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -420413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420413.343750 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -420413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -420414.125000 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -420414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420416.906250 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -420416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420417.687500 Penalty: 4075.983398
	Iteration 38Q: 3 clusters Score -420417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420417.687500 Penalty: 4075.983398
	Iteration 39F: 3 clusters Score -420417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -499286.968750 Penalty: 2081.405273
	Iteration 0F: 2 clusters Score -499287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -495147.718750 Penalty: 4162.810547
	Iteration 0F: 3 clusters Score -495147.7 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -496213.937500 Penalty: 4162.810547
	Iteration 1F: 3 clusters Score -496213.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -496460.125000 Penalty: 4162.810547
	Iteration 2F: 3 clusters Score -496460.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -496618.625000 Penalty: 4162.810547
	Iteration 3F: 3 clusters Score -496618.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -496738.625000 Penalty: 4162.810547
	Iteration 4Q: 3 clusters Score -496738.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -496835.156250 Penalty: 4162.810547
	Iteration 5Q: 3 clusters Score -496835.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -496908.375000 Penalty: 4162.810547
	Iteration 6Q: 3 clusters Score -496908.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -496959.687500 Penalty: 4162.810547
	Iteration 7Q: 3 clusters Score -496959.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -496996.250000 Penalty: 4162.810547
	Iteration 8Q: 3 clusters Score -496996.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -497030.625000 Penalty: 4162.810547
	Iteration 9Q: 3 clusters Score -497030.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -497074.750000 Penalty: 4162.810547
	Iteration 10Q: 3 clusters Score -497074.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -497109.187500 Penalty: 4162.810547
	Iteration 11Q: 3 clusters Score -497109.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -497142.187500 Penalty: 4162.810547
	Iteration 12Q: 3 clusters Score -497142.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -497182.656250 Penalty: 4162.810547
	Iteration 13Q: 3 clusters Score -497182.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -497242.031250 Penalty: 4162.810547
	Iteration 14Q: 3 clusters Score -497242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -497316.875000 Penalty: 4162.810547
	Iteration 15Q: 3 clusters Score -497316.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -497437.937500 Penalty: 4162.810547
	Iteration 16Q: 3 clusters Score -497437.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -497639.062500 Penalty: 4162.810547
	Iteration 17Q: 3 clusters Score -497639.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -497919.281250 Penalty: 4162.810547
	Iteration 18Q: 3 clusters Score -497919.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -498062.812500 Penalty: 4162.810547
	Iteration 19Q: 3 clusters Score -498062.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -498183.000000 Penalty: 4162.810547
	Iteration 20F: 3 clusters Score -498183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -498263.187500 Penalty: 4162.810547
	Iteration 21Q: 3 clusters Score -498263.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -498329.156250 Penalty: 4162.810547
	Iteration 22Q: 3 clusters Score -498329.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -498380.062500 Penalty: 4162.810547
	Iteration 23Q: 3 clusters Score -498380.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -498425.750000 Penalty: 4162.810547
	Iteration 24Q: 3 clusters Score -498425.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -498463.468750 Penalty: 4162.810547
	Iteration 25Q: 3 clusters Score -498463.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -498494.843750 Penalty: 4162.810547
	Iteration 26Q: 3 clusters Score -498494.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -498523.875000 Penalty: 4162.810547
	Iteration 27Q: 3 clusters Score -498523.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -498547.062500 Penalty: 4162.810547
	Iteration 28Q: 3 clusters Score -498547.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -498564.750000 Penalty: 4162.810547
	Iteration 29Q: 3 clusters Score -498564.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -498579.125000 Penalty: 4162.810547
	Iteration 30Q: 3 clusters Score -498579.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -498586.437500 Penalty: 4162.810547
	Iteration 31Q: 3 clusters Score -498586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -498594.062500 Penalty: 4162.810547
	Iteration 32Q: 3 clusters Score -498594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -498599.468750 Penalty: 4162.810547
	Iteration 33Q: 3 clusters Score -498599.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -498607.718750 Penalty: 4162.810547
	Iteration 34Q: 3 clusters Score -498607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -498611.437500 Penalty: 4162.810547
	Iteration 35Q: 3 clusters Score -498611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -498612.750000 Penalty: 4162.810547
	Iteration 36Q: 3 clusters Score -498612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -498614.781250 Penalty: 4162.810547
	Iteration 37Q: 3 clusters Score -498614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -498617.062500 Penalty: 4162.810547
	Iteration 38Q: 3 clusters Score -498617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -498622.687500 Penalty: 4162.810547
	Iteration 39Q: 3 clusters Score -498622.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -498626.750000 Penalty: 4162.810547
	Iteration 40F: 3 clusters Score -498626.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -498631.593750 Penalty: 4162.810547
	Iteration 41Q: 3 clusters Score -498631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -498635.750000 Penalty: 4162.810547
	Iteration 42Q: 3 clusters Score -498635.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -498642.843750 Penalty: 4162.810547
	Iteration 43Q: 3 clusters Score -498642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -498651.468750 Penalty: 4162.810547
	Iteration 44Q: 3 clusters Score -498651.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -498659.593750 Penalty: 4162.810547
	Iteration 45Q: 3 clusters Score -498659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -498670.843750 Penalty: 4162.810547
	Iteration 46Q: 3 clusters Score -498670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -498680.125000 Penalty: 4162.810547
	Iteration 47Q: 3 clusters Score -498680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -498685.593750 Penalty: 4162.810547
	Iteration 48Q: 3 clusters Score -498685.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -498692.187500 Penalty: 4162.810547
	Iteration 49Q: 3 clusters Score -498692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -498699.687500 Penalty: 4162.810547
	Iteration 50Q: 3 clusters Score -498699.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -498704.437500 Penalty: 4162.810547
	Iteration 51Q: 3 clusters Score -498704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -498707.281250 Penalty: 4162.810547
	Iteration 52Q: 3 clusters Score -498707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -498708.718750 Penalty: 4162.810547
	Iteration 53Q: 3 clusters Score -498708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -498708.531250 Penalty: 4162.810547
	Iteration 54Q: 3 clusters Score -498708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -498708.187500 Penalty: 4162.810547
	Iteration 55Q: 3 clusters Score -498708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -498708.187500 Penalty: 4162.810547
	Iteration 56F: 3 clusters Score -498708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Entering Unmasked Estep 
Score: -1769086.000000 Penalty: 2382.010010
	Iteration 0F: 2 clusters Score -1769086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1758297.125000 Penalty: 4764.020020
	Iteration 0F: 3 clusters Score -1758297 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1761671.750000 Penalty: 4764.020020
	Iteration 1F: 3 clusters Score -1761672 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1762099.375000 Penalty: 4764.020020
	Iteration 2F: 3 clusters Score -1762099 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1762407.250000 Penalty: 4764.020020
	Iteration 3F: 3 clusters Score -1762407 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1762661.625000 Penalty: 4764.020020
	Iteration 4Q: 3 clusters Score -1762662 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1762900.875000 Penalty: 4764.020020
	Iteration 5Q: 3 clusters Score -1762901 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1763145.375000 Penalty: 4764.020020
	Iteration 6Q: 3 clusters Score -1763145 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1763422.625000 Penalty: 4764.020020
	Iteration 7Q: 3 clusters Score -1763423 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1763719.750000 Penalty: 4764.020020
	Iteration 8Q: 3 clusters Score -1763720 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1764031.125000 Penalty: 4764.020020
	Iteration 9Q: 3 clusters Score -1764031 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1764367.750000 Penalty: 4764.020020
	Iteration 10Q: 3 clusters Score -1764368 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1764746.000000 Penalty: 4764.020020
	Iteration 11Q: 3 clusters Score -1764746 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1765086.000000 Penalty: 4764.020020
	Iteration 12Q: 3 clusters Score -1765086 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1765375.875000 Penalty: 4764.020020
	Iteration 13Q: 3 clusters Score -1765376 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1765604.375000 Penalty: 4764.020020
	Iteration 14Q: 3 clusters Score -1765604 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1765803.750000 Penalty: 4764.020020
	Iteration 15Q: 3 clusters Score -1765804 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1765956.000000 Penalty: 4764.020020
	Iteration 16Q: 3 clusters Score -1765956 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1766101.375000 Penalty: 4764.020020
	Iteration 17Q: 3 clusters Score -1766101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1766242.375000 Penalty: 4764.020020
	Iteration 18Q: 3 clusters Score -1766242 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1766373.250000 Penalty: 4764.020020
	Iteration 19Q: 3 clusters Score -1766373 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1766490.500000 Penalty: 4764.020020
	Iteration 20F: 3 clusters Score -1766490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1766586.375000 Penalty: 4764.020020
	Iteration 21Q: 3 clusters Score -1766586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1766661.750000 Penalty: 4764.020020
	Iteration 22Q: 3 clusters Score -1766662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1766728.000000 Penalty: 4764.020020
	Iteration 23Q: 3 clusters Score -1766728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1766778.000000 Penalty: 4764.020020
	Iteration 24Q: 3 clusters Score -1766778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1766819.125000 Penalty: 4764.020020
	Iteration 25Q: 3 clusters Score -1766819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1766847.000000 Penalty: 4764.020020
	Iteration 26Q: 3 clusters Score -1766847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1766874.750000 Penalty: 4764.020020
	Iteration 27Q: 3 clusters Score -1766875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1766895.750000 Penalty: 4764.020020
	Iteration 28Q: 3 clusters Score -1766896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1766915.625000 Penalty: 4764.020020
	Iteration 29Q: 3 clusters Score -1766916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1766935.000000 Penalty: 4764.020020
	Iteration 30Q: 3 clusters Score -1766935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1766955.750000 Penalty: 4764.020020
	Iteration 31Q: 3 clusters Score -1766956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1766965.250000 Penalty: 4764.020020
	Iteration 32Q: 3 clusters Score -1766965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1766977.000000 Penalty: 4764.020020
	Iteration 33Q: 3 clusters Score -1766977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1766991.625000 Penalty: 4764.020020
	Iteration 34Q: 3 clusters Score -1766992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1766997.375000 Penalty: 4764.020020
	Iteration 35Q: 3 clusters Score -1766997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1767000.500000 Penalty: 4764.020020
	Iteration 36Q: 3 clusters Score -1767000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1767005.875000 Penalty: 4764.020020
	Iteration 37Q: 3 clusters Score -1767006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1767010.125000 Penalty: 4764.020020
	Iteration 38Q: 3 clusters Score -1767010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1767015.375000 Penalty: 4764.020020
	Iteration 39Q: 3 clusters Score -1767015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1767018.000000 Penalty: 4764.020020
	Iteration 40F: 3 clusters Score -1767018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1767027.375000 Penalty: 4764.020020
	Iteration 41Q: 3 clusters Score -1767027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1767029.500000 Penalty: 4764.020020
	Iteration 42Q: 3 clusters Score -1767030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1767031.125000 Penalty: 4764.020020
	Iteration 43Q: 3 clusters Score -1767031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1767030.625000 Penalty: 4764.020020
	Iteration 44Q: 3 clusters Score -1767031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1767030.625000 Penalty: 4764.020020
	Iteration 45F: 3 clusters Score -1767031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -554302.562500 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -554302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -549783.562500 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -549783.6 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -551029.437500 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -551029.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -551325.937500 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -551325.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -551519.875000 Penalty: 4218.338867
	Iteration 3F: 3 clusters Score -551519.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -551663.687500 Penalty: 4218.338867
	Iteration 4Q: 3 clusters Score -551663.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -551774.812500 Penalty: 4218.338867
	Iteration 5Q: 3 clusters Score -551774.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -551873.625000 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -551873.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -551977.562500 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -551977.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -552074.750000 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -552074.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552185.375000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -552185.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -552290.312500 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -552290.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -552371.500000 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -552371.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -552448.187500 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -552448.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -552518.875000 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -552518.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -552582.750000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -552582.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -552634.937500 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -552634.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -552682.750000 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -552682.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -552723.687500 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -552723.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -552755.875000 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -552755.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -552781.750000 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -552781.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -552798.875000 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -552798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -552816.250000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -552816.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -552835.250000 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -552835.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -552846.500000 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -552846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -552855.187500 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -552855.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -552858.687500 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -552858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -552863.562500 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -552863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -552867.375000 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -552867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -552871.375000 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -552871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -552874.687500 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -552874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -552876.562500 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -552876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -552877.375000 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -552877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -552878.312500 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -552878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -552878.937500 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -552878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -552879.562500 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -552879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -552879.937500 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -552879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -552882.125000 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -552882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -552882.625000 Penalty: 4218.338867
	Iteration 37Q: 3 clusters Score -552882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -552884.937500 Penalty: 4218.338867
	Iteration 38Q: 3 clusters Score -552884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -552885.687500 Penalty: 4218.338867
	Iteration 39Q: 3 clusters Score -552885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -552887.812500 Penalty: 4218.338867
	Iteration 40F: 3 clusters Score -552887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -552888.375000 Penalty: 4218.338867
	Iteration 41Q: 3 clusters Score -552888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -552888.375000 Penalty: 4218.338867
	Iteration 42F: 3 clusters Score -552888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -888884.500000 Penalty: 2218.216064
	Iteration 0F: 2 clusters Score -888884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -882734.312500 Penalty: 4436.432129
	Iteration 0F: 3 clusters Score -882734.3 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -884420.875000 Penalty: 4436.432129
	Iteration 1F: 3 clusters Score -884420.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -884835.500000 Penalty: 4436.432129
	Iteration 2F: 3 clusters Score -884835.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -885239.500000 Penalty: 4436.432129
	Iteration 3F: 3 clusters Score -885239.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -885678.500000 Penalty: 4436.432129
	Iteration 4F: 3 clusters Score -885678.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -886147.187500 Penalty: 4436.432129
	Iteration 5F: 3 clusters Score -886147.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -886514.125000 Penalty: 4436.432129
	Iteration 6F: 3 clusters Score -886514.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -886737.562500 Penalty: 4436.432129
	Iteration 7Q: 3 clusters Score -886737.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -886869.125000 Penalty: 4436.432129
	Iteration 8Q: 3 clusters Score -886869.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -886931.312500 Penalty: 4436.432129
	Iteration 9Q: 3 clusters Score -886931.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -886982.625000 Penalty: 4436.432129
	Iteration 10Q: 3 clusters Score -886982.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -887018.437500 Penalty: 4436.432129
	Iteration 11Q: 3 clusters Score -887018.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -887045.812500 Penalty: 4436.432129
	Iteration 12Q: 3 clusters Score -887045.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -887068.187500 Penalty: 4436.432129
	Iteration 13Q: 3 clusters Score -887068.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -887081.250000 Penalty: 4436.432129
	Iteration 14Q: 3 clusters Score -887081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -887090.500000 Penalty: 4436.432129
	Iteration 15Q: 3 clusters Score -887090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -887097.250000 Penalty: 4436.432129
	Iteration 16Q: 3 clusters Score -887097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -887102.937500 Penalty: 4436.432129
	Iteration 17Q: 3 clusters Score -887102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -887109.937500 Penalty: 4436.432129
	Iteration 18Q: 3 clusters Score -887109.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -887116.812500 Penalty: 4436.432129
	Iteration 19Q: 3 clusters Score -887116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -887117.750000 Penalty: 4436.432129
	Iteration 20F: 3 clusters Score -887117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -887123.187500 Penalty: 4436.432129
	Iteration 21Q: 3 clusters Score -887123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -887127.937500 Penalty: 4436.432129
	Iteration 22Q: 3 clusters Score -887127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -887130.062500 Penalty: 4436.432129
	Iteration 23Q: 3 clusters Score -887130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -887133.312500 Penalty: 4436.432129
	Iteration 24Q: 3 clusters Score -887133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -887135.187500 Penalty: 4436.432129
	Iteration 25Q: 3 clusters Score -887135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -887137.562500 Penalty: 4436.432129
	Iteration 26Q: 3 clusters Score -887137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -887143.062500 Penalty: 4436.432129
	Iteration 27Q: 3 clusters Score -887143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -887148.062500 Penalty: 4436.432129
	Iteration 28Q: 3 clusters Score -887148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -887151.437500 Penalty: 4436.432129
	Iteration 29Q: 3 clusters Score -887151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -887157.187500 Penalty: 4436.432129
	Iteration 30Q: 3 clusters Score -887157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -887162.687500 Penalty: 4436.432129
	Iteration 31Q: 3 clusters Score -887162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -887169.500000 Penalty: 4436.432129
	Iteration 32Q: 3 clusters Score -887169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -887174.437500 Penalty: 4436.432129
	Iteration 33Q: 3 clusters Score -887174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -887180.062500 Penalty: 4436.432129
	Iteration 34Q: 3 clusters Score -887180.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -887184.500000 Penalty: 4436.432129
	Iteration 35Q: 3 clusters Score -887184.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -887189.312500 Penalty: 4436.432129
	Iteration 36Q: 3 clusters Score -887189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -887194.125000 Penalty: 4436.432129
	Iteration 37Q: 3 clusters Score -887194.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -887198.250000 Penalty: 4436.432129
	Iteration 38Q: 3 clusters Score -887198.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -887203.312500 Penalty: 4436.432129
	Iteration 39Q: 3 clusters Score -887203.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -887208.812500 Penalty: 4436.432129
	Iteration 40F: 3 clusters Score -887208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -887213.250000 Penalty: 4436.432129
	Iteration 41Q: 3 clusters Score -887213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -887217.062500 Penalty: 4436.432129
	Iteration 42Q: 3 clusters Score -887217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -887217.687500 Penalty: 4436.432129
	Iteration 43Q: 3 clusters Score -887217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -887222.500000 Penalty: 4436.432129
	Iteration 44Q: 3 clusters Score -887222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -887223.500000 Penalty: 4436.432129
	Iteration 45Q: 3 clusters Score -887223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -887225.750000 Penalty: 4436.432129
	Iteration 46Q: 3 clusters Score -887225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -887226.562500 Penalty: 4436.432129
	Iteration 47Q: 3 clusters Score -887226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -887228.750000 Penalty: 4436.432129
	Iteration 48Q: 3 clusters Score -887228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -887229.750000 Penalty: 4436.432129
	Iteration 49Q: 3 clusters Score -887229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -887230.812500 Penalty: 4436.432129
	Iteration 50Q: 3 clusters Score -887230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -887233.062500 Penalty: 4436.432129
	Iteration 51Q: 3 clusters Score -887233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -887231.687500 Penalty: 4436.432129
	Iteration 52Q: 3 clusters Score -887231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -887231.562500 Penalty: 4436.432129
	Iteration 53Q: 3 clusters Score -887231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -887231.562500 Penalty: 4436.432129
	Iteration 54F: 3 clusters Score -887231.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -800942.687500 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -800942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -795234.562500 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -795234.6 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -796751.812500 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -796751.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -797092.000000 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -797092 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -797359.687500 Penalty: 4383.921387
	Iteration 3F: 3 clusters Score -797359.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -797615.437500 Penalty: 4383.921387
	Iteration 4F: 3 clusters Score -797615.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -797850.125000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -797850.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -798060.250000 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -798060.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -798246.812500 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -798246.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -798439.437500 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -798439.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -798617.687500 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -798617.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -798767.875000 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -798767.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -798921.500000 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -798921.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -799126.187500 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -799126.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -799574.000000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -799574 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -800527.812500 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -800527.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -801165.437500 Penalty: 4383.921387
	Iteration 15F: 3 clusters Score -801165.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -801469.375000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -801469.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -801694.062500 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -801694.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -801849.312500 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -801849.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -801971.750000 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -801971.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -802093.500000 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -802093.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -802208.812500 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -802208.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -802371.250000 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -802371.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -802457.625000 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -802457.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -802501.750000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -802501.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -802527.562500 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -802527.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -802547.000000 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -802547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -802556.062500 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -802556.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -802568.187500 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -802568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -802580.000000 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -802580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -802592.000000 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -802592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -802598.375000 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -802598.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -802607.687500 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -802607.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -802617.062500 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -802617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -802619.750000 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -802619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -802623.000000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -802623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -802627.062500 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -802627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -802630.875000 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -802630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -802635.562500 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -802635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -802642.437500 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -802642.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -802650.062500 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -802650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -802654.250000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -802654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -802658.187500 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -802658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -802660.625000 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -802660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -802666.875000 Penalty: 4383.921387
	Iteration 44Q: 3 clusters Score -802666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -802667.375000 Penalty: 4383.921387
	Iteration 45Q: 3 clusters Score -802667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -802669.750000 Penalty: 4383.921387
	Iteration 46Q: 3 clusters Score -802669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -802670.937500 Penalty: 4383.921387
	Iteration 47Q: 3 clusters Score -802670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -802672.562500 Penalty: 4383.921387
	Iteration 48Q: 3 clusters Score -802672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -802674.625000 Penalty: 4383.921387
	Iteration 49Q: 3 clusters Score -802674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -802675.500000 Penalty: 4383.921387
	Iteration 50Q: 3 clusters Score -802675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -802678.812500 Penalty: 4383.921387
	Iteration 51Q: 3 clusters Score -802678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -802680.625000 Penalty: 4383.921387
	Iteration 52Q: 3 clusters Score -802680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -802681.187500 Penalty: 4383.921387
	Iteration 53Q: 3 clusters Score -802681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -802683.187500 Penalty: 4383.921387
	Iteration 54Q: 3 clusters Score -802683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -802683.500000 Penalty: 4383.921387
	Iteration 55Q: 3 clusters Score -802683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -802683.500000 Penalty: 4383.921387
	Iteration 56F: 3 clusters Score -802683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8668 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 84883 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77607 members 
Mstep: Class 23 contains 8143 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 5037 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 4651 members 
Entering Unmasked Estep 
Score: -45037972.000000 Penalty: 92645.625000
Splitting cluster 10 changes total score from -45037220.000000 to -45037972.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -549250.000000 Penalty: 2106.848389
	Iteration 0F: 2 clusters Score -549250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -544758.937500 Penalty: 4213.696777
	Iteration 0F: 3 clusters Score -544758.9 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -545834.750000 Penalty: 4213.696777
	Iteration 1F: 3 clusters Score -545834.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -546124.812500 Penalty: 4213.696777
	Iteration 2F: 3 clusters Score -546124.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -546347.000000 Penalty: 4213.696777
	Iteration 3F: 3 clusters Score -546347 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -546551.562500 Penalty: 4213.696777
	Iteration 4Q: 3 clusters Score -546551.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -546694.250000 Penalty: 4213.696777
	Iteration 5Q: 3 clusters Score -546694.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -546786.312500 Penalty: 4213.696777
	Iteration 6Q: 3 clusters Score -546786.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -546862.062500 Penalty: 4213.696777
	Iteration 7Q: 3 clusters Score -546862.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -546934.562500 Penalty: 4213.696777
	Iteration 8Q: 3 clusters Score -546934.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -547006.250000 Penalty: 4213.696777
	Iteration 9Q: 3 clusters Score -547006.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -547067.562500 Penalty: 4213.696777
	Iteration 10Q: 3 clusters Score -547067.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -547117.625000 Penalty: 4213.696777
	Iteration 11Q: 3 clusters Score -547117.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -547168.312500 Penalty: 4213.696777
	Iteration 12Q: 3 clusters Score -547168.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -547224.562500 Penalty: 4213.696777
	Iteration 13Q: 3 clusters Score -547224.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -547276.250000 Penalty: 4213.696777
	Iteration 14Q: 3 clusters Score -547276.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -547328.750000 Penalty: 4213.696777
	Iteration 15Q: 3 clusters Score -547328.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -547371.687500 Penalty: 4213.696777
	Iteration 16Q: 3 clusters Score -547371.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -547401.875000 Penalty: 4213.696777
	Iteration 17Q: 3 clusters Score -547401.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -547430.187500 Penalty: 4213.696777
	Iteration 18Q: 3 clusters Score -547430.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -547466.375000 Penalty: 4213.696777
	Iteration 19Q: 3 clusters Score -547466.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -547501.375000 Penalty: 4213.696777
	Iteration 20F: 3 clusters Score -547501.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -547533.812500 Penalty: 4213.696777
	Iteration 21Q: 3 clusters Score -547533.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -547575.625000 Penalty: 4213.696777
	Iteration 22Q: 3 clusters Score -547575.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -547606.875000 Penalty: 4213.696777
	Iteration 23Q: 3 clusters Score -547606.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -547631.000000 Penalty: 4213.696777
	Iteration 24Q: 3 clusters Score -547631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -547659.437500 Penalty: 4213.696777
	Iteration 25Q: 3 clusters Score -547659.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -547679.562500 Penalty: 4213.696777
	Iteration 26Q: 3 clusters Score -547679.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -547699.875000 Penalty: 4213.696777
	Iteration 27Q: 3 clusters Score -547699.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -547717.625000 Penalty: 4213.696777
	Iteration 28Q: 3 clusters Score -547717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -547734.875000 Penalty: 4213.696777
	Iteration 29Q: 3 clusters Score -547734.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -547753.250000 Penalty: 4213.696777
	Iteration 30Q: 3 clusters Score -547753.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -547776.312500 Penalty: 4213.696777
	Iteration 31Q: 3 clusters Score -547776.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -547789.562500 Penalty: 4213.696777
	Iteration 32Q: 3 clusters Score -547789.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -547811.625000 Penalty: 4213.696777
	Iteration 33Q: 3 clusters Score -547811.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -547826.937500 Penalty: 4213.696777
	Iteration 34Q: 3 clusters Score -547826.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -547843.812500 Penalty: 4213.696777
	Iteration 35Q: 3 clusters Score -547843.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -547853.625000 Penalty: 4213.696777
	Iteration 36Q: 3 clusters Score -547853.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -547861.687500 Penalty: 4213.696777
	Iteration 37Q: 3 clusters Score -547861.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -547870.000000 Penalty: 4213.696777
	Iteration 38Q: 3 clusters Score -547870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -547883.187500 Penalty: 4213.696777
	Iteration 39Q: 3 clusters Score -547883.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -547888.812500 Penalty: 4213.696777
	Iteration 40F: 3 clusters Score -547888.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -547892.875000 Penalty: 4213.696777
	Iteration 41Q: 3 clusters Score -547892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -547898.437500 Penalty: 4213.696777
	Iteration 42Q: 3 clusters Score -547898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -547904.687500 Penalty: 4213.696777
	Iteration 43Q: 3 clusters Score -547904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -547911.500000 Penalty: 4213.696777
	Iteration 44Q: 3 clusters Score -547911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -547918.937500 Penalty: 4213.696777
	Iteration 45Q: 3 clusters Score -547918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -547929.750000 Penalty: 4213.696777
	Iteration 46Q: 3 clusters Score -547929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -547941.187500 Penalty: 4213.696777
	Iteration 47Q: 3 clusters Score -547941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -547949.375000 Penalty: 4213.696777
	Iteration 48Q: 3 clusters Score -547949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -547955.437500 Penalty: 4213.696777
	Iteration 49Q: 3 clusters Score -547955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -547958.875000 Penalty: 4213.696777
	Iteration 50Q: 3 clusters Score -547958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -547961.250000 Penalty: 4213.696777
	Iteration 51Q: 3 clusters Score -547961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -547964.562500 Penalty: 4213.696777
	Iteration 52Q: 3 clusters Score -547964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -547966.875000 Penalty: 4213.696777
	Iteration 53Q: 3 clusters Score -547966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -547967.250000 Penalty: 4213.696777
	Iteration 54Q: 3 clusters Score -547967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -547967.250000 Penalty: 4213.696777
	Iteration 55F: 3 clusters Score -547967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -657961.000000 Penalty: 2148.943848
	Iteration 0F: 2 clusters Score -657961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -652938.937500 Penalty: 4297.887695
	Iteration 0F: 3 clusters Score -652938.9 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -654300.625000 Penalty: 4297.887695
	Iteration 1F: 3 clusters Score -654300.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -654689.875000 Penalty: 4297.887695
	Iteration 2F: 3 clusters Score -654689.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -655089.375000 Penalty: 4297.887695
	Iteration 3F: 3 clusters Score -655089.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -655427.687500 Penalty: 4297.887695
	Iteration 4F: 3 clusters Score -655427.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -655693.687500 Penalty: 4297.887695
	Iteration 5F: 3 clusters Score -655693.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -655924.125000 Penalty: 4297.887695
	Iteration 6Q: 3 clusters Score -655924.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -656117.500000 Penalty: 4297.887695
	Iteration 7Q: 3 clusters Score -656117.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -656266.625000 Penalty: 4297.887695
	Iteration 8Q: 3 clusters Score -656266.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -656378.250000 Penalty: 4297.887695
	Iteration 9Q: 3 clusters Score -656378.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -656445.687500 Penalty: 4297.887695
	Iteration 10Q: 3 clusters Score -656445.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -656508.687500 Penalty: 4297.887695
	Iteration 11Q: 3 clusters Score -656508.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -656558.187500 Penalty: 4297.887695
	Iteration 12Q: 3 clusters Score -656558.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -656606.500000 Penalty: 4297.887695
	Iteration 13Q: 3 clusters Score -656606.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -656644.875000 Penalty: 4297.887695
	Iteration 14Q: 3 clusters Score -656644.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -656686.125000 Penalty: 4297.887695
	Iteration 15Q: 3 clusters Score -656686.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -656718.062500 Penalty: 4297.887695
	Iteration 16Q: 3 clusters Score -656718.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -656754.062500 Penalty: 4297.887695
	Iteration 17Q: 3 clusters Score -656754.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -656778.125000 Penalty: 4297.887695
	Iteration 18Q: 3 clusters Score -656778.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -656809.437500 Penalty: 4297.887695
	Iteration 19Q: 3 clusters Score -656809.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -656830.687500 Penalty: 4297.887695
	Iteration 20F: 3 clusters Score -656830.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -656850.000000 Penalty: 4297.887695
	Iteration 21Q: 3 clusters Score -656850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -656864.062500 Penalty: 4297.887695
	Iteration 22Q: 3 clusters Score -656864.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -656876.250000 Penalty: 4297.887695
	Iteration 23Q: 3 clusters Score -656876.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -656891.000000 Penalty: 4297.887695
	Iteration 24Q: 3 clusters Score -656891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -656902.625000 Penalty: 4297.887695
	Iteration 25Q: 3 clusters Score -656902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -656908.187500 Penalty: 4297.887695
	Iteration 26Q: 3 clusters Score -656908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -656911.687500 Penalty: 4297.887695
	Iteration 27Q: 3 clusters Score -656911.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -656916.625000 Penalty: 4297.887695
	Iteration 28Q: 3 clusters Score -656916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -656918.312500 Penalty: 4297.887695
	Iteration 29Q: 3 clusters Score -656918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -656923.562500 Penalty: 4297.887695
	Iteration 30Q: 3 clusters Score -656923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -656924.937500 Penalty: 4297.887695
	Iteration 31Q: 3 clusters Score -656924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -656925.687500 Penalty: 4297.887695
	Iteration 32Q: 3 clusters Score -656925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -656926.312500 Penalty: 4297.887695
	Iteration 33Q: 3 clusters Score -656926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -656927.250000 Penalty: 4297.887695
	Iteration 34Q: 3 clusters Score -656927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -656928.500000 Penalty: 4297.887695
	Iteration 35Q: 3 clusters Score -656928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -656928.000000 Penalty: 4297.887695
	Iteration 36Q: 3 clusters Score -656928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -656928.312500 Penalty: 4297.887695
	Iteration 37Q: 3 clusters Score -656928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -656928.312500 Penalty: 4297.887695
	Iteration 38F: 3 clusters Score -656928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -601176.375000 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -601176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -596435.937500 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -596435.9 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -597634.250000 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -597634.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -597921.125000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -597921.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -598129.375000 Penalty: 4252.773926
	Iteration 3F: 3 clusters Score -598129.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -598314.625000 Penalty: 4252.773926
	Iteration 4F: 3 clusters Score -598314.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -598470.812500 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -598470.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -598612.937500 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -598612.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -598720.812500 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -598720.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -598819.687500 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -598819.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -598920.562500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -598920.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -599015.250000 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -599015.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -599089.500000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -599089.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -599143.687500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -599143.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -599183.375000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -599183.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -599219.812500 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -599219.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -599245.000000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -599245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -599272.000000 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -599272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -599295.812500 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -599295.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -599323.312500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -599323.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -599354.500000 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -599354.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -599376.000000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -599376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -599400.375000 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -599400.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -599419.437500 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -599419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -599432.375000 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -599432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -599452.125000 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -599452.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -599469.812500 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -599469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -599492.062500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -599492.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -599525.187500 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -599525.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -599559.250000 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -599559.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -599590.312500 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -599590.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -599629.937500 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -599629.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -599685.562500 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -599685.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -599750.000000 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -599750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -599824.687500 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -599824.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -599894.312500 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -599894.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -599973.500000 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -599973.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -600042.875000 Penalty: 4252.773926
	Iteration 36Q: 3 clusters Score -600042.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -600093.562500 Penalty: 4252.773926
	Iteration 37Q: 3 clusters Score -600093.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -600126.812500 Penalty: 4252.773926
	Iteration 38Q: 3 clusters Score -600126.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -600152.937500 Penalty: 4252.773926
	Iteration 39Q: 3 clusters Score -600152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -600159.625000 Penalty: 4252.773926
	Iteration 40F: 3 clusters Score -600159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -600164.625000 Penalty: 4252.773926
	Iteration 41Q: 3 clusters Score -600164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -600169.500000 Penalty: 4252.773926
	Iteration 42Q: 3 clusters Score -600169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -600171.250000 Penalty: 4252.773926
	Iteration 43Q: 3 clusters Score -600171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -600173.437500 Penalty: 4252.773926
	Iteration 44Q: 3 clusters Score -600173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -600174.500000 Penalty: 4252.773926
	Iteration 45Q: 3 clusters Score -600174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -600173.562500 Penalty: 4252.773926
	Iteration 46Q: 3 clusters Score -600173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -600176.187500 Penalty: 4252.773926
	Iteration 47Q: 3 clusters Score -600176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -600176.375000 Penalty: 4252.773926
	Iteration 48Q: 3 clusters Score -600176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -600177.500000 Penalty: 4252.773926
	Iteration 49Q: 3 clusters Score -600177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -600176.875000 Penalty: 4252.773926
	Iteration 50Q: 3 clusters Score -600176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -600179.125000 Penalty: 4252.773926
	Iteration 51Q: 3 clusters Score -600179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -600178.562500 Penalty: 4252.773926
	Iteration 52Q: 3 clusters Score -600178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -600178.562500 Penalty: 4252.773926
	Iteration 53F: 3 clusters Score -600178.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -1773107.250000 Penalty: 2397.275879
	Iteration 0F: 2 clusters Score -1773107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1761664.375000 Penalty: 4794.551758
	Iteration 0F: 3 clusters Score -1761664 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1765437.250000 Penalty: 4794.551758
	Iteration 1F: 3 clusters Score -1765437 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1766124.000000 Penalty: 4794.551758
	Iteration 2F: 3 clusters Score -1766124 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1766822.875000 Penalty: 4794.551758
	Iteration 3F: 3 clusters Score -1766823 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1767612.500000 Penalty: 4794.551758
	Iteration 4F: 3 clusters Score -1767612 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1768386.500000 Penalty: 4794.551758
	Iteration 5F: 3 clusters Score -1768386 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1769152.625000 Penalty: 4794.551758
	Iteration 6F: 3 clusters Score -1769153 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1769892.000000 Penalty: 4794.551758
	Iteration 7F: 3 clusters Score -1769892 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1770482.500000 Penalty: 4794.551758
	Iteration 8Q: 3 clusters Score -1770482 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1770907.375000 Penalty: 4794.551758
	Iteration 9Q: 3 clusters Score -1770907 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1771198.250000 Penalty: 4794.551758
	Iteration 10Q: 3 clusters Score -1771198 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1771427.000000 Penalty: 4794.551758
	Iteration 11Q: 3 clusters Score -1771427 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1771611.500000 Penalty: 4794.551758
	Iteration 12Q: 3 clusters Score -1771612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1771733.875000 Penalty: 4794.551758
	Iteration 13Q: 3 clusters Score -1771734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1771808.125000 Penalty: 4794.551758
	Iteration 14Q: 3 clusters Score -1771808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1771857.875000 Penalty: 4794.551758
	Iteration 15Q: 3 clusters Score -1771858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1771880.500000 Penalty: 4794.551758
	Iteration 16Q: 3 clusters Score -1771880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1771903.625000 Penalty: 4794.551758
	Iteration 17Q: 3 clusters Score -1771904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1771936.375000 Penalty: 4794.551758
	Iteration 18Q: 3 clusters Score -1771936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1771976.250000 Penalty: 4794.551758
	Iteration 19Q: 3 clusters Score -1771976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1772002.375000 Penalty: 4794.551758
	Iteration 20F: 3 clusters Score -1772002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1772025.125000 Penalty: 4794.551758
	Iteration 21Q: 3 clusters Score -1772025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1772052.250000 Penalty: 4794.551758
	Iteration 22Q: 3 clusters Score -1772052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1772059.125000 Penalty: 4794.551758
	Iteration 23Q: 3 clusters Score -1772059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1772072.250000 Penalty: 4794.551758
	Iteration 24Q: 3 clusters Score -1772072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1772076.000000 Penalty: 4794.551758
	Iteration 25Q: 3 clusters Score -1772076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1772088.625000 Penalty: 4794.551758
	Iteration 26Q: 3 clusters Score -1772089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1772087.875000 Penalty: 4794.551758
	Iteration 27Q: 3 clusters Score -1772088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1772094.625000 Penalty: 4794.551758
	Iteration 28Q: 3 clusters Score -1772095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1772098.375000 Penalty: 4794.551758
	Iteration 29Q: 3 clusters Score -1772098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1772098.750000 Penalty: 4794.551758
	Iteration 30Q: 3 clusters Score -1772099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1772098.000000 Penalty: 4794.551758
	Iteration 31Q: 3 clusters Score -1772098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1772098.000000 Penalty: 4794.551758
	Iteration 32Q: 3 clusters Score -1772098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1772098.375000 Penalty: 4794.551758
	Iteration 33Q: 3 clusters Score -1772098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1772102.125000 Penalty: 4794.551758
	Iteration 34Q: 3 clusters Score -1772102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1772110.625000 Penalty: 4794.551758
	Iteration 35Q: 3 clusters Score -1772111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1772116.000000 Penalty: 4794.551758
	Iteration 36Q: 3 clusters Score -1772116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1772119.500000 Penalty: 4794.551758
	Iteration 37Q: 3 clusters Score -1772120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1772121.250000 Penalty: 4794.551758
	Iteration 38Q: 3 clusters Score -1772121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1772121.250000 Penalty: 4794.551758
	Iteration 39Q: 3 clusters Score -1772121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1772120.875000 Penalty: 4794.551758
	Iteration 40F: 3 clusters Score -1772121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1772124.875000 Penalty: 4794.551758
	Iteration 41Q: 3 clusters Score -1772125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1772125.125000 Penalty: 4794.551758
	Iteration 42Q: 3 clusters Score -1772125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1772124.875000 Penalty: 4794.551758
	Iteration 43Q: 3 clusters Score -1772125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1772127.250000 Penalty: 4794.551758
	Iteration 44Q: 3 clusters Score -1772127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1772126.625000 Penalty: 4794.551758
	Iteration 45Q: 3 clusters Score -1772127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1772130.875000 Penalty: 4794.551758
	Iteration 46Q: 3 clusters Score -1772131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1772135.375000 Penalty: 4794.551758
	Iteration 47Q: 3 clusters Score -1772135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1772138.625000 Penalty: 4794.551758
	Iteration 48Q: 3 clusters Score -1772139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1772138.750000 Penalty: 4794.551758
	Iteration 49Q: 3 clusters Score -1772139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1772139.125000 Penalty: 4794.551758
	Iteration 50Q: 3 clusters Score -1772139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1772137.375000 Penalty: 4794.551758
	Iteration 51Q: 3 clusters Score -1772137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1772139.125000 Penalty: 4794.551758
	Iteration 52Q: 3 clusters Score -1772139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1772140.750000 Penalty: 4794.551758
	Iteration 53Q: 3 clusters Score -1772141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1772139.625000 Penalty: 4794.551758
	Iteration 54Q: 3 clusters Score -1772140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1772145.500000 Penalty: 4794.551758
	Iteration 55Q: 3 clusters Score -1772146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1772145.875000 Penalty: 4794.551758
	Iteration 56Q: 3 clusters Score -1772146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1772143.125000 Penalty: 4794.551758
	Iteration 57Q: 3 clusters Score -1772143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1772143.875000 Penalty: 4794.551758
	Iteration 58Q: 3 clusters Score -1772144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1772143.875000 Penalty: 4794.551758
	Iteration 59F: 3 clusters Score -1772144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Entering Unmasked Estep 
Score: -7850602.000000 Penalty: 2751.503174
	Iteration 0F: 2 clusters Score -7850602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -7806284.500000 Penalty: 5503.006348
	Iteration 0F: 3 clusters Score -7806284 nChanged 30684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7823878.500000 Penalty: 5503.006348
	Iteration 1F: 3 clusters Score -7823878 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7824960.500000 Penalty: 5503.006348
	Iteration 2Q: 3 clusters Score -7824960 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -7826559.000000 Penalty: 5503.006348
	Iteration 3F: 3 clusters Score -7826559 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -7828948.000000 Penalty: 5503.006348
	Iteration 4F: 3 clusters Score -7828948 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -7832340.500000 Penalty: 5503.006348
	Iteration 5F: 3 clusters Score -7832340 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -7836583.500000 Penalty: 5503.006348
	Iteration 6F: 3 clusters Score -7836584 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7840766.000000 Penalty: 5503.006348
	Iteration 7F: 3 clusters Score -7840766 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -7844214.500000 Penalty: 5503.006348
	Iteration 8F: 3 clusters Score -7844214 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -7846234.500000 Penalty: 5503.006348
	Iteration 9Q: 3 clusters Score -7846234 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -7847238.000000 Penalty: 5503.006348
	Iteration 10Q: 3 clusters Score -7847238 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -7847696.500000 Penalty: 5503.006348
	Iteration 11Q: 3 clusters Score -7847696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -7847878.000000 Penalty: 5503.006348
	Iteration 12Q: 3 clusters Score -7847878 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -7848034.000000 Penalty: 5503.006348
	Iteration 13Q: 3 clusters Score -7848034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -7848101.000000 Penalty: 5503.006348
	Iteration 14Q: 3 clusters Score -7848101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -7848164.000000 Penalty: 5503.006348
	Iteration 15Q: 3 clusters Score -7848164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -7848183.500000 Penalty: 5503.006348
	Iteration 16Q: 3 clusters Score -7848184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -7848189.500000 Penalty: 5503.006348
	Iteration 17Q: 3 clusters Score -7848190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -7848208.500000 Penalty: 5503.006348
	Iteration 18Q: 3 clusters Score -7848208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -7848220.000000 Penalty: 5503.006348
	Iteration 19Q: 3 clusters Score -7848220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -7848225.500000 Penalty: 5503.006348
	Iteration 20F: 3 clusters Score -7848226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -7848244.000000 Penalty: 5503.006348
	Iteration 21Q: 3 clusters Score -7848244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -7848256.000000 Penalty: 5503.006348
	Iteration 22Q: 3 clusters Score -7848256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -7848258.500000 Penalty: 5503.006348
	Iteration 23Q: 3 clusters Score -7848258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7848263.500000 Penalty: 5503.006348
	Iteration 24Q: 3 clusters Score -7848264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -7848267.000000 Penalty: 5503.006348
	Iteration 25Q: 3 clusters Score -7848267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7848265.500000 Penalty: 5503.006348
	Iteration 26Q: 3 clusters Score -7848266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -7848269.500000 Penalty: 5503.006348
	Iteration 27Q: 3 clusters Score -7848270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -7848270.500000 Penalty: 5503.006348
	Iteration 28Q: 3 clusters Score -7848270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -7848281.000000 Penalty: 5503.006348
	Iteration 29Q: 3 clusters Score -7848281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -7848281.000000 Penalty: 5503.006348
	Iteration 30Q: 3 clusters Score -7848281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -7848281.000000 Penalty: 5503.006348
	Iteration 31F: 3 clusters Score -7848281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -320412.812500 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -320412.8 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 1666 members 
Entering Unmasked Estep 
Score: -317060.562500 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -317060.6 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -318065.343750 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -318065.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -318538.687500 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -318538.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -319046.843750 Penalty: 4007.029541
	Iteration 3F: 3 clusters Score -319046.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -319433.468750 Penalty: 4007.029541
	Iteration 4F: 3 clusters Score -319433.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -319595.250000 Penalty: 4007.029541
	Iteration 5Q: 3 clusters Score -319595.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -319679.593750 Penalty: 4007.029541
	Iteration 6Q: 3 clusters Score -319679.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -319718.750000 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -319718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -319739.156250 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -319739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -319752.218750 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -319752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -319758.750000 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -319758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -319764.906250 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -319764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -319767.937500 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -319767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -319769.750000 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -319769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -319771.718750 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -319771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -319776.375000 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -319776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -319778.656250 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -319778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -319780.093750 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -319780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -319781.031250 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -319781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -319781.187500 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -319781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -319783.281250 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -319783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -319783.500000 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -319783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -319784.500000 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -319784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -319785.656250 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -319785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -319788.125000 Penalty: 4007.029541
	Iteration 24Q: 3 clusters Score -319788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -319788.187500 Penalty: 4007.029541
	Iteration 25Q: 3 clusters Score -319788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -319788.187500 Penalty: 4007.029541
	Iteration 26F: 3 clusters Score -319788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1019807.437500 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1019807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1012947.812500 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1012948 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1014987.625000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1014988 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1015608.500000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1015608 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1016369.812500 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1016370 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1017123.562500 Penalty: 4497.427246
	Iteration 4F: 3 clusters Score -1017124 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1017783.312500 Penalty: 4497.427246
	Iteration 5F: 3 clusters Score -1017783 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1018194.687500 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -1018195 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1018433.000000 Penalty: 4497.427246
	Iteration 7Q: 3 clusters Score -1018433 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1018581.125000 Penalty: 4497.427246
	Iteration 8Q: 3 clusters Score -1018581 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1018675.500000 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -1018676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1018726.875000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1018727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1018770.437500 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1018770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1018802.062500 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1018802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1018828.875000 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1018829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1018851.687500 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1018852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1018867.625000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1018868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1018880.812500 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1018881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1018893.500000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1018894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1018898.562500 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1018899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1018903.500000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1018904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1018910.625000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1018911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1018916.875000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1018917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1018921.937500 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1018922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1018928.312500 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1018928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1018934.687500 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1018935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1018938.875000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1018939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1018944.750000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1018945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1018948.062500 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1018948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1018949.187500 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1018949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1018951.562500 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1018952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1018951.812500 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -1018952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1018952.125000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -1018952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1018952.125000 Penalty: 4497.427246
	Iteration 32F: 3 clusters Score -1018952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -309259.656250 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -309259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -306104.656250 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -306104.7 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -306795.406250 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -306795.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -306982.718750 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -306982.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -307146.593750 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -307146.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307328.875000 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -307328.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307543.625000 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -307543.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -307738.093750 Penalty: 3952.801270
	Iteration 6F: 3 clusters Score -307738.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -307961.875000 Penalty: 3952.801270
	Iteration 7F: 3 clusters Score -307961.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -308093.656250 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -308093.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -308179.125000 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -308179.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -308231.500000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -308231.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -308263.687500 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -308263.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -308283.343750 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -308283.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -308305.750000 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -308305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -308318.781250 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -308318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -308328.500000 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -308328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -308332.468750 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -308332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -308334.500000 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -308334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -308335.187500 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -308335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -308336.312500 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -308336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -308336.312500 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -308336.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Entering Unmasked Estep 
Score: -1705409.000000 Penalty: 2391.246582
	Iteration 0F: 2 clusters Score -1705409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1694261.500000 Penalty: 4782.493164
	Iteration 0F: 3 clusters Score -1694262 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1698236.375000 Penalty: 4782.493164
	Iteration 1F: 3 clusters Score -1698236 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1699151.875000 Penalty: 4782.493164
	Iteration 2F: 3 clusters Score -1699152 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1700064.500000 Penalty: 4782.493164
	Iteration 3F: 3 clusters Score -1700064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1701016.750000 Penalty: 4782.493164
	Iteration 4F: 3 clusters Score -1701017 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1701936.250000 Penalty: 4782.493164
	Iteration 5F: 3 clusters Score -1701936 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1702595.625000 Penalty: 4782.493164
	Iteration 6F: 3 clusters Score -1702596 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1702989.250000 Penalty: 4782.493164
	Iteration 7Q: 3 clusters Score -1702989 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1703235.500000 Penalty: 4782.493164
	Iteration 8Q: 3 clusters Score -1703236 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1703430.625000 Penalty: 4782.493164
	Iteration 9Q: 3 clusters Score -1703431 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1703563.250000 Penalty: 4782.493164
	Iteration 10Q: 3 clusters Score -1703563 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1703702.125000 Penalty: 4782.493164
	Iteration 11Q: 3 clusters Score -1703702 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1703813.750000 Penalty: 4782.493164
	Iteration 12Q: 3 clusters Score -1703814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1703911.250000 Penalty: 4782.493164
	Iteration 13Q: 3 clusters Score -1703911 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1703990.125000 Penalty: 4782.493164
	Iteration 14Q: 3 clusters Score -1703990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1704050.000000 Penalty: 4782.493164
	Iteration 15Q: 3 clusters Score -1704050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1704096.250000 Penalty: 4782.493164
	Iteration 16Q: 3 clusters Score -1704096 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1704133.625000 Penalty: 4782.493164
	Iteration 17Q: 3 clusters Score -1704134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1704157.250000 Penalty: 4782.493164
	Iteration 18Q: 3 clusters Score -1704157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1704179.375000 Penalty: 4782.493164
	Iteration 19Q: 3 clusters Score -1704179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1704203.000000 Penalty: 4782.493164
	Iteration 20F: 3 clusters Score -1704203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1704219.250000 Penalty: 4782.493164
	Iteration 21Q: 3 clusters Score -1704219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1704251.000000 Penalty: 4782.493164
	Iteration 22Q: 3 clusters Score -1704251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1704273.875000 Penalty: 4782.493164
	Iteration 23Q: 3 clusters Score -1704274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1704297.125000 Penalty: 4782.493164
	Iteration 24Q: 3 clusters Score -1704297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1704308.375000 Penalty: 4782.493164
	Iteration 25Q: 3 clusters Score -1704308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1704330.625000 Penalty: 4782.493164
	Iteration 26Q: 3 clusters Score -1704331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1704348.375000 Penalty: 4782.493164
	Iteration 27Q: 3 clusters Score -1704348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1704346.250000 Penalty: 4782.493164
	Iteration 28Q: 3 clusters Score -1704346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1704355.625000 Penalty: 4782.493164
	Iteration 29Q: 3 clusters Score -1704356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1704361.125000 Penalty: 4782.493164
	Iteration 30Q: 3 clusters Score -1704361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1704368.375000 Penalty: 4782.493164
	Iteration 31Q: 3 clusters Score -1704368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1704377.250000 Penalty: 4782.493164
	Iteration 32Q: 3 clusters Score -1704377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1704379.875000 Penalty: 4782.493164
	Iteration 33Q: 3 clusters Score -1704380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1704388.750000 Penalty: 4782.493164
	Iteration 34Q: 3 clusters Score -1704389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1704396.875000 Penalty: 4782.493164
	Iteration 35Q: 3 clusters Score -1704397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1704403.375000 Penalty: 4782.493164
	Iteration 36Q: 3 clusters Score -1704403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1704402.875000 Penalty: 4782.493164
	Iteration 37Q: 3 clusters Score -1704403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1704407.750000 Penalty: 4782.493164
	Iteration 38Q: 3 clusters Score -1704408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1704408.375000 Penalty: 4782.493164
	Iteration 39Q: 3 clusters Score -1704408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1704412.875000 Penalty: 4782.493164
	Iteration 40F: 3 clusters Score -1704413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1704421.375000 Penalty: 4782.493164
	Iteration 41Q: 3 clusters Score -1704421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1704422.625000 Penalty: 4782.493164
	Iteration 42Q: 3 clusters Score -1704423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1704421.000000 Penalty: 4782.493164
	Iteration 43Q: 3 clusters Score -1704421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1704419.250000 Penalty: 4782.493164
	Iteration 44Q: 3 clusters Score -1704419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1704420.500000 Penalty: 4782.493164
	Iteration 45Q: 3 clusters Score -1704420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1704420.625000 Penalty: 4782.493164
	Iteration 46Q: 3 clusters Score -1704421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1704421.500000 Penalty: 4782.493164
	Iteration 47Q: 3 clusters Score -1704422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1704427.500000 Penalty: 4782.493164
	Iteration 48Q: 3 clusters Score -1704428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1704428.375000 Penalty: 4782.493164
	Iteration 49Q: 3 clusters Score -1704428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1704431.500000 Penalty: 4782.493164
	Iteration 50Q: 3 clusters Score -1704432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1704433.500000 Penalty: 4782.493164
	Iteration 51Q: 3 clusters Score -1704434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1704430.750000 Penalty: 4782.493164
	Iteration 52Q: 3 clusters Score -1704431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1704431.375000 Penalty: 4782.493164
	Iteration 53Q: 3 clusters Score -1704431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1704430.375000 Penalty: 4782.493164
	Iteration 54Q: 3 clusters Score -1704430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1704432.375000 Penalty: 4782.493164
	Iteration 55Q: 3 clusters Score -1704432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1704432.375000 Penalty: 4782.493164
	Iteration 56F: 3 clusters Score -1704432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (84883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Entering Unmasked Estep 
Score: -10122363.000000 Penalty: 2814.559326
	Iteration 0F: 2 clusters Score -1.012236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -10065706.000000 Penalty: 5629.118652
	Iteration 0F: 3 clusters Score -1.006571e+07 nChanged 40009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -10088444.000000 Penalty: 5629.118652
	Iteration 1F: 3 clusters Score -1.008844e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -10089155.000000 Penalty: 5629.118652
	Iteration 2Q: 3 clusters Score -1.008916e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -10089953.000000 Penalty: 5629.118652
	Iteration 3Q: 3 clusters Score -1.008995e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -10091089.000000 Penalty: 5629.118652
	Iteration 4Q: 3 clusters Score -1.009109e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -10092632.000000 Penalty: 5629.118652
	Iteration 5Q: 3 clusters Score -1.009263e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -10094872.000000 Penalty: 5629.118652
	Iteration 6Q: 3 clusters Score -1.009487e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -10098366.000000 Penalty: 5629.118652
	Iteration 7F: 3 clusters Score -1.009837e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -10102708.000000 Penalty: 5629.118652
	Iteration 8F: 3 clusters Score -1.010271e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -10107649.000000 Penalty: 5629.118652
	Iteration 9F: 3 clusters Score -1.010765e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -10112438.000000 Penalty: 5629.118652
	Iteration 10F: 3 clusters Score -1.011244e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -10115749.000000 Penalty: 5629.118652
	Iteration 11F: 3 clusters Score -1.011575e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -10117721.000000 Penalty: 5629.118652
	Iteration 12Q: 3 clusters Score -1.011772e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -10119083.000000 Penalty: 5629.118652
	Iteration 13Q: 3 clusters Score -1.011908e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -10120096.000000 Penalty: 5629.118652
	Iteration 14Q: 3 clusters Score -1.01201e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -10120858.000000 Penalty: 5629.118652
	Iteration 15Q: 3 clusters Score -1.012086e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -10121466.000000 Penalty: 5629.118652
	Iteration 16Q: 3 clusters Score -1.012147e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -10121940.000000 Penalty: 5629.118652
	Iteration 17Q: 3 clusters Score -1.012194e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -10122264.000000 Penalty: 5629.118652
	Iteration 18Q: 3 clusters Score -1.012226e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -10122519.000000 Penalty: 5629.118652
	Iteration 19Q: 3 clusters Score -1.012252e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -10122638.000000 Penalty: 5629.118652
	Iteration 20F: 3 clusters Score -1.012264e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -10122786.000000 Penalty: 5629.118652
	Iteration 21Q: 3 clusters Score -1.012279e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -10122919.000000 Penalty: 5629.118652
	Iteration 22Q: 3 clusters Score -1.012292e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -10122944.000000 Penalty: 5629.118652
	Iteration 23Q: 3 clusters Score -1.012294e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -10122967.000000 Penalty: 5629.118652
	Iteration 24Q: 3 clusters Score -1.012297e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -10123026.000000 Penalty: 5629.118652
	Iteration 25Q: 3 clusters Score -1.012303e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -10123077.000000 Penalty: 5629.118652
	Iteration 26Q: 3 clusters Score -1.012308e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -10123109.000000 Penalty: 5629.118652
	Iteration 27Q: 3 clusters Score -1.012311e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -10123141.000000 Penalty: 5629.118652
	Iteration 28Q: 3 clusters Score -1.012314e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -10123165.000000 Penalty: 5629.118652
	Iteration 29Q: 3 clusters Score -1.012316e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -10123216.000000 Penalty: 5629.118652
	Iteration 30Q: 3 clusters Score -1.012322e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -10123238.000000 Penalty: 5629.118652
	Iteration 31Q: 3 clusters Score -1.012324e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -10123233.000000 Penalty: 5629.118652
	Iteration 32Q: 3 clusters Score -1.012323e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -10123233.000000 Penalty: 5629.118652
	Iteration 33Q: 3 clusters Score -1.012323e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -10123256.000000 Penalty: 5629.118652
	Iteration 34Q: 3 clusters Score -1.012326e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -10123297.000000 Penalty: 5629.118652
	Iteration 35Q: 3 clusters Score -1.01233e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10123260.000000 Penalty: 5629.118652
	Iteration 36Q: 3 clusters Score -1.012326e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -10123262.000000 Penalty: 5629.118652
	Iteration 37Q: 3 clusters Score -1.012326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -10123274.000000 Penalty: 5629.118652
	Iteration 38Q: 3 clusters Score -1.012327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -10123271.000000 Penalty: 5629.118652
	Iteration 39Q: 3 clusters Score -1.012327e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -10123276.000000 Penalty: 5629.118652
	Iteration 40F: 3 clusters Score -1.012328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -10123273.000000 Penalty: 5629.118652
	Iteration 41Q: 3 clusters Score -1.012327e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -10123274.000000 Penalty: 5629.118652
	Iteration 42Q: 3 clusters Score -1.012327e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -10123271.000000 Penalty: 5629.118652
	Iteration 43Q: 3 clusters Score -1.012327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -10123269.000000 Penalty: 5629.118652
	Iteration 44Q: 3 clusters Score -1.012327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -10123280.000000 Penalty: 5629.118652
	Iteration 45Q: 3 clusters Score -1.012328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -10123270.000000 Penalty: 5629.118652
	Iteration 46Q: 3 clusters Score -1.012327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -10123283.000000 Penalty: 5629.118652
	Iteration 47Q: 3 clusters Score -1.012328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -10123291.000000 Penalty: 5629.118652
	Iteration 48Q: 3 clusters Score -1.012329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -10123287.000000 Penalty: 5629.118652
	Iteration 49Q: 3 clusters Score -1.012329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -10123276.000000 Penalty: 5629.118652
	Iteration 50Q: 3 clusters Score -1.012328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -10123275.000000 Penalty: 5629.118652
	Iteration 51Q: 3 clusters Score -1.012328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -10123276.000000 Penalty: 5629.118652
	Iteration 52Q: 3 clusters Score -1.012328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -10123278.000000 Penalty: 5629.118652
	Iteration 53Q: 3 clusters Score -1.012328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -10123265.000000 Penalty: 5629.118652
	Iteration 54Q: 3 clusters Score -1.012326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -10123272.000000 Penalty: 5629.118652
	Iteration 55Q: 3 clusters Score -1.012327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -10123265.000000 Penalty: 5629.118652
	Iteration 56Q: 3 clusters Score -1.012326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -10123261.000000 Penalty: 5629.118652
	Iteration 57Q: 3 clusters Score -1.012326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -10123252.000000 Penalty: 5629.118652
	Iteration 58Q: 3 clusters Score -1.012325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -10123251.000000 Penalty: 5629.118652
	Iteration 59Q: 3 clusters Score -1.012325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -10123242.000000 Penalty: 5629.118652
	Iteration 60F: 3 clusters Score -1.012324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -10123248.000000 Penalty: 5629.118652
	Iteration 61Q: 3 clusters Score -1.012325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -10123245.000000 Penalty: 5629.118652
	Iteration 62Q: 3 clusters Score -1.012324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -10123245.000000 Penalty: 5629.118652
	Iteration 63Q: 3 clusters Score -1.012324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -10123251.000000 Penalty: 5629.118652
	Iteration 64Q: 3 clusters Score -1.012325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -10123259.000000 Penalty: 5629.118652
	Iteration 65Q: 3 clusters Score -1.012326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -10123257.000000 Penalty: 5629.118652
	Iteration 66Q: 3 clusters Score -1.012326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -10123259.000000 Penalty: 5629.118652
	Iteration 67Q: 3 clusters Score -1.012326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -10123244.000000 Penalty: 5629.118652
	Iteration 68Q: 3 clusters Score -1.012324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -10123255.000000 Penalty: 5629.118652
	Iteration 69Q: 3 clusters Score -1.012326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10123244.000000 Penalty: 5629.118652
	Iteration 70Q: 3 clusters Score -1.012324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -10123242.000000 Penalty: 5629.118652
	Iteration 71Q: 3 clusters Score -1.012324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -10123250.000000 Penalty: 5629.118652
	Iteration 72Q: 3 clusters Score -1.012325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -10123244.000000 Penalty: 5629.118652
	Iteration 73Q: 3 clusters Score -1.012324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -10123244.000000 Penalty: 5629.118652
	Iteration 74F: 3 clusters Score -1.012324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8668 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 73064 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77607 members 
Mstep: Class 23 contains 8143 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 5037 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 11819 members 
Entering Unmasked Estep 
Score: -45038700.000000 Penalty: 95840.296875
Splitting cluster 20 changes total score from -45037220.000000 to -45038700.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -179974.953125 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -179975 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 830 members 
Entering Unmasked Estep 
Score: -177653.531250 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -177653.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -178137.484375 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -178137.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178288.093750 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -178288.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178347.046875 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -178347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178380.968750 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -178381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178402.875000 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -178402.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178419.062500 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -178419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178435.734375 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -178435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178456.406250 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -178456.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178469.875000 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -178469.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178479.468750 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -178479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178483.140625 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -178483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178492.953125 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -178493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178500.140625 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -178500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178512.890625 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -178512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178522.687500 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -178522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178528.437500 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -178528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -178532.578125 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -178532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178534.359375 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -178534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178536.109375 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -178536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178537.890625 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -178537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178541.187500 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -178541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178546.421875 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -178546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178548.140625 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -178548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -178550.000000 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -178550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178552.531250 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -178552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178553.375000 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -178553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -178554.703125 Penalty: 3694.951172
	Iteration 27Q: 3 clusters Score -178554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178556.562500 Penalty: 3694.951172
	Iteration 28Q: 3 clusters Score -178556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178557.984375 Penalty: 3694.951172
	Iteration 29Q: 3 clusters Score -178558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178559.171875 Penalty: 3694.951172
	Iteration 30Q: 3 clusters Score -178559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178559.343750 Penalty: 3694.951172
	Iteration 31Q: 3 clusters Score -178559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178559.343750 Penalty: 3694.951172
	Iteration 32F: 3 clusters Score -178559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Entering Unmasked Estep 
Score: -9376380.000000 Penalty: 2792.334473
	Iteration 0F: 2 clusters Score -9376380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -9324335.000000 Penalty: 5584.668945
	Iteration 0F: 3 clusters Score -9324335 nChanged 36340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -9344823.000000 Penalty: 5584.668945
	Iteration 1F: 3 clusters Score -9344823 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -9345594.000000 Penalty: 5584.668945
	Iteration 2Q: 3 clusters Score -9345594 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -9346481.000000 Penalty: 5584.668945
	Iteration 3Q: 3 clusters Score -9346481 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -9347540.000000 Penalty: 5584.668945
	Iteration 4Q: 3 clusters Score -9347540 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9348993.000000 Penalty: 5584.668945
	Iteration 5Q: 3 clusters Score -9348993 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9351415.000000 Penalty: 5584.668945
	Iteration 6F: 3 clusters Score -9351415 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -9354852.000000 Penalty: 5584.668945
	Iteration 7F: 3 clusters Score -9354852 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -9359162.000000 Penalty: 5584.668945
	Iteration 8F: 3 clusters Score -9359162 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9363831.000000 Penalty: 5584.668945
	Iteration 9F: 3 clusters Score -9363831 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -9367613.000000 Penalty: 5584.668945
	Iteration 10F: 3 clusters Score -9367613 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -9370117.000000 Penalty: 5584.668945
	Iteration 11Q: 3 clusters Score -9370117 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -9371619.000000 Penalty: 5584.668945
	Iteration 12Q: 3 clusters Score -9371619 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -9372541.000000 Penalty: 5584.668945
	Iteration 13Q: 3 clusters Score -9372541 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -9373095.000000 Penalty: 5584.668945
	Iteration 14Q: 3 clusters Score -9373095 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -9373418.000000 Penalty: 5584.668945
	Iteration 15Q: 3 clusters Score -9373418 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -9373596.000000 Penalty: 5584.668945
	Iteration 16Q: 3 clusters Score -9373596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -9373709.000000 Penalty: 5584.668945
	Iteration 17Q: 3 clusters Score -9373709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -9373772.000000 Penalty: 5584.668945
	Iteration 18Q: 3 clusters Score -9373772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -9373817.000000 Penalty: 5584.668945
	Iteration 19Q: 3 clusters Score -9373817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -9373870.000000 Penalty: 5584.668945
	Iteration 20F: 3 clusters Score -9373870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -9373912.000000 Penalty: 5584.668945
	Iteration 21Q: 3 clusters Score -9373912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9373931.000000 Penalty: 5584.668945
	Iteration 22Q: 3 clusters Score -9373931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -9373950.000000 Penalty: 5584.668945
	Iteration 23Q: 3 clusters Score -9373950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -9373956.000000 Penalty: 5584.668945
	Iteration 24Q: 3 clusters Score -9373956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -9373968.000000 Penalty: 5584.668945
	Iteration 25Q: 3 clusters Score -9373968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -9373969.000000 Penalty: 5584.668945
	Iteration 26Q: 3 clusters Score -9373969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -9373970.000000 Penalty: 5584.668945
	Iteration 27Q: 3 clusters Score -9373970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -9373984.000000 Penalty: 5584.668945
	Iteration 28Q: 3 clusters Score -9373984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9373985.000000 Penalty: 5584.668945
	Iteration 29Q: 3 clusters Score -9373985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9373985.000000 Penalty: 5584.668945
	Iteration 30F: 3 clusters Score -9373985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -949148.562500 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -949148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -942685.500000 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -942685.5 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -944507.437500 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -944507.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -944826.312500 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -944826.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -945072.812500 Penalty: 4466.437500
	Iteration 3F: 3 clusters Score -945072.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -945295.687500 Penalty: 4466.437500
	Iteration 4F: 3 clusters Score -945295.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -945476.000000 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -945476 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -945640.562500 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -945640.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -945790.687500 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -945790.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -945944.750000 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -945944.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -946089.250000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -946089.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -946229.937500 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -946229.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -946354.187500 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -946354.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -946458.562500 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -946458.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -946536.437500 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -946536.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -946613.250000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -946613.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -946683.500000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -946683.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -946741.625000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -946741.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -946795.062500 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -946795.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -946829.062500 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -946829.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -946853.500000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -946853.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -946877.875000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -946877.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -946899.250000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -946899.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -946914.875000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -946914.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -946935.375000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -946935.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -946958.312500 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -946958.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -946978.687500 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -946978.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -947013.562500 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -947013.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -947044.750000 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -947044.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -947071.937500 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -947071.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -947095.000000 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -947095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -947125.125000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -947125.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -947144.437500 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -947144.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -947162.062500 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -947162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -947176.562500 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -947176.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -947187.500000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -947187.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -947196.437500 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -947196.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -947203.562500 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -947203.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -947212.062500 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -947212.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -947221.562500 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -947221.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -947229.062500 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -947229.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -947245.750000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -947245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -947255.625000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -947255.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -947263.625000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -947263.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -947267.750000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -947267.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -947277.687500 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -947277.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -947285.062500 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -947285.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -947296.187500 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -947296.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -947304.125000 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -947304.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -947309.562500 Penalty: 4466.437500
	Iteration 48Q: 3 clusters Score -947309.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -947316.437500 Penalty: 4466.437500
	Iteration 49Q: 3 clusters Score -947316.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -947320.687500 Penalty: 4466.437500
	Iteration 50Q: 3 clusters Score -947320.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -947321.250000 Penalty: 4466.437500
	Iteration 51Q: 3 clusters Score -947321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -947323.312500 Penalty: 4466.437500
	Iteration 52Q: 3 clusters Score -947323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -947320.625000 Penalty: 4466.437500
	Iteration 53Q: 3 clusters Score -947320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -947325.250000 Penalty: 4466.437500
	Iteration 54Q: 3 clusters Score -947325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -947325.625000 Penalty: 4466.437500
	Iteration 55Q: 3 clusters Score -947325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -947329.500000 Penalty: 4466.437500
	Iteration 56Q: 3 clusters Score -947329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -947330.000000 Penalty: 4466.437500
	Iteration 57Q: 3 clusters Score -947330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -947330.562500 Penalty: 4466.437500
	Iteration 58Q: 3 clusters Score -947330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -947332.750000 Penalty: 4466.437500
	Iteration 59Q: 3 clusters Score -947332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -947336.000000 Penalty: 4466.437500
	Iteration 60F: 3 clusters Score -947336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -947338.187500 Penalty: 4466.437500
	Iteration 61Q: 3 clusters Score -947338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -947339.937500 Penalty: 4466.437500
	Iteration 62Q: 3 clusters Score -947339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -947336.187500 Penalty: 4466.437500
	Iteration 63Q: 3 clusters Score -947336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -947337.937500 Penalty: 4466.437500
	Iteration 64Q: 3 clusters Score -947337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -947336.937500 Penalty: 4466.437500
	Iteration 65Q: 3 clusters Score -947336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -947339.625000 Penalty: 4466.437500
	Iteration 66Q: 3 clusters Score -947339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -947340.937500 Penalty: 4466.437500
	Iteration 67Q: 3 clusters Score -947340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -947338.812500 Penalty: 4466.437500
	Iteration 68Q: 3 clusters Score -947338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -947340.687500 Penalty: 4466.437500
	Iteration 69Q: 3 clusters Score -947340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -947342.437500 Penalty: 4466.437500
	Iteration 70Q: 3 clusters Score -947342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -947344.312500 Penalty: 4466.437500
	Iteration 71Q: 3 clusters Score -947344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -947344.937500 Penalty: 4466.437500
	Iteration 72Q: 3 clusters Score -947344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -947344.937500 Penalty: 4466.437500
	Iteration 73F: 3 clusters Score -947344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -546612.250000 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -546612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -542218.250000 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -542218.2 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -543288.437500 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -543288.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -543526.750000 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -543526.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -543695.562500 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -543695.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -543824.500000 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -543824.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -543924.937500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -543924.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -544027.875000 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -544027.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -544132.812500 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -544132.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -544242.062500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -544242.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -544370.062500 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -544370.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -544548.625000 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -544548.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -544792.500000 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -544792.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -545079.375000 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -545079.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -545315.062500 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -545315.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -545496.625000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -545496.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545617.562500 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -545617.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -545719.187500 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -545719.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -545806.687500 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -545806.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -545871.875000 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -545871.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -545950.562500 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -545950.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -546036.062500 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -546036.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -546081.187500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -546081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -546112.000000 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -546112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -546129.375000 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -546129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -546139.875000 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -546139.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -546150.187500 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -546150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -546158.687500 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -546158.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -546165.062500 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -546165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -546169.500000 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -546169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -546176.437500 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -546176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -546178.937500 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -546178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -546180.500000 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -546180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -546181.812500 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -546181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -546184.062500 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -546184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -546183.562500 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -546183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -546183.937500 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -546183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546183.562500 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -546183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546183.562500 Penalty: 4198.354980
	Iteration 37F: 3 clusters Score -546183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -260673.203125 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -260673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257915.437500 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -257915.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -258619.578125 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -258619.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -258891.312500 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -258891.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259055.312500 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -259055.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259163.031250 Penalty: 3832.201416
	Iteration 4F: 3 clusters Score -259163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -259253.750000 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -259253.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -259326.875000 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -259326.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -259406.359375 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -259406.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -259498.078125 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -259498.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -259598.062500 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -259598.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -259662.015625 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -259662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -259715.796875 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -259715.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -259772.750000 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -259772.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -259809.859375 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -259809.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259834.500000 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -259834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -259845.656250 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -259845.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -259853.125000 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -259853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259859.375000 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -259859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -259863.515625 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -259863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259865.375000 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -259865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259874.406250 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -259874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -259881.734375 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -259881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -259902.281250 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -259902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259943.906250 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -259943.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -259983.078125 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -259983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -260021.531250 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -260021.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -260042.703125 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -260042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -260059.015625 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -260059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260064.984375 Penalty: 3832.201416
	Iteration 28Q: 3 clusters Score -260065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -260069.187500 Penalty: 3832.201416
	Iteration 29Q: 3 clusters Score -260069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260070.359375 Penalty: 3832.201416
	Iteration 30Q: 3 clusters Score -260070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -260071.531250 Penalty: 3832.201416
	Iteration 31Q: 3 clusters Score -260071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260071.484375 Penalty: 3832.201416
	Iteration 32Q: 3 clusters Score -260071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260071.484375 Penalty: 3832.201416
	Iteration 33F: 3 clusters Score -260071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -316998.500000 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -316998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -313710.906250 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -313710.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -314510.031250 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -314510 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -314747.125000 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -314747.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -314969.343750 Penalty: 3984.050537
	Iteration 3F: 3 clusters Score -314969.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -315148.437500 Penalty: 3984.050537
	Iteration 4F: 3 clusters Score -315148.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315294.781250 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -315294.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315425.343750 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -315425.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -315518.500000 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -315518.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -315573.875000 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -315573.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -315614.968750 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -315615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -315666.531250 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -315666.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -315722.625000 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -315722.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -315770.156250 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -315770.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -315808.218750 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -315808.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -315838.875000 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -315838.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -315865.062500 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -315865.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -315899.375000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -315899.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -315931.250000 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -315931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -315958.718750 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -315958.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -315980.750000 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -315980.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -315996.218750 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -315996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -316006.562500 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -316006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -316015.781250 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -316015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -316020.812500 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -316020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -316024.687500 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -316024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -316031.468750 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -316031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -316037.250000 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -316037.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -316045.968750 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -316046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316053.531250 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -316053.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -316060.500000 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -316060.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316069.906250 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -316069.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -316078.656250 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -316078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -316083.218750 Penalty: 3984.050537
	Iteration 32Q: 3 clusters Score -316083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -316086.843750 Penalty: 3984.050537
	Iteration 33Q: 3 clusters Score -316086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -316089.562500 Penalty: 3984.050537
	Iteration 34Q: 3 clusters Score -316089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -316092.843750 Penalty: 3984.050537
	Iteration 35Q: 3 clusters Score -316092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -316098.031250 Penalty: 3984.050537
	Iteration 36Q: 3 clusters Score -316098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -316106.000000 Penalty: 3984.050537
	Iteration 37Q: 3 clusters Score -316106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -316108.750000 Penalty: 3984.050537
	Iteration 38Q: 3 clusters Score -316108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -316112.437500 Penalty: 3984.050537
	Iteration 39Q: 3 clusters Score -316112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -316116.906250 Penalty: 3984.050537
	Iteration 40F: 3 clusters Score -316116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -316120.062500 Penalty: 3984.050537
	Iteration 41Q: 3 clusters Score -316120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -316126.281250 Penalty: 3984.050537
	Iteration 42Q: 3 clusters Score -316126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -316131.875000 Penalty: 3984.050537
	Iteration 43Q: 3 clusters Score -316131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -316134.125000 Penalty: 3984.050537
	Iteration 44Q: 3 clusters Score -316134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -316134.562500 Penalty: 3984.050537
	Iteration 45Q: 3 clusters Score -316134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -316134.562500 Penalty: 3984.050537
	Iteration 46F: 3 clusters Score -316134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -587408.625000 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -587408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -582831.187500 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -582831.2 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -583941.687500 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -583941.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -584203.937500 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -584203.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -584365.875000 Penalty: 4228.184570
	Iteration 3F: 3 clusters Score -584365.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -584486.250000 Penalty: 4228.184570
	Iteration 4Q: 3 clusters Score -584486.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -584593.062500 Penalty: 4228.184570
	Iteration 5Q: 3 clusters Score -584593.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -584693.687500 Penalty: 4228.184570
	Iteration 6Q: 3 clusters Score -584693.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -584792.937500 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -584792.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -584872.687500 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -584872.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -584936.875000 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -584936.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -584998.625000 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -584998.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -585063.500000 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -585063.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -585124.562500 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -585124.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -585169.625000 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -585169.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -585207.062500 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -585207.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -585235.875000 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -585235.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -585259.125000 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -585259.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -585288.375000 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -585288.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -585308.562500 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -585308.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -585325.062500 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -585325.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -585345.437500 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -585345.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -585373.625000 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -585373.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -585399.937500 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -585399.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -585422.187500 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -585422.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -585437.875000 Penalty: 4228.184570
	Iteration 24Q: 3 clusters Score -585437.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -585451.875000 Penalty: 4228.184570
	Iteration 25Q: 3 clusters Score -585451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -585461.500000 Penalty: 4228.184570
	Iteration 26Q: 3 clusters Score -585461.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -585467.375000 Penalty: 4228.184570
	Iteration 27Q: 3 clusters Score -585467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -585472.375000 Penalty: 4228.184570
	Iteration 28Q: 3 clusters Score -585472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -585476.625000 Penalty: 4228.184570
	Iteration 29Q: 3 clusters Score -585476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -585481.500000 Penalty: 4228.184570
	Iteration 30Q: 3 clusters Score -585481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -585484.687500 Penalty: 4228.184570
	Iteration 31Q: 3 clusters Score -585484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -585485.687500 Penalty: 4228.184570
	Iteration 32Q: 3 clusters Score -585485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -585485.687500 Penalty: 4228.184570
	Iteration 33F: 3 clusters Score -585485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -165938.656250 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -165938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -163660.984375 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -163661 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -164120.718750 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -164120.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164254.203125 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -164254.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164352.640625 Penalty: 3663.382080
	Iteration 3Q: 3 clusters Score -164352.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164447.328125 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -164447.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164535.765625 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -164535.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164605.109375 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -164605.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -164661.375000 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -164661.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164701.890625 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -164701.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164742.578125 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -164742.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -164774.375000 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -164774.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -164795.531250 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -164795.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -164812.750000 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -164812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -164826.984375 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -164827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -164849.765625 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -164849.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -164871.250000 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -164871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164887.765625 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -164887.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -164896.703125 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -164896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -164907.734375 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -164907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -164919.437500 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -164919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164932.859375 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -164932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164945.609375 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -164945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164970.156250 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -164970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -164996.546875 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -164996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -165047.265625 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -165047.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -165118.140625 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -165118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -165166.937500 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -165166.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165189.578125 Penalty: 3663.382080
	Iteration 27Q: 3 clusters Score -165189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -165198.765625 Penalty: 3663.382080
	Iteration 28Q: 3 clusters Score -165198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165211.125000 Penalty: 3663.382080
	Iteration 29Q: 3 clusters Score -165211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165239.484375 Penalty: 3663.382080
	Iteration 30Q: 3 clusters Score -165239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -165244.906250 Penalty: 3663.382080
	Iteration 31Q: 3 clusters Score -165244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -165246.250000 Penalty: 3663.382080
	Iteration 32Q: 3 clusters Score -165246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165247.468750 Penalty: 3663.382080
	Iteration 33Q: 3 clusters Score -165247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165247.468750 Penalty: 3663.382080
	Iteration 34F: 3 clusters Score -165247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8668 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 73064 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77607 members 
Mstep: Class 23 contains 8143 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 5037 members 
Mstep: Class 28 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45039628.000000 Penalty: 95840.296875
Iteration 79Q: 31 clusters Score -4.503963e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 15814 members 
Mstep: Class 15 contains 65824 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 15928 members 
Mstep: Class 20 contains 72739 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77620 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 5056 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 4556 members 
Mstep: Class 30 contains 11555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040184.000000 Penalty: 95840.296875
Iteration 80F: 31 clusters Score -4.504018e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 5270 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 15 contains 65824 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 16100 members 
Mstep: Class 20 contains 72487 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77550 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 3073 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 11621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040408.000000 Penalty: 95840.296875
Iteration 81Q: 31 clusters Score -4.504041e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 7670 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 15610 members 
Mstep: Class 15 contains 65819 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 16220 members 
Mstep: Class 20 contains 72327 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77530 members 
Mstep: Class 23 contains 8158 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 2192 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 11655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040568.000000 Penalty: 95840.296875
Iteration 82Q: 31 clusters Score -4.504057e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 14829 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 7667 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 15552 members 
Mstep: Class 15 contains 65814 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 16302 members 
Mstep: Class 20 contains 72222 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77525 members 
Mstep: Class 23 contains 8162 members 
Mstep: Class 24 contains 4746 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040528.000000 Penalty: 95840.296875
Iteration 83Q: 31 clusters Score -4.504053e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 15 contains 65811 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 72124 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77525 members 
Mstep: Class 23 contains 8166 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 11701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040776.000000 Penalty: 95840.296875
Iteration 84Q: 31 clusters Score -4.504078e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 15458 members 
Mstep: Class 15 contains 65804 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 8737 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 16425 members 
Mstep: Class 20 contains 72046 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77526 members 
Mstep: Class 23 contains 8171 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 5099 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5177 members 
Mstep: Class 30 contains 11725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040832.000000 Penalty: 95840.296875
Iteration 85Q: 31 clusters Score -4.504083e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11406 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 2298 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 5849 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 15412 members 
Mstep: Class 15 contains 65802 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 16454 members 
Mstep: Class 20 contains 71988 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77527 members 
Mstep: Class 23 contains 8180 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 5121 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5211 members 
Mstep: Class 30 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040856.000000 Penalty: 95840.296875
Iteration 86Q: 31 clusters Score -4.504086e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11407 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 15 contains 65799 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 8740 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16476 members 
Mstep: Class 20 contains 71954 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77531 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 5142 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 11760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040892.000000 Penalty: 95840.296875
Iteration 87Q: 31 clusters Score -4.504089e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11402 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 15343 members 
Mstep: Class 15 contains 65795 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16489 members 
Mstep: Class 20 contains 71934 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 8199 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 5167 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5239 members 
Mstep: Class 30 contains 11765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040952.000000 Penalty: 95840.296875
Iteration 88Q: 31 clusters Score -4.504095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11398 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 5860 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 15 contains 65794 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 16497 members 
Mstep: Class 20 contains 71919 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77523 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 3078 members 
Mstep: Class 27 contains 5187 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 11770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45040968.000000 Penalty: 95840.296875
Iteration 89Q: 31 clusters Score -4.504097e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11395 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2342 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 15270 members 
Mstep: Class 15 contains 65789 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16503 members 
Mstep: Class 20 contains 71905 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77530 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 5212 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041008.000000 Penalty: 95840.296875
Iteration 90Q: 31 clusters Score -4.504101e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11392 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 5863 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 15227 members 
Mstep: Class 15 contains 65785 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16512 members 
Mstep: Class 20 contains 71893 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77541 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 3081 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041048.000000 Penalty: 95840.296875
Iteration 91Q: 31 clusters Score -4.504105e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11392 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 15188 members 
Mstep: Class 15 contains 65781 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 8759 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 16518 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77552 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 2007 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5256 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041012.000000 Penalty: 95840.296875
Iteration 92Q: 31 clusters Score -4.504101e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11391 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 15164 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16523 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1986 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041040.000000 Penalty: 95840.296875
Iteration 93Q: 31 clusters Score -4.504104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11387 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 4358 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 8768 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 16528 members 
Mstep: Class 20 contains 71878 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77558 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5293 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5318 members 
Mstep: Class 30 contains 11778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041020.000000 Penalty: 95840.296875
Iteration 94Q: 31 clusters Score -4.504102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 11387 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 15118 members 
Mstep: Class 15 contains 65775 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16532 members 
Mstep: Class 20 contains 71874 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77555 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5298 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5329 members 
Mstep: Class 30 contains 11777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041120.000000 Penalty: 95840.296875
Iteration 95Q: 31 clusters Score -4.504112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 14826 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 65774 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8772 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 16542 members 
Mstep: Class 20 contains 71865 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77555 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1950 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5305 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 11778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041188.000000 Penalty: 95840.296875
Iteration 96Q: 31 clusters Score -4.504119e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11381 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 65775 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 16546 members 
Mstep: Class 20 contains 71860 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1943 members 
Mstep: Class 26 contains 3088 members 
Mstep: Class 27 contains 5308 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5349 members 
Mstep: Class 30 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041188.000000 Penalty: 95840.296875
Iteration 97Q: 31 clusters Score -4.504119e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11380 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 7 contains 14822 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 15077 members 
Mstep: Class 15 contains 65775 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 16548 members 
Mstep: Class 20 contains 71857 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77558 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1929 members 
Mstep: Class 26 contains 3088 members 
Mstep: Class 27 contains 5314 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041256.000000 Penalty: 95840.296875
Iteration 98Q: 31 clusters Score -4.504126e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11377 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 14820 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 15064 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71854 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77559 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1916 members 
Mstep: Class 26 contains 3091 members 
Mstep: Class 27 contains 5323 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 11781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041244.000000 Penalty: 95840.296875
Iteration 99Q: 31 clusters Score -4.504124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11375 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 14817 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 15056 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 16548 members 
Mstep: Class 20 contains 71850 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77559 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3092 members 
Mstep: Class 27 contains 5330 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041216.000000 Penalty: 95840.296875
Iteration 100F: 31 clusters Score -4.504122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 14815 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 15049 members 
Mstep: Class 15 contains 65774 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71849 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77562 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5368 members 
Mstep: Class 30 contains 11785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041268.000000 Penalty: 95840.296875
Iteration 101Q: 31 clusters Score -4.504127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 15041 members 
Mstep: Class 15 contains 65771 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 16546 members 
Mstep: Class 20 contains 71848 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77565 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 5327 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 5374 members 
Mstep: Class 30 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041236.000000 Penalty: 95840.296875
Iteration 102Q: 31 clusters Score -4.504124e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 65770 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 8781 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16546 members 
Mstep: Class 20 contains 71846 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77568 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1895 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 5326 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5384 members 
Mstep: Class 30 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041264.000000 Penalty: 95840.296875
Iteration 103Q: 31 clusters Score -4.504126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 65767 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8782 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16546 members 
Mstep: Class 20 contains 71845 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77566 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 5326 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5391 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041264.000000 Penalty: 95840.296875
Iteration 104Q: 31 clusters Score -4.504126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 15014 members 
Mstep: Class 15 contains 65764 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71845 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77566 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1882 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 5324 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5397 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041292.000000 Penalty: 95840.296875
Iteration 105Q: 31 clusters Score -4.504129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 16546 members 
Mstep: Class 20 contains 71845 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77563 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1875 members 
Mstep: Class 26 contains 3092 members 
Mstep: Class 27 contains 5323 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041296.000000 Penalty: 95840.296875
Iteration 106Q: 31 clusters Score -4.50413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11375 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15007 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71843 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1872 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5325 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041300.000000 Penalty: 95840.296875
Iteration 107Q: 31 clusters Score -4.50413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15007 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77557 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1871 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5326 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041296.000000 Penalty: 95840.296875
Iteration 108Q: 31 clusters Score -4.50413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11371 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15005 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77557 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1870 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5327 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041328.000000 Penalty: 95840.296875
Iteration 109Q: 31 clusters Score -4.504133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11370 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1868 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041336.000000 Penalty: 95840.296875
Iteration 110Q: 31 clusters Score -4.504134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1867 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041336.000000 Penalty: 95840.296875
Iteration 111Q: 31 clusters Score -4.504134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041332.000000 Penalty: 95840.296875
Iteration 112Q: 31 clusters Score -4.504133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041336.000000 Penalty: 95840.296875
Iteration 113Q: 31 clusters Score -4.504134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041320.000000 Penalty: 95840.296875
Iteration 114Q: 31 clusters Score -4.504132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041324.000000 Penalty: 95840.296875
Iteration 115Q: 31 clusters Score -4.504132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45041324.000000 Penalty: 95840.296875
Iteration 116F: 31 clusters Score -4.504132e+07 nChanged 0
Entering ConstructFrom: 
Score: -45041324.000000 Penalty: 95840.296875
Entering ConstructFrom: 
Trying to split cluster 1 (14262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Entering Unmasked Estep 
Score: -1600091.125000 Penalty: 2372.207764
	Iteration 0F: 2 clusters Score -1600091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1589665.375000 Penalty: 4744.415527
	Iteration 0F: 3 clusters Score -1589665 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1593340.375000 Penalty: 4744.415527
	Iteration 1F: 3 clusters Score -1593340 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1594103.875000 Penalty: 4744.415527
	Iteration 2F: 3 clusters Score -1594104 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1594865.625000 Penalty: 4744.415527
	Iteration 3F: 3 clusters Score -1594866 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1595621.375000 Penalty: 4744.415527
	Iteration 4F: 3 clusters Score -1595621 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1596247.000000 Penalty: 4744.415527
	Iteration 5F: 3 clusters Score -1596247 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1596764.250000 Penalty: 4744.415527
	Iteration 6F: 3 clusters Score -1596764 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1597175.125000 Penalty: 4744.415527
	Iteration 7F: 3 clusters Score -1597175 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1597481.375000 Penalty: 4744.415527
	Iteration 8Q: 3 clusters Score -1597481 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1597738.625000 Penalty: 4744.415527
	Iteration 9Q: 3 clusters Score -1597739 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1597960.625000 Penalty: 4744.415527
	Iteration 10Q: 3 clusters Score -1597961 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1598116.125000 Penalty: 4744.415527
	Iteration 11Q: 3 clusters Score -1598116 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1598214.750000 Penalty: 4744.415527
	Iteration 12Q: 3 clusters Score -1598215 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1598284.500000 Penalty: 4744.415527
	Iteration 13Q: 3 clusters Score -1598284 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1598329.625000 Penalty: 4744.415527
	Iteration 14Q: 3 clusters Score -1598330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1598374.625000 Penalty: 4744.415527
	Iteration 15Q: 3 clusters Score -1598375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1598411.375000 Penalty: 4744.415527
	Iteration 16Q: 3 clusters Score -1598411 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1598442.500000 Penalty: 4744.415527
	Iteration 17Q: 3 clusters Score -1598442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1598460.500000 Penalty: 4744.415527
	Iteration 18Q: 3 clusters Score -1598460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1598473.250000 Penalty: 4744.415527
	Iteration 19Q: 3 clusters Score -1598473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1598481.625000 Penalty: 4744.415527
	Iteration 20F: 3 clusters Score -1598482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1598483.875000 Penalty: 4744.415527
	Iteration 21Q: 3 clusters Score -1598484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1598497.250000 Penalty: 4744.415527
	Iteration 22Q: 3 clusters Score -1598497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1598499.375000 Penalty: 4744.415527
	Iteration 23Q: 3 clusters Score -1598499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1598508.250000 Penalty: 4744.415527
	Iteration 24Q: 3 clusters Score -1598508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1598507.500000 Penalty: 4744.415527
	Iteration 25Q: 3 clusters Score -1598508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1598513.375000 Penalty: 4744.415527
	Iteration 26Q: 3 clusters Score -1598513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1598512.625000 Penalty: 4744.415527
	Iteration 27Q: 3 clusters Score -1598513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1598511.375000 Penalty: 4744.415527
	Iteration 28Q: 3 clusters Score -1598511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1598515.750000 Penalty: 4744.415527
	Iteration 29Q: 3 clusters Score -1598516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1598518.000000 Penalty: 4744.415527
	Iteration 30Q: 3 clusters Score -1598518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1598520.250000 Penalty: 4744.415527
	Iteration 31Q: 3 clusters Score -1598520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1598522.625000 Penalty: 4744.415527
	Iteration 32Q: 3 clusters Score -1598523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1598526.375000 Penalty: 4744.415527
	Iteration 33Q: 3 clusters Score -1598526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1598525.250000 Penalty: 4744.415527
	Iteration 34Q: 3 clusters Score -1598525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1598522.750000 Penalty: 4744.415527
	Iteration 35Q: 3 clusters Score -1598523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1598524.000000 Penalty: 4744.415527
	Iteration 36Q: 3 clusters Score -1598524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1598524.125000 Penalty: 4744.415527
	Iteration 37Q: 3 clusters Score -1598524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1598525.125000 Penalty: 4744.415527
	Iteration 38Q: 3 clusters Score -1598525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1598525.875000 Penalty: 4744.415527
	Iteration 39Q: 3 clusters Score -1598526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1598527.625000 Penalty: 4744.415527
	Iteration 40F: 3 clusters Score -1598528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1598524.625000 Penalty: 4744.415527
	Iteration 41Q: 3 clusters Score -1598525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1598524.625000 Penalty: 4744.415527
	Iteration 42F: 3 clusters Score -1598525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -375954.593750 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -375954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -372562.250000 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -372562.2 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -373229.781250 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -373229.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -373388.968750 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -373389 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -373465.406250 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -373465.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -373519.343750 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -373519.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -373553.406250 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -373553.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373586.187500 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -373586.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -373611.593750 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -373611.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -373634.125000 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -373634.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373654.687500 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -373654.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373664.250000 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -373664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373669.375000 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -373669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -373676.468750 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -373676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -373683.093750 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -373683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -373690.000000 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -373690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373694.937500 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -373694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373697.218750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -373697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373699.656250 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -373699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -373703.406250 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -373703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -373708.281250 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -373708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -373712.968750 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -373713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -373716.812500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -373716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -373720.937500 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -373720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -373722.812500 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -373722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -373723.906250 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -373723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -373725.843750 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -373725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -373726.687500 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -373726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -373728.375000 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -373728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -373729.937500 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -373729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -373730.437500 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -373730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -373731.375000 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -373731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -373732.218750 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -373732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -373733.000000 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -373733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -373733.750000 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -373733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -373733.750000 Penalty: 3996.459473
	Iteration 34F: 3 clusters Score -373733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1332476.125000 Penalty: 2315.962158
	Iteration 0F: 2 clusters Score -1332476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1323980.625000 Penalty: 4631.924316
	Iteration 0F: 3 clusters Score -1323981 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1326662.250000 Penalty: 4631.924316
	Iteration 1F: 3 clusters Score -1326662 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1327010.375000 Penalty: 4631.924316
	Iteration 2F: 3 clusters Score -1327010 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1327275.125000 Penalty: 4631.924316
	Iteration 3F: 3 clusters Score -1327275 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1327498.625000 Penalty: 4631.924316
	Iteration 4Q: 3 clusters Score -1327499 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1327690.875000 Penalty: 4631.924316
	Iteration 5Q: 3 clusters Score -1327691 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1327885.125000 Penalty: 4631.924316
	Iteration 6Q: 3 clusters Score -1327885 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1328052.625000 Penalty: 4631.924316
	Iteration 7Q: 3 clusters Score -1328053 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1328201.500000 Penalty: 4631.924316
	Iteration 8Q: 3 clusters Score -1328202 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1328333.500000 Penalty: 4631.924316
	Iteration 9Q: 3 clusters Score -1328334 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1328458.500000 Penalty: 4631.924316
	Iteration 10Q: 3 clusters Score -1328458 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1328580.625000 Penalty: 4631.924316
	Iteration 11Q: 3 clusters Score -1328581 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1328677.000000 Penalty: 4631.924316
	Iteration 12Q: 3 clusters Score -1328677 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1328766.000000 Penalty: 4631.924316
	Iteration 13Q: 3 clusters Score -1328766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1328876.125000 Penalty: 4631.924316
	Iteration 14Q: 3 clusters Score -1328876 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1329003.500000 Penalty: 4631.924316
	Iteration 15Q: 3 clusters Score -1329004 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1329163.625000 Penalty: 4631.924316
	Iteration 16Q: 3 clusters Score -1329164 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1329357.500000 Penalty: 4631.924316
	Iteration 17Q: 3 clusters Score -1329358 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1329585.625000 Penalty: 4631.924316
	Iteration 18Q: 3 clusters Score -1329586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1329790.000000 Penalty: 4631.924316
	Iteration 19Q: 3 clusters Score -1329790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1329962.750000 Penalty: 4631.924316
	Iteration 20F: 3 clusters Score -1329963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1330096.750000 Penalty: 4631.924316
	Iteration 21Q: 3 clusters Score -1330097 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1330251.250000 Penalty: 4631.924316
	Iteration 22Q: 3 clusters Score -1330251 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1330371.375000 Penalty: 4631.924316
	Iteration 23Q: 3 clusters Score -1330371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1330473.875000 Penalty: 4631.924316
	Iteration 24Q: 3 clusters Score -1330474 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1330565.625000 Penalty: 4631.924316
	Iteration 25Q: 3 clusters Score -1330566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1330630.250000 Penalty: 4631.924316
	Iteration 26Q: 3 clusters Score -1330630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1330681.250000 Penalty: 4631.924316
	Iteration 27Q: 3 clusters Score -1330681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1330714.000000 Penalty: 4631.924316
	Iteration 28Q: 3 clusters Score -1330714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1330740.750000 Penalty: 4631.924316
	Iteration 29Q: 3 clusters Score -1330741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1330757.375000 Penalty: 4631.924316
	Iteration 30Q: 3 clusters Score -1330757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1330769.000000 Penalty: 4631.924316
	Iteration 31Q: 3 clusters Score -1330769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1330777.875000 Penalty: 4631.924316
	Iteration 32Q: 3 clusters Score -1330778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1330786.125000 Penalty: 4631.924316
	Iteration 33Q: 3 clusters Score -1330786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1330791.000000 Penalty: 4631.924316
	Iteration 34Q: 3 clusters Score -1330791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1330793.125000 Penalty: 4631.924316
	Iteration 35Q: 3 clusters Score -1330793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1330795.250000 Penalty: 4631.924316
	Iteration 36Q: 3 clusters Score -1330795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1330795.875000 Penalty: 4631.924316
	Iteration 37Q: 3 clusters Score -1330796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1330800.375000 Penalty: 4631.924316
	Iteration 38Q: 3 clusters Score -1330800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1330800.625000 Penalty: 4631.924316
	Iteration 39Q: 3 clusters Score -1330801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1330822.875000 Penalty: 4631.924316
	Iteration 40F: 3 clusters Score -1330823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1330858.625000 Penalty: 4631.924316
	Iteration 41Q: 3 clusters Score -1330859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1330906.625000 Penalty: 4631.924316
	Iteration 42Q: 3 clusters Score -1330907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1330988.125000 Penalty: 4631.924316
	Iteration 43Q: 3 clusters Score -1330988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1331067.750000 Penalty: 4631.924316
	Iteration 44Q: 3 clusters Score -1331068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1331124.750000 Penalty: 4631.924316
	Iteration 45Q: 3 clusters Score -1331125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1331179.875000 Penalty: 4631.924316
	Iteration 46Q: 3 clusters Score -1331180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1331219.625000 Penalty: 4631.924316
	Iteration 47Q: 3 clusters Score -1331220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1331225.375000 Penalty: 4631.924316
	Iteration 48Q: 3 clusters Score -1331225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1331233.250000 Penalty: 4631.924316
	Iteration 49Q: 3 clusters Score -1331233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1331233.125000 Penalty: 4631.924316
	Iteration 50Q: 3 clusters Score -1331233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1331240.250000 Penalty: 4631.924316
	Iteration 51Q: 3 clusters Score -1331240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1331244.250000 Penalty: 4631.924316
	Iteration 52Q: 3 clusters Score -1331244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1331245.875000 Penalty: 4631.924316
	Iteration 53Q: 3 clusters Score -1331246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1331246.500000 Penalty: 4631.924316
	Iteration 54Q: 3 clusters Score -1331246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1331249.000000 Penalty: 4631.924316
	Iteration 55Q: 3 clusters Score -1331249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1331250.250000 Penalty: 4631.924316
	Iteration 56Q: 3 clusters Score -1331250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1331252.250000 Penalty: 4631.924316
	Iteration 57Q: 3 clusters Score -1331252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1331252.125000 Penalty: 4631.924316
	Iteration 58Q: 3 clusters Score -1331252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1331303.375000 Penalty: 4631.924316
	Iteration 59F: 3 clusters Score -1331303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1331333.500000 Penalty: 4631.924316
	Iteration 60F: 3 clusters Score -1331334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1331357.000000 Penalty: 4631.924316
	Iteration 61Q: 3 clusters Score -1331357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1331370.750000 Penalty: 4631.924316
	Iteration 62Q: 3 clusters Score -1331371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1331380.250000 Penalty: 4631.924316
	Iteration 63Q: 3 clusters Score -1331380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1331386.125000 Penalty: 4631.924316
	Iteration 64Q: 3 clusters Score -1331386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1331396.000000 Penalty: 4631.924316
	Iteration 65Q: 3 clusters Score -1331396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1331400.875000 Penalty: 4631.924316
	Iteration 66Q: 3 clusters Score -1331401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1331404.000000 Penalty: 4631.924316
	Iteration 67Q: 3 clusters Score -1331404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1331409.000000 Penalty: 4631.924316
	Iteration 68Q: 3 clusters Score -1331409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1331410.375000 Penalty: 4631.924316
	Iteration 69Q: 3 clusters Score -1331410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1331411.375000 Penalty: 4631.924316
	Iteration 70Q: 3 clusters Score -1331411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1331411.500000 Penalty: 4631.924316
	Iteration 71Q: 3 clusters Score -1331412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1331411.000000 Penalty: 4631.924316
	Iteration 72Q: 3 clusters Score -1331411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1331411.750000 Penalty: 4631.924316
	Iteration 73Q: 3 clusters Score -1331412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1331411.125000 Penalty: 4631.924316
	Iteration 74Q: 3 clusters Score -1331411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1331411.250000 Penalty: 4631.924316
	Iteration 75Q: 3 clusters Score -1331411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1331411.250000 Penalty: 4631.924316
	Iteration 76F: 3 clusters Score -1331411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -539728.750000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -539728.8 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 2438 members 
Entering Unmasked Estep 
Score: -535322.187500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -535322.2 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -536571.937500 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -536571.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -536897.187500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -536897.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -537207.437500 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -537207.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -537522.000000 Penalty: 4214.000977
	Iteration 4F: 3 clusters Score -537522 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -537788.687500 Penalty: 4214.000977
	Iteration 5F: 3 clusters Score -537788.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538040.250000 Penalty: 4214.000977
	Iteration 6F: 3 clusters Score -538040.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538226.125000 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -538226.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -538366.250000 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -538366.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -538491.437500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -538491.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -538588.750000 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -538588.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -538695.187500 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -538695.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -538789.500000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -538789.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -538859.000000 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -538859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -538913.375000 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -538913.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -538962.875000 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -538962.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -539003.312500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -539003.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -539031.500000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -539031.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -539043.062500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -539043.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -539052.187500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -539052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -539061.062500 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -539061.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -539069.562500 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -539069.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -539075.125000 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -539075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -539080.562500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -539080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -539084.125000 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -539084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -539088.937500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -539088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -539090.187500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -539090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -539092.875000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -539092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -539092.687500 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -539092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -539094.687500 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -539094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -539095.312500 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -539095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -539095.125000 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -539095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -539094.437500 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -539094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -539094.437500 Penalty: 4214.000977
	Iteration 33F: 3 clusters Score -539094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -415750.468750 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -415750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412088.062500 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -412088.1 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -413020.812500 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -413020.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -413335.500000 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -413335.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -413602.906250 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -413602.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -413934.750000 Penalty: 4069.517334
	Iteration 4F: 3 clusters Score -413934.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -414296.593750 Penalty: 4069.517334
	Iteration 5F: 3 clusters Score -414296.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -414681.875000 Penalty: 4069.517334
	Iteration 6F: 3 clusters Score -414681.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414918.031250 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -414918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -415055.687500 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -415055.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -415168.093750 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -415168.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -415222.968750 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -415223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -415260.093750 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -415260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -415287.781250 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -415287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -415303.593750 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -415303.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -415314.531250 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -415314.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -415325.031250 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -415325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -415328.750000 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -415328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -415331.406250 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -415331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -415333.656250 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -415333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -415333.812500 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -415333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -415335.125000 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -415335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -415335.218750 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -415335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -415336.281250 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -415336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -415337.437500 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -415337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -415337.437500 Penalty: 4069.517334
	Iteration 24F: 3 clusters Score -415337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -492310.125000 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -492310.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488150.343750 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -488150.3 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -489109.125000 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -489109.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -489387.593750 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -489387.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -489612.062500 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -489612.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -489796.562500 Penalty: 4155.909668
	Iteration 4F: 3 clusters Score -489796.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -489942.875000 Penalty: 4155.909668
	Iteration 5Q: 3 clusters Score -489942.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -490069.156250 Penalty: 4155.909668
	Iteration 6Q: 3 clusters Score -490069.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -490178.906250 Penalty: 4155.909668
	Iteration 7Q: 3 clusters Score -490178.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -490296.312500 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -490296.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -490437.468750 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -490437.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -490594.531250 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -490594.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -490768.718750 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -490768.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -490903.812500 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -490903.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -490989.125000 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -490989.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -491049.125000 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -491049.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -491093.250000 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -491093.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -491115.281250 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -491115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -491130.343750 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -491130.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -491145.593750 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -491145.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -491163.562500 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -491163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -491185.781250 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -491185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -491233.812500 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -491233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -491293.375000 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -491293.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -491404.343750 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -491404.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -491489.250000 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -491489.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -491522.250000 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -491522.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -491549.625000 Penalty: 4155.909668
	Iteration 26Q: 3 clusters Score -491549.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -491563.843750 Penalty: 4155.909668
	Iteration 27Q: 3 clusters Score -491563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -491569.125000 Penalty: 4155.909668
	Iteration 28Q: 3 clusters Score -491569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -491572.718750 Penalty: 4155.909668
	Iteration 29Q: 3 clusters Score -491572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -491575.437500 Penalty: 4155.909668
	Iteration 30Q: 3 clusters Score -491575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -491578.718750 Penalty: 4155.909668
	Iteration 31Q: 3 clusters Score -491578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -491578.906250 Penalty: 4155.909668
	Iteration 32Q: 3 clusters Score -491578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -491579.031250 Penalty: 4155.909668
	Iteration 33Q: 3 clusters Score -491579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -491579.031250 Penalty: 4155.909668
	Iteration 34F: 3 clusters Score -491579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Entering Unmasked Estep 
Score: -1766321.000000 Penalty: 2381.592041
	Iteration 0F: 2 clusters Score -1766321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1755590.250000 Penalty: 4763.184082
	Iteration 0F: 3 clusters Score -1755590 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1759057.125000 Penalty: 4763.184082
	Iteration 1F: 3 clusters Score -1759057 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1759379.625000 Penalty: 4763.184082
	Iteration 2F: 3 clusters Score -1759380 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1759600.000000 Penalty: 4763.184082
	Iteration 3Q: 3 clusters Score -1759600 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1759803.000000 Penalty: 4763.184082
	Iteration 4Q: 3 clusters Score -1759803 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1759977.500000 Penalty: 4763.184082
	Iteration 5Q: 3 clusters Score -1759978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1760133.500000 Penalty: 4763.184082
	Iteration 6Q: 3 clusters Score -1760134 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1760293.625000 Penalty: 4763.184082
	Iteration 7Q: 3 clusters Score -1760294 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1760477.000000 Penalty: 4763.184082
	Iteration 8Q: 3 clusters Score -1760477 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1760767.000000 Penalty: 4763.184082
	Iteration 9Q: 3 clusters Score -1760767 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1761163.875000 Penalty: 4763.184082
	Iteration 10Q: 3 clusters Score -1761164 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1761639.375000 Penalty: 4763.184082
	Iteration 11Q: 3 clusters Score -1761639 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1762168.250000 Penalty: 4763.184082
	Iteration 12F: 3 clusters Score -1762168 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1762641.000000 Penalty: 4763.184082
	Iteration 13Q: 3 clusters Score -1762641 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1763071.625000 Penalty: 4763.184082
	Iteration 14Q: 3 clusters Score -1763072 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1763405.000000 Penalty: 4763.184082
	Iteration 15Q: 3 clusters Score -1763405 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1763681.250000 Penalty: 4763.184082
	Iteration 16Q: 3 clusters Score -1763681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1763850.125000 Penalty: 4763.184082
	Iteration 17Q: 3 clusters Score -1763850 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1763962.250000 Penalty: 4763.184082
	Iteration 18Q: 3 clusters Score -1763962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1764024.375000 Penalty: 4763.184082
	Iteration 19Q: 3 clusters Score -1764024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1764071.375000 Penalty: 4763.184082
	Iteration 20F: 3 clusters Score -1764071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1764103.500000 Penalty: 4763.184082
	Iteration 21Q: 3 clusters Score -1764104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1764139.375000 Penalty: 4763.184082
	Iteration 22Q: 3 clusters Score -1764139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1764152.750000 Penalty: 4763.184082
	Iteration 23Q: 3 clusters Score -1764153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1764172.125000 Penalty: 4763.184082
	Iteration 24Q: 3 clusters Score -1764172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1764202.500000 Penalty: 4763.184082
	Iteration 25Q: 3 clusters Score -1764202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1764217.000000 Penalty: 4763.184082
	Iteration 26Q: 3 clusters Score -1764217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1764230.500000 Penalty: 4763.184082
	Iteration 27Q: 3 clusters Score -1764230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1764233.000000 Penalty: 4763.184082
	Iteration 28Q: 3 clusters Score -1764233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1764236.125000 Penalty: 4763.184082
	Iteration 29Q: 3 clusters Score -1764236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1764245.625000 Penalty: 4763.184082
	Iteration 30Q: 3 clusters Score -1764246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1764248.000000 Penalty: 4763.184082
	Iteration 31Q: 3 clusters Score -1764248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1764251.625000 Penalty: 4763.184082
	Iteration 32Q: 3 clusters Score -1764252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1764252.750000 Penalty: 4763.184082
	Iteration 33Q: 3 clusters Score -1764253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1764259.125000 Penalty: 4763.184082
	Iteration 34Q: 3 clusters Score -1764259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1764263.250000 Penalty: 4763.184082
	Iteration 35Q: 3 clusters Score -1764263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1764264.750000 Penalty: 4763.184082
	Iteration 36Q: 3 clusters Score -1764265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1764266.500000 Penalty: 4763.184082
	Iteration 37Q: 3 clusters Score -1764266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1764266.375000 Penalty: 4763.184082
	Iteration 38Q: 3 clusters Score -1764266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1764266.375000 Penalty: 4763.184082
	Iteration 39Q: 3 clusters Score -1764266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1764266.375000 Penalty: 4763.184082
	Iteration 40F: 3 clusters Score -1764266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -544528.250000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -544528.2 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 2416 members 
Entering Unmasked Estep 
Score: -540092.000000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -540092 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -541126.250000 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -541126.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -541402.750000 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -541402.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -541676.250000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -541676.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -541995.687500 Penalty: 4209.420410
	Iteration 4F: 3 clusters Score -541995.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -542296.687500 Penalty: 4209.420410
	Iteration 5F: 3 clusters Score -542296.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -542518.000000 Penalty: 4209.420410
	Iteration 6F: 3 clusters Score -542518 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -542686.437500 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -542686.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -542795.375000 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -542795.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -542881.062500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -542881.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -542940.187500 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -542940.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -542993.437500 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -542993.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -543030.312500 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -543030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -543062.062500 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -543062.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -543081.375000 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -543081.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -543090.625000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -543090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -543095.562500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -543095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -543102.187500 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -543102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -543108.187500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -543108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -543114.750000 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -543114.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -543125.125000 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -543125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -543133.062500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -543133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -543141.000000 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -543141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -543148.375000 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -543148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -543156.875000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -543156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -543162.250000 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -543162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -543166.687500 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -543166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -543170.437500 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -543170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -543174.812500 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -543174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -543180.500000 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -543180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -543189.000000 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -543189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -543196.625000 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -543196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -543204.375000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -543204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -543213.437500 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -543213.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -543225.625000 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -543225.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -543241.562500 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -543241.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -543263.812500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -543263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -543282.562500 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -543282.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -543304.562500 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -543304.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -543317.500000 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -543317.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -543325.625000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -543325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -543332.250000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -543332.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -543337.375000 Penalty: 4209.420410
	Iteration 42Q: 3 clusters Score -543337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -543343.000000 Penalty: 4209.420410
	Iteration 43Q: 3 clusters Score -543343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -543348.062500 Penalty: 4209.420410
	Iteration 44Q: 3 clusters Score -543348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -543348.750000 Penalty: 4209.420410
	Iteration 45Q: 3 clusters Score -543348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -543350.187500 Penalty: 4209.420410
	Iteration 46Q: 3 clusters Score -543350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -543350.437500 Penalty: 4209.420410
	Iteration 47Q: 3 clusters Score -543350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -543350.875000 Penalty: 4209.420410
	Iteration 48Q: 3 clusters Score -543350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -543350.875000 Penalty: 4209.420410
	Iteration 49F: 3 clusters Score -543350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -888476.562500 Penalty: 2218.086670
	Iteration 0F: 2 clusters Score -888476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -882322.687500 Penalty: 4436.173340
	Iteration 0F: 3 clusters Score -882322.7 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -883934.062500 Penalty: 4436.173340
	Iteration 1F: 3 clusters Score -883934.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -884212.875000 Penalty: 4436.173340
	Iteration 2F: 3 clusters Score -884212.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -884425.937500 Penalty: 4436.173340
	Iteration 3F: 3 clusters Score -884425.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -884609.500000 Penalty: 4436.173340
	Iteration 4Q: 3 clusters Score -884609.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -884812.562500 Penalty: 4436.173340
	Iteration 5Q: 3 clusters Score -884812.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -885044.687500 Penalty: 4436.173340
	Iteration 6Q: 3 clusters Score -885044.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -885271.625000 Penalty: 4436.173340
	Iteration 7Q: 3 clusters Score -885271.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -885506.000000 Penalty: 4436.173340
	Iteration 8Q: 3 clusters Score -885506 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -885727.812500 Penalty: 4436.173340
	Iteration 9Q: 3 clusters Score -885727.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -885902.500000 Penalty: 4436.173340
	Iteration 10Q: 3 clusters Score -885902.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -886044.687500 Penalty: 4436.173340
	Iteration 11Q: 3 clusters Score -886044.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -886159.562500 Penalty: 4436.173340
	Iteration 12Q: 3 clusters Score -886159.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -886230.937500 Penalty: 4436.173340
	Iteration 13Q: 3 clusters Score -886230.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -886288.000000 Penalty: 4436.173340
	Iteration 14Q: 3 clusters Score -886288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -886333.125000 Penalty: 4436.173340
	Iteration 15Q: 3 clusters Score -886333.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -886373.687500 Penalty: 4436.173340
	Iteration 16Q: 3 clusters Score -886373.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -886407.250000 Penalty: 4436.173340
	Iteration 17Q: 3 clusters Score -886407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -886426.375000 Penalty: 4436.173340
	Iteration 18Q: 3 clusters Score -886426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -886447.937500 Penalty: 4436.173340
	Iteration 19Q: 3 clusters Score -886447.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -886464.500000 Penalty: 4436.173340
	Iteration 20F: 3 clusters Score -886464.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -886476.812500 Penalty: 4436.173340
	Iteration 21Q: 3 clusters Score -886476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -886484.437500 Penalty: 4436.173340
	Iteration 22Q: 3 clusters Score -886484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -886487.062500 Penalty: 4436.173340
	Iteration 23Q: 3 clusters Score -886487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -886491.125000 Penalty: 4436.173340
	Iteration 24Q: 3 clusters Score -886491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -886495.500000 Penalty: 4436.173340
	Iteration 25Q: 3 clusters Score -886495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -886497.500000 Penalty: 4436.173340
	Iteration 26Q: 3 clusters Score -886497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -886503.687500 Penalty: 4436.173340
	Iteration 27Q: 3 clusters Score -886503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -886508.187500 Penalty: 4436.173340
	Iteration 28Q: 3 clusters Score -886508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -886511.187500 Penalty: 4436.173340
	Iteration 29Q: 3 clusters Score -886511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -886515.250000 Penalty: 4436.173340
	Iteration 30Q: 3 clusters Score -886515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -886518.687500 Penalty: 4436.173340
	Iteration 31Q: 3 clusters Score -886518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -886522.250000 Penalty: 4436.173340
	Iteration 32Q: 3 clusters Score -886522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -886526.187500 Penalty: 4436.173340
	Iteration 33Q: 3 clusters Score -886526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -886531.250000 Penalty: 4436.173340
	Iteration 34Q: 3 clusters Score -886531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -886539.250000 Penalty: 4436.173340
	Iteration 35Q: 3 clusters Score -886539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -886546.812500 Penalty: 4436.173340
	Iteration 36Q: 3 clusters Score -886546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -886552.500000 Penalty: 4436.173340
	Iteration 37Q: 3 clusters Score -886552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -886556.625000 Penalty: 4436.173340
	Iteration 38Q: 3 clusters Score -886556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -886560.187500 Penalty: 4436.173340
	Iteration 39Q: 3 clusters Score -886560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -886563.312500 Penalty: 4436.173340
	Iteration 40F: 3 clusters Score -886563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -886566.125000 Penalty: 4436.173340
	Iteration 41Q: 3 clusters Score -886566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -886567.562500 Penalty: 4436.173340
	Iteration 42Q: 3 clusters Score -886567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -886568.375000 Penalty: 4436.173340
	Iteration 43Q: 3 clusters Score -886568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -886570.312500 Penalty: 4436.173340
	Iteration 44Q: 3 clusters Score -886570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -886573.187500 Penalty: 4436.173340
	Iteration 45Q: 3 clusters Score -886573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -886572.250000 Penalty: 4436.173340
	Iteration 46Q: 3 clusters Score -886572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -886572.937500 Penalty: 4436.173340
	Iteration 47Q: 3 clusters Score -886572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -886572.937500 Penalty: 4436.173340
	Iteration 48F: 3 clusters Score -886572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -290110.843750 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -290110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287201.031250 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -287201 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -287777.843750 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -287777.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -287942.937500 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -287942.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288046.531250 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -288046.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -288116.937500 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -288116.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288189.875000 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -288189.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288258.937500 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -288258.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -288317.312500 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -288317.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -288376.281250 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -288376.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -288443.500000 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -288443.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288491.468750 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -288491.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -288529.468750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -288529.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -288555.593750 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -288555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -288573.843750 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -288573.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -288583.468750 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -288583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -288592.031250 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -288592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -288602.625000 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -288602.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -288616.218750 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -288616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -288626.156250 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -288626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -288634.937500 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -288634.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288640.718750 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -288640.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -288648.781250 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -288648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -288665.718750 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -288665.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -288678.843750 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -288678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -288685.500000 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -288685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -288688.781250 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -288688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288694.125000 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -288694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -288696.750000 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -288696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -288698.812500 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -288698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -288700.406250 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -288700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -288702.750000 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -288702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288705.093750 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -288705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -288705.406250 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -288705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -288706.468750 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -288706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -288708.187500 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -288708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -288710.125000 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -288710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -288711.781250 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -288711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -288715.406250 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -288715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288716.968750 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -288717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288718.406250 Penalty: 3882.707031
	Iteration 39Q: 3 clusters Score -288718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288719.187500 Penalty: 3882.707031
	Iteration 40F: 3 clusters Score -288719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -288721.093750 Penalty: 3882.707031
	Iteration 41Q: 3 clusters Score -288721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288721.375000 Penalty: 3882.707031
	Iteration 42Q: 3 clusters Score -288721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288721.375000 Penalty: 3882.707031
	Iteration 43F: 3 clusters Score -288721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -560273.562500 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -560273.6 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 2492 members 
Entering Unmasked Estep 
Score: -555750.750000 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -555750.8 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -556826.062500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -556826.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -557109.062500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -557109.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557330.812500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -557330.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -557506.875000 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -557506.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -557666.500000 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -557666.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -557843.312500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -557843.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -558014.625000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -558014.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -558169.750000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -558169.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -558286.812500 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -558286.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -558377.562500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -558377.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -558462.062500 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -558462.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -558552.000000 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -558552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -558628.375000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -558628.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -558690.250000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -558690.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -558738.437500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -558738.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -558767.062500 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -558767.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -558799.187500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -558799.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -558832.125000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -558832.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -558856.125000 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -558856.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -558870.562500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -558870.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -558885.312500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -558885.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -558898.187500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -558898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -558907.937500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -558907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -558912.312500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -558912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -558915.437500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -558915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -558917.812500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -558917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -558922.375000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -558922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -558924.687500 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -558924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -558926.750000 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -558926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -558927.812500 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -558927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -558927.875000 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -558927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -558927.750000 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -558927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -558927.750000 Penalty: 4223.733398
	Iteration 33F: 3 clusters Score -558927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -666356.562500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -666356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -661341.062500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -661341.1 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -662660.500000 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -662660.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -662905.062500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -662905.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -663040.437500 Penalty: 4304.263672
	Iteration 3Q: 3 clusters Score -663040.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -663141.375000 Penalty: 4304.263672
	Iteration 4Q: 3 clusters Score -663141.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -663233.187500 Penalty: 4304.263672
	Iteration 5Q: 3 clusters Score -663233.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -663317.125000 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -663317.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -663396.812500 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -663396.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -663471.625000 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -663471.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -663544.875000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -663544.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -663627.125000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -663627.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -663714.687500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -663714.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -663815.312500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -663815.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -663919.562500 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -663919.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -663997.750000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -663997.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -664074.937500 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -664074.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -664130.437500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -664130.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -664190.187500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -664190.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -664251.500000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -664251.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -664311.437500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -664311.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -664362.812500 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -664362.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -664415.375000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -664415.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -664468.375000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -664468.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -664523.000000 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -664523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -664576.312500 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -664576.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -664621.062500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -664621.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -664652.625000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -664652.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -664684.125000 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -664684.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -664704.375000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -664704.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -664724.250000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -664724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -664736.375000 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -664736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -664750.062500 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -664750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -664759.250000 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -664759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -664769.000000 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -664769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -664777.812500 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -664777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -664780.812500 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -664780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -664782.750000 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -664782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -664784.250000 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -664784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -664785.437500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -664785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -664785.750000 Penalty: 4304.263672
	Iteration 39Q: 3 clusters Score -664785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -664785.750000 Penalty: 4304.263672
	Iteration 40F: 3 clusters Score -664785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -592172.562500 Penalty: 2122.514648
	Iteration 0F: 2 clusters Score -592172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -587528.812500 Penalty: 4245.029297
	Iteration 0F: 3 clusters Score -587528.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -588654.125000 Penalty: 4245.029297
	Iteration 1F: 3 clusters Score -588654.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -588855.375000 Penalty: 4245.029297
	Iteration 2F: 3 clusters Score -588855.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -588993.812500 Penalty: 4245.029297
	Iteration 3Q: 3 clusters Score -588993.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -589100.250000 Penalty: 4245.029297
	Iteration 4Q: 3 clusters Score -589100.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -589184.687500 Penalty: 4245.029297
	Iteration 5Q: 3 clusters Score -589184.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -589264.125000 Penalty: 4245.029297
	Iteration 6Q: 3 clusters Score -589264.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -589326.187500 Penalty: 4245.029297
	Iteration 7Q: 3 clusters Score -589326.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -589370.625000 Penalty: 4245.029297
	Iteration 8Q: 3 clusters Score -589370.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -589410.000000 Penalty: 4245.029297
	Iteration 9Q: 3 clusters Score -589410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589448.562500 Penalty: 4245.029297
	Iteration 10Q: 3 clusters Score -589448.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -589489.062500 Penalty: 4245.029297
	Iteration 11Q: 3 clusters Score -589489.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -589532.437500 Penalty: 4245.029297
	Iteration 12Q: 3 clusters Score -589532.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -589565.687500 Penalty: 4245.029297
	Iteration 13Q: 3 clusters Score -589565.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -589598.937500 Penalty: 4245.029297
	Iteration 14Q: 3 clusters Score -589598.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -589629.937500 Penalty: 4245.029297
	Iteration 15Q: 3 clusters Score -589629.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -589665.625000 Penalty: 4245.029297
	Iteration 16Q: 3 clusters Score -589665.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589690.187500 Penalty: 4245.029297
	Iteration 17Q: 3 clusters Score -589690.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589713.062500 Penalty: 4245.029297
	Iteration 18Q: 3 clusters Score -589713.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -589735.375000 Penalty: 4245.029297
	Iteration 19Q: 3 clusters Score -589735.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -589760.312500 Penalty: 4245.029297
	Iteration 20F: 3 clusters Score -589760.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -589802.437500 Penalty: 4245.029297
	Iteration 21Q: 3 clusters Score -589802.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -589845.312500 Penalty: 4245.029297
	Iteration 22Q: 3 clusters Score -589845.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -589888.125000 Penalty: 4245.029297
	Iteration 23Q: 3 clusters Score -589888.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -589927.875000 Penalty: 4245.029297
	Iteration 24Q: 3 clusters Score -589927.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -589978.312500 Penalty: 4245.029297
	Iteration 25Q: 3 clusters Score -589978.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -590040.000000 Penalty: 4245.029297
	Iteration 26Q: 3 clusters Score -590040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -590112.875000 Penalty: 4245.029297
	Iteration 27Q: 3 clusters Score -590112.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590186.375000 Penalty: 4245.029297
	Iteration 28Q: 3 clusters Score -590186.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -590241.250000 Penalty: 4245.029297
	Iteration 29Q: 3 clusters Score -590241.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -590292.125000 Penalty: 4245.029297
	Iteration 30Q: 3 clusters Score -590292.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -590352.437500 Penalty: 4245.029297
	Iteration 31Q: 3 clusters Score -590352.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -590406.250000 Penalty: 4245.029297
	Iteration 32Q: 3 clusters Score -590406.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -590460.375000 Penalty: 4245.029297
	Iteration 33Q: 3 clusters Score -590460.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -590506.937500 Penalty: 4245.029297
	Iteration 34Q: 3 clusters Score -590506.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -590543.625000 Penalty: 4245.029297
	Iteration 35Q: 3 clusters Score -590543.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -590576.500000 Penalty: 4245.029297
	Iteration 36Q: 3 clusters Score -590576.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -590602.625000 Penalty: 4245.029297
	Iteration 37Q: 3 clusters Score -590602.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -590623.000000 Penalty: 4245.029297
	Iteration 38Q: 3 clusters Score -590623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -590643.125000 Penalty: 4245.029297
	Iteration 39Q: 3 clusters Score -590643.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -590660.875000 Penalty: 4245.029297
	Iteration 40F: 3 clusters Score -590660.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -590679.250000 Penalty: 4245.029297
	Iteration 41Q: 3 clusters Score -590679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -590698.062500 Penalty: 4245.029297
	Iteration 42Q: 3 clusters Score -590698.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -590718.000000 Penalty: 4245.029297
	Iteration 43Q: 3 clusters Score -590718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -590743.437500 Penalty: 4245.029297
	Iteration 44Q: 3 clusters Score -590743.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -590765.875000 Penalty: 4245.029297
	Iteration 45Q: 3 clusters Score -590765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -590783.000000 Penalty: 4245.029297
	Iteration 46Q: 3 clusters Score -590783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -590808.125000 Penalty: 4245.029297
	Iteration 47Q: 3 clusters Score -590808.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -590841.937500 Penalty: 4245.029297
	Iteration 48Q: 3 clusters Score -590841.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -590876.250000 Penalty: 4245.029297
	Iteration 49Q: 3 clusters Score -590876.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -590918.812500 Penalty: 4245.029297
	Iteration 50Q: 3 clusters Score -590918.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -590982.437500 Penalty: 4245.029297
	Iteration 51Q: 3 clusters Score -590982.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -591021.437500 Penalty: 4245.029297
	Iteration 52Q: 3 clusters Score -591021.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -591057.625000 Penalty: 4245.029297
	Iteration 53Q: 3 clusters Score -591057.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -591087.812500 Penalty: 4245.029297
	Iteration 54Q: 3 clusters Score -591087.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -591116.125000 Penalty: 4245.029297
	Iteration 55Q: 3 clusters Score -591116.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -591139.625000 Penalty: 4245.029297
	Iteration 56Q: 3 clusters Score -591139.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -591166.812500 Penalty: 4245.029297
	Iteration 57Q: 3 clusters Score -591166.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -591184.687500 Penalty: 4245.029297
	Iteration 58Q: 3 clusters Score -591184.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -591193.687500 Penalty: 4245.029297
	Iteration 59Q: 3 clusters Score -591193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -591197.687500 Penalty: 4245.029297
	Iteration 60F: 3 clusters Score -591197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -591201.312500 Penalty: 4245.029297
	Iteration 61Q: 3 clusters Score -591201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -591203.437500 Penalty: 4245.029297
	Iteration 62Q: 3 clusters Score -591203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -591205.937500 Penalty: 4245.029297
	Iteration 63Q: 3 clusters Score -591205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591206.375000 Penalty: 4245.029297
	Iteration 64Q: 3 clusters Score -591206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -591208.187500 Penalty: 4245.029297
	Iteration 65Q: 3 clusters Score -591208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591209.625000 Penalty: 4245.029297
	Iteration 66Q: 3 clusters Score -591209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591209.000000 Penalty: 4245.029297
	Iteration 67Q: 3 clusters Score -591209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591209.000000 Penalty: 4245.029297
	Iteration 68F: 3 clusters Score -591209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1686528.375000 Penalty: 2384.818848
	Iteration 0F: 2 clusters Score -1686528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1675707.625000 Penalty: 4769.637695
	Iteration 0F: 3 clusters Score -1675708 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1679534.125000 Penalty: 4769.637695
	Iteration 1F: 3 clusters Score -1679534 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1680271.875000 Penalty: 4769.637695
	Iteration 2F: 3 clusters Score -1680272 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1680927.250000 Penalty: 4769.637695
	Iteration 3F: 3 clusters Score -1680927 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1681522.125000 Penalty: 4769.637695
	Iteration 4F: 3 clusters Score -1681522 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1682068.375000 Penalty: 4769.637695
	Iteration 5F: 3 clusters Score -1682068 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1682637.500000 Penalty: 4769.637695
	Iteration 6F: 3 clusters Score -1682638 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1683089.750000 Penalty: 4769.637695
	Iteration 7Q: 3 clusters Score -1683090 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1683429.000000 Penalty: 4769.637695
	Iteration 8Q: 3 clusters Score -1683429 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1683684.500000 Penalty: 4769.637695
	Iteration 9Q: 3 clusters Score -1683684 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1683868.000000 Penalty: 4769.637695
	Iteration 10Q: 3 clusters Score -1683868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1684003.625000 Penalty: 4769.637695
	Iteration 11Q: 3 clusters Score -1684004 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1684083.125000 Penalty: 4769.637695
	Iteration 12Q: 3 clusters Score -1684083 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1684152.625000 Penalty: 4769.637695
	Iteration 13Q: 3 clusters Score -1684153 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1684221.875000 Penalty: 4769.637695
	Iteration 14Q: 3 clusters Score -1684222 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1684299.500000 Penalty: 4769.637695
	Iteration 15Q: 3 clusters Score -1684300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1684358.125000 Penalty: 4769.637695
	Iteration 16Q: 3 clusters Score -1684358 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1684413.875000 Penalty: 4769.637695
	Iteration 17Q: 3 clusters Score -1684414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1684475.000000 Penalty: 4769.637695
	Iteration 18Q: 3 clusters Score -1684475 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1684539.375000 Penalty: 4769.637695
	Iteration 19Q: 3 clusters Score -1684539 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1684603.500000 Penalty: 4769.637695
	Iteration 20F: 3 clusters Score -1684604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1684665.250000 Penalty: 4769.637695
	Iteration 21Q: 3 clusters Score -1684665 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1684736.500000 Penalty: 4769.637695
	Iteration 22Q: 3 clusters Score -1684736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1684814.250000 Penalty: 4769.637695
	Iteration 23Q: 3 clusters Score -1684814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1684888.250000 Penalty: 4769.637695
	Iteration 24Q: 3 clusters Score -1684888 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1684954.875000 Penalty: 4769.637695
	Iteration 25Q: 3 clusters Score -1684955 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1685018.125000 Penalty: 4769.637695
	Iteration 26Q: 3 clusters Score -1685018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1685046.625000 Penalty: 4769.637695
	Iteration 27Q: 3 clusters Score -1685047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1685072.125000 Penalty: 4769.637695
	Iteration 28Q: 3 clusters Score -1685072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1685086.750000 Penalty: 4769.637695
	Iteration 29Q: 3 clusters Score -1685087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1685104.375000 Penalty: 4769.637695
	Iteration 30Q: 3 clusters Score -1685104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1685110.625000 Penalty: 4769.637695
	Iteration 31Q: 3 clusters Score -1685111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1685126.750000 Penalty: 4769.637695
	Iteration 32Q: 3 clusters Score -1685127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1685140.500000 Penalty: 4769.637695
	Iteration 33Q: 3 clusters Score -1685140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1685151.625000 Penalty: 4769.637695
	Iteration 34Q: 3 clusters Score -1685152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1685170.625000 Penalty: 4769.637695
	Iteration 35Q: 3 clusters Score -1685171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1685184.250000 Penalty: 4769.637695
	Iteration 36Q: 3 clusters Score -1685184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1685191.750000 Penalty: 4769.637695
	Iteration 37Q: 3 clusters Score -1685192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1685195.500000 Penalty: 4769.637695
	Iteration 38Q: 3 clusters Score -1685196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1685214.750000 Penalty: 4769.637695
	Iteration 39Q: 3 clusters Score -1685215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1685225.750000 Penalty: 4769.637695
	Iteration 40F: 3 clusters Score -1685226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1685235.000000 Penalty: 4769.637695
	Iteration 41Q: 3 clusters Score -1685235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1685243.875000 Penalty: 4769.637695
	Iteration 42Q: 3 clusters Score -1685244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1685253.250000 Penalty: 4769.637695
	Iteration 43Q: 3 clusters Score -1685253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1685254.625000 Penalty: 4769.637695
	Iteration 44Q: 3 clusters Score -1685255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1685258.625000 Penalty: 4769.637695
	Iteration 45Q: 3 clusters Score -1685259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1685261.250000 Penalty: 4769.637695
	Iteration 46Q: 3 clusters Score -1685261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1685262.750000 Penalty: 4769.637695
	Iteration 47Q: 3 clusters Score -1685263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1685269.000000 Penalty: 4769.637695
	Iteration 48Q: 3 clusters Score -1685269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1685270.750000 Penalty: 4769.637695
	Iteration 49Q: 3 clusters Score -1685271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1685269.875000 Penalty: 4769.637695
	Iteration 50Q: 3 clusters Score -1685270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1685271.125000 Penalty: 4769.637695
	Iteration 51Q: 3 clusters Score -1685271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1685271.875000 Penalty: 4769.637695
	Iteration 52Q: 3 clusters Score -1685272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1685272.625000 Penalty: 4769.637695
	Iteration 53Q: 3 clusters Score -1685273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1685275.875000 Penalty: 4769.637695
	Iteration 54Q: 3 clusters Score -1685276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1685274.500000 Penalty: 4769.637695
	Iteration 55Q: 3 clusters Score -1685274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1685277.000000 Penalty: 4769.637695
	Iteration 56Q: 3 clusters Score -1685277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1685277.000000 Penalty: 4769.637695
	Iteration 57F: 3 clusters Score -1685277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Entering Unmasked Estep 
Score: -7843426.500000 Penalty: 2751.261719
	Iteration 0F: 2 clusters Score -7843426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -7799283.500000 Penalty: 5502.523438
	Iteration 0F: 3 clusters Score -7799284 nChanged 30682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -7816762.500000 Penalty: 5502.523438
	Iteration 1F: 3 clusters Score -7816762 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -7817574.000000 Penalty: 5502.523438
	Iteration 2Q: 3 clusters Score -7817574 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7818339.000000 Penalty: 5502.523438
	Iteration 3Q: 3 clusters Score -7818339 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7819288.500000 Penalty: 5502.523438
	Iteration 4Q: 3 clusters Score -7819288 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -7820460.000000 Penalty: 5502.523438
	Iteration 5Q: 3 clusters Score -7820460 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7821607.500000 Penalty: 5502.523438
	Iteration 6Q: 3 clusters Score -7821608 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7822857.000000 Penalty: 5502.523438
	Iteration 7Q: 3 clusters Score -7822857 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -7824352.500000 Penalty: 5502.523438
	Iteration 8Q: 3 clusters Score -7824352 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7825791.500000 Penalty: 5502.523438
	Iteration 9Q: 3 clusters Score -7825792 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -7827174.000000 Penalty: 5502.523438
	Iteration 10Q: 3 clusters Score -7827174 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -7828499.000000 Penalty: 5502.523438
	Iteration 11Q: 3 clusters Score -7828499 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -7829815.000000 Penalty: 5502.523438
	Iteration 12Q: 3 clusters Score -7829815 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -7830855.000000 Penalty: 5502.523438
	Iteration 13Q: 3 clusters Score -7830855 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7831595.000000 Penalty: 5502.523438
	Iteration 14Q: 3 clusters Score -7831595 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -7832139.000000 Penalty: 5502.523438
	Iteration 15Q: 3 clusters Score -7832139 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7832577.000000 Penalty: 5502.523438
	Iteration 16Q: 3 clusters Score -7832577 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7833045.500000 Penalty: 5502.523438
	Iteration 17Q: 3 clusters Score -7833046 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -7833503.500000 Penalty: 5502.523438
	Iteration 18Q: 3 clusters Score -7833504 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7833955.500000 Penalty: 5502.523438
	Iteration 19Q: 3 clusters Score -7833956 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -7834500.000000 Penalty: 5502.523438
	Iteration 20F: 3 clusters Score -7834500 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -7835108.500000 Penalty: 5502.523438
	Iteration 21Q: 3 clusters Score -7835108 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -7835774.500000 Penalty: 5502.523438
	Iteration 22Q: 3 clusters Score -7835774 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -7836456.000000 Penalty: 5502.523438
	Iteration 23Q: 3 clusters Score -7836456 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -7837052.000000 Penalty: 5502.523438
	Iteration 24Q: 3 clusters Score -7837052 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -7837571.000000 Penalty: 5502.523438
	Iteration 25Q: 3 clusters Score -7837571 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -7838113.500000 Penalty: 5502.523438
	Iteration 26Q: 3 clusters Score -7838114 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -7838580.500000 Penalty: 5502.523438
	Iteration 27Q: 3 clusters Score -7838580 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -7839044.000000 Penalty: 5502.523438
	Iteration 28Q: 3 clusters Score -7839044 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -7839418.500000 Penalty: 5502.523438
	Iteration 29Q: 3 clusters Score -7839418 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -7839714.000000 Penalty: 5502.523438
	Iteration 30Q: 3 clusters Score -7839714 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -7839980.000000 Penalty: 5502.523438
	Iteration 31Q: 3 clusters Score -7839980 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -7840173.500000 Penalty: 5502.523438
	Iteration 32Q: 3 clusters Score -7840174 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7840316.000000 Penalty: 5502.523438
	Iteration 33Q: 3 clusters Score -7840316 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7840460.000000 Penalty: 5502.523438
	Iteration 34Q: 3 clusters Score -7840460 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7840572.000000 Penalty: 5502.523438
	Iteration 35Q: 3 clusters Score -7840572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7840669.000000 Penalty: 5502.523438
	Iteration 36Q: 3 clusters Score -7840669 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7840803.000000 Penalty: 5502.523438
	Iteration 37Q: 3 clusters Score -7840803 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7840864.500000 Penalty: 5502.523438
	Iteration 38Q: 3 clusters Score -7840864 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7840959.500000 Penalty: 5502.523438
	Iteration 39Q: 3 clusters Score -7840960 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7841015.500000 Penalty: 5502.523438
	Iteration 40F: 3 clusters Score -7841016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7841048.500000 Penalty: 5502.523438
	Iteration 41Q: 3 clusters Score -7841048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7841083.000000 Penalty: 5502.523438
	Iteration 42Q: 3 clusters Score -7841083 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7841131.500000 Penalty: 5502.523438
	Iteration 43Q: 3 clusters Score -7841132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7841156.500000 Penalty: 5502.523438
	Iteration 44Q: 3 clusters Score -7841156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7841163.000000 Penalty: 5502.523438
	Iteration 45Q: 3 clusters Score -7841163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7841174.000000 Penalty: 5502.523438
	Iteration 46Q: 3 clusters Score -7841174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7841181.000000 Penalty: 5502.523438
	Iteration 47Q: 3 clusters Score -7841181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7841190.000000 Penalty: 5502.523438
	Iteration 48Q: 3 clusters Score -7841190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7841203.000000 Penalty: 5502.523438
	Iteration 49Q: 3 clusters Score -7841203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7841193.500000 Penalty: 5502.523438
	Iteration 50Q: 3 clusters Score -7841194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7841206.500000 Penalty: 5502.523438
	Iteration 51Q: 3 clusters Score -7841206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7841215.000000 Penalty: 5502.523438
	Iteration 52Q: 3 clusters Score -7841215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7841220.500000 Penalty: 5502.523438
	Iteration 53Q: 3 clusters Score -7841220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7841219.000000 Penalty: 5502.523438
	Iteration 54Q: 3 clusters Score -7841219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7841224.500000 Penalty: 5502.523438
	Iteration 55Q: 3 clusters Score -7841224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7841229.000000 Penalty: 5502.523438
	Iteration 56Q: 3 clusters Score -7841229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7841244.000000 Penalty: 5502.523438
	Iteration 57Q: 3 clusters Score -7841244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7841253.000000 Penalty: 5502.523438
	Iteration 58Q: 3 clusters Score -7841253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7841253.000000 Penalty: 5502.523438
	Iteration 59Q: 3 clusters Score -7841253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7841254.500000 Penalty: 5502.523438
	Iteration 60F: 3 clusters Score -7841254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7841266.500000 Penalty: 5502.523438
	Iteration 61Q: 3 clusters Score -7841266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7841261.500000 Penalty: 5502.523438
	Iteration 62Q: 3 clusters Score -7841262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7841262.500000 Penalty: 5502.523438
	Iteration 63Q: 3 clusters Score -7841262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7841262.500000 Penalty: 5502.523438
	Iteration 64Q: 3 clusters Score -7841262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7841270.000000 Penalty: 5502.523438
	Iteration 65Q: 3 clusters Score -7841270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7841265.500000 Penalty: 5502.523438
	Iteration 66Q: 3 clusters Score -7841266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7841260.000000 Penalty: 5502.523438
	Iteration 67Q: 3 clusters Score -7841260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7841258.500000 Penalty: 5502.523438
	Iteration 68Q: 3 clusters Score -7841258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7841258.000000 Penalty: 5502.523438
	Iteration 69Q: 3 clusters Score -7841258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7841270.000000 Penalty: 5502.523438
	Iteration 70Q: 3 clusters Score -7841270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7841270.000000 Penalty: 5502.523438
	Iteration 71Q: 3 clusters Score -7841270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7841276.000000 Penalty: 5502.523438
	Iteration 72Q: 3 clusters Score -7841276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7841285.500000 Penalty: 5502.523438
	Iteration 73Q: 3 clusters Score -7841286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7841284.500000 Penalty: 5502.523438
	Iteration 74Q: 3 clusters Score -7841284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7841291.500000 Penalty: 5502.523438
	Iteration 75Q: 3 clusters Score -7841292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7841292.500000 Penalty: 5502.523438
	Iteration 76Q: 3 clusters Score -7841292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7841294.500000 Penalty: 5502.523438
	Iteration 77Q: 3 clusters Score -7841294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7841300.000000 Penalty: 5502.523438
	Iteration 78Q: 3 clusters Score -7841300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7841297.000000 Penalty: 5502.523438
	Iteration 79Q: 3 clusters Score -7841297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7841298.000000 Penalty: 5502.523438
	Iteration 80F: 3 clusters Score -7841298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7841292.500000 Penalty: 5502.523438
	Iteration 81Q: 3 clusters Score -7841292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7841300.500000 Penalty: 5502.523438
	Iteration 82Q: 3 clusters Score -7841300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7841304.500000 Penalty: 5502.523438
	Iteration 83Q: 3 clusters Score -7841304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7841314.500000 Penalty: 5502.523438
	Iteration 84Q: 3 clusters Score -7841314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7841314.500000 Penalty: 5502.523438
	Iteration 85Q: 3 clusters Score -7841314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7841329.500000 Penalty: 5502.523438
	Iteration 86Q: 3 clusters Score -7841330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7841339.000000 Penalty: 5502.523438
	Iteration 87Q: 3 clusters Score -7841339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7841336.000000 Penalty: 5502.523438
	Iteration 88Q: 3 clusters Score -7841336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7841342.000000 Penalty: 5502.523438
	Iteration 89Q: 3 clusters Score -7841342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7841346.000000 Penalty: 5502.523438
	Iteration 90Q: 3 clusters Score -7841346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7841353.500000 Penalty: 5502.523438
	Iteration 91Q: 3 clusters Score -7841354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7841357.000000 Penalty: 5502.523438
	Iteration 92Q: 3 clusters Score -7841357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7841359.500000 Penalty: 5502.523438
	Iteration 93Q: 3 clusters Score -7841360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7841359.500000 Penalty: 5502.523438
	Iteration 94Q: 3 clusters Score -7841360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7841358.500000 Penalty: 5502.523438
	Iteration 95Q: 3 clusters Score -7841358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7841366.500000 Penalty: 5502.523438
	Iteration 96Q: 3 clusters Score -7841366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7841364.500000 Penalty: 5502.523438
	Iteration 97Q: 3 clusters Score -7841364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7841362.500000 Penalty: 5502.523438
	Iteration 98Q: 3 clusters Score -7841362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7841360.500000 Penalty: 5502.523438
	Iteration 99Q: 3 clusters Score -7841360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7841359.500000 Penalty: 5502.523438
	Iteration 100F: 3 clusters Score -7841360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -324158.125000 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -324158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -320757.625000 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -320757.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -321814.406250 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -321814.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -322347.468750 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -322347.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -322720.250000 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -322720.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -323045.718750 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -323045.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -323271.500000 Penalty: 4012.991455
	Iteration 5F: 3 clusters Score -323271.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -323409.375000 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -323409.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -323510.968750 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -323511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -323572.062500 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -323572.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -323621.218750 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -323621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -323662.375000 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -323662.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -323688.031250 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -323688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -323701.812500 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -323701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -323712.062500 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -323712.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323719.375000 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -323719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -323722.156250 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -323722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -323724.656250 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -323724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -323726.218750 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -323726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -323729.750000 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -323729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -323732.593750 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -323732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -323735.468750 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -323735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -323738.312500 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -323738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -323740.500000 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -323740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -323742.406250 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -323742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -323743.062500 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -323743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323744.250000 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -323744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323744.250000 Penalty: 4012.991455
	Iteration 26F: 3 clusters Score -323744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1033180.625000 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -1033181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1026245.375000 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -1026245 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1028256.000000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -1028256 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1028596.937500 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -1028597 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1028911.812500 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -1028912 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1029202.625000 Penalty: 4504.020996
	Iteration 4F: 3 clusters Score -1029203 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1029492.375000 Penalty: 4504.020996
	Iteration 5Q: 3 clusters Score -1029492 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1029875.125000 Penalty: 4504.020996
	Iteration 6F: 3 clusters Score -1029875 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1030308.562500 Penalty: 4504.020996
	Iteration 7F: 3 clusters Score -1030309 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1030780.687500 Penalty: 4504.020996
	Iteration 8F: 3 clusters Score -1030781 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1031190.500000 Penalty: 4504.020996
	Iteration 9F: 3 clusters Score -1031190 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1031510.562500 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -1031511 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1031730.625000 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -1031731 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1031891.625000 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -1031892 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1032018.125000 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -1032018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1032092.312500 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -1032092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1032151.250000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -1032151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1032194.312500 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -1032194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1032239.000000 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -1032239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1032261.937500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -1032262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1032278.750000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -1032279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1032295.500000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -1032296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1032308.937500 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -1032309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1032316.250000 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -1032316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1032325.812500 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -1032326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1032327.875000 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -1032328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1032330.312500 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -1032330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1032332.562500 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -1032333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1032331.812500 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -1032332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1032332.937500 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -1032333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1032332.812500 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -1032333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1032332.812500 Penalty: 4504.020996
	Iteration 30F: 3 clusters Score -1032333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -310865.593750 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -310865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -307726.156250 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -307726.2 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -308589.343750 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -308589.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -308846.281250 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -308846.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -309042.625000 Penalty: 3955.368408
	Iteration 3F: 3 clusters Score -309042.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -309342.968750 Penalty: 3955.368408
	Iteration 4F: 3 clusters Score -309343 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -309587.062500 Penalty: 3955.368408
	Iteration 5F: 3 clusters Score -309587.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309744.218750 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -309744.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -309848.875000 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -309848.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -309901.406250 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -309901.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -309933.500000 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -309933.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -309954.343750 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -309954.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -309968.312500 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -309968.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -309977.281250 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -309977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -309980.562500 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -309980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -309982.625000 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -309982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -309984.031250 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -309984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -309986.156250 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -309986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -309988.093750 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -309988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -309989.750000 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -309989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -309989.687500 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -309989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -309990.187500 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -309990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -309991.125000 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -309991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -309991.125000 Penalty: 3955.368408
	Iteration 22F: 3 clusters Score -309991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Entering Unmasked Estep 
Score: -1837705.500000 Penalty: 2409.062012
	Iteration 0F: 2 clusters Score -1837706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1825912.250000 Penalty: 4818.124023
	Iteration 0F: 3 clusters Score -1825912 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1830010.875000 Penalty: 4818.124023
	Iteration 1F: 3 clusters Score -1830011 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1831095.000000 Penalty: 4818.124023
	Iteration 2F: 3 clusters Score -1831095 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1832629.125000 Penalty: 4818.124023
	Iteration 3F: 3 clusters Score -1832629 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1834225.375000 Penalty: 4818.124023
	Iteration 4F: 3 clusters Score -1834225 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1835402.000000 Penalty: 4818.124023
	Iteration 5F: 3 clusters Score -1835402 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1836229.375000 Penalty: 4818.124023
	Iteration 6F: 3 clusters Score -1836229 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1836763.875000 Penalty: 4818.124023
	Iteration 7Q: 3 clusters Score -1836764 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1837114.125000 Penalty: 4818.124023
	Iteration 8Q: 3 clusters Score -1837114 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1837349.375000 Penalty: 4818.124023
	Iteration 9Q: 3 clusters Score -1837349 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1837553.250000 Penalty: 4818.124023
	Iteration 10Q: 3 clusters Score -1837553 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1837758.375000 Penalty: 4818.124023
	Iteration 11Q: 3 clusters Score -1837758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1837950.625000 Penalty: 4818.124023
	Iteration 12Q: 3 clusters Score -1837951 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1838169.625000 Penalty: 4818.124023
	Iteration 13Q: 3 clusters Score -1838170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1838361.375000 Penalty: 4818.124023
	Iteration 14Q: 3 clusters Score -1838361 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1838476.750000 Penalty: 4818.124023
	Iteration 15Q: 3 clusters Score -1838477 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1838535.625000 Penalty: 4818.124023
	Iteration 16Q: 3 clusters Score -1838536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1838564.625000 Penalty: 4818.124023
	Iteration 17Q: 3 clusters Score -1838565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1838583.750000 Penalty: 4818.124023
	Iteration 18Q: 3 clusters Score -1838584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1838590.875000 Penalty: 4818.124023
	Iteration 19Q: 3 clusters Score -1838591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1838591.875000 Penalty: 4818.124023
	Iteration 20F: 3 clusters Score -1838592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1838593.625000 Penalty: 4818.124023
	Iteration 21Q: 3 clusters Score -1838594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1838601.125000 Penalty: 4818.124023
	Iteration 22Q: 3 clusters Score -1838601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1838600.500000 Penalty: 4818.124023
	Iteration 23Q: 3 clusters Score -1838600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1838604.625000 Penalty: 4818.124023
	Iteration 24Q: 3 clusters Score -1838605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1838606.625000 Penalty: 4818.124023
	Iteration 25Q: 3 clusters Score -1838607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1838606.250000 Penalty: 4818.124023
	Iteration 26Q: 3 clusters Score -1838606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1838608.375000 Penalty: 4818.124023
	Iteration 27Q: 3 clusters Score -1838608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1838609.500000 Penalty: 4818.124023
	Iteration 28Q: 3 clusters Score -1838610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1838609.875000 Penalty: 4818.124023
	Iteration 29Q: 3 clusters Score -1838610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1838611.125000 Penalty: 4818.124023
	Iteration 30Q: 3 clusters Score -1838611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1838611.375000 Penalty: 4818.124023
	Iteration 31Q: 3 clusters Score -1838611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1838611.125000 Penalty: 4818.124023
	Iteration 32Q: 3 clusters Score -1838611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1838610.125000 Penalty: 4818.124023
	Iteration 33Q: 3 clusters Score -1838610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1838609.000000 Penalty: 4818.124023
	Iteration 34Q: 3 clusters Score -1838609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1838612.375000 Penalty: 4818.124023
	Iteration 35Q: 3 clusters Score -1838612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1838613.250000 Penalty: 4818.124023
	Iteration 36Q: 3 clusters Score -1838613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1838609.500000 Penalty: 4818.124023
	Iteration 37Q: 3 clusters Score -1838610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1838611.000000 Penalty: 4818.124023
	Iteration 38Q: 3 clusters Score -1838611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1838611.250000 Penalty: 4818.124023
	Iteration 39Q: 3 clusters Score -1838611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1838611.250000 Penalty: 4818.124023
	Iteration 40F: 3 clusters Score -1838611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Mstep: Class 31 contains 3940 members 
Entering Unmasked Estep 
Score: -45041444.000000 Penalty: 99034.976562
Splitting cluster 19 changes total score from -45041324.000000 to -45041444.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (71842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Entering Unmasked Estep 
Score: -8592122.000000 Penalty: 2773.191650
	Iteration 0F: 2 clusters Score -8592122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8543903.000000 Penalty: 5546.383301
	Iteration 0F: 3 clusters Score -8543903 nChanged 33734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -8562912.000000 Penalty: 5546.383301
	Iteration 1F: 3 clusters Score -8562912 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -8563450.000000 Penalty: 5546.383301
	Iteration 2Q: 3 clusters Score -8563450 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -8564221.000000 Penalty: 5546.383301
	Iteration 3Q: 3 clusters Score -8564221 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -8565144.000000 Penalty: 5546.383301
	Iteration 4Q: 3 clusters Score -8565144 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -8566346.000000 Penalty: 5546.383301
	Iteration 5Q: 3 clusters Score -8566346 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8568167.000000 Penalty: 5546.383301
	Iteration 6Q: 3 clusters Score -8568167 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -8570800.000000 Penalty: 5546.383301
	Iteration 7F: 3 clusters Score -8570800 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -8574644.000000 Penalty: 5546.383301
	Iteration 8F: 3 clusters Score -8574644 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -8579511.000000 Penalty: 5546.383301
	Iteration 9F: 3 clusters Score -8579511 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -8584196.000000 Penalty: 5546.383301
	Iteration 10F: 3 clusters Score -8584196 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8587213.000000 Penalty: 5546.383301
	Iteration 11Q: 3 clusters Score -8587213 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8588671.000000 Penalty: 5546.383301
	Iteration 12Q: 3 clusters Score -8588671 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8589366.000000 Penalty: 5546.383301
	Iteration 13Q: 3 clusters Score -8589366 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8589616.000000 Penalty: 5546.383301
	Iteration 14Q: 3 clusters Score -8589616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8589780.000000 Penalty: 5546.383301
	Iteration 15Q: 3 clusters Score -8589780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8589843.000000 Penalty: 5546.383301
	Iteration 16Q: 3 clusters Score -8589843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8589869.000000 Penalty: 5546.383301
	Iteration 17Q: 3 clusters Score -8589869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8589888.000000 Penalty: 5546.383301
	Iteration 18Q: 3 clusters Score -8589888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8589902.000000 Penalty: 5546.383301
	Iteration 19Q: 3 clusters Score -8589902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8589904.000000 Penalty: 5546.383301
	Iteration 20F: 3 clusters Score -8589904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8589920.000000 Penalty: 5546.383301
	Iteration 21Q: 3 clusters Score -8589920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8589932.000000 Penalty: 5546.383301
	Iteration 22Q: 3 clusters Score -8589932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8589936.000000 Penalty: 5546.383301
	Iteration 23Q: 3 clusters Score -8589936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8589947.000000 Penalty: 5546.383301
	Iteration 24Q: 3 clusters Score -8589947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8589942.000000 Penalty: 5546.383301
	Iteration 25Q: 3 clusters Score -8589942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8589953.000000 Penalty: 5546.383301
	Iteration 26Q: 3 clusters Score -8589953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8589956.000000 Penalty: 5546.383301
	Iteration 27Q: 3 clusters Score -8589956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8589955.000000 Penalty: 5546.383301
	Iteration 28Q: 3 clusters Score -8589955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8589959.000000 Penalty: 5546.383301
	Iteration 29Q: 3 clusters Score -8589959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8589959.000000 Penalty: 5546.383301
	Iteration 30Q: 3 clusters Score -8589959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8589963.000000 Penalty: 5546.383301
	Iteration 31Q: 3 clusters Score -8589963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8589971.000000 Penalty: 5546.383301
	Iteration 32Q: 3 clusters Score -8589971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8589971.000000 Penalty: 5546.383301
	Iteration 33F: 3 clusters Score -8589971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -180078.359375 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -180078.4 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 868 members 
Entering Unmasked Estep 
Score: -177721.484375 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -177721.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -178184.515625 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -178184.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178309.015625 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -178309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178385.703125 Penalty: 3695.239502
	Iteration 3Q: 3 clusters Score -178385.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -178433.734375 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -178433.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178464.359375 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -178464.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178503.156250 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -178503.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -178525.718750 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -178525.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178551.031250 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -178551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178582.171875 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -178582.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178627.875000 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -178627.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178682.062500 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -178682.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178719.703125 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -178719.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178762.562500 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -178762.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -178806.437500 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -178806.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -178859.765625 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -178859.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178926.781250 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -178926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -178995.531250 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -178995.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -179078.250000 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -179078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -179154.281250 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -179154.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179195.578125 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -179195.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -179222.437500 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -179222.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -179248.421875 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -179248.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -179288.218750 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -179288.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -179311.703125 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -179311.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -179323.093750 Penalty: 3695.239502
	Iteration 25Q: 3 clusters Score -179323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179330.171875 Penalty: 3695.239502
	Iteration 26Q: 3 clusters Score -179330.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -179342.687500 Penalty: 3695.239502
	Iteration 27Q: 3 clusters Score -179342.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -179357.656250 Penalty: 3695.239502
	Iteration 28Q: 3 clusters Score -179357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -179369.156250 Penalty: 3695.239502
	Iteration 29Q: 3 clusters Score -179369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -179383.453125 Penalty: 3695.239502
	Iteration 30Q: 3 clusters Score -179383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -179409.515625 Penalty: 3695.239502
	Iteration 31Q: 3 clusters Score -179409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -179417.171875 Penalty: 3695.239502
	Iteration 32Q: 3 clusters Score -179417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -179424.171875 Penalty: 3695.239502
	Iteration 33Q: 3 clusters Score -179424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -179425.734375 Penalty: 3695.239502
	Iteration 34Q: 3 clusters Score -179425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -179428.515625 Penalty: 3695.239502
	Iteration 35Q: 3 clusters Score -179428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -179428.515625 Penalty: 3695.239502
	Iteration 36F: 3 clusters Score -179428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Entering Unmasked Estep 
Score: -9370133.000000 Penalty: 2792.171387
	Iteration 0F: 2 clusters Score -9370133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -9318051.000000 Penalty: 5584.342773
	Iteration 0F: 3 clusters Score -9318051 nChanged 36459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -9338615.000000 Penalty: 5584.342773
	Iteration 1F: 3 clusters Score -9338615 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -9339417.000000 Penalty: 5584.342773
	Iteration 2Q: 3 clusters Score -9339417 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -9340512.000000 Penalty: 5584.342773
	Iteration 3Q: 3 clusters Score -9340512 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9342171.000000 Penalty: 5584.342773
	Iteration 4Q: 3 clusters Score -9342171 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9344553.000000 Penalty: 5584.342773
	Iteration 5F: 3 clusters Score -9344553 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -9348428.000000 Penalty: 5584.342773
	Iteration 6F: 3 clusters Score -9348428 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -9353439.000000 Penalty: 5584.342773
	Iteration 7F: 3 clusters Score -9353439 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -9358644.000000 Penalty: 5584.342773
	Iteration 8F: 3 clusters Score -9358644 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -9362881.000000 Penalty: 5584.342773
	Iteration 9F: 3 clusters Score -9362881 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -9365438.000000 Penalty: 5584.342773
	Iteration 10Q: 3 clusters Score -9365438 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -9366661.000000 Penalty: 5584.342773
	Iteration 11Q: 3 clusters Score -9366661 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -9367250.000000 Penalty: 5584.342773
	Iteration 12Q: 3 clusters Score -9367250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -9367486.000000 Penalty: 5584.342773
	Iteration 13Q: 3 clusters Score -9367486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -9367604.000000 Penalty: 5584.342773
	Iteration 14Q: 3 clusters Score -9367604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -9367645.000000 Penalty: 5584.342773
	Iteration 15Q: 3 clusters Score -9367645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -9367681.000000 Penalty: 5584.342773
	Iteration 16Q: 3 clusters Score -9367681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -9367710.000000 Penalty: 5584.342773
	Iteration 17Q: 3 clusters Score -9367710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -9367724.000000 Penalty: 5584.342773
	Iteration 18Q: 3 clusters Score -9367724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -9367747.000000 Penalty: 5584.342773
	Iteration 19Q: 3 clusters Score -9367747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -9367754.000000 Penalty: 5584.342773
	Iteration 20F: 3 clusters Score -9367754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9367758.000000 Penalty: 5584.342773
	Iteration 21Q: 3 clusters Score -9367758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -9367771.000000 Penalty: 5584.342773
	Iteration 22Q: 3 clusters Score -9367771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -9367765.000000 Penalty: 5584.342773
	Iteration 23Q: 3 clusters Score -9367765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9367764.000000 Penalty: 5584.342773
	Iteration 24Q: 3 clusters Score -9367764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9367769.000000 Penalty: 5584.342773
	Iteration 25Q: 3 clusters Score -9367769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9367769.000000 Penalty: 5584.342773
	Iteration 26F: 3 clusters Score -9367769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -958040.187500 Penalty: 2235.643311
	Iteration 0F: 2 clusters Score -958040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -951546.125000 Penalty: 4471.286621
	Iteration 0F: 3 clusters Score -951546.1 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -953347.437500 Penalty: 4471.286621
	Iteration 1F: 3 clusters Score -953347.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -953622.250000 Penalty: 4471.286621
	Iteration 2F: 3 clusters Score -953622.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -953830.375000 Penalty: 4471.286621
	Iteration 3F: 3 clusters Score -953830.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -953969.062500 Penalty: 4471.286621
	Iteration 4Q: 3 clusters Score -953969.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -954093.062500 Penalty: 4471.286621
	Iteration 5Q: 3 clusters Score -954093.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -954224.187500 Penalty: 4471.286621
	Iteration 6Q: 3 clusters Score -954224.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -954338.750000 Penalty: 4471.286621
	Iteration 7Q: 3 clusters Score -954338.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -954466.562500 Penalty: 4471.286621
	Iteration 8Q: 3 clusters Score -954466.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -954617.312500 Penalty: 4471.286621
	Iteration 9Q: 3 clusters Score -954617.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -954794.812500 Penalty: 4471.286621
	Iteration 10Q: 3 clusters Score -954794.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -954993.687500 Penalty: 4471.286621
	Iteration 11Q: 3 clusters Score -954993.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -955187.187500 Penalty: 4471.286621
	Iteration 12Q: 3 clusters Score -955187.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -955374.187500 Penalty: 4471.286621
	Iteration 13Q: 3 clusters Score -955374.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -955564.500000 Penalty: 4471.286621
	Iteration 14Q: 3 clusters Score -955564.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -955747.500000 Penalty: 4471.286621
	Iteration 15Q: 3 clusters Score -955747.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -955905.187500 Penalty: 4471.286621
	Iteration 16Q: 3 clusters Score -955905.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -956034.000000 Penalty: 4471.286621
	Iteration 17Q: 3 clusters Score -956034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -956148.187500 Penalty: 4471.286621
	Iteration 18Q: 3 clusters Score -956148.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -956219.750000 Penalty: 4471.286621
	Iteration 19Q: 3 clusters Score -956219.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -956274.125000 Penalty: 4471.286621
	Iteration 20F: 3 clusters Score -956274.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -956310.687500 Penalty: 4471.286621
	Iteration 21Q: 3 clusters Score -956310.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -956334.500000 Penalty: 4471.286621
	Iteration 22Q: 3 clusters Score -956334.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -956349.937500 Penalty: 4471.286621
	Iteration 23Q: 3 clusters Score -956349.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -956360.125000 Penalty: 4471.286621
	Iteration 24Q: 3 clusters Score -956360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -956368.500000 Penalty: 4471.286621
	Iteration 25Q: 3 clusters Score -956368.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -956375.687500 Penalty: 4471.286621
	Iteration 26Q: 3 clusters Score -956375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -956380.562500 Penalty: 4471.286621
	Iteration 27Q: 3 clusters Score -956380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -956382.125000 Penalty: 4471.286621
	Iteration 28Q: 3 clusters Score -956382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -956385.125000 Penalty: 4471.286621
	Iteration 29Q: 3 clusters Score -956385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -956387.500000 Penalty: 4471.286621
	Iteration 30Q: 3 clusters Score -956387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -956388.937500 Penalty: 4471.286621
	Iteration 31Q: 3 clusters Score -956388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -956392.812500 Penalty: 4471.286621
	Iteration 32Q: 3 clusters Score -956392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -956395.625000 Penalty: 4471.286621
	Iteration 33Q: 3 clusters Score -956395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -956399.375000 Penalty: 4471.286621
	Iteration 34Q: 3 clusters Score -956399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -956402.625000 Penalty: 4471.286621
	Iteration 35Q: 3 clusters Score -956402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -956405.437500 Penalty: 4471.286621
	Iteration 36Q: 3 clusters Score -956405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -956409.000000 Penalty: 4471.286621
	Iteration 37Q: 3 clusters Score -956409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -956413.312500 Penalty: 4471.286621
	Iteration 38Q: 3 clusters Score -956413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -956414.312500 Penalty: 4471.286621
	Iteration 39Q: 3 clusters Score -956414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -956413.125000 Penalty: 4471.286621
	Iteration 40F: 3 clusters Score -956413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -956414.312500 Penalty: 4471.286621
	Iteration 41Q: 3 clusters Score -956414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -956415.187500 Penalty: 4471.286621
	Iteration 42Q: 3 clusters Score -956415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -956416.875000 Penalty: 4471.286621
	Iteration 43Q: 3 clusters Score -956416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -956416.875000 Penalty: 4471.286621
	Iteration 44F: 3 clusters Score -956416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -545993.250000 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -545993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -541652.375000 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -541652.4 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -542666.062500 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -542666.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -542855.375000 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -542855.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -543005.937500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -543005.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -543134.875000 Penalty: 4197.831543
	Iteration 4Q: 3 clusters Score -543134.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -543261.687500 Penalty: 4197.831543
	Iteration 5Q: 3 clusters Score -543261.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -543386.125000 Penalty: 4197.831543
	Iteration 6Q: 3 clusters Score -543386.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -543524.562500 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -543524.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -543656.187500 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -543656.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -543744.875000 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -543744.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -543826.750000 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -543826.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -543906.875000 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -543906.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -543992.312500 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -543992.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -544083.187500 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -544083.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -544208.562500 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -544208.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -544369.812500 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -544369.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -544597.625000 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -544597.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -544865.187500 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -544865.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -545117.187500 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -545117.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -545331.687500 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -545331.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -545478.562500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -545478.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -545522.312500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -545522.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -545536.312500 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -545536.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545543.937500 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -545543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -545549.562500 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -545549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -545551.375000 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -545551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -545553.250000 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -545553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -545554.937500 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -545554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -545554.562500 Penalty: 4197.831543
	Iteration 28Q: 3 clusters Score -545554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -545554.875000 Penalty: 4197.831543
	Iteration 29Q: 3 clusters Score -545554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -545554.500000 Penalty: 4197.831543
	Iteration 30Q: 3 clusters Score -545554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -545554.687500 Penalty: 4197.831543
	Iteration 31Q: 3 clusters Score -545554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -545554.687500 Penalty: 4197.831543
	Iteration 32F: 3 clusters Score -545554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -215327.968750 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -215328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212800.125000 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -212800.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -213300.234375 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -213300.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -213568.031250 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -213568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -213850.609375 Penalty: 3735.117920
	Iteration 3F: 3 clusters Score -213850.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214152.140625 Penalty: 3735.117920
	Iteration 4F: 3 clusters Score -214152.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -214473.468750 Penalty: 3735.117920
	Iteration 5F: 3 clusters Score -214473.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -214623.093750 Penalty: 3735.117920
	Iteration 6F: 3 clusters Score -214623.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -214683.187500 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -214683.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -214728.406250 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -214728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -214750.546875 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -214750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -214758.421875 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -214758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -214762.593750 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -214762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -214765.921875 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -214765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -214767.796875 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -214767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -214770.062500 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -214770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -214770.937500 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -214770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -214770.937500 Penalty: 3735.117920
	Iteration 16F: 3 clusters Score -214770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -318395.156250 Penalty: 1992.909912
	Iteration 0F: 2 clusters Score -318395.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -315145.968750 Penalty: 3985.819824
	Iteration 0F: 3 clusters Score -315146 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -315964.031250 Penalty: 3985.819824
	Iteration 1F: 3 clusters Score -315964 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -316253.656250 Penalty: 3985.819824
	Iteration 2F: 3 clusters Score -316253.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -316441.656250 Penalty: 3985.819824
	Iteration 3F: 3 clusters Score -316441.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -316599.968750 Penalty: 3985.819824
	Iteration 4Q: 3 clusters Score -316600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316732.593750 Penalty: 3985.819824
	Iteration 5Q: 3 clusters Score -316732.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -316866.750000 Penalty: 3985.819824
	Iteration 6Q: 3 clusters Score -316866.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -316974.156250 Penalty: 3985.819824
	Iteration 7Q: 3 clusters Score -316974.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -317069.875000 Penalty: 3985.819824
	Iteration 8Q: 3 clusters Score -317069.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -317156.406250 Penalty: 3985.819824
	Iteration 9Q: 3 clusters Score -317156.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -317205.125000 Penalty: 3985.819824
	Iteration 10Q: 3 clusters Score -317205.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -317248.187500 Penalty: 3985.819824
	Iteration 11Q: 3 clusters Score -317248.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -317290.406250 Penalty: 3985.819824
	Iteration 12Q: 3 clusters Score -317290.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -317318.218750 Penalty: 3985.819824
	Iteration 13Q: 3 clusters Score -317318.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -317340.968750 Penalty: 3985.819824
	Iteration 14Q: 3 clusters Score -317341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -317358.500000 Penalty: 3985.819824
	Iteration 15Q: 3 clusters Score -317358.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -317366.125000 Penalty: 3985.819824
	Iteration 16Q: 3 clusters Score -317366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -317371.156250 Penalty: 3985.819824
	Iteration 17Q: 3 clusters Score -317371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -317373.093750 Penalty: 3985.819824
	Iteration 18Q: 3 clusters Score -317373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -317373.906250 Penalty: 3985.819824
	Iteration 19Q: 3 clusters Score -317373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -317374.687500 Penalty: 3985.819824
	Iteration 20F: 3 clusters Score -317374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -317376.781250 Penalty: 3985.819824
	Iteration 21Q: 3 clusters Score -317376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -317379.750000 Penalty: 3985.819824
	Iteration 22Q: 3 clusters Score -317379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -317382.468750 Penalty: 3985.819824
	Iteration 23Q: 3 clusters Score -317382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -317385.468750 Penalty: 3985.819824
	Iteration 24Q: 3 clusters Score -317385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -317386.593750 Penalty: 3985.819824
	Iteration 25Q: 3 clusters Score -317386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -317387.468750 Penalty: 3985.819824
	Iteration 26Q: 3 clusters Score -317387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -317387.468750 Penalty: 3985.819824
	Iteration 27F: 3 clusters Score -317387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -620348.625000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -620348.6 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 2627 members 
Entering Unmasked Estep 
Score: -615616.312500 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -615616.3 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -616820.500000 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -616820.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -617033.125000 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -617033.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -617169.625000 Penalty: 4256.042969
	Iteration 3Q: 3 clusters Score -617169.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -617284.875000 Penalty: 4256.042969
	Iteration 4Q: 3 clusters Score -617284.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -617382.500000 Penalty: 4256.042969
	Iteration 5Q: 3 clusters Score -617382.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -617454.562500 Penalty: 4256.042969
	Iteration 6Q: 3 clusters Score -617454.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -617519.125000 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -617519.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -617579.937500 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -617579.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -617632.812500 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -617632.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -617689.062500 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -617689.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -617747.187500 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -617747.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -617802.250000 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -617802.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -617852.062500 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -617852.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -617892.062500 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -617892.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -617933.250000 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -617933.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -617984.562500 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -617984.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -618027.437500 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -618027.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -618070.312500 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -618070.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -618127.187500 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -618127.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -618186.812500 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -618186.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -618237.000000 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -618237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -618279.562500 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -618279.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -618306.437500 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -618306.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -618333.812500 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -618333.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -618356.187500 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -618356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -618374.687500 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -618374.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -618390.500000 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -618390.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -618413.500000 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -618413.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -618424.375000 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -618424.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -618429.937500 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -618429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -618435.062500 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -618435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -618440.937500 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -618440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -618450.062500 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -618450.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -618458.000000 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -618458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -618465.562500 Penalty: 4256.042969
	Iteration 35Q: 3 clusters Score -618465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -618472.000000 Penalty: 4256.042969
	Iteration 36Q: 3 clusters Score -618472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -618477.625000 Penalty: 4256.042969
	Iteration 37Q: 3 clusters Score -618477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -618482.000000 Penalty: 4256.042969
	Iteration 38Q: 3 clusters Score -618482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -618490.500000 Penalty: 4256.042969
	Iteration 39Q: 3 clusters Score -618490.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -618499.250000 Penalty: 4256.042969
	Iteration 40F: 3 clusters Score -618499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -618509.375000 Penalty: 4256.042969
	Iteration 41Q: 3 clusters Score -618509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -618516.562500 Penalty: 4256.042969
	Iteration 42Q: 3 clusters Score -618516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -618520.625000 Penalty: 4256.042969
	Iteration 43Q: 3 clusters Score -618520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -618526.812500 Penalty: 4256.042969
	Iteration 44Q: 3 clusters Score -618526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -618533.312500 Penalty: 4256.042969
	Iteration 45Q: 3 clusters Score -618533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -618537.750000 Penalty: 4256.042969
	Iteration 46Q: 3 clusters Score -618537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -618543.687500 Penalty: 4256.042969
	Iteration 47Q: 3 clusters Score -618543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -618547.125000 Penalty: 4256.042969
	Iteration 48Q: 3 clusters Score -618547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -618549.875000 Penalty: 4256.042969
	Iteration 49Q: 3 clusters Score -618549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -618558.437500 Penalty: 4256.042969
	Iteration 50Q: 3 clusters Score -618558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -618561.062500 Penalty: 4256.042969
	Iteration 51Q: 3 clusters Score -618561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -618561.812500 Penalty: 4256.042969
	Iteration 52Q: 3 clusters Score -618561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -618563.062500 Penalty: 4256.042969
	Iteration 53Q: 3 clusters Score -618563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -618563.187500 Penalty: 4256.042969
	Iteration 54Q: 3 clusters Score -618563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -618563.187500 Penalty: 4256.042969
	Iteration 55F: 3 clusters Score -618563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -166359.437500 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -166359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -164063.156250 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -164063.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -164683.906250 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -164683.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -165049.562500 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -165049.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165329.281250 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -165329.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -165520.578125 Penalty: 3664.610840
	Iteration 4F: 3 clusters Score -165520.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -165611.671875 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -165611.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -165667.250000 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -165667.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165712.218750 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -165712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165746.546875 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -165746.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -165781.593750 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -165781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165799.171875 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -165799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -165806.718750 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -165806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -165817.625000 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -165817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -165819.171875 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -165819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165820.234375 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -165820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -165821.156250 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -165821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -165821.156250 Penalty: 3664.610840
	Iteration 16F: 3 clusters Score -165821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -635160.625000 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -635160.6 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 2734 members 
Entering Unmasked Estep 
Score: -630378.812500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -630378.8 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -631588.437500 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -631588.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -631877.625000 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -631877.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -632056.250000 Penalty: 4263.434570
	Iteration 3F: 3 clusters Score -632056.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -632195.312500 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -632195.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -632291.750000 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -632291.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -632360.062500 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -632360.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -632413.687500 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -632413.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -632468.312500 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -632468.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -632525.500000 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -632525.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -632571.562500 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -632571.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -632623.375000 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -632623.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -632664.312500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -632664.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -632699.625000 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -632699.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -632729.937500 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -632729.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -632761.562500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -632761.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -632792.562500 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -632792.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -632827.562500 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -632827.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -632868.437500 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -632868.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -632909.062500 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -632909.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -632944.125000 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -632944.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -632974.750000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -632974.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -633000.312500 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -633000.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -633018.187500 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -633018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -633038.562500 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -633038.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -633057.937500 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -633057.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -633074.562500 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -633074.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -633093.625000 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -633093.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -633114.312500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -633114.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -633135.375000 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -633135.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -633156.625000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -633156.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -633177.187500 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -633177.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -633193.250000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -633193.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -633209.625000 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -633209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -633228.375000 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -633228.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -633244.187500 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -633244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -633254.000000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -633254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -633263.437500 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -633263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -633272.000000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -633272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -633280.875000 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -633280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -633292.250000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -633292.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -633306.687500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -633306.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -633311.250000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -633311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -633314.562500 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -633314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -633316.000000 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -633316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -633317.562500 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -633317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -633319.125000 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -633319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -633319.562500 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -633319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -633320.937500 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -633320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -633322.750000 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -633322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -633325.750000 Penalty: 4263.434570
	Iteration 50Q: 3 clusters Score -633325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -633325.937500 Penalty: 4263.434570
	Iteration 51Q: 3 clusters Score -633325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -633327.500000 Penalty: 4263.434570
	Iteration 52Q: 3 clusters Score -633327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -633330.375000 Penalty: 4263.434570
	Iteration 53Q: 3 clusters Score -633330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -633336.687500 Penalty: 4263.434570
	Iteration 54Q: 3 clusters Score -633336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -633339.437500 Penalty: 4263.434570
	Iteration 55Q: 3 clusters Score -633339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -633340.812500 Penalty: 4263.434570
	Iteration 56Q: 3 clusters Score -633340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -633343.375000 Penalty: 4263.434570
	Iteration 57Q: 3 clusters Score -633343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -633345.750000 Penalty: 4263.434570
	Iteration 58Q: 3 clusters Score -633345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -633346.562500 Penalty: 4263.434570
	Iteration 59Q: 3 clusters Score -633346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -633350.937500 Penalty: 4263.434570
	Iteration 60F: 3 clusters Score -633350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -633353.625000 Penalty: 4263.434570
	Iteration 61Q: 3 clusters Score -633353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -633355.625000 Penalty: 4263.434570
	Iteration 62Q: 3 clusters Score -633355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -633358.625000 Penalty: 4263.434570
	Iteration 63Q: 3 clusters Score -633358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -633361.687500 Penalty: 4263.434570
	Iteration 64Q: 3 clusters Score -633361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -633362.625000 Penalty: 4263.434570
	Iteration 65Q: 3 clusters Score -633362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -633365.375000 Penalty: 4263.434570
	Iteration 66Q: 3 clusters Score -633365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -633369.125000 Penalty: 4263.434570
	Iteration 67Q: 3 clusters Score -633369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -633372.125000 Penalty: 4263.434570
	Iteration 68Q: 3 clusters Score -633372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -633374.125000 Penalty: 4263.434570
	Iteration 69Q: 3 clusters Score -633374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -633377.125000 Penalty: 4263.434570
	Iteration 70Q: 3 clusters Score -633377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -633377.437500 Penalty: 4263.434570
	Iteration 71Q: 3 clusters Score -633377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -633379.437500 Penalty: 4263.434570
	Iteration 72Q: 3 clusters Score -633379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -633382.125000 Penalty: 4263.434570
	Iteration 73Q: 3 clusters Score -633382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -633383.000000 Penalty: 4263.434570
	Iteration 74Q: 3 clusters Score -633383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -633383.000000 Penalty: 4263.434570
	Iteration 75F: 3 clusters Score -633383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Entering Unmasked Estep 
Score: -1425427.500000 Penalty: 2324.980713
	Iteration 0F: 2 clusters Score -1425428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1416544.375000 Penalty: 4649.961426
	Iteration 0F: 3 clusters Score -1416544 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1419132.500000 Penalty: 4649.961426
	Iteration 1F: 3 clusters Score -1419132 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1419459.000000 Penalty: 4649.961426
	Iteration 2F: 3 clusters Score -1419459 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1419721.375000 Penalty: 4649.961426
	Iteration 3F: 3 clusters Score -1419721 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1419980.750000 Penalty: 4649.961426
	Iteration 4Q: 3 clusters Score -1419981 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1420227.875000 Penalty: 4649.961426
	Iteration 5Q: 3 clusters Score -1420228 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1420470.625000 Penalty: 4649.961426
	Iteration 6Q: 3 clusters Score -1420471 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1420727.375000 Penalty: 4649.961426
	Iteration 7Q: 3 clusters Score -1420727 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1421013.625000 Penalty: 4649.961426
	Iteration 8Q: 3 clusters Score -1421014 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1421274.750000 Penalty: 4649.961426
	Iteration 9Q: 3 clusters Score -1421275 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1421516.875000 Penalty: 4649.961426
	Iteration 10Q: 3 clusters Score -1421517 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1421769.500000 Penalty: 4649.961426
	Iteration 11Q: 3 clusters Score -1421770 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1422005.625000 Penalty: 4649.961426
	Iteration 12Q: 3 clusters Score -1422006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1422228.625000 Penalty: 4649.961426
	Iteration 13Q: 3 clusters Score -1422229 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1422435.125000 Penalty: 4649.961426
	Iteration 14Q: 3 clusters Score -1422435 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1422579.750000 Penalty: 4649.961426
	Iteration 15Q: 3 clusters Score -1422580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1422716.000000 Penalty: 4649.961426
	Iteration 16Q: 3 clusters Score -1422716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1422823.375000 Penalty: 4649.961426
	Iteration 17Q: 3 clusters Score -1422823 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1422888.750000 Penalty: 4649.961426
	Iteration 18Q: 3 clusters Score -1422889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1422944.625000 Penalty: 4649.961426
	Iteration 19Q: 3 clusters Score -1422945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1422985.625000 Penalty: 4649.961426
	Iteration 20F: 3 clusters Score -1422986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1423018.750000 Penalty: 4649.961426
	Iteration 21Q: 3 clusters Score -1423019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1423060.250000 Penalty: 4649.961426
	Iteration 22Q: 3 clusters Score -1423060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1423092.750000 Penalty: 4649.961426
	Iteration 23Q: 3 clusters Score -1423093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1423133.375000 Penalty: 4649.961426
	Iteration 24Q: 3 clusters Score -1423133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1423160.375000 Penalty: 4649.961426
	Iteration 25Q: 3 clusters Score -1423160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1423182.500000 Penalty: 4649.961426
	Iteration 26Q: 3 clusters Score -1423182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1423196.125000 Penalty: 4649.961426
	Iteration 27Q: 3 clusters Score -1423196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1423219.625000 Penalty: 4649.961426
	Iteration 28Q: 3 clusters Score -1423220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1423235.250000 Penalty: 4649.961426
	Iteration 29Q: 3 clusters Score -1423235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1423245.750000 Penalty: 4649.961426
	Iteration 30Q: 3 clusters Score -1423246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1423254.125000 Penalty: 4649.961426
	Iteration 31Q: 3 clusters Score -1423254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1423262.000000 Penalty: 4649.961426
	Iteration 32Q: 3 clusters Score -1423262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1423266.250000 Penalty: 4649.961426
	Iteration 33Q: 3 clusters Score -1423266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1423274.500000 Penalty: 4649.961426
	Iteration 34Q: 3 clusters Score -1423274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1423280.000000 Penalty: 4649.961426
	Iteration 35Q: 3 clusters Score -1423280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1423289.375000 Penalty: 4649.961426
	Iteration 36Q: 3 clusters Score -1423289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1423299.750000 Penalty: 4649.961426
	Iteration 37Q: 3 clusters Score -1423300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1423306.250000 Penalty: 4649.961426
	Iteration 38Q: 3 clusters Score -1423306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1423309.625000 Penalty: 4649.961426
	Iteration 39Q: 3 clusters Score -1423310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1423315.500000 Penalty: 4649.961426
	Iteration 40F: 3 clusters Score -1423316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1423318.625000 Penalty: 4649.961426
	Iteration 41Q: 3 clusters Score -1423319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1423323.000000 Penalty: 4649.961426
	Iteration 42Q: 3 clusters Score -1423323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1423323.250000 Penalty: 4649.961426
	Iteration 43Q: 3 clusters Score -1423323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1423326.500000 Penalty: 4649.961426
	Iteration 44Q: 3 clusters Score -1423326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1423332.125000 Penalty: 4649.961426
	Iteration 45Q: 3 clusters Score -1423332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1423335.000000 Penalty: 4649.961426
	Iteration 46Q: 3 clusters Score -1423335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1423334.000000 Penalty: 4649.961426
	Iteration 47Q: 3 clusters Score -1423334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1423336.125000 Penalty: 4649.961426
	Iteration 48Q: 3 clusters Score -1423336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1423338.000000 Penalty: 4649.961426
	Iteration 49Q: 3 clusters Score -1423338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1423338.000000 Penalty: 4649.961426
	Iteration 50F: 3 clusters Score -1423338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 71842 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042068.000000 Penalty: 99034.976562
Iteration 117F: 32 clusters Score -4.504207e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 15004 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 12581 members 
Mstep: Class 20 contains 71735 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5407 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042268.000000 Penalty: 99034.976562
Iteration 118Q: 32 clusters Score -4.504227e+07 nChanged 442
Entering ConstructFrom: 
Score: -45042268.000000 Penalty: 99034.976562
Entering ConstructFrom: 
Trying to split cluster 1 (14261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Entering Unmasked Estep 
Score: -1599992.875000 Penalty: 2372.190430
	Iteration 0F: 2 clusters Score -1599993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1589591.250000 Penalty: 4744.380859
	Iteration 0F: 3 clusters Score -1589591 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1593120.500000 Penalty: 4744.380859
	Iteration 1F: 3 clusters Score -1593120 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1593674.750000 Penalty: 4744.380859
	Iteration 2F: 3 clusters Score -1593675 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1594192.625000 Penalty: 4744.380859
	Iteration 3F: 3 clusters Score -1594193 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1594716.875000 Penalty: 4744.380859
	Iteration 4F: 3 clusters Score -1594717 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1595292.500000 Penalty: 4744.380859
	Iteration 5F: 3 clusters Score -1595292 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1595863.500000 Penalty: 4744.380859
	Iteration 6F: 3 clusters Score -1595864 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1596320.000000 Penalty: 4744.380859
	Iteration 7F: 3 clusters Score -1596320 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1596684.375000 Penalty: 4744.380859
	Iteration 8Q: 3 clusters Score -1596684 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1596965.750000 Penalty: 4744.380859
	Iteration 9Q: 3 clusters Score -1596966 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1597162.625000 Penalty: 4744.380859
	Iteration 10Q: 3 clusters Score -1597163 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1597306.250000 Penalty: 4744.380859
	Iteration 11Q: 3 clusters Score -1597306 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1597432.000000 Penalty: 4744.380859
	Iteration 12Q: 3 clusters Score -1597432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1597509.375000 Penalty: 4744.380859
	Iteration 13Q: 3 clusters Score -1597509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1597556.500000 Penalty: 4744.380859
	Iteration 14Q: 3 clusters Score -1597556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1597593.625000 Penalty: 4744.380859
	Iteration 15Q: 3 clusters Score -1597594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1597617.000000 Penalty: 4744.380859
	Iteration 16Q: 3 clusters Score -1597617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1597650.375000 Penalty: 4744.380859
	Iteration 17Q: 3 clusters Score -1597650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1597685.500000 Penalty: 4744.380859
	Iteration 18Q: 3 clusters Score -1597686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1597706.000000 Penalty: 4744.380859
	Iteration 19Q: 3 clusters Score -1597706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1597730.000000 Penalty: 4744.380859
	Iteration 20F: 3 clusters Score -1597730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1597752.125000 Penalty: 4744.380859
	Iteration 21Q: 3 clusters Score -1597752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1597763.750000 Penalty: 4744.380859
	Iteration 22Q: 3 clusters Score -1597764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1597769.500000 Penalty: 4744.380859
	Iteration 23Q: 3 clusters Score -1597770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1597779.875000 Penalty: 4744.380859
	Iteration 24Q: 3 clusters Score -1597780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1597780.375000 Penalty: 4744.380859
	Iteration 25Q: 3 clusters Score -1597780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1597781.875000 Penalty: 4744.380859
	Iteration 26Q: 3 clusters Score -1597782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1597784.750000 Penalty: 4744.380859
	Iteration 27Q: 3 clusters Score -1597785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1597793.125000 Penalty: 4744.380859
	Iteration 28Q: 3 clusters Score -1597793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1597803.250000 Penalty: 4744.380859
	Iteration 29Q: 3 clusters Score -1597803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1597807.750000 Penalty: 4744.380859
	Iteration 30Q: 3 clusters Score -1597808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1597812.000000 Penalty: 4744.380859
	Iteration 31Q: 3 clusters Score -1597812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1597819.125000 Penalty: 4744.380859
	Iteration 32Q: 3 clusters Score -1597819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1597828.250000 Penalty: 4744.380859
	Iteration 33Q: 3 clusters Score -1597828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1597834.875000 Penalty: 4744.380859
	Iteration 34Q: 3 clusters Score -1597835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1597843.250000 Penalty: 4744.380859
	Iteration 35Q: 3 clusters Score -1597843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1597850.250000 Penalty: 4744.380859
	Iteration 36Q: 3 clusters Score -1597850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1597857.750000 Penalty: 4744.380859
	Iteration 37Q: 3 clusters Score -1597858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1597865.625000 Penalty: 4744.380859
	Iteration 38Q: 3 clusters Score -1597866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1597875.125000 Penalty: 4744.380859
	Iteration 39Q: 3 clusters Score -1597875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1597886.000000 Penalty: 4744.380859
	Iteration 40F: 3 clusters Score -1597886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1597904.875000 Penalty: 4744.380859
	Iteration 41Q: 3 clusters Score -1597905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1597939.750000 Penalty: 4744.380859
	Iteration 42Q: 3 clusters Score -1597940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1597965.500000 Penalty: 4744.380859
	Iteration 43Q: 3 clusters Score -1597966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1597999.375000 Penalty: 4744.380859
	Iteration 44Q: 3 clusters Score -1597999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1598023.750000 Penalty: 4744.380859
	Iteration 45Q: 3 clusters Score -1598024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1598050.250000 Penalty: 4744.380859
	Iteration 46Q: 3 clusters Score -1598050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1598072.125000 Penalty: 4744.380859
	Iteration 47Q: 3 clusters Score -1598072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1598095.750000 Penalty: 4744.380859
	Iteration 48Q: 3 clusters Score -1598096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1598120.500000 Penalty: 4744.380859
	Iteration 49Q: 3 clusters Score -1598120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1598157.000000 Penalty: 4744.380859
	Iteration 50Q: 3 clusters Score -1598157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1598174.750000 Penalty: 4744.380859
	Iteration 51Q: 3 clusters Score -1598175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1598190.125000 Penalty: 4744.380859
	Iteration 52Q: 3 clusters Score -1598190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1598202.375000 Penalty: 4744.380859
	Iteration 53Q: 3 clusters Score -1598202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1598213.250000 Penalty: 4744.380859
	Iteration 54Q: 3 clusters Score -1598213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1598228.750000 Penalty: 4744.380859
	Iteration 55Q: 3 clusters Score -1598229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1598248.750000 Penalty: 4744.380859
	Iteration 56Q: 3 clusters Score -1598249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1598254.125000 Penalty: 4744.380859
	Iteration 57Q: 3 clusters Score -1598254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1598260.375000 Penalty: 4744.380859
	Iteration 58Q: 3 clusters Score -1598260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1598262.125000 Penalty: 4744.380859
	Iteration 59Q: 3 clusters Score -1598262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1598278.500000 Penalty: 4744.380859
	Iteration 60F: 3 clusters Score -1598278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1598279.625000 Penalty: 4744.380859
	Iteration 61Q: 3 clusters Score -1598280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1598281.500000 Penalty: 4744.380859
	Iteration 62Q: 3 clusters Score -1598282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1598289.000000 Penalty: 4744.380859
	Iteration 63Q: 3 clusters Score -1598289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1598293.500000 Penalty: 4744.380859
	Iteration 64Q: 3 clusters Score -1598294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1598295.125000 Penalty: 4744.380859
	Iteration 65Q: 3 clusters Score -1598295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1598297.375000 Penalty: 4744.380859
	Iteration 66Q: 3 clusters Score -1598297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1598303.750000 Penalty: 4744.380859
	Iteration 67Q: 3 clusters Score -1598304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1598308.500000 Penalty: 4744.380859
	Iteration 68Q: 3 clusters Score -1598308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1598314.375000 Penalty: 4744.380859
	Iteration 69Q: 3 clusters Score -1598314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1598315.625000 Penalty: 4744.380859
	Iteration 70Q: 3 clusters Score -1598316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1598313.375000 Penalty: 4744.380859
	Iteration 71Q: 3 clusters Score -1598313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1598314.375000 Penalty: 4744.380859
	Iteration 72Q: 3 clusters Score -1598314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1598314.625000 Penalty: 4744.380859
	Iteration 73Q: 3 clusters Score -1598315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1598315.875000 Penalty: 4744.380859
	Iteration 74Q: 3 clusters Score -1598316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1598315.375000 Penalty: 4744.380859
	Iteration 75Q: 3 clusters Score -1598315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1598316.750000 Penalty: 4744.380859
	Iteration 76Q: 3 clusters Score -1598317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1598316.750000 Penalty: 4744.380859
	Iteration 77Q: 3 clusters Score -1598317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1598317.250000 Penalty: 4744.380859
	Iteration 78Q: 3 clusters Score -1598317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1598317.250000 Penalty: 4744.380859
	Iteration 79F: 3 clusters Score -1598317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -375954.593750 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -375954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -372579.750000 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -372579.8 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -373295.593750 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -373295.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -373456.062500 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -373456.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -373538.562500 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -373538.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -373586.500000 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -373586.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -373620.875000 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -373620.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -373650.187500 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -373650.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -373663.375000 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -373663.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -373673.375000 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -373673.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -373683.656250 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -373683.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373696.500000 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -373696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -373704.937500 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -373704.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -373710.343750 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -373710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -373715.843750 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -373715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -373719.625000 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -373719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -373721.406250 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -373721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -373724.093750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -373724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373725.187500 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -373725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -373727.468750 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -373727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373727.031250 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -373727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -373727.718750 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -373727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373728.000000 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -373728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -373728.062500 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -373728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -373728.750000 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -373728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -373729.562500 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -373729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -373733.031250 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -373733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373734.500000 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -373734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -373738.593750 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -373738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -373740.687500 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -373740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373741.625000 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -373741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373743.093750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -373743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373746.125000 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -373746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -373748.875000 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -373748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -373751.718750 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -373751.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -373754.000000 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -373754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -373757.781250 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -373757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373760.281250 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -373760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373760.937500 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -373760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -373762.062500 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -373762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -373762.062500 Penalty: 3996.459473
	Iteration 39F: 3 clusters Score -373762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1332480.500000 Penalty: 2315.962158
	Iteration 0F: 2 clusters Score -1332480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1323940.250000 Penalty: 4631.924316
	Iteration 0F: 3 clusters Score -1323940 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1326624.500000 Penalty: 4631.924316
	Iteration 1F: 3 clusters Score -1326624 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1327342.625000 Penalty: 4631.924316
	Iteration 2F: 3 clusters Score -1327343 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1328107.000000 Penalty: 4631.924316
	Iteration 3F: 3 clusters Score -1328107 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1328753.250000 Penalty: 4631.924316
	Iteration 4F: 3 clusters Score -1328753 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1329356.500000 Penalty: 4631.924316
	Iteration 5F: 3 clusters Score -1329356 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1329873.625000 Penalty: 4631.924316
	Iteration 6F: 3 clusters Score -1329874 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1330321.625000 Penalty: 4631.924316
	Iteration 7F: 3 clusters Score -1330322 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1330636.500000 Penalty: 4631.924316
	Iteration 8Q: 3 clusters Score -1330636 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1330863.250000 Penalty: 4631.924316
	Iteration 9Q: 3 clusters Score -1330863 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1331040.250000 Penalty: 4631.924316
	Iteration 10Q: 3 clusters Score -1331040 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1331162.500000 Penalty: 4631.924316
	Iteration 11Q: 3 clusters Score -1331162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1331233.375000 Penalty: 4631.924316
	Iteration 12Q: 3 clusters Score -1331233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1331288.500000 Penalty: 4631.924316
	Iteration 13Q: 3 clusters Score -1331288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1331321.750000 Penalty: 4631.924316
	Iteration 14Q: 3 clusters Score -1331322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1331337.625000 Penalty: 4631.924316
	Iteration 15Q: 3 clusters Score -1331338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1331356.125000 Penalty: 4631.924316
	Iteration 16Q: 3 clusters Score -1331356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1331363.250000 Penalty: 4631.924316
	Iteration 17Q: 3 clusters Score -1331363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1331375.375000 Penalty: 4631.924316
	Iteration 18Q: 3 clusters Score -1331375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1331380.125000 Penalty: 4631.924316
	Iteration 19Q: 3 clusters Score -1331380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1331382.625000 Penalty: 4631.924316
	Iteration 20F: 3 clusters Score -1331383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1331388.000000 Penalty: 4631.924316
	Iteration 21Q: 3 clusters Score -1331388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1331390.500000 Penalty: 4631.924316
	Iteration 22Q: 3 clusters Score -1331390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1331395.250000 Penalty: 4631.924316
	Iteration 23Q: 3 clusters Score -1331395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1331399.375000 Penalty: 4631.924316
	Iteration 24Q: 3 clusters Score -1331399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1331402.750000 Penalty: 4631.924316
	Iteration 25Q: 3 clusters Score -1331403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1331404.625000 Penalty: 4631.924316
	Iteration 26Q: 3 clusters Score -1331405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1331409.250000 Penalty: 4631.924316
	Iteration 27Q: 3 clusters Score -1331409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1331413.125000 Penalty: 4631.924316
	Iteration 28Q: 3 clusters Score -1331413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1331414.750000 Penalty: 4631.924316
	Iteration 29Q: 3 clusters Score -1331415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1331416.250000 Penalty: 4631.924316
	Iteration 30Q: 3 clusters Score -1331416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1331418.125000 Penalty: 4631.924316
	Iteration 31Q: 3 clusters Score -1331418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1331418.125000 Penalty: 4631.924316
	Iteration 32F: 3 clusters Score -1331418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -539836.125000 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -539836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -535441.812500 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -535441.8 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -536921.687500 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -536921.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -537716.312500 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -537716.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -538414.250000 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -538414.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -538809.687500 Penalty: 4214.102051
	Iteration 4F: 3 clusters Score -538809.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -538984.937500 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -538984.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -539072.312500 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -539072.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -539128.875000 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -539128.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -539165.625000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -539165.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -539193.562500 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -539193.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -539217.625000 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -539217.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -539252.437500 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -539252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -539288.437500 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -539288.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -539314.062500 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -539314.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -539346.000000 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -539346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -539380.750000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -539380.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539415.500000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -539415.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -539452.562500 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -539452.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -539489.312500 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -539489.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -539521.062500 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -539521.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -539538.312500 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -539538.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -539554.687500 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -539554.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -539574.125000 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -539574.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -539596.687500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -539596.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -539627.250000 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -539627.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -539662.937500 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -539662.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -539701.187500 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -539701.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -539750.812500 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -539750.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -539779.187500 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -539779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -539792.312500 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -539792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -539792.062500 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -539792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -539795.625000 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -539795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -539797.000000 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -539797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -539798.062500 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -539798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -539799.125000 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -539799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -539799.125000 Penalty: 4214.102051
	Iteration 35F: 3 clusters Score -539799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -415750.468750 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -415750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -412135.812500 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -412135.8 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -413130.718750 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -413130.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -413431.968750 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -413432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -413621.468750 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -413621.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -413762.843750 Penalty: 4069.517334
	Iteration 4Q: 3 clusters Score -413762.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -413874.843750 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -413874.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -413967.968750 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -413968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -414069.062500 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -414069.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -414161.187500 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -414161.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -414247.406250 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -414247.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -414331.281250 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -414331.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414416.687500 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -414416.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -414525.750000 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -414525.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -414666.968750 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -414667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -414869.406250 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -414869.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -415102.062500 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -415102.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -415229.718750 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -415229.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -415345.250000 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -415345.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -415433.281250 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -415433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -415487.031250 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -415487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415531.937500 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -415531.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -415559.281250 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -415559.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415576.812500 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -415576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -415587.062500 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -415587.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -415591.031250 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -415591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415593.875000 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -415593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415593.593750 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -415593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -415595.281250 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -415595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -415596.031250 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -415596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -415597.906250 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -415597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415599.781250 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -415599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -415601.718750 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -415601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415602.062500 Penalty: 4069.517334
	Iteration 32Q: 3 clusters Score -415602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415603.781250 Penalty: 4069.517334
	Iteration 33Q: 3 clusters Score -415603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -415605.718750 Penalty: 4069.517334
	Iteration 34Q: 3 clusters Score -415605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -415606.062500 Penalty: 4069.517334
	Iteration 35Q: 3 clusters Score -415606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415607.062500 Penalty: 4069.517334
	Iteration 36Q: 3 clusters Score -415607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415607.062500 Penalty: 4069.517334
	Iteration 37F: 3 clusters Score -415607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -491049.125000 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -491049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -487040.656250 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -487040.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -488088.406250 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -488088.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -488561.125000 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -488561.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -489180.468750 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -489180.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -489817.812500 Penalty: 4154.655273
	Iteration 4F: 3 clusters Score -489817.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -490233.000000 Penalty: 4154.655273
	Iteration 5F: 3 clusters Score -490233 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -490419.000000 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -490419 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -490525.781250 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -490525.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -490601.218750 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -490601.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -490649.968750 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -490650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -490688.781250 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -490688.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -490725.375000 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -490725.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -490761.625000 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -490761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -490820.968750 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -490821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -490902.468750 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -490902.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -490975.968750 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -490976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -491013.500000 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -491013.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -491025.031250 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -491025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -491028.906250 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -491028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -491031.218750 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -491031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -491031.250000 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -491031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -491032.312500 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -491032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -491032.312500 Penalty: 4154.655273
	Iteration 22F: 3 clusters Score -491032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Entering Unmasked Estep 
Score: -1766435.250000 Penalty: 2381.608398
	Iteration 0F: 2 clusters Score -1766435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1755662.875000 Penalty: 4763.216797
	Iteration 0F: 3 clusters Score -1755663 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1758961.875000 Penalty: 4763.216797
	Iteration 1F: 3 clusters Score -1758962 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1759328.375000 Penalty: 4763.216797
	Iteration 2F: 3 clusters Score -1759328 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1759646.875000 Penalty: 4763.216797
	Iteration 3F: 3 clusters Score -1759647 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1759938.500000 Penalty: 4763.216797
	Iteration 4Q: 3 clusters Score -1759938 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1760255.375000 Penalty: 4763.216797
	Iteration 5Q: 3 clusters Score -1760255 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1760616.875000 Penalty: 4763.216797
	Iteration 6Q: 3 clusters Score -1760617 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1761030.125000 Penalty: 4763.216797
	Iteration 7Q: 3 clusters Score -1761030 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1761528.375000 Penalty: 4763.216797
	Iteration 8F: 3 clusters Score -1761528 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1762097.625000 Penalty: 4763.216797
	Iteration 9F: 3 clusters Score -1762098 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1762609.250000 Penalty: 4763.216797
	Iteration 10Q: 3 clusters Score -1762609 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1763066.125000 Penalty: 4763.216797
	Iteration 11Q: 3 clusters Score -1763066 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1763424.750000 Penalty: 4763.216797
	Iteration 12Q: 3 clusters Score -1763425 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1763677.250000 Penalty: 4763.216797
	Iteration 13Q: 3 clusters Score -1763677 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1763865.625000 Penalty: 4763.216797
	Iteration 14Q: 3 clusters Score -1763866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1763995.125000 Penalty: 4763.216797
	Iteration 15Q: 3 clusters Score -1763995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1764084.375000 Penalty: 4763.216797
	Iteration 16Q: 3 clusters Score -1764084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1764174.000000 Penalty: 4763.216797
	Iteration 17Q: 3 clusters Score -1764174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1764257.250000 Penalty: 4763.216797
	Iteration 18Q: 3 clusters Score -1764257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1764304.000000 Penalty: 4763.216797
	Iteration 19Q: 3 clusters Score -1764304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1764322.375000 Penalty: 4763.216797
	Iteration 20F: 3 clusters Score -1764322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1764337.250000 Penalty: 4763.216797
	Iteration 21Q: 3 clusters Score -1764337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1764353.375000 Penalty: 4763.216797
	Iteration 22Q: 3 clusters Score -1764353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1764364.625000 Penalty: 4763.216797
	Iteration 23Q: 3 clusters Score -1764365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1764374.000000 Penalty: 4763.216797
	Iteration 24Q: 3 clusters Score -1764374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1764386.375000 Penalty: 4763.216797
	Iteration 25Q: 3 clusters Score -1764386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1764390.375000 Penalty: 4763.216797
	Iteration 26Q: 3 clusters Score -1764390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1764397.000000 Penalty: 4763.216797
	Iteration 27Q: 3 clusters Score -1764397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1764404.125000 Penalty: 4763.216797
	Iteration 28Q: 3 clusters Score -1764404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1764407.250000 Penalty: 4763.216797
	Iteration 29Q: 3 clusters Score -1764407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1764417.125000 Penalty: 4763.216797
	Iteration 30Q: 3 clusters Score -1764417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1764415.500000 Penalty: 4763.216797
	Iteration 31Q: 3 clusters Score -1764416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1764415.500000 Penalty: 4763.216797
	Iteration 32F: 3 clusters Score -1764416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -544532.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -544532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -540105.000000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -540105 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -541136.437500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -541136.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -541361.625000 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -541361.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -541521.187500 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -541521.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -541629.437500 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -541629.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -541743.375000 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -541743.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -541840.812500 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -541840.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -541948.125000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -541948.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -542087.062500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -542087.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -542246.437500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -542246.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -542415.625000 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -542415.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -542592.687500 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -542592.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -542743.812500 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -542743.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -542871.312500 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -542871.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -542984.625000 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -542984.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -543082.000000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -543082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -543138.000000 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -543138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -543179.750000 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -543179.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -543220.000000 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -543220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -543257.312500 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -543257.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -543287.250000 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -543287.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -543312.000000 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -543312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -543330.937500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -543330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -543341.062500 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -543341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -543345.125000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -543345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -543348.375000 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -543348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -543353.000000 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -543353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -543353.625000 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -543353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -543353.000000 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -543353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -543353.562500 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -543353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -543353.562500 Penalty: 4209.420410
	Iteration 30F: 3 clusters Score -543353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Entering Unmasked Estep 
Score: -888587.312500 Penalty: 2218.118896
	Iteration 0F: 2 clusters Score -888587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -882403.562500 Penalty: 4436.237793
	Iteration 0F: 3 clusters Score -882403.6 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -884176.187500 Penalty: 4436.237793
	Iteration 1F: 3 clusters Score -884176.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -884534.250000 Penalty: 4436.237793
	Iteration 2F: 3 clusters Score -884534.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -884791.937500 Penalty: 4436.237793
	Iteration 3F: 3 clusters Score -884791.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -885045.000000 Penalty: 4436.237793
	Iteration 4F: 3 clusters Score -885045 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -885316.312500 Penalty: 4436.237793
	Iteration 5F: 3 clusters Score -885316.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -885583.250000 Penalty: 4436.237793
	Iteration 6F: 3 clusters Score -885583.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -885807.812500 Penalty: 4436.237793
	Iteration 7Q: 3 clusters Score -885807.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -886007.812500 Penalty: 4436.237793
	Iteration 8Q: 3 clusters Score -886007.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -886196.500000 Penalty: 4436.237793
	Iteration 9Q: 3 clusters Score -886196.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -886351.625000 Penalty: 4436.237793
	Iteration 10Q: 3 clusters Score -886351.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -886450.937500 Penalty: 4436.237793
	Iteration 11Q: 3 clusters Score -886450.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -886534.250000 Penalty: 4436.237793
	Iteration 12Q: 3 clusters Score -886534.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -886603.312500 Penalty: 4436.237793
	Iteration 13Q: 3 clusters Score -886603.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -886682.562500 Penalty: 4436.237793
	Iteration 14Q: 3 clusters Score -886682.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -886746.875000 Penalty: 4436.237793
	Iteration 15Q: 3 clusters Score -886746.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -886796.562500 Penalty: 4436.237793
	Iteration 16Q: 3 clusters Score -886796.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -886849.750000 Penalty: 4436.237793
	Iteration 17Q: 3 clusters Score -886849.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -886891.875000 Penalty: 4436.237793
	Iteration 18Q: 3 clusters Score -886891.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -886923.750000 Penalty: 4436.237793
	Iteration 19Q: 3 clusters Score -886923.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -886939.187500 Penalty: 4436.237793
	Iteration 20F: 3 clusters Score -886939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -886950.812500 Penalty: 4436.237793
	Iteration 21Q: 3 clusters Score -886950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -886960.625000 Penalty: 4436.237793
	Iteration 22Q: 3 clusters Score -886960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -886965.437500 Penalty: 4436.237793
	Iteration 23Q: 3 clusters Score -886965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -886977.062500 Penalty: 4436.237793
	Iteration 24Q: 3 clusters Score -886977.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -886981.875000 Penalty: 4436.237793
	Iteration 25Q: 3 clusters Score -886981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -886987.937500 Penalty: 4436.237793
	Iteration 26Q: 3 clusters Score -886987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -886990.187500 Penalty: 4436.237793
	Iteration 27Q: 3 clusters Score -886990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -886991.625000 Penalty: 4436.237793
	Iteration 28Q: 3 clusters Score -886991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -886993.437500 Penalty: 4436.237793
	Iteration 29Q: 3 clusters Score -886993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -886997.937500 Penalty: 4436.237793
	Iteration 30Q: 3 clusters Score -886997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -886999.750000 Penalty: 4436.237793
	Iteration 31Q: 3 clusters Score -886999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -887001.312500 Penalty: 4436.237793
	Iteration 32Q: 3 clusters Score -887001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -887001.875000 Penalty: 4436.237793
	Iteration 33Q: 3 clusters Score -887001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -887001.875000 Penalty: 4436.237793
	Iteration 34F: 3 clusters Score -887001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -290110.843750 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -290110.8 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 1252 members 
Entering Unmasked Estep 
Score: -287178.687500 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -287178.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287797.718750 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -287797.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287969.718750 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -287969.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288083.406250 Penalty: 3882.707031
	Iteration 3F: 3 clusters Score -288083.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -288161.156250 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -288161.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288223.937500 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -288223.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -288283.656250 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -288283.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288321.500000 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -288321.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288365.312500 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -288365.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -288406.906250 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -288406.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -288452.437500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -288452.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288495.500000 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -288495.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -288536.281250 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -288536.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -288563.875000 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -288563.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -288585.718750 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -288585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288596.656250 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -288596.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288611.312500 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -288611.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -288622.906250 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -288622.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -288640.218750 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -288640.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -288652.500000 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -288652.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -288665.687500 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -288665.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -288675.281250 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -288675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -288684.500000 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -288684.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -288702.593750 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -288702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -288716.187500 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -288716.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -288724.750000 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -288724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -288732.093750 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -288732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -288737.781250 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -288737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -288745.531250 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -288745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -288750.968750 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -288751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -288755.531250 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -288755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -288758.156250 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -288758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -288758.156250 Penalty: 3882.707031
	Iteration 32F: 3 clusters Score -288758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -560273.562500 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -560273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -555735.875000 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -555735.9 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -556913.562500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -556913.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -557196.000000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -557196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -557356.562500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -557356.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -557461.875000 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -557461.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -557554.000000 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -557554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -557621.562500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -557621.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -557695.875000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -557695.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -557776.812500 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -557776.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -557855.375000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -557855.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -557935.312500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -557935.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -557988.000000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -557988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -558035.312500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -558035.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -558087.000000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -558087 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -558136.000000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -558136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -558176.875000 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -558176.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -558208.937500 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -558208.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -558234.500000 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -558234.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -558255.375000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -558255.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -558277.187500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -558277.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -558303.312500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -558303.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558332.875000 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -558332.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -558370.125000 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -558370.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -558415.562500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -558415.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -558461.000000 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -558461 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -558509.687500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -558509.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -558558.875000 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -558558.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -558627.125000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -558627.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -558689.250000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -558689.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -558753.500000 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -558753.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -558821.750000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -558821.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -558888.062500 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -558888.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -558955.312500 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -558955.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -559016.750000 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -559016.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -559062.687500 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -559062.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -559103.750000 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -559103.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -559141.625000 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -559141.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -559176.437500 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -559176.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -559206.000000 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -559206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -559233.562500 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -559233.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -559259.250000 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -559259.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -559270.500000 Penalty: 4223.733398
	Iteration 41Q: 3 clusters Score -559270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -559276.937500 Penalty: 4223.733398
	Iteration 42Q: 3 clusters Score -559276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -559280.187500 Penalty: 4223.733398
	Iteration 43Q: 3 clusters Score -559280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -559282.625000 Penalty: 4223.733398
	Iteration 44Q: 3 clusters Score -559282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -559285.187500 Penalty: 4223.733398
	Iteration 45Q: 3 clusters Score -559285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -559288.375000 Penalty: 4223.733398
	Iteration 46Q: 3 clusters Score -559288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -559290.625000 Penalty: 4223.733398
	Iteration 47Q: 3 clusters Score -559290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -559293.375000 Penalty: 4223.733398
	Iteration 48Q: 3 clusters Score -559293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559296.437500 Penalty: 4223.733398
	Iteration 49Q: 3 clusters Score -559296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -559300.750000 Penalty: 4223.733398
	Iteration 50Q: 3 clusters Score -559300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -559301.187500 Penalty: 4223.733398
	Iteration 51Q: 3 clusters Score -559301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -559302.187500 Penalty: 4223.733398
	Iteration 52Q: 3 clusters Score -559302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -559304.000000 Penalty: 4223.733398
	Iteration 53Q: 3 clusters Score -559304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -559307.875000 Penalty: 4223.733398
	Iteration 54Q: 3 clusters Score -559307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -559311.625000 Penalty: 4223.733398
	Iteration 55Q: 3 clusters Score -559311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -559317.250000 Penalty: 4223.733398
	Iteration 56Q: 3 clusters Score -559317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -559321.812500 Penalty: 4223.733398
	Iteration 57Q: 3 clusters Score -559321.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -559327.500000 Penalty: 4223.733398
	Iteration 58Q: 3 clusters Score -559327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -559331.062500 Penalty: 4223.733398
	Iteration 59Q: 3 clusters Score -559331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -559334.312500 Penalty: 4223.733398
	Iteration 60F: 3 clusters Score -559334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -559335.375000 Penalty: 4223.733398
	Iteration 61Q: 3 clusters Score -559335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -559337.937500 Penalty: 4223.733398
	Iteration 62Q: 3 clusters Score -559337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -559339.062500 Penalty: 4223.733398
	Iteration 63Q: 3 clusters Score -559339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -559343.250000 Penalty: 4223.733398
	Iteration 64Q: 3 clusters Score -559343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -559347.375000 Penalty: 4223.733398
	Iteration 65Q: 3 clusters Score -559347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -559351.375000 Penalty: 4223.733398
	Iteration 66Q: 3 clusters Score -559351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -559353.875000 Penalty: 4223.733398
	Iteration 67Q: 3 clusters Score -559353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -559354.812500 Penalty: 4223.733398
	Iteration 68Q: 3 clusters Score -559354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -559357.625000 Penalty: 4223.733398
	Iteration 69Q: 3 clusters Score -559357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -559360.375000 Penalty: 4223.733398
	Iteration 70Q: 3 clusters Score -559360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -559362.375000 Penalty: 4223.733398
	Iteration 71Q: 3 clusters Score -559362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -559366.500000 Penalty: 4223.733398
	Iteration 72Q: 3 clusters Score -559366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -559367.875000 Penalty: 4223.733398
	Iteration 73Q: 3 clusters Score -559367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -559372.000000 Penalty: 4223.733398
	Iteration 74Q: 3 clusters Score -559372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -559373.750000 Penalty: 4223.733398
	Iteration 75Q: 3 clusters Score -559373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -559375.500000 Penalty: 4223.733398
	Iteration 76Q: 3 clusters Score -559375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -559378.000000 Penalty: 4223.733398
	Iteration 77Q: 3 clusters Score -559378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -559377.812500 Penalty: 4223.733398
	Iteration 78Q: 3 clusters Score -559377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -559380.062500 Penalty: 4223.733398
	Iteration 79Q: 3 clusters Score -559380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -559382.500000 Penalty: 4223.733398
	Iteration 80F: 3 clusters Score -559382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -559385.187500 Penalty: 4223.733398
	Iteration 81Q: 3 clusters Score -559385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -559390.375000 Penalty: 4223.733398
	Iteration 82Q: 3 clusters Score -559390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -559394.562500 Penalty: 4223.733398
	Iteration 83Q: 3 clusters Score -559394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -559396.250000 Penalty: 4223.733398
	Iteration 84Q: 3 clusters Score -559396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -559400.625000 Penalty: 4223.733398
	Iteration 85Q: 3 clusters Score -559400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -559407.125000 Penalty: 4223.733398
	Iteration 86Q: 3 clusters Score -559407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -559411.875000 Penalty: 4223.733398
	Iteration 87Q: 3 clusters Score -559411.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -559417.312500 Penalty: 4223.733398
	Iteration 88Q: 3 clusters Score -559417.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -559422.437500 Penalty: 4223.733398
	Iteration 89Q: 3 clusters Score -559422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559424.187500 Penalty: 4223.733398
	Iteration 90Q: 3 clusters Score -559424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -559425.375000 Penalty: 4223.733398
	Iteration 91Q: 3 clusters Score -559425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -559428.625000 Penalty: 4223.733398
	Iteration 92Q: 3 clusters Score -559428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -559433.687500 Penalty: 4223.733398
	Iteration 93Q: 3 clusters Score -559433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -559439.875000 Penalty: 4223.733398
	Iteration 94Q: 3 clusters Score -559439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -559444.125000 Penalty: 4223.733398
	Iteration 95Q: 3 clusters Score -559444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -559449.500000 Penalty: 4223.733398
	Iteration 96Q: 3 clusters Score -559449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -559452.562500 Penalty: 4223.733398
	Iteration 97Q: 3 clusters Score -559452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -559454.625000 Penalty: 4223.733398
	Iteration 98Q: 3 clusters Score -559454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -559457.125000 Penalty: 4223.733398
	Iteration 99Q: 3 clusters Score -559457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -559459.562500 Penalty: 4223.733398
	Iteration 100F: 3 clusters Score -559459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -559462.250000 Penalty: 4223.733398
	Iteration 101Q: 3 clusters Score -559462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -559464.875000 Penalty: 4223.733398
	Iteration 102Q: 3 clusters Score -559464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -559469.187500 Penalty: 4223.733398
	Iteration 103Q: 3 clusters Score -559469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -559473.000000 Penalty: 4223.733398
	Iteration 104Q: 3 clusters Score -559473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -559477.937500 Penalty: 4223.733398
	Iteration 105Q: 3 clusters Score -559477.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -559484.500000 Penalty: 4223.733398
	Iteration 106Q: 3 clusters Score -559484.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -559486.812500 Penalty: 4223.733398
	Iteration 107Q: 3 clusters Score -559486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -559487.125000 Penalty: 4223.733398
	Iteration 108Q: 3 clusters Score -559487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -559487.250000 Penalty: 4223.733398
	Iteration 109Q: 3 clusters Score -559487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -559488.250000 Penalty: 4223.733398
	Iteration 110Q: 3 clusters Score -559488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -559489.687500 Penalty: 4223.733398
	Iteration 111Q: 3 clusters Score -559489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -559489.687500 Penalty: 4223.733398
	Iteration 112F: 3 clusters Score -559489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -666356.562500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -666356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -661325.687500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -661325.7 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -662613.312500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -662613.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -662915.500000 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -662915.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -663148.062500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -663148.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -663308.812500 Penalty: 4304.263672
	Iteration 4Q: 3 clusters Score -663308.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -663430.625000 Penalty: 4304.263672
	Iteration 5Q: 3 clusters Score -663430.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -663560.437500 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -663560.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -663698.125000 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -663698.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -663835.000000 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -663835 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -663988.000000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -663988 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -664170.750000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -664170.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -664326.812500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -664326.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -664466.187500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -664466.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -664626.375000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -664626.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -664785.562500 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -664785.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -664921.687500 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -664921.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -665047.250000 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -665047.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -665146.250000 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -665146.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665202.562500 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -665202.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665241.750000 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -665241.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -665262.750000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -665262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -665271.937500 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -665271.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665282.000000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -665282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -665286.437500 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -665286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -665290.437500 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -665290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -665294.562500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -665294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -665298.437500 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -665298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -665302.312500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -665302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -665305.250000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -665305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -665307.125000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -665307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -665308.312500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -665308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -665308.562500 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -665308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -665309.000000 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -665309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -665308.812500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -665308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -665311.062500 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -665311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -665309.937500 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -665309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -665310.625000 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -665310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -665310.187500 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -665310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -665311.937500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -665311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -665311.562500 Penalty: 4304.263672
	Iteration 39Q: 3 clusters Score -665311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -665310.875000 Penalty: 4304.263672
	Iteration 40F: 3 clusters Score -665310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -665311.125000 Penalty: 4304.263672
	Iteration 41Q: 3 clusters Score -665311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -665311.312500 Penalty: 4304.263672
	Iteration 42Q: 3 clusters Score -665311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -665313.562500 Penalty: 4304.263672
	Iteration 43Q: 3 clusters Score -665313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665316.562500 Penalty: 4304.263672
	Iteration 44Q: 3 clusters Score -665316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -665317.000000 Penalty: 4304.263672
	Iteration 45Q: 3 clusters Score -665317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665318.500000 Penalty: 4304.263672
	Iteration 46Q: 3 clusters Score -665318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665317.750000 Penalty: 4304.263672
	Iteration 47Q: 3 clusters Score -665317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -665319.000000 Penalty: 4304.263672
	Iteration 48Q: 3 clusters Score -665319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -665318.062500 Penalty: 4304.263672
	Iteration 49Q: 3 clusters Score -665318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -665319.187500 Penalty: 4304.263672
	Iteration 50Q: 3 clusters Score -665319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -665319.125000 Penalty: 4304.263672
	Iteration 51Q: 3 clusters Score -665319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -665319.125000 Penalty: 4304.263672
	Iteration 52F: 3 clusters Score -665319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -592172.562500 Penalty: 2122.514648
	Iteration 0F: 2 clusters Score -592172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -587544.250000 Penalty: 4245.029297
	Iteration 0F: 3 clusters Score -587544.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -588664.562500 Penalty: 4245.029297
	Iteration 1F: 3 clusters Score -588664.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -588869.250000 Penalty: 4245.029297
	Iteration 2F: 3 clusters Score -588869.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -588977.562500 Penalty: 4245.029297
	Iteration 3Q: 3 clusters Score -588977.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -589067.562500 Penalty: 4245.029297
	Iteration 4Q: 3 clusters Score -589067.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -589160.500000 Penalty: 4245.029297
	Iteration 5Q: 3 clusters Score -589160.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -589235.937500 Penalty: 4245.029297
	Iteration 6Q: 3 clusters Score -589235.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -589318.562500 Penalty: 4245.029297
	Iteration 7Q: 3 clusters Score -589318.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -589418.000000 Penalty: 4245.029297
	Iteration 8Q: 3 clusters Score -589418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -589505.875000 Penalty: 4245.029297
	Iteration 9Q: 3 clusters Score -589505.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -589604.062500 Penalty: 4245.029297
	Iteration 10Q: 3 clusters Score -589604.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -589704.250000 Penalty: 4245.029297
	Iteration 11Q: 3 clusters Score -589704.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -589802.500000 Penalty: 4245.029297
	Iteration 12Q: 3 clusters Score -589802.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -589887.187500 Penalty: 4245.029297
	Iteration 13Q: 3 clusters Score -589887.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -589954.187500 Penalty: 4245.029297
	Iteration 14Q: 3 clusters Score -589954.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -590021.375000 Penalty: 4245.029297
	Iteration 15Q: 3 clusters Score -590021.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -590086.187500 Penalty: 4245.029297
	Iteration 16Q: 3 clusters Score -590086.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -590159.937500 Penalty: 4245.029297
	Iteration 17Q: 3 clusters Score -590159.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -590250.875000 Penalty: 4245.029297
	Iteration 18Q: 3 clusters Score -590250.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -590356.437500 Penalty: 4245.029297
	Iteration 19Q: 3 clusters Score -590356.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -590453.562500 Penalty: 4245.029297
	Iteration 20F: 3 clusters Score -590453.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -590561.250000 Penalty: 4245.029297
	Iteration 21Q: 3 clusters Score -590561.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -590674.687500 Penalty: 4245.029297
	Iteration 22Q: 3 clusters Score -590674.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -590777.875000 Penalty: 4245.029297
	Iteration 23Q: 3 clusters Score -590777.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -590835.937500 Penalty: 4245.029297
	Iteration 24Q: 3 clusters Score -590835.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -590881.062500 Penalty: 4245.029297
	Iteration 25Q: 3 clusters Score -590881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -590916.062500 Penalty: 4245.029297
	Iteration 26Q: 3 clusters Score -590916.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -590957.750000 Penalty: 4245.029297
	Iteration 27Q: 3 clusters Score -590957.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -590990.812500 Penalty: 4245.029297
	Iteration 28Q: 3 clusters Score -590990.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -591013.875000 Penalty: 4245.029297
	Iteration 29Q: 3 clusters Score -591013.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -591034.687500 Penalty: 4245.029297
	Iteration 30Q: 3 clusters Score -591034.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -591049.250000 Penalty: 4245.029297
	Iteration 31Q: 3 clusters Score -591049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -591059.750000 Penalty: 4245.029297
	Iteration 32Q: 3 clusters Score -591059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -591066.500000 Penalty: 4245.029297
	Iteration 33Q: 3 clusters Score -591066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -591070.687500 Penalty: 4245.029297
	Iteration 34Q: 3 clusters Score -591070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -591072.687500 Penalty: 4245.029297
	Iteration 35Q: 3 clusters Score -591072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -591077.375000 Penalty: 4245.029297
	Iteration 36Q: 3 clusters Score -591077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -591084.687500 Penalty: 4245.029297
	Iteration 37Q: 3 clusters Score -591084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -591089.812500 Penalty: 4245.029297
	Iteration 38Q: 3 clusters Score -591089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -591093.750000 Penalty: 4245.029297
	Iteration 39Q: 3 clusters Score -591093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -591100.625000 Penalty: 4245.029297
	Iteration 40F: 3 clusters Score -591100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -591106.875000 Penalty: 4245.029297
	Iteration 41Q: 3 clusters Score -591106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -591114.187500 Penalty: 4245.029297
	Iteration 42Q: 3 clusters Score -591114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -591120.125000 Penalty: 4245.029297
	Iteration 43Q: 3 clusters Score -591120.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -591127.500000 Penalty: 4245.029297
	Iteration 44Q: 3 clusters Score -591127.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -591135.312500 Penalty: 4245.029297
	Iteration 45Q: 3 clusters Score -591135.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -591147.125000 Penalty: 4245.029297
	Iteration 46Q: 3 clusters Score -591147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -591157.562500 Penalty: 4245.029297
	Iteration 47Q: 3 clusters Score -591157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -591165.875000 Penalty: 4245.029297
	Iteration 48Q: 3 clusters Score -591165.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -591175.937500 Penalty: 4245.029297
	Iteration 49Q: 3 clusters Score -591175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -591182.937500 Penalty: 4245.029297
	Iteration 50Q: 3 clusters Score -591182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -591186.625000 Penalty: 4245.029297
	Iteration 51Q: 3 clusters Score -591186.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -591191.875000 Penalty: 4245.029297
	Iteration 52Q: 3 clusters Score -591191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -591193.187500 Penalty: 4245.029297
	Iteration 53Q: 3 clusters Score -591193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -591195.750000 Penalty: 4245.029297
	Iteration 54Q: 3 clusters Score -591195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -591197.250000 Penalty: 4245.029297
	Iteration 55Q: 3 clusters Score -591197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -591197.125000 Penalty: 4245.029297
	Iteration 56Q: 3 clusters Score -591197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -591197.125000 Penalty: 4245.029297
	Iteration 57F: 3 clusters Score -591197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Entering Unmasked Estep 
Score: -1685700.875000 Penalty: 2384.686768
	Iteration 0F: 2 clusters Score -1685701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1674857.875000 Penalty: 4769.373535
	Iteration 0F: 3 clusters Score -1674858 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1678393.500000 Penalty: 4769.373535
	Iteration 1F: 3 clusters Score -1678394 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1679045.500000 Penalty: 4769.373535
	Iteration 2F: 3 clusters Score -1679046 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1679685.375000 Penalty: 4769.373535
	Iteration 3F: 3 clusters Score -1679685 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1680367.500000 Penalty: 4769.373535
	Iteration 4F: 3 clusters Score -1680368 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1681075.250000 Penalty: 4769.373535
	Iteration 5F: 3 clusters Score -1681075 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1681784.875000 Penalty: 4769.373535
	Iteration 6F: 3 clusters Score -1681785 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1682394.750000 Penalty: 4769.373535
	Iteration 7F: 3 clusters Score -1682395 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1682896.750000 Penalty: 4769.373535
	Iteration 8Q: 3 clusters Score -1682897 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1683232.500000 Penalty: 4769.373535
	Iteration 9Q: 3 clusters Score -1683232 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1683475.375000 Penalty: 4769.373535
	Iteration 10Q: 3 clusters Score -1683475 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1683623.875000 Penalty: 4769.373535
	Iteration 11Q: 3 clusters Score -1683624 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1683721.125000 Penalty: 4769.373535
	Iteration 12Q: 3 clusters Score -1683721 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1683788.250000 Penalty: 4769.373535
	Iteration 13Q: 3 clusters Score -1683788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1683833.250000 Penalty: 4769.373535
	Iteration 14Q: 3 clusters Score -1683833 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1683889.875000 Penalty: 4769.373535
	Iteration 15Q: 3 clusters Score -1683890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1683924.875000 Penalty: 4769.373535
	Iteration 16Q: 3 clusters Score -1683925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1683957.500000 Penalty: 4769.373535
	Iteration 17Q: 3 clusters Score -1683958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1683973.000000 Penalty: 4769.373535
	Iteration 18Q: 3 clusters Score -1683973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1683987.375000 Penalty: 4769.373535
	Iteration 19Q: 3 clusters Score -1683987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1684006.375000 Penalty: 4769.373535
	Iteration 20F: 3 clusters Score -1684006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1684011.500000 Penalty: 4769.373535
	Iteration 21Q: 3 clusters Score -1684012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1684021.500000 Penalty: 4769.373535
	Iteration 22Q: 3 clusters Score -1684022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1684031.125000 Penalty: 4769.373535
	Iteration 23Q: 3 clusters Score -1684031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1684031.250000 Penalty: 4769.373535
	Iteration 24Q: 3 clusters Score -1684031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1684036.375000 Penalty: 4769.373535
	Iteration 25Q: 3 clusters Score -1684036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1684039.750000 Penalty: 4769.373535
	Iteration 26Q: 3 clusters Score -1684040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1684044.125000 Penalty: 4769.373535
	Iteration 27Q: 3 clusters Score -1684044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1684044.250000 Penalty: 4769.373535
	Iteration 28Q: 3 clusters Score -1684044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1684049.875000 Penalty: 4769.373535
	Iteration 29Q: 3 clusters Score -1684050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1684051.500000 Penalty: 4769.373535
	Iteration 30Q: 3 clusters Score -1684052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1684053.750000 Penalty: 4769.373535
	Iteration 31Q: 3 clusters Score -1684054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1684057.250000 Penalty: 4769.373535
	Iteration 32Q: 3 clusters Score -1684057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1684059.125000 Penalty: 4769.373535
	Iteration 33Q: 3 clusters Score -1684059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1684059.000000 Penalty: 4769.373535
	Iteration 34Q: 3 clusters Score -1684059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1684064.500000 Penalty: 4769.373535
	Iteration 35Q: 3 clusters Score -1684064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1684066.500000 Penalty: 4769.373535
	Iteration 36Q: 3 clusters Score -1684066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1684071.125000 Penalty: 4769.373535
	Iteration 37Q: 3 clusters Score -1684071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1684076.375000 Penalty: 4769.373535
	Iteration 38Q: 3 clusters Score -1684076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1684075.750000 Penalty: 4769.373535
	Iteration 39Q: 3 clusters Score -1684076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1684074.375000 Penalty: 4769.373535
	Iteration 40F: 3 clusters Score -1684074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1684075.375000 Penalty: 4769.373535
	Iteration 41Q: 3 clusters Score -1684075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1684076.000000 Penalty: 4769.373535
	Iteration 42Q: 3 clusters Score -1684076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1684076.000000 Penalty: 4769.373535
	Iteration 43Q: 3 clusters Score -1684076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1684078.375000 Penalty: 4769.373535
	Iteration 44Q: 3 clusters Score -1684078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1684076.750000 Penalty: 4769.373535
	Iteration 45Q: 3 clusters Score -1684077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1684077.875000 Penalty: 4769.373535
	Iteration 46Q: 3 clusters Score -1684078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1684079.250000 Penalty: 4769.373535
	Iteration 47Q: 3 clusters Score -1684079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1684078.875000 Penalty: 4769.373535
	Iteration 48Q: 3 clusters Score -1684079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1684075.625000 Penalty: 4769.373535
	Iteration 49Q: 3 clusters Score -1684076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1684079.500000 Penalty: 4769.373535
	Iteration 50Q: 3 clusters Score -1684080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1684079.500000 Penalty: 4769.373535
	Iteration 51F: 3 clusters Score -1684080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Entering Unmasked Estep 
Score: -7843426.500000 Penalty: 2751.261719
	Iteration 0F: 2 clusters Score -7843426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -7799480.500000 Penalty: 5502.523438
	Iteration 0F: 3 clusters Score -7799480 nChanged 30656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -7816900.500000 Penalty: 5502.523438
	Iteration 1F: 3 clusters Score -7816900 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7817874.500000 Penalty: 5502.523438
	Iteration 2Q: 3 clusters Score -7817874 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7819344.500000 Penalty: 5502.523438
	Iteration 3F: 3 clusters Score -7819344 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7821936.500000 Penalty: 5502.523438
	Iteration 4F: 3 clusters Score -7821936 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -7825561.500000 Penalty: 5502.523438
	Iteration 5F: 3 clusters Score -7825562 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -7830050.000000 Penalty: 5502.523438
	Iteration 6F: 3 clusters Score -7830050 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -7834413.000000 Penalty: 5502.523438
	Iteration 7F: 3 clusters Score -7834413 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7837599.500000 Penalty: 5502.523438
	Iteration 8F: 3 clusters Score -7837600 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -7839758.000000 Penalty: 5502.523438
	Iteration 9Q: 3 clusters Score -7839758 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -7840878.500000 Penalty: 5502.523438
	Iteration 10Q: 3 clusters Score -7840878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -7841394.500000 Penalty: 5502.523438
	Iteration 11Q: 3 clusters Score -7841394 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -7841664.500000 Penalty: 5502.523438
	Iteration 12Q: 3 clusters Score -7841664 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7841822.500000 Penalty: 5502.523438
	Iteration 13Q: 3 clusters Score -7841822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -7841898.500000 Penalty: 5502.523438
	Iteration 14Q: 3 clusters Score -7841898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -7841943.000000 Penalty: 5502.523438
	Iteration 15Q: 3 clusters Score -7841943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -7841990.500000 Penalty: 5502.523438
	Iteration 16Q: 3 clusters Score -7841990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -7842008.500000 Penalty: 5502.523438
	Iteration 17Q: 3 clusters Score -7842008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -7842029.000000 Penalty: 5502.523438
	Iteration 18Q: 3 clusters Score -7842029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -7842054.500000 Penalty: 5502.523438
	Iteration 19Q: 3 clusters Score -7842054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -7842076.500000 Penalty: 5502.523438
	Iteration 20F: 3 clusters Score -7842076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -7842092.500000 Penalty: 5502.523438
	Iteration 21Q: 3 clusters Score -7842092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -7842121.000000 Penalty: 5502.523438
	Iteration 22Q: 3 clusters Score -7842121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -7842126.500000 Penalty: 5502.523438
	Iteration 23Q: 3 clusters Score -7842126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -7842150.000000 Penalty: 5502.523438
	Iteration 24Q: 3 clusters Score -7842150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -7842163.500000 Penalty: 5502.523438
	Iteration 25Q: 3 clusters Score -7842164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -7842173.500000 Penalty: 5502.523438
	Iteration 26Q: 3 clusters Score -7842174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -7842184.000000 Penalty: 5502.523438
	Iteration 27Q: 3 clusters Score -7842184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -7842201.000000 Penalty: 5502.523438
	Iteration 28Q: 3 clusters Score -7842201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -7842224.000000 Penalty: 5502.523438
	Iteration 29Q: 3 clusters Score -7842224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -7842247.000000 Penalty: 5502.523438
	Iteration 30Q: 3 clusters Score -7842247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -7842263.000000 Penalty: 5502.523438
	Iteration 31Q: 3 clusters Score -7842263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -7842292.000000 Penalty: 5502.523438
	Iteration 32Q: 3 clusters Score -7842292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -7842319.000000 Penalty: 5502.523438
	Iteration 33Q: 3 clusters Score -7842319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -7842326.000000 Penalty: 5502.523438
	Iteration 34Q: 3 clusters Score -7842326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -7842345.000000 Penalty: 5502.523438
	Iteration 35Q: 3 clusters Score -7842345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -7842348.000000 Penalty: 5502.523438
	Iteration 36Q: 3 clusters Score -7842348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -7842352.000000 Penalty: 5502.523438
	Iteration 37Q: 3 clusters Score -7842352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -7842352.000000 Penalty: 5502.523438
	Iteration 38F: 3 clusters Score -7842352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -320790.656250 Penalty: 2003.975708
	Iteration 0F: 2 clusters Score -320790.7 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 1646 members 
Entering Unmasked Estep 
Score: -317442.125000 Penalty: 4007.951416
	Iteration 0F: 3 clusters Score -317442.1 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -318399.218750 Penalty: 4007.951416
	Iteration 1F: 3 clusters Score -318399.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -318738.625000 Penalty: 4007.951416
	Iteration 2F: 3 clusters Score -318738.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -318973.875000 Penalty: 4007.951416
	Iteration 3F: 3 clusters Score -318973.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -319133.656250 Penalty: 4007.951416
	Iteration 4F: 3 clusters Score -319133.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319246.968750 Penalty: 4007.951416
	Iteration 5Q: 3 clusters Score -319247 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -319341.406250 Penalty: 4007.951416
	Iteration 6Q: 3 clusters Score -319341.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -319423.062500 Penalty: 4007.951416
	Iteration 7Q: 3 clusters Score -319423.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -319480.968750 Penalty: 4007.951416
	Iteration 8Q: 3 clusters Score -319481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319532.343750 Penalty: 4007.951416
	Iteration 9Q: 3 clusters Score -319532.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -319575.218750 Penalty: 4007.951416
	Iteration 10Q: 3 clusters Score -319575.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -319598.125000 Penalty: 4007.951416
	Iteration 11Q: 3 clusters Score -319598.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -319615.156250 Penalty: 4007.951416
	Iteration 12Q: 3 clusters Score -319615.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -319637.593750 Penalty: 4007.951416
	Iteration 13Q: 3 clusters Score -319637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319652.718750 Penalty: 4007.951416
	Iteration 14Q: 3 clusters Score -319652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -319669.375000 Penalty: 4007.951416
	Iteration 15Q: 3 clusters Score -319669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319690.187500 Penalty: 4007.951416
	Iteration 16Q: 3 clusters Score -319690.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319716.406250 Penalty: 4007.951416
	Iteration 17Q: 3 clusters Score -319716.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -319743.562500 Penalty: 4007.951416
	Iteration 18Q: 3 clusters Score -319743.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319774.968750 Penalty: 4007.951416
	Iteration 19Q: 3 clusters Score -319775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -319814.000000 Penalty: 4007.951416
	Iteration 20F: 3 clusters Score -319814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -319858.937500 Penalty: 4007.951416
	Iteration 21Q: 3 clusters Score -319858.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -319918.062500 Penalty: 4007.951416
	Iteration 22Q: 3 clusters Score -319918.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -319976.875000 Penalty: 4007.951416
	Iteration 23Q: 3 clusters Score -319976.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -320046.093750 Penalty: 4007.951416
	Iteration 24Q: 3 clusters Score -320046.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320115.375000 Penalty: 4007.951416
	Iteration 25Q: 3 clusters Score -320115.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -320182.406250 Penalty: 4007.951416
	Iteration 26Q: 3 clusters Score -320182.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -320252.156250 Penalty: 4007.951416
	Iteration 27Q: 3 clusters Score -320252.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -320288.562500 Penalty: 4007.951416
	Iteration 28Q: 3 clusters Score -320288.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -320301.937500 Penalty: 4007.951416
	Iteration 29Q: 3 clusters Score -320301.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -320324.250000 Penalty: 4007.951416
	Iteration 30Q: 3 clusters Score -320324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -320345.531250 Penalty: 4007.951416
	Iteration 31Q: 3 clusters Score -320345.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -320362.375000 Penalty: 4007.951416
	Iteration 32Q: 3 clusters Score -320362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -320375.812500 Penalty: 4007.951416
	Iteration 33Q: 3 clusters Score -320375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -320382.906250 Penalty: 4007.951416
	Iteration 34Q: 3 clusters Score -320382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -320386.843750 Penalty: 4007.951416
	Iteration 35Q: 3 clusters Score -320386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -320390.687500 Penalty: 4007.951416
	Iteration 36Q: 3 clusters Score -320390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320396.312500 Penalty: 4007.951416
	Iteration 37Q: 3 clusters Score -320396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -320405.281250 Penalty: 4007.951416
	Iteration 38Q: 3 clusters Score -320405.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -320410.031250 Penalty: 4007.951416
	Iteration 39Q: 3 clusters Score -320410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320413.093750 Penalty: 4007.951416
	Iteration 40F: 3 clusters Score -320413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -320415.875000 Penalty: 4007.951416
	Iteration 41Q: 3 clusters Score -320415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -320418.718750 Penalty: 4007.951416
	Iteration 42Q: 3 clusters Score -320418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -320421.750000 Penalty: 4007.951416
	Iteration 43Q: 3 clusters Score -320421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -320426.500000 Penalty: 4007.951416
	Iteration 44Q: 3 clusters Score -320426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -320434.343750 Penalty: 4007.951416
	Iteration 45Q: 3 clusters Score -320434.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -320437.937500 Penalty: 4007.951416
	Iteration 46Q: 3 clusters Score -320437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -320441.281250 Penalty: 4007.951416
	Iteration 47Q: 3 clusters Score -320441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -320444.781250 Penalty: 4007.951416
	Iteration 48Q: 3 clusters Score -320444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -320450.250000 Penalty: 4007.951416
	Iteration 49Q: 3 clusters Score -320450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -320453.593750 Penalty: 4007.951416
	Iteration 50Q: 3 clusters Score -320453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -320457.343750 Penalty: 4007.951416
	Iteration 51Q: 3 clusters Score -320457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -320459.281250 Penalty: 4007.951416
	Iteration 52Q: 3 clusters Score -320459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -320461.625000 Penalty: 4007.951416
	Iteration 53Q: 3 clusters Score -320461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -320464.468750 Penalty: 4007.951416
	Iteration 54Q: 3 clusters Score -320464.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -320467.531250 Penalty: 4007.951416
	Iteration 55Q: 3 clusters Score -320467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -320471.031250 Penalty: 4007.951416
	Iteration 56Q: 3 clusters Score -320471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -320472.781250 Penalty: 4007.951416
	Iteration 57Q: 3 clusters Score -320472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320473.156250 Penalty: 4007.951416
	Iteration 58Q: 3 clusters Score -320473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320473.156250 Penalty: 4007.951416
	Iteration 59F: 3 clusters Score -320473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1033180.625000 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -1033181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1026256.000000 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -1026256 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1028258.562500 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -1028259 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1028537.750000 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -1028538 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1028724.937500 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -1028725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1028875.562500 Penalty: 4504.020996
	Iteration 4Q: 3 clusters Score -1028876 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1029023.937500 Penalty: 4504.020996
	Iteration 5Q: 3 clusters Score -1029024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1029188.875000 Penalty: 4504.020996
	Iteration 6Q: 3 clusters Score -1029189 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1029374.687500 Penalty: 4504.020996
	Iteration 7Q: 3 clusters Score -1029375 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1029578.000000 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -1029578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1029776.000000 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -1029776 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1029996.875000 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -1029997 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1030242.375000 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -1030242 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1030482.375000 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -1030482 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1030726.812500 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -1030727 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1030942.125000 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -1030942 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1031137.250000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -1031137 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1031287.625000 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -1031288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1031403.375000 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -1031403 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1031487.812500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -1031488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1031553.500000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -1031554 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1031601.125000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -1031601 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1031649.250000 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -1031649 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1031689.937500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -1031690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1031733.437500 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -1031733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1031769.687500 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -1031770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1031813.875000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -1031814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1031863.750000 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -1031864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1031912.187500 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -1031912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1031954.500000 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -1031954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1031993.187500 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -1031993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1032034.000000 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -1032034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1032078.625000 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -1032079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1032115.500000 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -1032116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1032150.437500 Penalty: 4504.020996
	Iteration 33Q: 3 clusters Score -1032150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1032179.875000 Penalty: 4504.020996
	Iteration 34Q: 3 clusters Score -1032180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1032217.687500 Penalty: 4504.020996
	Iteration 35Q: 3 clusters Score -1032218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1032243.687500 Penalty: 4504.020996
	Iteration 36Q: 3 clusters Score -1032244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1032268.187500 Penalty: 4504.020996
	Iteration 37Q: 3 clusters Score -1032268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1032292.312500 Penalty: 4504.020996
	Iteration 38Q: 3 clusters Score -1032292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1032307.625000 Penalty: 4504.020996
	Iteration 39Q: 3 clusters Score -1032308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1032315.437500 Penalty: 4504.020996
	Iteration 40F: 3 clusters Score -1032315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1032322.625000 Penalty: 4504.020996
	Iteration 41Q: 3 clusters Score -1032323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1032326.812500 Penalty: 4504.020996
	Iteration 42Q: 3 clusters Score -1032327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1032328.062500 Penalty: 4504.020996
	Iteration 43Q: 3 clusters Score -1032328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1032330.562500 Penalty: 4504.020996
	Iteration 44Q: 3 clusters Score -1032331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1032333.875000 Penalty: 4504.020996
	Iteration 45Q: 3 clusters Score -1032334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1032336.875000 Penalty: 4504.020996
	Iteration 46Q: 3 clusters Score -1032337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1032337.437500 Penalty: 4504.020996
	Iteration 47Q: 3 clusters Score -1032337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1032341.000000 Penalty: 4504.020996
	Iteration 48Q: 3 clusters Score -1032341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1032341.875000 Penalty: 4504.020996
	Iteration 49Q: 3 clusters Score -1032342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1032344.000000 Penalty: 4504.020996
	Iteration 50Q: 3 clusters Score -1032344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1032347.500000 Penalty: 4504.020996
	Iteration 51Q: 3 clusters Score -1032348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1032349.000000 Penalty: 4504.020996
	Iteration 52Q: 3 clusters Score -1032349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1032350.312500 Penalty: 4504.020996
	Iteration 53Q: 3 clusters Score -1032350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1032350.125000 Penalty: 4504.020996
	Iteration 54Q: 3 clusters Score -1032350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1032352.062500 Penalty: 4504.020996
	Iteration 55Q: 3 clusters Score -1032352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1032351.125000 Penalty: 4504.020996
	Iteration 56Q: 3 clusters Score -1032351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1032352.687500 Penalty: 4504.020996
	Iteration 57Q: 3 clusters Score -1032353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1032353.187500 Penalty: 4504.020996
	Iteration 58Q: 3 clusters Score -1032353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1032355.687500 Penalty: 4504.020996
	Iteration 59Q: 3 clusters Score -1032356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1032355.687500 Penalty: 4504.020996
	Iteration 60F: 3 clusters Score -1032356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -311283.812500 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -311283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -308100.468750 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -308100.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -308822.343750 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -308822.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -309035.093750 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -309035.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -309218.156250 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -309218.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -309454.250000 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -309454.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -309697.343750 Penalty: 3956.050537
	Iteration 5F: 3 clusters Score -309697.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -309956.500000 Penalty: 3956.050537
	Iteration 6F: 3 clusters Score -309956.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -310126.875000 Penalty: 3956.050537
	Iteration 7F: 3 clusters Score -310126.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -310225.906250 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -310225.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -310299.906250 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -310299.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -310347.250000 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -310347.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -310376.812500 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -310376.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -310398.625000 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -310398.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -310407.750000 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -310407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -310412.125000 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -310412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -310416.000000 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -310416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -310419.812500 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -310419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -310420.937500 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -310420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -310422.093750 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -310422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -310422.031250 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -310422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -310422.031250 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -310422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Entering Unmasked Estep 
Score: -1400057.375000 Penalty: 2341.302979
	Iteration 0F: 2 clusters Score -1400057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1390773.125000 Penalty: 4682.605957
	Iteration 0F: 3 clusters Score -1390773 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1393823.625000 Penalty: 4682.605957
	Iteration 1F: 3 clusters Score -1393824 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1394385.500000 Penalty: 4682.605957
	Iteration 2F: 3 clusters Score -1394386 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1394889.000000 Penalty: 4682.605957
	Iteration 3F: 3 clusters Score -1394889 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1395356.125000 Penalty: 4682.605957
	Iteration 4F: 3 clusters Score -1395356 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1395772.875000 Penalty: 4682.605957
	Iteration 5F: 3 clusters Score -1395773 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1396161.875000 Penalty: 4682.605957
	Iteration 6Q: 3 clusters Score -1396162 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1396510.250000 Penalty: 4682.605957
	Iteration 7Q: 3 clusters Score -1396510 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1396807.750000 Penalty: 4682.605957
	Iteration 8Q: 3 clusters Score -1396808 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1397062.500000 Penalty: 4682.605957
	Iteration 9Q: 3 clusters Score -1397062 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1397280.375000 Penalty: 4682.605957
	Iteration 10Q: 3 clusters Score -1397280 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1397463.000000 Penalty: 4682.605957
	Iteration 11Q: 3 clusters Score -1397463 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1397600.625000 Penalty: 4682.605957
	Iteration 12Q: 3 clusters Score -1397601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1397707.125000 Penalty: 4682.605957
	Iteration 13Q: 3 clusters Score -1397707 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1397802.500000 Penalty: 4682.605957
	Iteration 14Q: 3 clusters Score -1397802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1397867.250000 Penalty: 4682.605957
	Iteration 15Q: 3 clusters Score -1397867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1397915.750000 Penalty: 4682.605957
	Iteration 16Q: 3 clusters Score -1397916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1397969.500000 Penalty: 4682.605957
	Iteration 17Q: 3 clusters Score -1397970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1398002.000000 Penalty: 4682.605957
	Iteration 18Q: 3 clusters Score -1398002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1398031.625000 Penalty: 4682.605957
	Iteration 19Q: 3 clusters Score -1398032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1398062.250000 Penalty: 4682.605957
	Iteration 20F: 3 clusters Score -1398062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1398081.750000 Penalty: 4682.605957
	Iteration 21Q: 3 clusters Score -1398082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1398102.750000 Penalty: 4682.605957
	Iteration 22Q: 3 clusters Score -1398103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1398122.125000 Penalty: 4682.605957
	Iteration 23Q: 3 clusters Score -1398122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1398125.750000 Penalty: 4682.605957
	Iteration 24Q: 3 clusters Score -1398126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1398140.875000 Penalty: 4682.605957
	Iteration 25Q: 3 clusters Score -1398141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1398150.875000 Penalty: 4682.605957
	Iteration 26Q: 3 clusters Score -1398151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1398157.875000 Penalty: 4682.605957
	Iteration 27Q: 3 clusters Score -1398158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1398171.250000 Penalty: 4682.605957
	Iteration 28Q: 3 clusters Score -1398171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1398177.625000 Penalty: 4682.605957
	Iteration 29Q: 3 clusters Score -1398178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1398182.125000 Penalty: 4682.605957
	Iteration 30Q: 3 clusters Score -1398182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1398194.875000 Penalty: 4682.605957
	Iteration 31Q: 3 clusters Score -1398195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1398203.875000 Penalty: 4682.605957
	Iteration 32Q: 3 clusters Score -1398204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1398212.625000 Penalty: 4682.605957
	Iteration 33Q: 3 clusters Score -1398213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1398220.500000 Penalty: 4682.605957
	Iteration 34Q: 3 clusters Score -1398220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1398232.000000 Penalty: 4682.605957
	Iteration 35Q: 3 clusters Score -1398232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1398239.750000 Penalty: 4682.605957
	Iteration 36Q: 3 clusters Score -1398240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1398254.750000 Penalty: 4682.605957
	Iteration 37Q: 3 clusters Score -1398255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1398271.750000 Penalty: 4682.605957
	Iteration 38Q: 3 clusters Score -1398272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1398280.875000 Penalty: 4682.605957
	Iteration 39Q: 3 clusters Score -1398281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1398293.625000 Penalty: 4682.605957
	Iteration 40F: 3 clusters Score -1398294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1398305.250000 Penalty: 4682.605957
	Iteration 41Q: 3 clusters Score -1398305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1398310.625000 Penalty: 4682.605957
	Iteration 42Q: 3 clusters Score -1398311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1398317.000000 Penalty: 4682.605957
	Iteration 43Q: 3 clusters Score -1398317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1398317.625000 Penalty: 4682.605957
	Iteration 44Q: 3 clusters Score -1398318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1398326.875000 Penalty: 4682.605957
	Iteration 45Q: 3 clusters Score -1398327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1398336.875000 Penalty: 4682.605957
	Iteration 46Q: 3 clusters Score -1398337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1398343.625000 Penalty: 4682.605957
	Iteration 47Q: 3 clusters Score -1398344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1398350.250000 Penalty: 4682.605957
	Iteration 48Q: 3 clusters Score -1398350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1398367.625000 Penalty: 4682.605957
	Iteration 49Q: 3 clusters Score -1398368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1398378.625000 Penalty: 4682.605957
	Iteration 50Q: 3 clusters Score -1398379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1398385.375000 Penalty: 4682.605957
	Iteration 51Q: 3 clusters Score -1398385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1398396.250000 Penalty: 4682.605957
	Iteration 52Q: 3 clusters Score -1398396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1398410.000000 Penalty: 4682.605957
	Iteration 53Q: 3 clusters Score -1398410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1398417.250000 Penalty: 4682.605957
	Iteration 54Q: 3 clusters Score -1398417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1398424.125000 Penalty: 4682.605957
	Iteration 55Q: 3 clusters Score -1398424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1398435.625000 Penalty: 4682.605957
	Iteration 56Q: 3 clusters Score -1398436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1398453.000000 Penalty: 4682.605957
	Iteration 57Q: 3 clusters Score -1398453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1398472.375000 Penalty: 4682.605957
	Iteration 58Q: 3 clusters Score -1398472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1398489.500000 Penalty: 4682.605957
	Iteration 59Q: 3 clusters Score -1398490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1398507.000000 Penalty: 4682.605957
	Iteration 60F: 3 clusters Score -1398507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1398526.000000 Penalty: 4682.605957
	Iteration 61Q: 3 clusters Score -1398526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1398545.000000 Penalty: 4682.605957
	Iteration 62Q: 3 clusters Score -1398545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1398565.375000 Penalty: 4682.605957
	Iteration 63Q: 3 clusters Score -1398565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1398571.000000 Penalty: 4682.605957
	Iteration 64Q: 3 clusters Score -1398571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1398583.250000 Penalty: 4682.605957
	Iteration 65Q: 3 clusters Score -1398583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1398595.500000 Penalty: 4682.605957
	Iteration 66Q: 3 clusters Score -1398596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1398615.875000 Penalty: 4682.605957
	Iteration 67Q: 3 clusters Score -1398616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1398632.375000 Penalty: 4682.605957
	Iteration 68Q: 3 clusters Score -1398632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1398647.250000 Penalty: 4682.605957
	Iteration 69Q: 3 clusters Score -1398647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1398667.000000 Penalty: 4682.605957
	Iteration 70Q: 3 clusters Score -1398667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1398680.375000 Penalty: 4682.605957
	Iteration 71Q: 3 clusters Score -1398680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1398702.500000 Penalty: 4682.605957
	Iteration 72Q: 3 clusters Score -1398702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1398730.500000 Penalty: 4682.605957
	Iteration 73Q: 3 clusters Score -1398730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1398753.000000 Penalty: 4682.605957
	Iteration 74Q: 3 clusters Score -1398753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1398761.625000 Penalty: 4682.605957
	Iteration 75Q: 3 clusters Score -1398762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1398770.375000 Penalty: 4682.605957
	Iteration 76Q: 3 clusters Score -1398770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1398786.250000 Penalty: 4682.605957
	Iteration 77Q: 3 clusters Score -1398786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1398794.250000 Penalty: 4682.605957
	Iteration 78Q: 3 clusters Score -1398794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1398801.625000 Penalty: 4682.605957
	Iteration 79Q: 3 clusters Score -1398802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1398813.375000 Penalty: 4682.605957
	Iteration 80F: 3 clusters Score -1398813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1398822.750000 Penalty: 4682.605957
	Iteration 81Q: 3 clusters Score -1398823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1398834.875000 Penalty: 4682.605957
	Iteration 82Q: 3 clusters Score -1398835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1398856.125000 Penalty: 4682.605957
	Iteration 83Q: 3 clusters Score -1398856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1398863.750000 Penalty: 4682.605957
	Iteration 84Q: 3 clusters Score -1398864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1398877.250000 Penalty: 4682.605957
	Iteration 85Q: 3 clusters Score -1398877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1398888.375000 Penalty: 4682.605957
	Iteration 86Q: 3 clusters Score -1398888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1398895.250000 Penalty: 4682.605957
	Iteration 87Q: 3 clusters Score -1398895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1398904.750000 Penalty: 4682.605957
	Iteration 88Q: 3 clusters Score -1398905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1398915.375000 Penalty: 4682.605957
	Iteration 89Q: 3 clusters Score -1398915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1398928.625000 Penalty: 4682.605957
	Iteration 90Q: 3 clusters Score -1398929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1398942.875000 Penalty: 4682.605957
	Iteration 91Q: 3 clusters Score -1398943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1398951.875000 Penalty: 4682.605957
	Iteration 92Q: 3 clusters Score -1398952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1398962.125000 Penalty: 4682.605957
	Iteration 93Q: 3 clusters Score -1398962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1398969.125000 Penalty: 4682.605957
	Iteration 94Q: 3 clusters Score -1398969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1398975.625000 Penalty: 4682.605957
	Iteration 95Q: 3 clusters Score -1398976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1398978.250000 Penalty: 4682.605957
	Iteration 96Q: 3 clusters Score -1398978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1398979.500000 Penalty: 4682.605957
	Iteration 97Q: 3 clusters Score -1398980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1398986.000000 Penalty: 4682.605957
	Iteration 98Q: 3 clusters Score -1398986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1398981.875000 Penalty: 4682.605957
	Iteration 99Q: 3 clusters Score -1398982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1398983.625000 Penalty: 4682.605957
	Iteration 100F: 3 clusters Score -1398984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1398984.500000 Penalty: 4682.605957
	Iteration 101Q: 3 clusters Score -1398984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1398984.500000 Penalty: 4682.605957
	Iteration 102F: 3 clusters Score -1398984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Entering Unmasked Estep 
Score: -8569571.000000 Penalty: 2772.534912
	Iteration 0F: 2 clusters Score -8569571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -8521634.000000 Penalty: 5545.069824
	Iteration 0F: 3 clusters Score -8521634 nChanged 33525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8540629.000000 Penalty: 5545.069824
	Iteration 1F: 3 clusters Score -8540629 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8541393.000000 Penalty: 5545.069824
	Iteration 2Q: 3 clusters Score -8541393 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -8542259.000000 Penalty: 5545.069824
	Iteration 3Q: 3 clusters Score -8542259 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8543316.000000 Penalty: 5545.069824
	Iteration 4Q: 3 clusters Score -8543316 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -8544589.000000 Penalty: 5545.069824
	Iteration 5Q: 3 clusters Score -8544589 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8546269.000000 Penalty: 5545.069824
	Iteration 6F: 3 clusters Score -8546269 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8548347.000000 Penalty: 5545.069824
	Iteration 7F: 3 clusters Score -8548347 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -8550687.000000 Penalty: 5545.069824
	Iteration 8F: 3 clusters Score -8550687 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8553215.000000 Penalty: 5545.069824
	Iteration 9F: 3 clusters Score -8553215 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -8555895.000000 Penalty: 5545.069824
	Iteration 10F: 3 clusters Score -8555895 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -8558634.000000 Penalty: 5545.069824
	Iteration 11F: 3 clusters Score -8558634 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -8561179.000000 Penalty: 5545.069824
	Iteration 12Q: 3 clusters Score -8561179 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -8563356.000000 Penalty: 5545.069824
	Iteration 13Q: 3 clusters Score -8563356 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -8564945.000000 Penalty: 5545.069824
	Iteration 14Q: 3 clusters Score -8564945 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -8565992.000000 Penalty: 5545.069824
	Iteration 15Q: 3 clusters Score -8565992 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -8566522.000000 Penalty: 5545.069824
	Iteration 16Q: 3 clusters Score -8566522 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -8566772.000000 Penalty: 5545.069824
	Iteration 17Q: 3 clusters Score -8566772 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -8566923.000000 Penalty: 5545.069824
	Iteration 18Q: 3 clusters Score -8566923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -8566997.000000 Penalty: 5545.069824
	Iteration 19Q: 3 clusters Score -8566997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -8567059.000000 Penalty: 5545.069824
	Iteration 20F: 3 clusters Score -8567059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -8567092.000000 Penalty: 5545.069824
	Iteration 21Q: 3 clusters Score -8567092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -8567095.000000 Penalty: 5545.069824
	Iteration 22Q: 3 clusters Score -8567095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -8567096.000000 Penalty: 5545.069824
	Iteration 23Q: 3 clusters Score -8567096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -8567109.000000 Penalty: 5545.069824
	Iteration 24Q: 3 clusters Score -8567109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -8567121.000000 Penalty: 5545.069824
	Iteration 25Q: 3 clusters Score -8567121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -8567122.000000 Penalty: 5545.069824
	Iteration 26Q: 3 clusters Score -8567122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -8567121.000000 Penalty: 5545.069824
	Iteration 27Q: 3 clusters Score -8567121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -8567127.000000 Penalty: 5545.069824
	Iteration 28Q: 3 clusters Score -8567127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -8567138.000000 Penalty: 5545.069824
	Iteration 29Q: 3 clusters Score -8567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -8567133.000000 Penalty: 5545.069824
	Iteration 30Q: 3 clusters Score -8567133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -8567134.000000 Penalty: 5545.069824
	Iteration 31Q: 3 clusters Score -8567134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -8567133.000000 Penalty: 5545.069824
	Iteration 32Q: 3 clusters Score -8567133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -8567138.000000 Penalty: 5545.069824
	Iteration 33Q: 3 clusters Score -8567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -8567137.000000 Penalty: 5545.069824
	Iteration 34Q: 3 clusters Score -8567137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -8567148.000000 Penalty: 5545.069824
	Iteration 35Q: 3 clusters Score -8567148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -8567147.000000 Penalty: 5545.069824
	Iteration 36Q: 3 clusters Score -8567147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -8567150.000000 Penalty: 5545.069824
	Iteration 37Q: 3 clusters Score -8567150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -8567144.000000 Penalty: 5545.069824
	Iteration 38Q: 3 clusters Score -8567144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -8567147.000000 Penalty: 5545.069824
	Iteration 39Q: 3 clusters Score -8567147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -8567147.000000 Penalty: 5545.069824
	Iteration 40F: 3 clusters Score -8567147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -180078.359375 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -180078.4 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 871 members 
Entering Unmasked Estep 
Score: -177657.937500 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -177657.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178114.703125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -178114.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -178265.078125 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -178265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -178373.906250 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -178373.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -178443.515625 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -178443.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178480.765625 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -178480.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178524.500000 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -178524.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -178578.343750 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -178578.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -178633.578125 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -178633.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178688.656250 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -178688.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -178735.625000 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -178735.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -178778.875000 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -178778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -178818.578125 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -178818.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -178869.265625 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -178869.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -178929.046875 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -178929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -178971.843750 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -178971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -179001.109375 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -179001.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -179024.125000 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -179024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179078.484375 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -179078.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179139.203125 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -179139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -179225.109375 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -179225.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -179324.468750 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -179324.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -179403.343750 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -179403.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -179453.453125 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -179453.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -179508.500000 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -179508.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -179543.515625 Penalty: 3695.239502
	Iteration 25Q: 3 clusters Score -179543.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -179564.687500 Penalty: 3695.239502
	Iteration 26Q: 3 clusters Score -179564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -179580.218750 Penalty: 3695.239502
	Iteration 27Q: 3 clusters Score -179580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -179587.765625 Penalty: 3695.239502
	Iteration 28Q: 3 clusters Score -179587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -179595.640625 Penalty: 3695.239502
	Iteration 29Q: 3 clusters Score -179595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -179604.359375 Penalty: 3695.239502
	Iteration 30Q: 3 clusters Score -179604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -179611.453125 Penalty: 3695.239502
	Iteration 31Q: 3 clusters Score -179611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -179613.093750 Penalty: 3695.239502
	Iteration 32Q: 3 clusters Score -179613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -179613.593750 Penalty: 3695.239502
	Iteration 33Q: 3 clusters Score -179613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -179613.593750 Penalty: 3695.239502
	Iteration 34F: 3 clusters Score -179613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Entering Unmasked Estep 
Score: -9370136.000000 Penalty: 2792.171387
	Iteration 0F: 2 clusters Score -9370136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -9318516.000000 Penalty: 5584.342773
	Iteration 0F: 3 clusters Score -9318516 nChanged 36294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -9338840.000000 Penalty: 5584.342773
	Iteration 1F: 3 clusters Score -9338840 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -9339500.000000 Penalty: 5584.342773
	Iteration 2Q: 3 clusters Score -9339500 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -9340116.000000 Penalty: 5584.342773
	Iteration 3Q: 3 clusters Score -9340116 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -9340755.000000 Penalty: 5584.342773
	Iteration 4Q: 3 clusters Score -9340755 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -9341473.000000 Penalty: 5584.342773
	Iteration 5Q: 3 clusters Score -9341473 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -9342257.000000 Penalty: 5584.342773
	Iteration 6Q: 3 clusters Score -9342257 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -9343232.000000 Penalty: 5584.342773
	Iteration 7Q: 3 clusters Score -9343232 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9344446.000000 Penalty: 5584.342773
	Iteration 8Q: 3 clusters Score -9344446 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -9345776.000000 Penalty: 5584.342773
	Iteration 9Q: 3 clusters Score -9345776 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -9347205.000000 Penalty: 5584.342773
	Iteration 10Q: 3 clusters Score -9347205 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -9348673.000000 Penalty: 5584.342773
	Iteration 11Q: 3 clusters Score -9348673 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -9350112.000000 Penalty: 5584.342773
	Iteration 12Q: 3 clusters Score -9350112 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -9351358.000000 Penalty: 5584.342773
	Iteration 13Q: 3 clusters Score -9351358 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -9352557.000000 Penalty: 5584.342773
	Iteration 14Q: 3 clusters Score -9352557 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -9353491.000000 Penalty: 5584.342773
	Iteration 15Q: 3 clusters Score -9353491 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -9354293.000000 Penalty: 5584.342773
	Iteration 16Q: 3 clusters Score -9354293 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9354903.000000 Penalty: 5584.342773
	Iteration 17Q: 3 clusters Score -9354903 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -9355453.000000 Penalty: 5584.342773
	Iteration 18Q: 3 clusters Score -9355453 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9355862.000000 Penalty: 5584.342773
	Iteration 19Q: 3 clusters Score -9355862 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9356101.000000 Penalty: 5584.342773
	Iteration 20F: 3 clusters Score -9356101 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -9356278.000000 Penalty: 5584.342773
	Iteration 21Q: 3 clusters Score -9356278 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -9356434.000000 Penalty: 5584.342773
	Iteration 22Q: 3 clusters Score -9356434 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -9356519.000000 Penalty: 5584.342773
	Iteration 23Q: 3 clusters Score -9356519 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -9356577.000000 Penalty: 5584.342773
	Iteration 24Q: 3 clusters Score -9356577 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -9356647.000000 Penalty: 5584.342773
	Iteration 25Q: 3 clusters Score -9356647 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9356677.000000 Penalty: 5584.342773
	Iteration 26Q: 3 clusters Score -9356677 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -9356709.000000 Penalty: 5584.342773
	Iteration 27Q: 3 clusters Score -9356709 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -9356747.000000 Penalty: 5584.342773
	Iteration 28Q: 3 clusters Score -9356747 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -9356776.000000 Penalty: 5584.342773
	Iteration 29Q: 3 clusters Score -9356776 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -9356771.000000 Penalty: 5584.342773
	Iteration 30Q: 3 clusters Score -9356771 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -9356766.000000 Penalty: 5584.342773
	Iteration 31Q: 3 clusters Score -9356766 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -9356830.000000 Penalty: 5584.342773
	Iteration 32Q: 3 clusters Score -9356830 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -9356862.000000 Penalty: 5584.342773
	Iteration 33Q: 3 clusters Score -9356862 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -9356889.000000 Penalty: 5584.342773
	Iteration 34Q: 3 clusters Score -9356889 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -9356938.000000 Penalty: 5584.342773
	Iteration 35Q: 3 clusters Score -9356938 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -9357022.000000 Penalty: 5584.342773
	Iteration 36Q: 3 clusters Score -9357022 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -9357039.000000 Penalty: 5584.342773
	Iteration 37Q: 3 clusters Score -9357039 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -9357102.000000 Penalty: 5584.342773
	Iteration 38Q: 3 clusters Score -9357102 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -9357182.000000 Penalty: 5584.342773
	Iteration 39Q: 3 clusters Score -9357182 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -9357306.000000 Penalty: 5584.342773
	Iteration 40F: 3 clusters Score -9357306 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -9357359.000000 Penalty: 5584.342773
	Iteration 41Q: 3 clusters Score -9357359 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -9357469.000000 Penalty: 5584.342773
	Iteration 42Q: 3 clusters Score -9357469 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -9357577.000000 Penalty: 5584.342773
	Iteration 43Q: 3 clusters Score -9357577 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -9357713.000000 Penalty: 5584.342773
	Iteration 44Q: 3 clusters Score -9357713 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -9357860.000000 Penalty: 5584.342773
	Iteration 45Q: 3 clusters Score -9357860 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -9358035.000000 Penalty: 5584.342773
	Iteration 46Q: 3 clusters Score -9358035 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -9358266.000000 Penalty: 5584.342773
	Iteration 47Q: 3 clusters Score -9358266 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -9358504.000000 Penalty: 5584.342773
	Iteration 48Q: 3 clusters Score -9358504 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -9358897.000000 Penalty: 5584.342773
	Iteration 49Q: 3 clusters Score -9358897 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9359218.000000 Penalty: 5584.342773
	Iteration 50Q: 3 clusters Score -9359218 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -9359664.000000 Penalty: 5584.342773
	Iteration 51Q: 3 clusters Score -9359664 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -9360120.000000 Penalty: 5584.342773
	Iteration 52Q: 3 clusters Score -9360120 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -9360689.000000 Penalty: 5584.342773
	Iteration 53Q: 3 clusters Score -9360689 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -9361328.000000 Penalty: 5584.342773
	Iteration 54Q: 3 clusters Score -9361328 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -9362085.000000 Penalty: 5584.342773
	Iteration 55Q: 3 clusters Score -9362085 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -9362790.000000 Penalty: 5584.342773
	Iteration 56Q: 3 clusters Score -9362790 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -9363596.000000 Penalty: 5584.342773
	Iteration 57Q: 3 clusters Score -9363596 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -9364357.000000 Penalty: 5584.342773
	Iteration 58Q: 3 clusters Score -9364357 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -9365087.000000 Penalty: 5584.342773
	Iteration 59Q: 3 clusters Score -9365087 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9365668.000000 Penalty: 5584.342773
	Iteration 60F: 3 clusters Score -9365668 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9366234.000000 Penalty: 5584.342773
	Iteration 61Q: 3 clusters Score -9366234 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9366664.000000 Penalty: 5584.342773
	Iteration 62Q: 3 clusters Score -9366664 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9366896.000000 Penalty: 5584.342773
	Iteration 63Q: 3 clusters Score -9366896 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9367106.000000 Penalty: 5584.342773
	Iteration 64Q: 3 clusters Score -9367106 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9367248.000000 Penalty: 5584.342773
	Iteration 65Q: 3 clusters Score -9367248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9367368.000000 Penalty: 5584.342773
	Iteration 66Q: 3 clusters Score -9367368 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9367442.000000 Penalty: 5584.342773
	Iteration 67Q: 3 clusters Score -9367442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9367515.000000 Penalty: 5584.342773
	Iteration 68Q: 3 clusters Score -9367515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9367550.000000 Penalty: 5584.342773
	Iteration 69Q: 3 clusters Score -9367550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9367563.000000 Penalty: 5584.342773
	Iteration 70Q: 3 clusters Score -9367563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9367581.000000 Penalty: 5584.342773
	Iteration 71Q: 3 clusters Score -9367581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9367595.000000 Penalty: 5584.342773
	Iteration 72Q: 3 clusters Score -9367595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9367602.000000 Penalty: 5584.342773
	Iteration 73Q: 3 clusters Score -9367602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9367625.000000 Penalty: 5584.342773
	Iteration 74Q: 3 clusters Score -9367625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9367637.000000 Penalty: 5584.342773
	Iteration 75Q: 3 clusters Score -9367637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9367645.000000 Penalty: 5584.342773
	Iteration 76Q: 3 clusters Score -9367645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9367645.000000 Penalty: 5584.342773
	Iteration 77Q: 3 clusters Score -9367645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9367650.000000 Penalty: 5584.342773
	Iteration 78Q: 3 clusters Score -9367650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9367658.000000 Penalty: 5584.342773
	Iteration 79Q: 3 clusters Score -9367658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9367669.000000 Penalty: 5584.342773
	Iteration 80F: 3 clusters Score -9367669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9367677.000000 Penalty: 5584.342773
	Iteration 81Q: 3 clusters Score -9367677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9367666.000000 Penalty: 5584.342773
	Iteration 82Q: 3 clusters Score -9367666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9367658.000000 Penalty: 5584.342773
	Iteration 83Q: 3 clusters Score -9367658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9367662.000000 Penalty: 5584.342773
	Iteration 84Q: 3 clusters Score -9367662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9367668.000000 Penalty: 5584.342773
	Iteration 85Q: 3 clusters Score -9367668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9367669.000000 Penalty: 5584.342773
	Iteration 86Q: 3 clusters Score -9367669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9367678.000000 Penalty: 5584.342773
	Iteration 87Q: 3 clusters Score -9367678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9367674.000000 Penalty: 5584.342773
	Iteration 88Q: 3 clusters Score -9367674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9367683.000000 Penalty: 5584.342773
	Iteration 89Q: 3 clusters Score -9367683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9367692.000000 Penalty: 5584.342773
	Iteration 90Q: 3 clusters Score -9367692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9367687.000000 Penalty: 5584.342773
	Iteration 91Q: 3 clusters Score -9367687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9367690.000000 Penalty: 5584.342773
	Iteration 92Q: 3 clusters Score -9367690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9367694.000000 Penalty: 5584.342773
	Iteration 93Q: 3 clusters Score -9367694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9367695.000000 Penalty: 5584.342773
	Iteration 94Q: 3 clusters Score -9367695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9367694.000000 Penalty: 5584.342773
	Iteration 95Q: 3 clusters Score -9367694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9367692.000000 Penalty: 5584.342773
	Iteration 96Q: 3 clusters Score -9367692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9367692.000000 Penalty: 5584.342773
	Iteration 97F: 3 clusters Score -9367692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -958040.187500 Penalty: 2235.643311
	Iteration 0F: 2 clusters Score -958040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -951492.937500 Penalty: 4471.286621
	Iteration 0F: 3 clusters Score -951492.9 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -953409.750000 Penalty: 4471.286621
	Iteration 1F: 3 clusters Score -953409.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -953797.625000 Penalty: 4471.286621
	Iteration 2F: 3 clusters Score -953797.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -954090.000000 Penalty: 4471.286621
	Iteration 3F: 3 clusters Score -954090 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -954330.750000 Penalty: 4471.286621
	Iteration 4F: 3 clusters Score -954330.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -954519.812500 Penalty: 4471.286621
	Iteration 5Q: 3 clusters Score -954519.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -954685.437500 Penalty: 4471.286621
	Iteration 6Q: 3 clusters Score -954685.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -954830.562500 Penalty: 4471.286621
	Iteration 7Q: 3 clusters Score -954830.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -954995.750000 Penalty: 4471.286621
	Iteration 8Q: 3 clusters Score -954995.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -955156.500000 Penalty: 4471.286621
	Iteration 9Q: 3 clusters Score -955156.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -955300.687500 Penalty: 4471.286621
	Iteration 10Q: 3 clusters Score -955300.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -955438.375000 Penalty: 4471.286621
	Iteration 11Q: 3 clusters Score -955438.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -955544.812500 Penalty: 4471.286621
	Iteration 12Q: 3 clusters Score -955544.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -955636.312500 Penalty: 4471.286621
	Iteration 13Q: 3 clusters Score -955636.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -955707.250000 Penalty: 4471.286621
	Iteration 14Q: 3 clusters Score -955707.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -955768.500000 Penalty: 4471.286621
	Iteration 15Q: 3 clusters Score -955768.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -955819.125000 Penalty: 4471.286621
	Iteration 16Q: 3 clusters Score -955819.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -955859.750000 Penalty: 4471.286621
	Iteration 17Q: 3 clusters Score -955859.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -955899.187500 Penalty: 4471.286621
	Iteration 18Q: 3 clusters Score -955899.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -955945.250000 Penalty: 4471.286621
	Iteration 19Q: 3 clusters Score -955945.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -955978.062500 Penalty: 4471.286621
	Iteration 20F: 3 clusters Score -955978.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -956012.437500 Penalty: 4471.286621
	Iteration 21Q: 3 clusters Score -956012.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -956037.125000 Penalty: 4471.286621
	Iteration 22Q: 3 clusters Score -956037.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -956057.750000 Penalty: 4471.286621
	Iteration 23Q: 3 clusters Score -956057.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -956073.375000 Penalty: 4471.286621
	Iteration 24Q: 3 clusters Score -956073.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -956091.875000 Penalty: 4471.286621
	Iteration 25Q: 3 clusters Score -956091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -956104.812500 Penalty: 4471.286621
	Iteration 26Q: 3 clusters Score -956104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -956112.562500 Penalty: 4471.286621
	Iteration 27Q: 3 clusters Score -956112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -956115.500000 Penalty: 4471.286621
	Iteration 28Q: 3 clusters Score -956115.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -956118.750000 Penalty: 4471.286621
	Iteration 29Q: 3 clusters Score -956118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -956123.375000 Penalty: 4471.286621
	Iteration 30Q: 3 clusters Score -956123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -956126.875000 Penalty: 4471.286621
	Iteration 31Q: 3 clusters Score -956126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -956127.687500 Penalty: 4471.286621
	Iteration 32Q: 3 clusters Score -956127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -956126.750000 Penalty: 4471.286621
	Iteration 33Q: 3 clusters Score -956126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -956132.125000 Penalty: 4471.286621
	Iteration 34Q: 3 clusters Score -956132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -956135.125000 Penalty: 4471.286621
	Iteration 35Q: 3 clusters Score -956135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -956136.000000 Penalty: 4471.286621
	Iteration 36Q: 3 clusters Score -956136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -956138.750000 Penalty: 4471.286621
	Iteration 37Q: 3 clusters Score -956138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -956139.125000 Penalty: 4471.286621
	Iteration 38Q: 3 clusters Score -956139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -956140.812500 Penalty: 4471.286621
	Iteration 39Q: 3 clusters Score -956140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -956140.687500 Penalty: 4471.286621
	Iteration 40F: 3 clusters Score -956140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -549679.625000 Penalty: 2100.689209
	Iteration 0F: 2 clusters Score -549679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -545278.750000 Penalty: 4201.378418
	Iteration 0F: 3 clusters Score -545278.8 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -546313.875000 Penalty: 4201.378418
	Iteration 1F: 3 clusters Score -546313.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -546556.000000 Penalty: 4201.378418
	Iteration 2F: 3 clusters Score -546556 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -546749.062500 Penalty: 4201.378418
	Iteration 3F: 3 clusters Score -546749.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -546905.562500 Penalty: 4201.378418
	Iteration 4Q: 3 clusters Score -546905.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -547076.312500 Penalty: 4201.378418
	Iteration 5Q: 3 clusters Score -547076.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -547289.437500 Penalty: 4201.378418
	Iteration 6Q: 3 clusters Score -547289.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -547544.437500 Penalty: 4201.378418
	Iteration 7F: 3 clusters Score -547544.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -547865.937500 Penalty: 4201.378418
	Iteration 8F: 3 clusters Score -547865.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -548261.000000 Penalty: 4201.378418
	Iteration 9F: 3 clusters Score -548261 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -548558.875000 Penalty: 4201.378418
	Iteration 10F: 3 clusters Score -548558.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -548728.375000 Penalty: 4201.378418
	Iteration 11Q: 3 clusters Score -548728.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -548846.937500 Penalty: 4201.378418
	Iteration 12Q: 3 clusters Score -548846.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -548928.437500 Penalty: 4201.378418
	Iteration 13Q: 3 clusters Score -548928.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -548997.437500 Penalty: 4201.378418
	Iteration 14Q: 3 clusters Score -548997.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -549071.500000 Penalty: 4201.378418
	Iteration 15Q: 3 clusters Score -549071.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -549117.062500 Penalty: 4201.378418
	Iteration 16Q: 3 clusters Score -549117.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -549154.500000 Penalty: 4201.378418
	Iteration 17Q: 3 clusters Score -549154.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -549187.500000 Penalty: 4201.378418
	Iteration 18Q: 3 clusters Score -549187.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -549203.937500 Penalty: 4201.378418
	Iteration 19Q: 3 clusters Score -549203.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -549215.812500 Penalty: 4201.378418
	Iteration 20F: 3 clusters Score -549215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -549222.375000 Penalty: 4201.378418
	Iteration 21Q: 3 clusters Score -549222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -549231.125000 Penalty: 4201.378418
	Iteration 22Q: 3 clusters Score -549231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -549236.812500 Penalty: 4201.378418
	Iteration 23Q: 3 clusters Score -549236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -549241.750000 Penalty: 4201.378418
	Iteration 24Q: 3 clusters Score -549241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -549242.875000 Penalty: 4201.378418
	Iteration 25Q: 3 clusters Score -549242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -549243.312500 Penalty: 4201.378418
	Iteration 26Q: 3 clusters Score -549243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -549244.062500 Penalty: 4201.378418
	Iteration 27Q: 3 clusters Score -549244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -549244.875000 Penalty: 4201.378418
	Iteration 28Q: 3 clusters Score -549244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -549245.500000 Penalty: 4201.378418
	Iteration 29Q: 3 clusters Score -549245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -549245.562500 Penalty: 4201.378418
	Iteration 30Q: 3 clusters Score -549245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -549245.562500 Penalty: 4201.378418
	Iteration 31F: 3 clusters Score -549245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -215327.968750 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -215328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212821.140625 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -212821.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213367.312500 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -213367.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213590.578125 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -213590.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -213868.234375 Penalty: 3735.117920
	Iteration 3F: 3 clusters Score -213868.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -214067.187500 Penalty: 3735.117920
	Iteration 4F: 3 clusters Score -214067.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -214227.546875 Penalty: 3735.117920
	Iteration 5F: 3 clusters Score -214227.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -214389.765625 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -214389.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -214536.828125 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -214536.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -214625.390625 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -214625.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -214685.046875 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -214685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214716.562500 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -214716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -214735.625000 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -214735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -214753.703125 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -214753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -214768.546875 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -214768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214781.718750 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -214781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214786.890625 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -214786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -214795.234375 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -214795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214802.281250 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -214802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -214805.437500 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -214805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -214807.171875 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -214807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -214807.640625 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -214807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -214809.296875 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -214809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -214809.296875 Penalty: 3735.117920
	Iteration 22F: 3 clusters Score -214809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -317998.125000 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -317998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314774.687500 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -314774.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -315657.218750 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -315657.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -315973.281250 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -315973.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -316208.281250 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -316208.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -316379.437500 Penalty: 3985.176758
	Iteration 4F: 3 clusters Score -316379.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316502.687500 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -316502.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -316596.187500 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -316596.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -316668.218750 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -316668.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -316737.843750 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -316737.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -316792.437500 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -316792.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -316853.656250 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -316853.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -316915.375000 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -316915.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -316968.750000 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -316968.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317007.250000 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -317007.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -317035.906250 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -317035.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -317058.750000 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -317058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -317075.281250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -317075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -317094.187500 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -317094.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -317104.062500 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -317104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -317111.812500 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -317111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -317118.093750 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -317118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -317124.593750 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -317124.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -317137.500000 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -317137.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -317150.468750 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -317150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -317159.531250 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -317159.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -317169.437500 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -317169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -317179.656250 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -317179.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -317190.781250 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -317190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -317198.937500 Penalty: 3985.176758
	Iteration 28Q: 3 clusters Score -317198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -317205.343750 Penalty: 3985.176758
	Iteration 29Q: 3 clusters Score -317205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -317211.781250 Penalty: 3985.176758
	Iteration 30Q: 3 clusters Score -317211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -317213.593750 Penalty: 3985.176758
	Iteration 31Q: 3 clusters Score -317213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317215.625000 Penalty: 3985.176758
	Iteration 32Q: 3 clusters Score -317215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317217.093750 Penalty: 3985.176758
	Iteration 33Q: 3 clusters Score -317217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -317217.093750 Penalty: 3985.176758
	Iteration 34Q: 3 clusters Score -317217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317217.937500 Penalty: 3985.176758
	Iteration 35Q: 3 clusters Score -317217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317217.937500 Penalty: 3985.176758
	Iteration 36F: 3 clusters Score -317217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -620455.437500 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -620455.4 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 2628 members 
Entering Unmasked Estep 
Score: -615729.812500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -615729.8 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -616982.625000 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -616982.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -617197.125000 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -617197.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -617336.187500 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -617336.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -617461.625000 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -617461.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -617564.687500 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -617564.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -617669.375000 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -617669.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -617784.000000 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -617784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -617895.875000 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -617895.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -617990.312500 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -617990.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -618081.312500 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -618081.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -618170.000000 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -618170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -618236.750000 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -618236.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -618298.312500 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -618298.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -618340.187500 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -618340.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -618382.937500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -618382.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -618412.437500 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -618412.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -618438.500000 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -618438.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -618456.062500 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -618456.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -618480.437500 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -618480.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -618501.687500 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -618501.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -618516.750000 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -618516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -618525.062500 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -618525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -618531.375000 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -618531.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -618538.937500 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -618538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -618546.812500 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -618546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -618551.312500 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -618551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -618555.125000 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -618555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -618557.437500 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -618557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -618558.875000 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -618558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -618561.875000 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -618561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -618563.187500 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -618563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -618563.500000 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -618563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -618565.125000 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -618565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -618565.250000 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -618565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -618565.250000 Penalty: 4256.135742
	Iteration 35F: 3 clusters Score -618565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -166150.296875 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -166150.3 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 791 members 
Entering Unmasked Estep 
Score: -163873.984375 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -163874 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -164440.312500 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -164440.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -164686.218750 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -164686.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164861.468750 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -164861.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164981.703125 Penalty: 3663.996826
	Iteration 4F: 3 clusters Score -164981.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165062.156250 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -165062.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -165122.984375 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -165123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165173.953125 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -165174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165246.906250 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -165246.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165312.906250 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -165312.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165360.015625 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -165360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -165376.078125 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -165376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -165386.531250 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -165386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -165393.203125 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -165393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165399.171875 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -165399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -165402.875000 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -165402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -165405.250000 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -165405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -165406.906250 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -165406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165407.812500 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -165407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -165408.750000 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -165408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -165413.515625 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -165413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -165433.750000 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -165433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -165444.531250 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -165444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -165453.015625 Penalty: 3663.996826
	Iteration 23Q: 3 clusters Score -165453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165466.109375 Penalty: 3663.996826
	Iteration 24Q: 3 clusters Score -165466.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -165484.625000 Penalty: 3663.996826
	Iteration 25Q: 3 clusters Score -165484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -165505.546875 Penalty: 3663.996826
	Iteration 26Q: 3 clusters Score -165505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -165520.281250 Penalty: 3663.996826
	Iteration 27Q: 3 clusters Score -165520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -165532.531250 Penalty: 3663.996826
	Iteration 28Q: 3 clusters Score -165532.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -165545.015625 Penalty: 3663.996826
	Iteration 29Q: 3 clusters Score -165545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -165559.359375 Penalty: 3663.996826
	Iteration 30Q: 3 clusters Score -165559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -165567.171875 Penalty: 3663.996826
	Iteration 31Q: 3 clusters Score -165567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -165570.781250 Penalty: 3663.996826
	Iteration 32Q: 3 clusters Score -165570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -165575.187500 Penalty: 3663.996826
	Iteration 33Q: 3 clusters Score -165575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -165577.125000 Penalty: 3663.996826
	Iteration 34Q: 3 clusters Score -165577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -165577.656250 Penalty: 3663.996826
	Iteration 35Q: 3 clusters Score -165577.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -165577.656250 Penalty: 3663.996826
	Iteration 36F: 3 clusters Score -165577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -635151.875000 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -635151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -630433.937500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -630433.9 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -631619.625000 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -631619.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -631896.375000 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -631896.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -632109.187500 Penalty: 4263.434570
	Iteration 3F: 3 clusters Score -632109.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -632264.187500 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -632264.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -632374.062500 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -632374.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -632495.187500 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -632495.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -632585.625000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -632585.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -632658.687500 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -632658.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -632709.437500 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -632709.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -632759.125000 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -632759.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -632789.937500 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -632789.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -632815.562500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -632815.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -632833.187500 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -632833.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -632851.125000 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -632851.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -632864.187500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -632864.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -632879.875000 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -632879.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -632889.375000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -632889.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -632892.812500 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -632892.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -632900.000000 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -632900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -632904.312500 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -632904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -632908.625000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -632908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -632913.000000 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -632913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -632914.687500 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -632914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -632917.437500 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -632917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -632918.812500 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -632918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -632919.437500 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -632919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -632921.437500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -632921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -632921.687500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -632921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -632924.687500 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -632924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -632930.187500 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -632930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -632931.000000 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -632931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -632933.750000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -632933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -632940.625000 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -632940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -632943.312500 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -632943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -632945.187500 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -632945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -632947.375000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -632947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -632950.000000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -632950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -632951.562500 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -632951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -632951.375000 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -632951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -632951.500000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -632951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -632951.437500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -632951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -632952.875000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -632952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -632952.500000 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -632952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -632952.500000 Penalty: 4263.434570
	Iteration 44F: 3 clusters Score -632952.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Entering Unmasked Estep 
Score: -1420812.250000 Penalty: 2324.116699
	Iteration 0F: 2 clusters Score -1420812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1412132.375000 Penalty: 4648.233398
	Iteration 0F: 3 clusters Score -1412132 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1414565.375000 Penalty: 4648.233398
	Iteration 1F: 3 clusters Score -1414565 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1414840.000000 Penalty: 4648.233398
	Iteration 2F: 3 clusters Score -1414840 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1415043.250000 Penalty: 4648.233398
	Iteration 3Q: 3 clusters Score -1415043 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1415236.375000 Penalty: 4648.233398
	Iteration 4Q: 3 clusters Score -1415236 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1415436.375000 Penalty: 4648.233398
	Iteration 5Q: 3 clusters Score -1415436 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1415661.750000 Penalty: 4648.233398
	Iteration 6Q: 3 clusters Score -1415662 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1415961.375000 Penalty: 4648.233398
	Iteration 7Q: 3 clusters Score -1415961 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1416319.625000 Penalty: 4648.233398
	Iteration 8F: 3 clusters Score -1416320 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1416746.875000 Penalty: 4648.233398
	Iteration 9F: 3 clusters Score -1416747 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1417194.625000 Penalty: 4648.233398
	Iteration 10F: 3 clusters Score -1417195 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1417606.000000 Penalty: 4648.233398
	Iteration 11Q: 3 clusters Score -1417606 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1417973.875000 Penalty: 4648.233398
	Iteration 12Q: 3 clusters Score -1417974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1418241.500000 Penalty: 4648.233398
	Iteration 13Q: 3 clusters Score -1418242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1418398.125000 Penalty: 4648.233398
	Iteration 14Q: 3 clusters Score -1418398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1418505.875000 Penalty: 4648.233398
	Iteration 15Q: 3 clusters Score -1418506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1418582.250000 Penalty: 4648.233398
	Iteration 16Q: 3 clusters Score -1418582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1418633.375000 Penalty: 4648.233398
	Iteration 17Q: 3 clusters Score -1418633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1418675.500000 Penalty: 4648.233398
	Iteration 18Q: 3 clusters Score -1418676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1418714.875000 Penalty: 4648.233398
	Iteration 19Q: 3 clusters Score -1418715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1418735.875000 Penalty: 4648.233398
	Iteration 20F: 3 clusters Score -1418736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1418750.500000 Penalty: 4648.233398
	Iteration 21Q: 3 clusters Score -1418750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1418758.875000 Penalty: 4648.233398
	Iteration 22Q: 3 clusters Score -1418759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1418767.750000 Penalty: 4648.233398
	Iteration 23Q: 3 clusters Score -1418768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1418779.875000 Penalty: 4648.233398
	Iteration 24Q: 3 clusters Score -1418780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1418794.375000 Penalty: 4648.233398
	Iteration 25Q: 3 clusters Score -1418794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1418799.125000 Penalty: 4648.233398
	Iteration 26Q: 3 clusters Score -1418799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1418805.750000 Penalty: 4648.233398
	Iteration 27Q: 3 clusters Score -1418806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1418811.500000 Penalty: 4648.233398
	Iteration 28Q: 3 clusters Score -1418812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1418813.625000 Penalty: 4648.233398
	Iteration 29Q: 3 clusters Score -1418814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1418815.250000 Penalty: 4648.233398
	Iteration 30Q: 3 clusters Score -1418815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1418817.000000 Penalty: 4648.233398
	Iteration 31Q: 3 clusters Score -1418817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1418820.625000 Penalty: 4648.233398
	Iteration 32Q: 3 clusters Score -1418821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1418820.375000 Penalty: 4648.233398
	Iteration 33Q: 3 clusters Score -1418820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1418825.000000 Penalty: 4648.233398
	Iteration 34Q: 3 clusters Score -1418825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1418826.500000 Penalty: 4648.233398
	Iteration 35Q: 3 clusters Score -1418826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1418827.500000 Penalty: 4648.233398
	Iteration 36Q: 3 clusters Score -1418828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1418829.625000 Penalty: 4648.233398
	Iteration 37Q: 3 clusters Score -1418830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1418829.625000 Penalty: 4648.233398
	Iteration 38F: 3 clusters Score -1418830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -478338.875000 Penalty: 2069.260498
	Iteration 0F: 2 clusters Score -478338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -474320.125000 Penalty: 4138.520996
	Iteration 0F: 3 clusters Score -474320.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -475200.156250 Penalty: 4138.520996
	Iteration 1F: 3 clusters Score -475200.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -475377.937500 Penalty: 4138.520996
	Iteration 2F: 3 clusters Score -475377.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -475488.125000 Penalty: 4138.520996
	Iteration 3Q: 3 clusters Score -475488.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -475579.312500 Penalty: 4138.520996
	Iteration 4Q: 3 clusters Score -475579.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -475660.125000 Penalty: 4138.520996
	Iteration 5Q: 3 clusters Score -475660.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -475734.500000 Penalty: 4138.520996
	Iteration 6Q: 3 clusters Score -475734.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -475792.781250 Penalty: 4138.520996
	Iteration 7Q: 3 clusters Score -475792.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -475842.531250 Penalty: 4138.520996
	Iteration 8Q: 3 clusters Score -475842.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -475891.312500 Penalty: 4138.520996
	Iteration 9Q: 3 clusters Score -475891.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -475931.562500 Penalty: 4138.520996
	Iteration 10Q: 3 clusters Score -475931.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -475957.125000 Penalty: 4138.520996
	Iteration 11Q: 3 clusters Score -475957.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -475972.468750 Penalty: 4138.520996
	Iteration 12Q: 3 clusters Score -475972.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475988.062500 Penalty: 4138.520996
	Iteration 13Q: 3 clusters Score -475988.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -476003.968750 Penalty: 4138.520996
	Iteration 14Q: 3 clusters Score -476004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -476021.812500 Penalty: 4138.520996
	Iteration 15Q: 3 clusters Score -476021.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -476037.593750 Penalty: 4138.520996
	Iteration 16Q: 3 clusters Score -476037.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -476057.531250 Penalty: 4138.520996
	Iteration 17Q: 3 clusters Score -476057.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -476073.343750 Penalty: 4138.520996
	Iteration 18Q: 3 clusters Score -476073.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -476091.062500 Penalty: 4138.520996
	Iteration 19Q: 3 clusters Score -476091.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -476115.781250 Penalty: 4138.520996
	Iteration 20F: 3 clusters Score -476115.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -476140.937500 Penalty: 4138.520996
	Iteration 21Q: 3 clusters Score -476140.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -476166.250000 Penalty: 4138.520996
	Iteration 22Q: 3 clusters Score -476166.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -476188.812500 Penalty: 4138.520996
	Iteration 23Q: 3 clusters Score -476188.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -476207.531250 Penalty: 4138.520996
	Iteration 24Q: 3 clusters Score -476207.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -476223.843750 Penalty: 4138.520996
	Iteration 25Q: 3 clusters Score -476223.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -476236.625000 Penalty: 4138.520996
	Iteration 26Q: 3 clusters Score -476236.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -476242.843750 Penalty: 4138.520996
	Iteration 27Q: 3 clusters Score -476242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -476250.437500 Penalty: 4138.520996
	Iteration 28Q: 3 clusters Score -476250.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -476260.562500 Penalty: 4138.520996
	Iteration 29Q: 3 clusters Score -476260.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -476269.843750 Penalty: 4138.520996
	Iteration 30Q: 3 clusters Score -476269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -476274.906250 Penalty: 4138.520996
	Iteration 31Q: 3 clusters Score -476274.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -476283.781250 Penalty: 4138.520996
	Iteration 32Q: 3 clusters Score -476283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -476293.468750 Penalty: 4138.520996
	Iteration 33Q: 3 clusters Score -476293.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -476302.000000 Penalty: 4138.520996
	Iteration 34Q: 3 clusters Score -476302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -476310.468750 Penalty: 4138.520996
	Iteration 35Q: 3 clusters Score -476310.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -476320.312500 Penalty: 4138.520996
	Iteration 36Q: 3 clusters Score -476320.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -476334.687500 Penalty: 4138.520996
	Iteration 37Q: 3 clusters Score -476334.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -476354.343750 Penalty: 4138.520996
	Iteration 38Q: 3 clusters Score -476354.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -476367.968750 Penalty: 4138.520996
	Iteration 39Q: 3 clusters Score -476368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -476386.031250 Penalty: 4138.520996
	Iteration 40F: 3 clusters Score -476386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -476413.687500 Penalty: 4138.520996
	Iteration 41Q: 3 clusters Score -476413.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -476447.031250 Penalty: 4138.520996
	Iteration 42Q: 3 clusters Score -476447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -476492.343750 Penalty: 4138.520996
	Iteration 43Q: 3 clusters Score -476492.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -476535.875000 Penalty: 4138.520996
	Iteration 44Q: 3 clusters Score -476535.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -476574.781250 Penalty: 4138.520996
	Iteration 45Q: 3 clusters Score -476574.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -476598.906250 Penalty: 4138.520996
	Iteration 46Q: 3 clusters Score -476598.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -476619.625000 Penalty: 4138.520996
	Iteration 47Q: 3 clusters Score -476619.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -476643.156250 Penalty: 4138.520996
	Iteration 48Q: 3 clusters Score -476643.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -476662.656250 Penalty: 4138.520996
	Iteration 49Q: 3 clusters Score -476662.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -476685.125000 Penalty: 4138.520996
	Iteration 50Q: 3 clusters Score -476685.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -476705.531250 Penalty: 4138.520996
	Iteration 51Q: 3 clusters Score -476705.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -476723.656250 Penalty: 4138.520996
	Iteration 52Q: 3 clusters Score -476723.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -476740.687500 Penalty: 4138.520996
	Iteration 53Q: 3 clusters Score -476740.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -476753.468750 Penalty: 4138.520996
	Iteration 54Q: 3 clusters Score -476753.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -476766.281250 Penalty: 4138.520996
	Iteration 55Q: 3 clusters Score -476766.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -476781.312500 Penalty: 4138.520996
	Iteration 56Q: 3 clusters Score -476781.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -476792.718750 Penalty: 4138.520996
	Iteration 57Q: 3 clusters Score -476792.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -476805.906250 Penalty: 4138.520996
	Iteration 58Q: 3 clusters Score -476805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -476815.781250 Penalty: 4138.520996
	Iteration 59Q: 3 clusters Score -476815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -476821.687500 Penalty: 4138.520996
	Iteration 60F: 3 clusters Score -476821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -476828.500000 Penalty: 4138.520996
	Iteration 61Q: 3 clusters Score -476828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -476841.406250 Penalty: 4138.520996
	Iteration 62Q: 3 clusters Score -476841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -476851.875000 Penalty: 4138.520996
	Iteration 63Q: 3 clusters Score -476851.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -476859.968750 Penalty: 4138.520996
	Iteration 64Q: 3 clusters Score -476860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -476865.906250 Penalty: 4138.520996
	Iteration 65Q: 3 clusters Score -476865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -476871.062500 Penalty: 4138.520996
	Iteration 66Q: 3 clusters Score -476871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -476875.312500 Penalty: 4138.520996
	Iteration 67Q: 3 clusters Score -476875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -476878.281250 Penalty: 4138.520996
	Iteration 68Q: 3 clusters Score -476878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -476879.062500 Penalty: 4138.520996
	Iteration 69Q: 3 clusters Score -476879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -476880.375000 Penalty: 4138.520996
	Iteration 70Q: 3 clusters Score -476880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -476881.593750 Penalty: 4138.520996
	Iteration 71Q: 3 clusters Score -476881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -476882.593750 Penalty: 4138.520996
	Iteration 72Q: 3 clusters Score -476882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -476884.281250 Penalty: 4138.520996
	Iteration 73Q: 3 clusters Score -476884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -476885.343750 Penalty: 4138.520996
	Iteration 74Q: 3 clusters Score -476885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -476885.812500 Penalty: 4138.520996
	Iteration 75Q: 3 clusters Score -476885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -476885.843750 Penalty: 4138.520996
	Iteration 76Q: 3 clusters Score -476885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -476888.531250 Penalty: 4138.520996
	Iteration 77Q: 3 clusters Score -476888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -476888.468750 Penalty: 4138.520996
	Iteration 78Q: 3 clusters Score -476888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -476888.468750 Penalty: 4138.520996
	Iteration 79F: 3 clusters Score -476888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14998 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 12591 members 
Mstep: Class 20 contains 71652 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77556 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11748 members 
Mstep: Class 31 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042328.000000 Penalty: 99034.976562
Iteration 119Q: 32 clusters Score -4.504233e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 71590 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5331 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 11758 members 
Mstep: Class 31 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042492.000000 Penalty: 99034.976562
Iteration 120F: 32 clusters Score -4.504249e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65763 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 71536 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4787 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5335 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042572.000000 Penalty: 99034.976562
Iteration 121Q: 32 clusters Score -4.504257e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14981 members 
Mstep: Class 15 contains 65763 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 71504 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4789 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 11765 members 
Mstep: Class 31 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042548.000000 Penalty: 99034.976562
Iteration 122Q: 32 clusters Score -4.504255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 65763 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 71481 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77559 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 4793 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11772 members 
Mstep: Class 31 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042520.000000 Penalty: 99034.976562
Iteration 123Q: 32 clusters Score -4.504252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5873 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14979 members 
Mstep: Class 15 contains 65763 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12650 members 
Mstep: Class 20 contains 71463 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77558 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 4795 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3085 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11776 members 
Mstep: Class 31 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042488.000000 Penalty: 99034.976562
Iteration 124Q: 32 clusters Score -4.504249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5875 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12655 members 
Mstep: Class 20 contains 71448 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4798 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11774 members 
Mstep: Class 31 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042460.000000 Penalty: 99034.976562
Iteration 125Q: 32 clusters Score -4.504246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12656 members 
Mstep: Class 20 contains 71436 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77560 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4801 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11774 members 
Mstep: Class 31 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042468.000000 Penalty: 99034.976562
Iteration 126Q: 32 clusters Score -4.504247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14979 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 71426 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77558 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4801 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11772 members 
Mstep: Class 31 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042476.000000 Penalty: 99034.976562
Iteration 127Q: 32 clusters Score -4.504248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14982 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12660 members 
Mstep: Class 20 contains 71412 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77555 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4803 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11773 members 
Mstep: Class 31 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042452.000000 Penalty: 99034.976562
Iteration 128Q: 32 clusters Score -4.504245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 14983 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12658 members 
Mstep: Class 20 contains 71402 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77553 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4806 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11774 members 
Mstep: Class 31 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042484.000000 Penalty: 99034.976562
Iteration 129Q: 32 clusters Score -4.504248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12662 members 
Mstep: Class 20 contains 71390 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4807 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11772 members 
Mstep: Class 31 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042472.000000 Penalty: 99034.976562
Iteration 130Q: 32 clusters Score -4.504247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65762 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12666 members 
Mstep: Class 20 contains 71386 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4808 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11768 members 
Mstep: Class 31 contains 4347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042500.000000 Penalty: 99034.976562
Iteration 131Q: 32 clusters Score -4.50425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65760 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12670 members 
Mstep: Class 20 contains 71380 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 4809 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3088 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11766 members 
Mstep: Class 31 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042512.000000 Penalty: 99034.976562
Iteration 132Q: 32 clusters Score -4.504251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65758 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12668 members 
Mstep: Class 20 contains 71377 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4811 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11765 members 
Mstep: Class 31 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042536.000000 Penalty: 99034.976562
Iteration 133Q: 32 clusters Score -4.504254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65755 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 71371 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11764 members 
Mstep: Class 31 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042544.000000 Penalty: 99034.976562
Iteration 134Q: 32 clusters Score -4.504254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 71366 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042528.000000 Penalty: 99034.976562
Iteration 135Q: 32 clusters Score -4.504253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 71357 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11758 members 
Mstep: Class 31 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042532.000000 Penalty: 99034.976562
Iteration 136Q: 32 clusters Score -4.504253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 71347 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042556.000000 Penalty: 99034.976562
Iteration 137Q: 32 clusters Score -4.504256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 71344 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11760 members 
Mstep: Class 31 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042552.000000 Penalty: 99034.976562
Iteration 138Q: 32 clusters Score -4.504255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12685 members 
Mstep: Class 20 contains 71342 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11758 members 
Mstep: Class 31 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042552.000000 Penalty: 99034.976562
Iteration 139Q: 32 clusters Score -4.504255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12686 members 
Mstep: Class 20 contains 71340 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11758 members 
Mstep: Class 31 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042560.000000 Penalty: 99034.976562
Iteration 140F: 32 clusters Score -4.504256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12688 members 
Mstep: Class 20 contains 71338 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042572.000000 Penalty: 99034.976562
Iteration 141Q: 32 clusters Score -4.504257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12689 members 
Mstep: Class 20 contains 71337 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042572.000000 Penalty: 99034.976562
Iteration 142Q: 32 clusters Score -4.504257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 71336 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042580.000000 Penalty: 99034.976562
Iteration 143Q: 32 clusters Score -4.504258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 71336 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45042580.000000 Penalty: 99034.976562
Iteration 144F: 32 clusters Score -4.504258e+07 nChanged 0
Entering ConstructFrom: 
Score: -45042580.000000 Penalty: 99034.976562
Entering ConstructFrom: 
Trying to split cluster 1 (14266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Entering Unmasked Estep 
Score: -1600618.375000 Penalty: 2372.277344
	Iteration 0F: 2 clusters Score -1600618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1590289.375000 Penalty: 4744.554688
	Iteration 0F: 3 clusters Score -1590289 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1593532.125000 Penalty: 4744.554688
	Iteration 1F: 3 clusters Score -1593532 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1594068.875000 Penalty: 4744.554688
	Iteration 2F: 3 clusters Score -1594069 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1594640.125000 Penalty: 4744.554688
	Iteration 3F: 3 clusters Score -1594640 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1595283.125000 Penalty: 4744.554688
	Iteration 4F: 3 clusters Score -1595283 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1596047.250000 Penalty: 4744.554688
	Iteration 5F: 3 clusters Score -1596047 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1596824.750000 Penalty: 4744.554688
	Iteration 6F: 3 clusters Score -1596825 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1597456.750000 Penalty: 4744.554688
	Iteration 7F: 3 clusters Score -1597457 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1597884.375000 Penalty: 4744.554688
	Iteration 8Q: 3 clusters Score -1597884 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1598211.125000 Penalty: 4744.554688
	Iteration 9Q: 3 clusters Score -1598211 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1598458.000000 Penalty: 4744.554688
	Iteration 10Q: 3 clusters Score -1598458 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1598651.000000 Penalty: 4744.554688
	Iteration 11Q: 3 clusters Score -1598651 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1598854.875000 Penalty: 4744.554688
	Iteration 12Q: 3 clusters Score -1598855 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1599088.375000 Penalty: 4744.554688
	Iteration 13Q: 3 clusters Score -1599088 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1599400.750000 Penalty: 4744.554688
	Iteration 14Q: 3 clusters Score -1599401 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1599721.000000 Penalty: 4744.554688
	Iteration 15Q: 3 clusters Score -1599721 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1599935.750000 Penalty: 4744.554688
	Iteration 16Q: 3 clusters Score -1599936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1600054.500000 Penalty: 4744.554688
	Iteration 17Q: 3 clusters Score -1600054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1600115.375000 Penalty: 4744.554688
	Iteration 18Q: 3 clusters Score -1600115 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1600144.875000 Penalty: 4744.554688
	Iteration 19Q: 3 clusters Score -1600145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1600160.375000 Penalty: 4744.554688
	Iteration 20F: 3 clusters Score -1600160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1600169.750000 Penalty: 4744.554688
	Iteration 21Q: 3 clusters Score -1600170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1600176.875000 Penalty: 4744.554688
	Iteration 22Q: 3 clusters Score -1600177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1600185.375000 Penalty: 4744.554688
	Iteration 23Q: 3 clusters Score -1600185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1600189.250000 Penalty: 4744.554688
	Iteration 24Q: 3 clusters Score -1600189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1600195.875000 Penalty: 4744.554688
	Iteration 25Q: 3 clusters Score -1600196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1600197.375000 Penalty: 4744.554688
	Iteration 26Q: 3 clusters Score -1600197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1600203.625000 Penalty: 4744.554688
	Iteration 27Q: 3 clusters Score -1600204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1600204.500000 Penalty: 4744.554688
	Iteration 28Q: 3 clusters Score -1600204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1600208.250000 Penalty: 4744.554688
	Iteration 29Q: 3 clusters Score -1600208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1600206.875000 Penalty: 4744.554688
	Iteration 30Q: 3 clusters Score -1600207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1600208.125000 Penalty: 4744.554688
	Iteration 31Q: 3 clusters Score -1600208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1600210.750000 Penalty: 4744.554688
	Iteration 32Q: 3 clusters Score -1600211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1600211.375000 Penalty: 4744.554688
	Iteration 33Q: 3 clusters Score -1600211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1600212.875000 Penalty: 4744.554688
	Iteration 34Q: 3 clusters Score -1600213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1600213.875000 Penalty: 4744.554688
	Iteration 35Q: 3 clusters Score -1600214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1600217.625000 Penalty: 4744.554688
	Iteration 36Q: 3 clusters Score -1600218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1600219.250000 Penalty: 4744.554688
	Iteration 37Q: 3 clusters Score -1600219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1600223.125000 Penalty: 4744.554688
	Iteration 38Q: 3 clusters Score -1600223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1600222.500000 Penalty: 4744.554688
	Iteration 39Q: 3 clusters Score -1600222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1600221.500000 Penalty: 4744.554688
	Iteration 40F: 3 clusters Score -1600222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1600220.500000 Penalty: 4744.554688
	Iteration 41Q: 3 clusters Score -1600220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1600221.125000 Penalty: 4744.554688
	Iteration 42Q: 3 clusters Score -1600221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1600220.000000 Penalty: 4744.554688
	Iteration 43Q: 3 clusters Score -1600220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1600222.625000 Penalty: 4744.554688
	Iteration 44Q: 3 clusters Score -1600223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1600222.750000 Penalty: 4744.554688
	Iteration 45Q: 3 clusters Score -1600223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1600224.250000 Penalty: 4744.554688
	Iteration 46Q: 3 clusters Score -1600224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1600223.875000 Penalty: 4744.554688
	Iteration 47Q: 3 clusters Score -1600224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1600222.125000 Penalty: 4744.554688
	Iteration 48Q: 3 clusters Score -1600222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1600222.125000 Penalty: 4744.554688
	Iteration 49F: 3 clusters Score -1600222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -376067.437500 Penalty: 1998.308228
	Iteration 0F: 2 clusters Score -376067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -372707.812500 Penalty: 3996.616455
	Iteration 0F: 3 clusters Score -372707.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -373385.625000 Penalty: 3996.616455
	Iteration 1F: 3 clusters Score -373385.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -373559.406250 Penalty: 3996.616455
	Iteration 2F: 3 clusters Score -373559.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -373657.906250 Penalty: 3996.616455
	Iteration 3Q: 3 clusters Score -373657.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -373714.718750 Penalty: 3996.616455
	Iteration 4Q: 3 clusters Score -373714.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -373752.000000 Penalty: 3996.616455
	Iteration 5Q: 3 clusters Score -373752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373778.750000 Penalty: 3996.616455
	Iteration 6Q: 3 clusters Score -373778.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -373795.781250 Penalty: 3996.616455
	Iteration 7Q: 3 clusters Score -373795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373810.000000 Penalty: 3996.616455
	Iteration 8Q: 3 clusters Score -373810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -373822.406250 Penalty: 3996.616455
	Iteration 9Q: 3 clusters Score -373822.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -373829.781250 Penalty: 3996.616455
	Iteration 10Q: 3 clusters Score -373829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -373837.968750 Penalty: 3996.616455
	Iteration 11Q: 3 clusters Score -373838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -373845.968750 Penalty: 3996.616455
	Iteration 12Q: 3 clusters Score -373846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373852.375000 Penalty: 3996.616455
	Iteration 13Q: 3 clusters Score -373852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -373857.187500 Penalty: 3996.616455
	Iteration 14Q: 3 clusters Score -373857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -373860.093750 Penalty: 3996.616455
	Iteration 15Q: 3 clusters Score -373860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373862.093750 Penalty: 3996.616455
	Iteration 16Q: 3 clusters Score -373862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -373863.968750 Penalty: 3996.616455
	Iteration 17Q: 3 clusters Score -373864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -373868.250000 Penalty: 3996.616455
	Iteration 18Q: 3 clusters Score -373868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -373871.906250 Penalty: 3996.616455
	Iteration 19Q: 3 clusters Score -373871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -373874.968750 Penalty: 3996.616455
	Iteration 20F: 3 clusters Score -373875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -373879.250000 Penalty: 3996.616455
	Iteration 21Q: 3 clusters Score -373879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -373881.500000 Penalty: 3996.616455
	Iteration 22Q: 3 clusters Score -373881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -373883.562500 Penalty: 3996.616455
	Iteration 23Q: 3 clusters Score -373883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -373884.250000 Penalty: 3996.616455
	Iteration 24Q: 3 clusters Score -373884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -373885.437500 Penalty: 3996.616455
	Iteration 25Q: 3 clusters Score -373885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -373886.843750 Penalty: 3996.616455
	Iteration 26Q: 3 clusters Score -373886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -373888.437500 Penalty: 3996.616455
	Iteration 27Q: 3 clusters Score -373888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -373888.437500 Penalty: 3996.616455
	Iteration 28F: 3 clusters Score -373888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1332480.250000 Penalty: 2315.962158
	Iteration 0F: 2 clusters Score -1332480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1323997.500000 Penalty: 4631.924316
	Iteration 0F: 3 clusters Score -1323998 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1326690.500000 Penalty: 4631.924316
	Iteration 1F: 3 clusters Score -1326690 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1327102.500000 Penalty: 4631.924316
	Iteration 2F: 3 clusters Score -1327102 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1327494.875000 Penalty: 4631.924316
	Iteration 3F: 3 clusters Score -1327495 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1327963.625000 Penalty: 4631.924316
	Iteration 4F: 3 clusters Score -1327964 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1328529.875000 Penalty: 4631.924316
	Iteration 5F: 3 clusters Score -1328530 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1329205.625000 Penalty: 4631.924316
	Iteration 6F: 3 clusters Score -1329206 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1329837.125000 Penalty: 4631.924316
	Iteration 7F: 3 clusters Score -1329837 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1330358.750000 Penalty: 4631.924316
	Iteration 8F: 3 clusters Score -1330359 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1330770.750000 Penalty: 4631.924316
	Iteration 9Q: 3 clusters Score -1330771 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1331023.875000 Penalty: 4631.924316
	Iteration 10Q: 3 clusters Score -1331024 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1331182.250000 Penalty: 4631.924316
	Iteration 11Q: 3 clusters Score -1331182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1331284.750000 Penalty: 4631.924316
	Iteration 12Q: 3 clusters Score -1331285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1331327.125000 Penalty: 4631.924316
	Iteration 13Q: 3 clusters Score -1331327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1331358.000000 Penalty: 4631.924316
	Iteration 14Q: 3 clusters Score -1331358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1331375.000000 Penalty: 4631.924316
	Iteration 15Q: 3 clusters Score -1331375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1331392.750000 Penalty: 4631.924316
	Iteration 16Q: 3 clusters Score -1331393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1331406.125000 Penalty: 4631.924316
	Iteration 17Q: 3 clusters Score -1331406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1331418.750000 Penalty: 4631.924316
	Iteration 18Q: 3 clusters Score -1331419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1331428.750000 Penalty: 4631.924316
	Iteration 19Q: 3 clusters Score -1331429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1331433.250000 Penalty: 4631.924316
	Iteration 20F: 3 clusters Score -1331433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1331436.875000 Penalty: 4631.924316
	Iteration 21Q: 3 clusters Score -1331437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1331440.375000 Penalty: 4631.924316
	Iteration 22Q: 3 clusters Score -1331440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1331445.750000 Penalty: 4631.924316
	Iteration 23Q: 3 clusters Score -1331446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1331449.375000 Penalty: 4631.924316
	Iteration 24Q: 3 clusters Score -1331449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1331448.000000 Penalty: 4631.924316
	Iteration 25Q: 3 clusters Score -1331448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1331451.000000 Penalty: 4631.924316
	Iteration 26Q: 3 clusters Score -1331451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1331450.875000 Penalty: 4631.924316
	Iteration 27Q: 3 clusters Score -1331451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1331450.875000 Penalty: 4631.924316
	Iteration 28F: 3 clusters Score -1331451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -539978.750000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -539978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -535548.812500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -535548.8 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -536779.000000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -536779 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -537335.312500 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -537335.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -537982.875000 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -537982.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -538597.625000 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -538597.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -539117.437500 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -539117.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -539451.125000 Penalty: 4214.203613
	Iteration 6F: 3 clusters Score -539451.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -539648.750000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -539648.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -539787.812500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -539787.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -539880.750000 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -539880.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -539946.562500 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -539946.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -539987.375000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -539987.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -540008.312500 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -540008.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -540015.875000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -540015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -540021.500000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -540021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -540024.000000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -540024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -540027.750000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -540027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -540029.750000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -540029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -540030.125000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -540030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -540030.750000 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -540030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -540031.625000 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -540031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -540033.437500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -540033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540033.125000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -540033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540033.125000 Penalty: 4214.203613
	Iteration 23F: 3 clusters Score -540033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 11368 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 65753 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 71336 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 77551 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 4378 members 
Mstep: Class 32 contains 1885 members 
Entering Unmasked Estep 
Score: -45041648.000000 Penalty: 102229.648438
Splitting cluster 4 changes total score from -45042580.000000 to -45041648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -415861.343750 Penalty: 2034.826538
	Iteration 0F: 2 clusters Score -415861.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -412175.718750 Penalty: 4069.653076
	Iteration 0F: 3 clusters Score -412175.7 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412912.375000 Penalty: 4069.653076
	Iteration 1F: 3 clusters Score -412912.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -413108.156250 Penalty: 4069.653076
	Iteration 2F: 3 clusters Score -413108.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -413268.468750 Penalty: 4069.653076
	Iteration 3F: 3 clusters Score -413268.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413419.812500 Penalty: 4069.653076
	Iteration 4F: 3 clusters Score -413419.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -413561.500000 Penalty: 4069.653076
	Iteration 5Q: 3 clusters Score -413561.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -413698.312500 Penalty: 4069.653076
	Iteration 6Q: 3 clusters Score -413698.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -413851.343750 Penalty: 4069.653076
	Iteration 7Q: 3 clusters Score -413851.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -414050.375000 Penalty: 4069.653076
	Iteration 8Q: 3 clusters Score -414050.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -414355.250000 Penalty: 4069.653076
	Iteration 9F: 3 clusters Score -414355.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -414859.218750 Penalty: 4069.653076
	Iteration 10F: 3 clusters Score -414859.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -415251.656250 Penalty: 4069.653076
	Iteration 11F: 3 clusters Score -415251.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -415482.968750 Penalty: 4069.653076
	Iteration 12Q: 3 clusters Score -415483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -415599.500000 Penalty: 4069.653076
	Iteration 13Q: 3 clusters Score -415599.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -415679.250000 Penalty: 4069.653076
	Iteration 14Q: 3 clusters Score -415679.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -415716.375000 Penalty: 4069.653076
	Iteration 15Q: 3 clusters Score -415716.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -415734.125000 Penalty: 4069.653076
	Iteration 16Q: 3 clusters Score -415734.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -415745.656250 Penalty: 4069.653076
	Iteration 17Q: 3 clusters Score -415745.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -415755.937500 Penalty: 4069.653076
	Iteration 18Q: 3 clusters Score -415755.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415768.656250 Penalty: 4069.653076
	Iteration 19Q: 3 clusters Score -415768.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -415775.500000 Penalty: 4069.653076
	Iteration 20F: 3 clusters Score -415775.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415778.562500 Penalty: 4069.653076
	Iteration 21Q: 3 clusters Score -415778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -415781.156250 Penalty: 4069.653076
	Iteration 22Q: 3 clusters Score -415781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -415782.375000 Penalty: 4069.653076
	Iteration 23Q: 3 clusters Score -415782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -415783.125000 Penalty: 4069.653076
	Iteration 24Q: 3 clusters Score -415783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -415784.375000 Penalty: 4069.653076
	Iteration 25Q: 3 clusters Score -415784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -415784.375000 Penalty: 4069.653076
	Iteration 26F: 3 clusters Score -415784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -489051.531250 Penalty: 2076.297607
	Iteration 0F: 2 clusters Score -489051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -485011.875000 Penalty: 4152.595215
	Iteration 0F: 3 clusters Score -485011.9 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -485999.375000 Penalty: 4152.595215
	Iteration 1F: 3 clusters Score -485999.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -486238.500000 Penalty: 4152.595215
	Iteration 2F: 3 clusters Score -486238.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -486414.656250 Penalty: 4152.595215
	Iteration 3F: 3 clusters Score -486414.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -486556.500000 Penalty: 4152.595215
	Iteration 4Q: 3 clusters Score -486556.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -486667.343750 Penalty: 4152.595215
	Iteration 5Q: 3 clusters Score -486667.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -486759.531250 Penalty: 4152.595215
	Iteration 6Q: 3 clusters Score -486759.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -486871.375000 Penalty: 4152.595215
	Iteration 7Q: 3 clusters Score -486871.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -486984.031250 Penalty: 4152.595215
	Iteration 8Q: 3 clusters Score -486984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -487088.562500 Penalty: 4152.595215
	Iteration 9Q: 3 clusters Score -487088.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -487192.000000 Penalty: 4152.595215
	Iteration 10Q: 3 clusters Score -487192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -487268.531250 Penalty: 4152.595215
	Iteration 11Q: 3 clusters Score -487268.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -487337.812500 Penalty: 4152.595215
	Iteration 12Q: 3 clusters Score -487337.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -487389.062500 Penalty: 4152.595215
	Iteration 13Q: 3 clusters Score -487389.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -487437.156250 Penalty: 4152.595215
	Iteration 14Q: 3 clusters Score -487437.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -487497.500000 Penalty: 4152.595215
	Iteration 15Q: 3 clusters Score -487497.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -487555.312500 Penalty: 4152.595215
	Iteration 16Q: 3 clusters Score -487555.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -487618.656250 Penalty: 4152.595215
	Iteration 17Q: 3 clusters Score -487618.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -487694.468750 Penalty: 4152.595215
	Iteration 18Q: 3 clusters Score -487694.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -487780.656250 Penalty: 4152.595215
	Iteration 19Q: 3 clusters Score -487780.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -487856.812500 Penalty: 4152.595215
	Iteration 20F: 3 clusters Score -487856.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -487911.250000 Penalty: 4152.595215
	Iteration 21Q: 3 clusters Score -487911.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -487969.750000 Penalty: 4152.595215
	Iteration 22Q: 3 clusters Score -487969.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -488069.125000 Penalty: 4152.595215
	Iteration 23Q: 3 clusters Score -488069.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -488217.312500 Penalty: 4152.595215
	Iteration 24Q: 3 clusters Score -488217.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -488389.312500 Penalty: 4152.595215
	Iteration 25Q: 3 clusters Score -488389.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -488486.437500 Penalty: 4152.595215
	Iteration 26Q: 3 clusters Score -488486.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -488557.718750 Penalty: 4152.595215
	Iteration 27Q: 3 clusters Score -488557.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -488585.375000 Penalty: 4152.595215
	Iteration 28Q: 3 clusters Score -488585.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -488609.468750 Penalty: 4152.595215
	Iteration 29Q: 3 clusters Score -488609.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -488629.468750 Penalty: 4152.595215
	Iteration 30Q: 3 clusters Score -488629.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -488650.937500 Penalty: 4152.595215
	Iteration 31Q: 3 clusters Score -488650.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -488669.593750 Penalty: 4152.595215
	Iteration 32Q: 3 clusters Score -488669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -488686.656250 Penalty: 4152.595215
	Iteration 33Q: 3 clusters Score -488686.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -488719.468750 Penalty: 4152.595215
	Iteration 34Q: 3 clusters Score -488719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -488748.781250 Penalty: 4152.595215
	Iteration 35Q: 3 clusters Score -488748.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -488778.531250 Penalty: 4152.595215
	Iteration 36Q: 3 clusters Score -488778.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -488812.000000 Penalty: 4152.595215
	Iteration 37Q: 3 clusters Score -488812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -488868.812500 Penalty: 4152.595215
	Iteration 38Q: 3 clusters Score -488868.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -488951.531250 Penalty: 4152.595215
	Iteration 39Q: 3 clusters Score -488951.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -489011.187500 Penalty: 4152.595215
	Iteration 40F: 3 clusters Score -489011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -489025.062500 Penalty: 4152.595215
	Iteration 41Q: 3 clusters Score -489025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -489028.843750 Penalty: 4152.595215
	Iteration 42Q: 3 clusters Score -489028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -489030.062500 Penalty: 4152.595215
	Iteration 43Q: 3 clusters Score -489030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -489029.468750 Penalty: 4152.595215
	Iteration 44Q: 3 clusters Score -489029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -489029.468750 Penalty: 4152.595215
	Iteration 45F: 3 clusters Score -489029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Entering Unmasked Estep 
Score: -1766322.375000 Penalty: 2381.592041
	Iteration 0F: 2 clusters Score -1766322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1755554.000000 Penalty: 4763.184082
	Iteration 0F: 3 clusters Score -1755554 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1758912.000000 Penalty: 4763.184082
	Iteration 1F: 3 clusters Score -1758912 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1759205.750000 Penalty: 4763.184082
	Iteration 2F: 3 clusters Score -1759206 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1759425.000000 Penalty: 4763.184082
	Iteration 3Q: 3 clusters Score -1759425 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1759612.125000 Penalty: 4763.184082
	Iteration 4Q: 3 clusters Score -1759612 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1759777.375000 Penalty: 4763.184082
	Iteration 5Q: 3 clusters Score -1759777 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1759956.250000 Penalty: 4763.184082
	Iteration 6Q: 3 clusters Score -1759956 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1760132.125000 Penalty: 4763.184082
	Iteration 7Q: 3 clusters Score -1760132 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1760331.625000 Penalty: 4763.184082
	Iteration 8Q: 3 clusters Score -1760332 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1760567.875000 Penalty: 4763.184082
	Iteration 9Q: 3 clusters Score -1760568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1760871.000000 Penalty: 4763.184082
	Iteration 10Q: 3 clusters Score -1760871 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1761232.750000 Penalty: 4763.184082
	Iteration 11Q: 3 clusters Score -1761233 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1761642.250000 Penalty: 4763.184082
	Iteration 12Q: 3 clusters Score -1761642 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1762039.375000 Penalty: 4763.184082
	Iteration 13Q: 3 clusters Score -1762039 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1762441.375000 Penalty: 4763.184082
	Iteration 14Q: 3 clusters Score -1762441 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1762785.875000 Penalty: 4763.184082
	Iteration 15Q: 3 clusters Score -1762786 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1763057.750000 Penalty: 4763.184082
	Iteration 16Q: 3 clusters Score -1763058 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1763285.375000 Penalty: 4763.184082
	Iteration 17Q: 3 clusters Score -1763285 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1763476.625000 Penalty: 4763.184082
	Iteration 18Q: 3 clusters Score -1763477 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1763623.250000 Penalty: 4763.184082
	Iteration 19Q: 3 clusters Score -1763623 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1763749.625000 Penalty: 4763.184082
	Iteration 20F: 3 clusters Score -1763750 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1763854.000000 Penalty: 4763.184082
	Iteration 21Q: 3 clusters Score -1763854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1763942.875000 Penalty: 4763.184082
	Iteration 22Q: 3 clusters Score -1763943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1764010.500000 Penalty: 4763.184082
	Iteration 23Q: 3 clusters Score -1764010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1764077.250000 Penalty: 4763.184082
	Iteration 24Q: 3 clusters Score -1764077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1764127.625000 Penalty: 4763.184082
	Iteration 25Q: 3 clusters Score -1764128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1764161.750000 Penalty: 4763.184082
	Iteration 26Q: 3 clusters Score -1764162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1764187.000000 Penalty: 4763.184082
	Iteration 27Q: 3 clusters Score -1764187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1764205.000000 Penalty: 4763.184082
	Iteration 28Q: 3 clusters Score -1764205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1764219.125000 Penalty: 4763.184082
	Iteration 29Q: 3 clusters Score -1764219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1764223.625000 Penalty: 4763.184082
	Iteration 30Q: 3 clusters Score -1764224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1764237.250000 Penalty: 4763.184082
	Iteration 31Q: 3 clusters Score -1764237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1764244.500000 Penalty: 4763.184082
	Iteration 32Q: 3 clusters Score -1764244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1764250.750000 Penalty: 4763.184082
	Iteration 33Q: 3 clusters Score -1764251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1764258.750000 Penalty: 4763.184082
	Iteration 34Q: 3 clusters Score -1764259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1764260.500000 Penalty: 4763.184082
	Iteration 35Q: 3 clusters Score -1764260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1764264.375000 Penalty: 4763.184082
	Iteration 36Q: 3 clusters Score -1764264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1764263.125000 Penalty: 4763.184082
	Iteration 37Q: 3 clusters Score -1764263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1764266.375000 Penalty: 4763.184082
	Iteration 38Q: 3 clusters Score -1764266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1764265.750000 Penalty: 4763.184082
	Iteration 39Q: 3 clusters Score -1764266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1764274.125000 Penalty: 4763.184082
	Iteration 40F: 3 clusters Score -1764274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1764273.000000 Penalty: 4763.184082
	Iteration 41Q: 3 clusters Score -1764273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1764279.000000 Penalty: 4763.184082
	Iteration 42Q: 3 clusters Score -1764279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1764281.500000 Penalty: 4763.184082
	Iteration 43Q: 3 clusters Score -1764282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1764287.000000 Penalty: 4763.184082
	Iteration 44Q: 3 clusters Score -1764287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1764293.000000 Penalty: 4763.184082
	Iteration 45Q: 3 clusters Score -1764293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1764297.375000 Penalty: 4763.184082
	Iteration 46Q: 3 clusters Score -1764297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1764298.125000 Penalty: 4763.184082
	Iteration 47Q: 3 clusters Score -1764298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1764297.375000 Penalty: 4763.184082
	Iteration 48Q: 3 clusters Score -1764297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1764301.375000 Penalty: 4763.184082
	Iteration 49Q: 3 clusters Score -1764301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1764303.625000 Penalty: 4763.184082
	Iteration 50Q: 3 clusters Score -1764304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1764303.625000 Penalty: 4763.184082
	Iteration 51F: 3 clusters Score -1764304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -544532.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -544532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -540060.125000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -540060.1 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -541158.937500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -541158.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -541441.625000 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -541441.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -541643.000000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -541643 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -541856.625000 Penalty: 4209.420410
	Iteration 4F: 3 clusters Score -541856.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -542091.625000 Penalty: 4209.420410
	Iteration 5F: 3 clusters Score -542091.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -542319.375000 Penalty: 4209.420410
	Iteration 6F: 3 clusters Score -542319.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -542531.875000 Penalty: 4209.420410
	Iteration 7F: 3 clusters Score -542531.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -542681.625000 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -542681.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -542813.187500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -542813.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -542907.875000 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -542907.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -542978.125000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -542978.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -543034.437500 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -543034.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -543066.500000 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -543066.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -543089.187500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -543089.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -543110.062500 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -543110.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -543130.937500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -543130.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -543153.125000 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -543153.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -543173.062500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -543173.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -543190.562500 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -543190.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -543204.750000 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -543204.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -543215.687500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -543215.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -543231.312500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -543231.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -543244.812500 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -543244.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -543258.500000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -543258.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -543274.937500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -543274.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -543298.812500 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -543298.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -543321.875000 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -543321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -543333.062500 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -543333.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -543342.062500 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -543342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -543350.500000 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -543350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -543352.125000 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -543352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -543354.000000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -543354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -543356.625000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -543356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -543359.937500 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -543359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -543362.875000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -543362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -543365.437500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -543365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -543367.750000 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -543367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -543368.375000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -543368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -543373.562500 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -543373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -543378.000000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -543378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -543383.125000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -543383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -543383.750000 Penalty: 4209.420410
	Iteration 42Q: 3 clusters Score -543383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -543384.812500 Penalty: 4209.420410
	Iteration 43Q: 3 clusters Score -543384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -543386.375000 Penalty: 4209.420410
	Iteration 44Q: 3 clusters Score -543386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -543387.500000 Penalty: 4209.420410
	Iteration 45Q: 3 clusters Score -543387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -543389.375000 Penalty: 4209.420410
	Iteration 46Q: 3 clusters Score -543389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -543389.562500 Penalty: 4209.420410
	Iteration 47Q: 3 clusters Score -543389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -543390.062500 Penalty: 4209.420410
	Iteration 48Q: 3 clusters Score -543390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -543390.062500 Penalty: 4209.420410
	Iteration 49F: 3 clusters Score -543390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -888700.000000 Penalty: 2218.151367
	Iteration 0F: 2 clusters Score -888700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -882535.187500 Penalty: 4436.302734
	Iteration 0F: 3 clusters Score -882535.2 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -884324.187500 Penalty: 4436.302734
	Iteration 1F: 3 clusters Score -884324.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -884708.375000 Penalty: 4436.302734
	Iteration 2F: 3 clusters Score -884708.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -885064.187500 Penalty: 4436.302734
	Iteration 3F: 3 clusters Score -885064.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -885348.000000 Penalty: 4436.302734
	Iteration 4F: 3 clusters Score -885348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -885638.875000 Penalty: 4436.302734
	Iteration 5F: 3 clusters Score -885638.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -885958.375000 Penalty: 4436.302734
	Iteration 6F: 3 clusters Score -885958.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -886278.062500 Penalty: 4436.302734
	Iteration 7F: 3 clusters Score -886278.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -886497.000000 Penalty: 4436.302734
	Iteration 8Q: 3 clusters Score -886497 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -886645.687500 Penalty: 4436.302734
	Iteration 9Q: 3 clusters Score -886645.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -886724.812500 Penalty: 4436.302734
	Iteration 10Q: 3 clusters Score -886724.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -886769.687500 Penalty: 4436.302734
	Iteration 11Q: 3 clusters Score -886769.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -886795.312500 Penalty: 4436.302734
	Iteration 12Q: 3 clusters Score -886795.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -886817.687500 Penalty: 4436.302734
	Iteration 13Q: 3 clusters Score -886817.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -886827.187500 Penalty: 4436.302734
	Iteration 14Q: 3 clusters Score -886827.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -886834.125000 Penalty: 4436.302734
	Iteration 15Q: 3 clusters Score -886834.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -886840.875000 Penalty: 4436.302734
	Iteration 16Q: 3 clusters Score -886840.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -886844.687500 Penalty: 4436.302734
	Iteration 17Q: 3 clusters Score -886844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -886848.562500 Penalty: 4436.302734
	Iteration 18Q: 3 clusters Score -886848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -886849.812500 Penalty: 4436.302734
	Iteration 19Q: 3 clusters Score -886849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -886851.375000 Penalty: 4436.302734
	Iteration 20F: 3 clusters Score -886851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -886853.875000 Penalty: 4436.302734
	Iteration 21Q: 3 clusters Score -886853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -886856.062500 Penalty: 4436.302734
	Iteration 22Q: 3 clusters Score -886856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -886854.375000 Penalty: 4436.302734
	Iteration 23Q: 3 clusters Score -886854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -886855.750000 Penalty: 4436.302734
	Iteration 24Q: 3 clusters Score -886855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -886855.750000 Penalty: 4436.302734
	Iteration 25F: 3 clusters Score -886855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -289997.187500 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -289997.2 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 1221 members 
Entering Unmasked Estep 
Score: -287064.281250 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -287064.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287646.406250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -287646.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -287810.468750 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -287810.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -287931.531250 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -287931.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288014.000000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -288014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -288073.812500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -288073.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -288133.093750 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -288133.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -288185.937500 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -288185.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288226.187500 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -288226.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -288258.406250 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -288258.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -288294.625000 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -288294.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288327.031250 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -288327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -288354.531250 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -288354.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -288378.000000 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -288378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288402.250000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -288402.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -288431.468750 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -288431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -288467.406250 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -288467.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -288507.375000 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -288507.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -288531.500000 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -288531.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -288543.218750 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -288543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -288556.437500 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -288556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -288564.812500 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -288564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -288570.093750 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -288570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -288573.281250 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -288573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -288574.687500 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -288574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288575.906250 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -288575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288578.187500 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -288578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288580.437500 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -288580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288581.250000 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -288581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -288581.250000 Penalty: 3882.509277
	Iteration 29F: 3 clusters Score -288581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -560064.187500 Penalty: 2111.767334
	Iteration 0F: 2 clusters Score -560064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -555615.125000 Penalty: 4223.534668
	Iteration 0F: 3 clusters Score -555615.1 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -556763.562500 Penalty: 4223.534668
	Iteration 1F: 3 clusters Score -556763.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -557062.875000 Penalty: 4223.534668
	Iteration 2F: 3 clusters Score -557062.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -557268.000000 Penalty: 4223.534668
	Iteration 3F: 3 clusters Score -557268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -557379.562500 Penalty: 4223.534668
	Iteration 4Q: 3 clusters Score -557379.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -557479.562500 Penalty: 4223.534668
	Iteration 5Q: 3 clusters Score -557479.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -557551.437500 Penalty: 4223.534668
	Iteration 6Q: 3 clusters Score -557551.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -557616.000000 Penalty: 4223.534668
	Iteration 7Q: 3 clusters Score -557616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -557697.125000 Penalty: 4223.534668
	Iteration 8Q: 3 clusters Score -557697.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -557786.687500 Penalty: 4223.534668
	Iteration 9Q: 3 clusters Score -557786.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -557884.125000 Penalty: 4223.534668
	Iteration 10Q: 3 clusters Score -557884.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -557982.875000 Penalty: 4223.534668
	Iteration 11Q: 3 clusters Score -557982.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -558061.750000 Penalty: 4223.534668
	Iteration 12Q: 3 clusters Score -558061.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -558118.000000 Penalty: 4223.534668
	Iteration 13Q: 3 clusters Score -558118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -558163.125000 Penalty: 4223.534668
	Iteration 14Q: 3 clusters Score -558163.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -558201.062500 Penalty: 4223.534668
	Iteration 15Q: 3 clusters Score -558201.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -558241.437500 Penalty: 4223.534668
	Iteration 16Q: 3 clusters Score -558241.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -558267.437500 Penalty: 4223.534668
	Iteration 17Q: 3 clusters Score -558267.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -558287.187500 Penalty: 4223.534668
	Iteration 18Q: 3 clusters Score -558287.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -558311.812500 Penalty: 4223.534668
	Iteration 19Q: 3 clusters Score -558311.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558333.375000 Penalty: 4223.534668
	Iteration 20F: 3 clusters Score -558333.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -558355.687500 Penalty: 4223.534668
	Iteration 21Q: 3 clusters Score -558355.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -558377.812500 Penalty: 4223.534668
	Iteration 22Q: 3 clusters Score -558377.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -558394.437500 Penalty: 4223.534668
	Iteration 23Q: 3 clusters Score -558394.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -558411.375000 Penalty: 4223.534668
	Iteration 24Q: 3 clusters Score -558411.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -558433.062500 Penalty: 4223.534668
	Iteration 25Q: 3 clusters Score -558433.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -558451.375000 Penalty: 4223.534668
	Iteration 26Q: 3 clusters Score -558451.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -558478.000000 Penalty: 4223.534668
	Iteration 27Q: 3 clusters Score -558478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -558503.562500 Penalty: 4223.534668
	Iteration 28Q: 3 clusters Score -558503.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -558519.812500 Penalty: 4223.534668
	Iteration 29Q: 3 clusters Score -558519.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -558534.437500 Penalty: 4223.534668
	Iteration 30Q: 3 clusters Score -558534.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -558551.562500 Penalty: 4223.534668
	Iteration 31Q: 3 clusters Score -558551.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -558565.500000 Penalty: 4223.534668
	Iteration 32Q: 3 clusters Score -558565.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -558579.125000 Penalty: 4223.534668
	Iteration 33Q: 3 clusters Score -558579.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -558596.500000 Penalty: 4223.534668
	Iteration 34Q: 3 clusters Score -558596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -558608.687500 Penalty: 4223.534668
	Iteration 35Q: 3 clusters Score -558608.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -558615.375000 Penalty: 4223.534668
	Iteration 36Q: 3 clusters Score -558615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -558618.375000 Penalty: 4223.534668
	Iteration 37Q: 3 clusters Score -558618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -558624.812500 Penalty: 4223.534668
	Iteration 38Q: 3 clusters Score -558624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -558630.187500 Penalty: 4223.534668
	Iteration 39Q: 3 clusters Score -558630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -558639.000000 Penalty: 4223.534668
	Iteration 40F: 3 clusters Score -558639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -558647.625000 Penalty: 4223.534668
	Iteration 41Q: 3 clusters Score -558647.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -558654.187500 Penalty: 4223.534668
	Iteration 42Q: 3 clusters Score -558654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -558660.375000 Penalty: 4223.534668
	Iteration 43Q: 3 clusters Score -558660.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -558667.437500 Penalty: 4223.534668
	Iteration 44Q: 3 clusters Score -558667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -558670.687500 Penalty: 4223.534668
	Iteration 45Q: 3 clusters Score -558670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -558673.187500 Penalty: 4223.534668
	Iteration 46Q: 3 clusters Score -558673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -558673.687500 Penalty: 4223.534668
	Iteration 47Q: 3 clusters Score -558673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -558675.750000 Penalty: 4223.534668
	Iteration 48Q: 3 clusters Score -558675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -558677.875000 Penalty: 4223.534668
	Iteration 49Q: 3 clusters Score -558677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -558679.500000 Penalty: 4223.534668
	Iteration 50Q: 3 clusters Score -558679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -558681.250000 Penalty: 4223.534668
	Iteration 51Q: 3 clusters Score -558681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -558683.125000 Penalty: 4223.534668
	Iteration 52Q: 3 clusters Score -558683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -558686.750000 Penalty: 4223.534668
	Iteration 53Q: 3 clusters Score -558686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -558690.125000 Penalty: 4223.534668
	Iteration 54Q: 3 clusters Score -558690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -558692.250000 Penalty: 4223.534668
	Iteration 55Q: 3 clusters Score -558692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -558693.812500 Penalty: 4223.534668
	Iteration 56Q: 3 clusters Score -558693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -558695.562500 Penalty: 4223.534668
	Iteration 57Q: 3 clusters Score -558695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -558696.812500 Penalty: 4223.534668
	Iteration 58Q: 3 clusters Score -558696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -558697.250000 Penalty: 4223.534668
	Iteration 59Q: 3 clusters Score -558697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -558697.625000 Penalty: 4223.534668
	Iteration 60F: 3 clusters Score -558697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -558699.500000 Penalty: 4223.534668
	Iteration 61Q: 3 clusters Score -558699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -558698.812500 Penalty: 4223.534668
	Iteration 62Q: 3 clusters Score -558698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -558699.437500 Penalty: 4223.534668
	Iteration 63Q: 3 clusters Score -558699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -558699.437500 Penalty: 4223.534668
	Iteration 64F: 3 clusters Score -558699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -666871.750000 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -666871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -661871.687500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -661871.7 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -663143.625000 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -663143.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -663451.937500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -663451.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -663736.437500 Penalty: 4304.685547
	Iteration 3F: 3 clusters Score -663736.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -664018.937500 Penalty: 4304.685547
	Iteration 4F: 3 clusters Score -664018.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -664323.437500 Penalty: 4304.685547
	Iteration 5F: 3 clusters Score -664323.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -664629.500000 Penalty: 4304.685547
	Iteration 6F: 3 clusters Score -664629.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664883.437500 Penalty: 4304.685547
	Iteration 7F: 3 clusters Score -664883.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -665108.312500 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -665108.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -665306.625000 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -665306.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -665431.312500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -665431.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -665485.000000 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -665485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -665529.687500 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -665529.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -665566.625000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -665566.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -665594.500000 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -665594.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -665610.125000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -665610.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -665617.687500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -665617.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -665624.812500 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -665624.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -665631.562500 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -665631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -665633.187500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -665633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -665635.750000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -665635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -665637.000000 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -665637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -665637.875000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -665637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -665638.062500 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -665638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -665637.750000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -665637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -665640.062500 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -665640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -665640.062500 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -665640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -665642.250000 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -665642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -665641.562500 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -665641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -665641.437500 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -665641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -665645.062500 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -665645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -665645.812500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -665645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -665646.125000 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -665646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -665647.062500 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -665647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -665647.062500 Penalty: 4304.685547
	Iteration 34F: 3 clusters Score -665647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -592064.375000 Penalty: 2122.467041
	Iteration 0F: 2 clusters Score -592064.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -587440.687500 Penalty: 4244.934082
	Iteration 0F: 3 clusters Score -587440.7 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -588567.750000 Penalty: 4244.934082
	Iteration 1F: 3 clusters Score -588567.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -588817.500000 Penalty: 4244.934082
	Iteration 2F: 3 clusters Score -588817.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -588979.250000 Penalty: 4244.934082
	Iteration 3F: 3 clusters Score -588979.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -589117.437500 Penalty: 4244.934082
	Iteration 4Q: 3 clusters Score -589117.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -589257.500000 Penalty: 4244.934082
	Iteration 5Q: 3 clusters Score -589257.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -589387.625000 Penalty: 4244.934082
	Iteration 6Q: 3 clusters Score -589387.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -589507.062500 Penalty: 4244.934082
	Iteration 7Q: 3 clusters Score -589507.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -589664.125000 Penalty: 4244.934082
	Iteration 8Q: 3 clusters Score -589664.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -589879.312500 Penalty: 4244.934082
	Iteration 9Q: 3 clusters Score -589879.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -590095.562500 Penalty: 4244.934082
	Iteration 10Q: 3 clusters Score -590095.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -590300.625000 Penalty: 4244.934082
	Iteration 11Q: 3 clusters Score -590300.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -590459.875000 Penalty: 4244.934082
	Iteration 12Q: 3 clusters Score -590459.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -590584.062500 Penalty: 4244.934082
	Iteration 13Q: 3 clusters Score -590584.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -590693.875000 Penalty: 4244.934082
	Iteration 14Q: 3 clusters Score -590693.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -590789.562500 Penalty: 4244.934082
	Iteration 15Q: 3 clusters Score -590789.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -590847.875000 Penalty: 4244.934082
	Iteration 16Q: 3 clusters Score -590847.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -590891.125000 Penalty: 4244.934082
	Iteration 17Q: 3 clusters Score -590891.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -590928.000000 Penalty: 4244.934082
	Iteration 18Q: 3 clusters Score -590928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -590949.875000 Penalty: 4244.934082
	Iteration 19Q: 3 clusters Score -590949.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -590974.312500 Penalty: 4244.934082
	Iteration 20F: 3 clusters Score -590974.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -590996.250000 Penalty: 4244.934082
	Iteration 21Q: 3 clusters Score -590996.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -591017.562500 Penalty: 4244.934082
	Iteration 22Q: 3 clusters Score -591017.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -591044.687500 Penalty: 4244.934082
	Iteration 23Q: 3 clusters Score -591044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -591060.187500 Penalty: 4244.934082
	Iteration 24Q: 3 clusters Score -591060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -591069.625000 Penalty: 4244.934082
	Iteration 25Q: 3 clusters Score -591069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -591077.250000 Penalty: 4244.934082
	Iteration 26Q: 3 clusters Score -591077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -591085.625000 Penalty: 4244.934082
	Iteration 27Q: 3 clusters Score -591085.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -591093.625000 Penalty: 4244.934082
	Iteration 28Q: 3 clusters Score -591093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -591096.625000 Penalty: 4244.934082
	Iteration 29Q: 3 clusters Score -591096.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -591101.937500 Penalty: 4244.934082
	Iteration 30Q: 3 clusters Score -591101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -591108.250000 Penalty: 4244.934082
	Iteration 31Q: 3 clusters Score -591108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -591111.937500 Penalty: 4244.934082
	Iteration 32Q: 3 clusters Score -591111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -591113.750000 Penalty: 4244.934082
	Iteration 33Q: 3 clusters Score -591113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -591114.875000 Penalty: 4244.934082
	Iteration 34Q: 3 clusters Score -591114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -591114.875000 Penalty: 4244.934082
	Iteration 35F: 3 clusters Score -591114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -1684297.125000 Penalty: 2384.471680
	Iteration 0F: 2 clusters Score -1684297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1673484.375000 Penalty: 4768.943359
	Iteration 0F: 3 clusters Score -1673484 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1677474.375000 Penalty: 4768.943359
	Iteration 1F: 3 clusters Score -1677474 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1678343.375000 Penalty: 4768.943359
	Iteration 2F: 3 clusters Score -1678343 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1679184.375000 Penalty: 4768.943359
	Iteration 3F: 3 clusters Score -1679184 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1679937.625000 Penalty: 4768.943359
	Iteration 4F: 3 clusters Score -1679938 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1680503.125000 Penalty: 4768.943359
	Iteration 5F: 3 clusters Score -1680503 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1680911.625000 Penalty: 4768.943359
	Iteration 6Q: 3 clusters Score -1680912 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1681207.375000 Penalty: 4768.943359
	Iteration 7Q: 3 clusters Score -1681207 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1681378.750000 Penalty: 4768.943359
	Iteration 8Q: 3 clusters Score -1681379 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1681499.875000 Penalty: 4768.943359
	Iteration 9Q: 3 clusters Score -1681500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1681587.000000 Penalty: 4768.943359
	Iteration 10Q: 3 clusters Score -1681587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1681648.625000 Penalty: 4768.943359
	Iteration 11Q: 3 clusters Score -1681649 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1681690.625000 Penalty: 4768.943359
	Iteration 12Q: 3 clusters Score -1681691 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1681746.375000 Penalty: 4768.943359
	Iteration 13Q: 3 clusters Score -1681746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1681795.500000 Penalty: 4768.943359
	Iteration 14Q: 3 clusters Score -1681796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1681854.875000 Penalty: 4768.943359
	Iteration 15Q: 3 clusters Score -1681855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1681906.500000 Penalty: 4768.943359
	Iteration 16Q: 3 clusters Score -1681906 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1681944.875000 Penalty: 4768.943359
	Iteration 17Q: 3 clusters Score -1681945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1681976.125000 Penalty: 4768.943359
	Iteration 18Q: 3 clusters Score -1681976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1682008.125000 Penalty: 4768.943359
	Iteration 19Q: 3 clusters Score -1682008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1682036.375000 Penalty: 4768.943359
	Iteration 20F: 3 clusters Score -1682036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1682064.125000 Penalty: 4768.943359
	Iteration 21Q: 3 clusters Score -1682064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1682091.625000 Penalty: 4768.943359
	Iteration 22Q: 3 clusters Score -1682092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1682117.875000 Penalty: 4768.943359
	Iteration 23Q: 3 clusters Score -1682118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1682145.000000 Penalty: 4768.943359
	Iteration 24Q: 3 clusters Score -1682145 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1682182.125000 Penalty: 4768.943359
	Iteration 25Q: 3 clusters Score -1682182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1682206.625000 Penalty: 4768.943359
	Iteration 26Q: 3 clusters Score -1682207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1682228.625000 Penalty: 4768.943359
	Iteration 27Q: 3 clusters Score -1682229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1682253.000000 Penalty: 4768.943359
	Iteration 28Q: 3 clusters Score -1682253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1682274.750000 Penalty: 4768.943359
	Iteration 29Q: 3 clusters Score -1682275 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1682302.500000 Penalty: 4768.943359
	Iteration 30Q: 3 clusters Score -1682302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1682326.250000 Penalty: 4768.943359
	Iteration 31Q: 3 clusters Score -1682326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1682356.875000 Penalty: 4768.943359
	Iteration 32Q: 3 clusters Score -1682357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1682385.250000 Penalty: 4768.943359
	Iteration 33Q: 3 clusters Score -1682385 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1682414.875000 Penalty: 4768.943359
	Iteration 34Q: 3 clusters Score -1682415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1682443.000000 Penalty: 4768.943359
	Iteration 35Q: 3 clusters Score -1682443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1682462.125000 Penalty: 4768.943359
	Iteration 36Q: 3 clusters Score -1682462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1682475.875000 Penalty: 4768.943359
	Iteration 37Q: 3 clusters Score -1682476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1682494.375000 Penalty: 4768.943359
	Iteration 38Q: 3 clusters Score -1682494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1682513.000000 Penalty: 4768.943359
	Iteration 39Q: 3 clusters Score -1682513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1682522.000000 Penalty: 4768.943359
	Iteration 40F: 3 clusters Score -1682522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1682537.000000 Penalty: 4768.943359
	Iteration 41Q: 3 clusters Score -1682537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1682551.375000 Penalty: 4768.943359
	Iteration 42Q: 3 clusters Score -1682551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1682565.375000 Penalty: 4768.943359
	Iteration 43Q: 3 clusters Score -1682565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1682575.875000 Penalty: 4768.943359
	Iteration 44Q: 3 clusters Score -1682576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1682580.750000 Penalty: 4768.943359
	Iteration 45Q: 3 clusters Score -1682581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1682586.875000 Penalty: 4768.943359
	Iteration 46Q: 3 clusters Score -1682587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1682592.500000 Penalty: 4768.943359
	Iteration 47Q: 3 clusters Score -1682592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1682605.375000 Penalty: 4768.943359
	Iteration 48Q: 3 clusters Score -1682605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1682603.750000 Penalty: 4768.943359
	Iteration 49Q: 3 clusters Score -1682604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1682609.625000 Penalty: 4768.943359
	Iteration 50Q: 3 clusters Score -1682610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1682614.250000 Penalty: 4768.943359
	Iteration 51Q: 3 clusters Score -1682614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1682617.500000 Penalty: 4768.943359
	Iteration 52Q: 3 clusters Score -1682618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1682625.500000 Penalty: 4768.943359
	Iteration 53Q: 3 clusters Score -1682626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1682629.500000 Penalty: 4768.943359
	Iteration 54Q: 3 clusters Score -1682630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1682629.625000 Penalty: 4768.943359
	Iteration 55Q: 3 clusters Score -1682630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1682633.750000 Penalty: 4768.943359
	Iteration 56Q: 3 clusters Score -1682634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1682638.125000 Penalty: 4768.943359
	Iteration 57Q: 3 clusters Score -1682638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1682642.000000 Penalty: 4768.943359
	Iteration 58Q: 3 clusters Score -1682642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1682647.375000 Penalty: 4768.943359
	Iteration 59Q: 3 clusters Score -1682647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1682647.375000 Penalty: 4768.943359
	Iteration 60F: 3 clusters Score -1682647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1682650.250000 Penalty: 4768.943359
	Iteration 61Q: 3 clusters Score -1682650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1682652.875000 Penalty: 4768.943359
	Iteration 62Q: 3 clusters Score -1682653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1682655.000000 Penalty: 4768.943359
	Iteration 63Q: 3 clusters Score -1682655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1682661.500000 Penalty: 4768.943359
	Iteration 64Q: 3 clusters Score -1682662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1682666.375000 Penalty: 4768.943359
	Iteration 65Q: 3 clusters Score -1682666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1682676.000000 Penalty: 4768.943359
	Iteration 66Q: 3 clusters Score -1682676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1682684.625000 Penalty: 4768.943359
	Iteration 67Q: 3 clusters Score -1682685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1682687.375000 Penalty: 4768.943359
	Iteration 68Q: 3 clusters Score -1682687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1682689.500000 Penalty: 4768.943359
	Iteration 69Q: 3 clusters Score -1682690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1682690.500000 Penalty: 4768.943359
	Iteration 70Q: 3 clusters Score -1682690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1682697.625000 Penalty: 4768.943359
	Iteration 71Q: 3 clusters Score -1682698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1682702.375000 Penalty: 4768.943359
	Iteration 72Q: 3 clusters Score -1682702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1682699.500000 Penalty: 4768.943359
	Iteration 73Q: 3 clusters Score -1682700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1682705.250000 Penalty: 4768.943359
	Iteration 74Q: 3 clusters Score -1682705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1682700.750000 Penalty: 4768.943359
	Iteration 75Q: 3 clusters Score -1682701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1682703.125000 Penalty: 4768.943359
	Iteration 76Q: 3 clusters Score -1682703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1682705.000000 Penalty: 4768.943359
	Iteration 77Q: 3 clusters Score -1682705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1682705.250000 Penalty: 4768.943359
	Iteration 78Q: 3 clusters Score -1682705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1682703.750000 Penalty: 4768.943359
	Iteration 79Q: 3 clusters Score -1682704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1682706.750000 Penalty: 4768.943359
	Iteration 80F: 3 clusters Score -1682707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1682710.250000 Penalty: 4768.943359
	Iteration 81Q: 3 clusters Score -1682710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1682710.750000 Penalty: 4768.943359
	Iteration 82Q: 3 clusters Score -1682711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1682712.125000 Penalty: 4768.943359
	Iteration 83Q: 3 clusters Score -1682712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1682710.875000 Penalty: 4768.943359
	Iteration 84Q: 3 clusters Score -1682711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1682713.750000 Penalty: 4768.943359
	Iteration 85Q: 3 clusters Score -1682714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1682713.875000 Penalty: 4768.943359
	Iteration 86Q: 3 clusters Score -1682714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1682714.125000 Penalty: 4768.943359
	Iteration 87Q: 3 clusters Score -1682714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1682715.875000 Penalty: 4768.943359
	Iteration 88Q: 3 clusters Score -1682716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1682715.750000 Penalty: 4768.943359
	Iteration 89Q: 3 clusters Score -1682716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1682718.000000 Penalty: 4768.943359
	Iteration 90Q: 3 clusters Score -1682718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1682717.250000 Penalty: 4768.943359
	Iteration 91Q: 3 clusters Score -1682717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1682718.375000 Penalty: 4768.943359
	Iteration 92Q: 3 clusters Score -1682718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1682716.875000 Penalty: 4768.943359
	Iteration 93Q: 3 clusters Score -1682717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1682719.500000 Penalty: 4768.943359
	Iteration 94Q: 3 clusters Score -1682720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1682721.625000 Penalty: 4768.943359
	Iteration 95Q: 3 clusters Score -1682722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1682719.500000 Penalty: 4768.943359
	Iteration 96Q: 3 clusters Score -1682720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1682720.750000 Penalty: 4768.943359
	Iteration 97Q: 3 clusters Score -1682721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1682721.750000 Penalty: 4768.943359
	Iteration 98Q: 3 clusters Score -1682722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1682722.625000 Penalty: 4768.943359
	Iteration 99Q: 3 clusters Score -1682723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1682723.125000 Penalty: 4768.943359
	Iteration 100F: 3 clusters Score -1682723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Entering Unmasked Estep 
Score: -7842408.500000 Penalty: 2751.227783
	Iteration 0F: 2 clusters Score -7842408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -7798418.000000 Penalty: 5502.455566
	Iteration 0F: 3 clusters Score -7798418 nChanged 30771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7815801.000000 Penalty: 5502.455566
	Iteration 1F: 3 clusters Score -7815801 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7816519.000000 Penalty: 5502.455566
	Iteration 2Q: 3 clusters Score -7816519 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -7817308.500000 Penalty: 5502.455566
	Iteration 3Q: 3 clusters Score -7817308 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -7818225.000000 Penalty: 5502.455566
	Iteration 4Q: 3 clusters Score -7818225 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -7819404.500000 Penalty: 5502.455566
	Iteration 5Q: 3 clusters Score -7819404 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7821141.000000 Penalty: 5502.455566
	Iteration 6F: 3 clusters Score -7821141 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7824069.500000 Penalty: 5502.455566
	Iteration 7F: 3 clusters Score -7824070 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -7828120.000000 Penalty: 5502.455566
	Iteration 8F: 3 clusters Score -7828120 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -7832501.500000 Penalty: 5502.455566
	Iteration 9F: 3 clusters Score -7832502 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7836245.500000 Penalty: 5502.455566
	Iteration 10F: 3 clusters Score -7836246 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7838632.000000 Penalty: 5502.455566
	Iteration 11Q: 3 clusters Score -7838632 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7839826.500000 Penalty: 5502.455566
	Iteration 12Q: 3 clusters Score -7839826 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7840411.000000 Penalty: 5502.455566
	Iteration 13Q: 3 clusters Score -7840411 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7840715.500000 Penalty: 5502.455566
	Iteration 14Q: 3 clusters Score -7840716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7840893.000000 Penalty: 5502.455566
	Iteration 15Q: 3 clusters Score -7840893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7840982.000000 Penalty: 5502.455566
	Iteration 16Q: 3 clusters Score -7840982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7841039.500000 Penalty: 5502.455566
	Iteration 17Q: 3 clusters Score -7841040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7841075.500000 Penalty: 5502.455566
	Iteration 18Q: 3 clusters Score -7841076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7841099.000000 Penalty: 5502.455566
	Iteration 19Q: 3 clusters Score -7841099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7841114.500000 Penalty: 5502.455566
	Iteration 20F: 3 clusters Score -7841114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7841130.500000 Penalty: 5502.455566
	Iteration 21Q: 3 clusters Score -7841130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7841151.500000 Penalty: 5502.455566
	Iteration 22Q: 3 clusters Score -7841152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7841159.500000 Penalty: 5502.455566
	Iteration 23Q: 3 clusters Score -7841160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7841169.500000 Penalty: 5502.455566
	Iteration 24Q: 3 clusters Score -7841170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7841174.500000 Penalty: 5502.455566
	Iteration 25Q: 3 clusters Score -7841174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7841171.500000 Penalty: 5502.455566
	Iteration 26Q: 3 clusters Score -7841172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7841183.000000 Penalty: 5502.455566
	Iteration 27Q: 3 clusters Score -7841183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7841201.500000 Penalty: 5502.455566
	Iteration 28Q: 3 clusters Score -7841202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7841203.500000 Penalty: 5502.455566
	Iteration 29Q: 3 clusters Score -7841204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7841209.000000 Penalty: 5502.455566
	Iteration 30Q: 3 clusters Score -7841209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7841206.000000 Penalty: 5502.455566
	Iteration 31Q: 3 clusters Score -7841206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7841227.000000 Penalty: 5502.455566
	Iteration 32Q: 3 clusters Score -7841227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7841251.000000 Penalty: 5502.455566
	Iteration 33Q: 3 clusters Score -7841251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7841278.000000 Penalty: 5502.455566
	Iteration 34Q: 3 clusters Score -7841278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7841298.000000 Penalty: 5502.455566
	Iteration 35Q: 3 clusters Score -7841298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7841293.000000 Penalty: 5502.455566
	Iteration 36Q: 3 clusters Score -7841293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7841309.500000 Penalty: 5502.455566
	Iteration 37Q: 3 clusters Score -7841310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7841309.000000 Penalty: 5502.455566
	Iteration 38Q: 3 clusters Score -7841309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7841311.500000 Penalty: 5502.455566
	Iteration 39Q: 3 clusters Score -7841312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7841309.500000 Penalty: 5502.455566
	Iteration 40F: 3 clusters Score -7841310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -322195.625000 Penalty: 2005.047852
	Iteration 0F: 2 clusters Score -322195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318864.375000 Penalty: 4010.095703
	Iteration 0F: 3 clusters Score -318864.4 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -319985.656250 Penalty: 4010.095703
	Iteration 1F: 3 clusters Score -319985.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -320651.250000 Penalty: 4010.095703
	Iteration 2F: 3 clusters Score -320651.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -321158.875000 Penalty: 4010.095703
	Iteration 3F: 3 clusters Score -321158.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -321390.968750 Penalty: 4010.095703
	Iteration 4F: 3 clusters Score -321391 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -321510.187500 Penalty: 4010.095703
	Iteration 5Q: 3 clusters Score -321510.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -321576.156250 Penalty: 4010.095703
	Iteration 6Q: 3 clusters Score -321576.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -321616.218750 Penalty: 4010.095703
	Iteration 7Q: 3 clusters Score -321616.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -321652.750000 Penalty: 4010.095703
	Iteration 8Q: 3 clusters Score -321652.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -321670.750000 Penalty: 4010.095703
	Iteration 9Q: 3 clusters Score -321670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -321682.156250 Penalty: 4010.095703
	Iteration 10Q: 3 clusters Score -321682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -321692.656250 Penalty: 4010.095703
	Iteration 11Q: 3 clusters Score -321692.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -321714.156250 Penalty: 4010.095703
	Iteration 12Q: 3 clusters Score -321714.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -321733.093750 Penalty: 4010.095703
	Iteration 13Q: 3 clusters Score -321733.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -321746.625000 Penalty: 4010.095703
	Iteration 14Q: 3 clusters Score -321746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -321754.156250 Penalty: 4010.095703
	Iteration 15Q: 3 clusters Score -321754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -321757.531250 Penalty: 4010.095703
	Iteration 16Q: 3 clusters Score -321757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -321760.718750 Penalty: 4010.095703
	Iteration 17Q: 3 clusters Score -321760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -321762.687500 Penalty: 4010.095703
	Iteration 18Q: 3 clusters Score -321762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -321763.000000 Penalty: 4010.095703
	Iteration 19Q: 3 clusters Score -321763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -321764.093750 Penalty: 4010.095703
	Iteration 20F: 3 clusters Score -321764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321765.656250 Penalty: 4010.095703
	Iteration 21Q: 3 clusters Score -321765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -321767.343750 Penalty: 4010.095703
	Iteration 22Q: 3 clusters Score -321767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -321768.000000 Penalty: 4010.095703
	Iteration 23Q: 3 clusters Score -321768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -321768.625000 Penalty: 4010.095703
	Iteration 24Q: 3 clusters Score -321768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -321768.625000 Penalty: 4010.095703
	Iteration 25F: 3 clusters Score -321768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1033180.625000 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -1033181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1026328.437500 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -1026328 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1028298.500000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -1028298 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1028601.312500 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -1028601 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1028799.125000 Penalty: 4504.020996
	Iteration 3Q: 3 clusters Score -1028799 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1028966.000000 Penalty: 4504.020996
	Iteration 4Q: 3 clusters Score -1028966 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1029145.062500 Penalty: 4504.020996
	Iteration 5Q: 3 clusters Score -1029145 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1029335.625000 Penalty: 4504.020996
	Iteration 6Q: 3 clusters Score -1029336 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1029574.125000 Penalty: 4504.020996
	Iteration 7Q: 3 clusters Score -1029574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1029832.750000 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -1029833 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1030091.562500 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -1030092 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1030368.187500 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -1030368 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1030670.250000 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -1030670 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1030942.562500 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -1030943 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1031167.312500 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -1031167 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1031370.812500 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -1031371 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1031525.250000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -1031525 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1031651.437500 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -1031651 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1031768.250000 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -1031768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1031865.500000 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -1031866 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1031977.000000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -1031977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1032054.187500 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -1032054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1032124.937500 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -1032125 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1032176.562500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -1032177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1032208.875000 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -1032209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1032235.250000 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -1032235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1032252.375000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -1032252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1032266.687500 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -1032267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1032276.437500 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -1032276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1032283.250000 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -1032283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1032288.312500 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -1032288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1032292.312500 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -1032292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1032299.812500 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -1032300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1032305.687500 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -1032306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1032309.437500 Penalty: 4504.020996
	Iteration 33Q: 3 clusters Score -1032309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1032312.312500 Penalty: 4504.020996
	Iteration 34Q: 3 clusters Score -1032312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1032316.187500 Penalty: 4504.020996
	Iteration 35Q: 3 clusters Score -1032316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1032318.562500 Penalty: 4504.020996
	Iteration 36Q: 3 clusters Score -1032319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1032322.250000 Penalty: 4504.020996
	Iteration 37Q: 3 clusters Score -1032322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1032323.750000 Penalty: 4504.020996
	Iteration 38Q: 3 clusters Score -1032324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1032323.750000 Penalty: 4504.020996
	Iteration 39Q: 3 clusters Score -1032324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1032323.125000 Penalty: 4504.020996
	Iteration 40F: 3 clusters Score -1032323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1032324.437500 Penalty: 4504.020996
	Iteration 41Q: 3 clusters Score -1032324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1032324.187500 Penalty: 4504.020996
	Iteration 42Q: 3 clusters Score -1032324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1032327.562500 Penalty: 4504.020996
	Iteration 43Q: 3 clusters Score -1032328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1032330.750000 Penalty: 4504.020996
	Iteration 44Q: 3 clusters Score -1032331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1032331.062500 Penalty: 4504.020996
	Iteration 45Q: 3 clusters Score -1032331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1032330.062500 Penalty: 4504.020996
	Iteration 46Q: 3 clusters Score -1032330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1032328.562500 Penalty: 4504.020996
	Iteration 47Q: 3 clusters Score -1032329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1032328.562500 Penalty: 4504.020996
	Iteration 48F: 3 clusters Score -1032329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -311380.906250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -311380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -308189.218750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -308189.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -309007.687500 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -309007.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -309341.968750 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -309342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -309621.656250 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -309621.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -309866.968750 Penalty: 3956.220947
	Iteration 4F: 3 clusters Score -309867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -310067.531250 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -310067.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -310220.125000 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -310220.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -310334.593750 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -310334.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -310414.593750 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -310414.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -310464.531250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -310464.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -310497.187500 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -310497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -310515.125000 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -310515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -310523.468750 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -310523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -310527.218750 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -310527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -310531.968750 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -310532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -310534.625000 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -310534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -310536.156250 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -310536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -310536.906250 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -310536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -310538.093750 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -310538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -310540.468750 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -310540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -310543.593750 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -310543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -310545.406250 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -310545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -310545.406250 Penalty: 3956.220947
	Iteration 22F: 3 clusters Score -310545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Entering Unmasked Estep 
Score: -1411660.625000 Penalty: 2343.245117
	Iteration 0F: 2 clusters Score -1411661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1402323.500000 Penalty: 4686.490234
	Iteration 0F: 3 clusters Score -1402324 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1405378.500000 Penalty: 4686.490234
	Iteration 1F: 3 clusters Score -1405378 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1405964.000000 Penalty: 4686.490234
	Iteration 2F: 3 clusters Score -1405964 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1406588.250000 Penalty: 4686.490234
	Iteration 3F: 3 clusters Score -1406588 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1407181.500000 Penalty: 4686.490234
	Iteration 4F: 3 clusters Score -1407182 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1407701.625000 Penalty: 4686.490234
	Iteration 5F: 3 clusters Score -1407702 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1408188.375000 Penalty: 4686.490234
	Iteration 6F: 3 clusters Score -1408188 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1408597.000000 Penalty: 4686.490234
	Iteration 7F: 3 clusters Score -1408597 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1408908.750000 Penalty: 4686.490234
	Iteration 8Q: 3 clusters Score -1408909 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1409140.000000 Penalty: 4686.490234
	Iteration 9Q: 3 clusters Score -1409140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1409311.125000 Penalty: 4686.490234
	Iteration 10Q: 3 clusters Score -1409311 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1409436.500000 Penalty: 4686.490234
	Iteration 11Q: 3 clusters Score -1409436 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1409541.875000 Penalty: 4686.490234
	Iteration 12Q: 3 clusters Score -1409542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1409616.750000 Penalty: 4686.490234
	Iteration 13Q: 3 clusters Score -1409617 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1409669.125000 Penalty: 4686.490234
	Iteration 14Q: 3 clusters Score -1409669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1409711.375000 Penalty: 4686.490234
	Iteration 15Q: 3 clusters Score -1409711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1409742.500000 Penalty: 4686.490234
	Iteration 16Q: 3 clusters Score -1409742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1409772.625000 Penalty: 4686.490234
	Iteration 17Q: 3 clusters Score -1409773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1409800.875000 Penalty: 4686.490234
	Iteration 18Q: 3 clusters Score -1409801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1409816.875000 Penalty: 4686.490234
	Iteration 19Q: 3 clusters Score -1409817 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1409834.125000 Penalty: 4686.490234
	Iteration 20F: 3 clusters Score -1409834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1409851.125000 Penalty: 4686.490234
	Iteration 21Q: 3 clusters Score -1409851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1409868.500000 Penalty: 4686.490234
	Iteration 22Q: 3 clusters Score -1409868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1409876.625000 Penalty: 4686.490234
	Iteration 23Q: 3 clusters Score -1409877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1409888.500000 Penalty: 4686.490234
	Iteration 24Q: 3 clusters Score -1409888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1409891.000000 Penalty: 4686.490234
	Iteration 25Q: 3 clusters Score -1409891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1409898.250000 Penalty: 4686.490234
	Iteration 26Q: 3 clusters Score -1409898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1409899.750000 Penalty: 4686.490234
	Iteration 27Q: 3 clusters Score -1409900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1409906.500000 Penalty: 4686.490234
	Iteration 28Q: 3 clusters Score -1409906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1409912.875000 Penalty: 4686.490234
	Iteration 29Q: 3 clusters Score -1409913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1409918.000000 Penalty: 4686.490234
	Iteration 30Q: 3 clusters Score -1409918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1409925.625000 Penalty: 4686.490234
	Iteration 31Q: 3 clusters Score -1409926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1409939.750000 Penalty: 4686.490234
	Iteration 32Q: 3 clusters Score -1409940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1409959.125000 Penalty: 4686.490234
	Iteration 33Q: 3 clusters Score -1409959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1409980.125000 Penalty: 4686.490234
	Iteration 34Q: 3 clusters Score -1409980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1409992.375000 Penalty: 4686.490234
	Iteration 35Q: 3 clusters Score -1409992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1410005.500000 Penalty: 4686.490234
	Iteration 36Q: 3 clusters Score -1410006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1410012.250000 Penalty: 4686.490234
	Iteration 37Q: 3 clusters Score -1410012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1410023.000000 Penalty: 4686.490234
	Iteration 38Q: 3 clusters Score -1410023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1410033.125000 Penalty: 4686.490234
	Iteration 39Q: 3 clusters Score -1410033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1410040.000000 Penalty: 4686.490234
	Iteration 40F: 3 clusters Score -1410040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1410052.375000 Penalty: 4686.490234
	Iteration 41Q: 3 clusters Score -1410052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1410064.125000 Penalty: 4686.490234
	Iteration 42Q: 3 clusters Score -1410064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1410079.250000 Penalty: 4686.490234
	Iteration 43Q: 3 clusters Score -1410079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1410098.125000 Penalty: 4686.490234
	Iteration 44Q: 3 clusters Score -1410098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1410107.750000 Penalty: 4686.490234
	Iteration 45Q: 3 clusters Score -1410108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1410125.500000 Penalty: 4686.490234
	Iteration 46Q: 3 clusters Score -1410126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1410149.250000 Penalty: 4686.490234
	Iteration 47Q: 3 clusters Score -1410149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1410160.625000 Penalty: 4686.490234
	Iteration 48Q: 3 clusters Score -1410161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1410173.750000 Penalty: 4686.490234
	Iteration 49Q: 3 clusters Score -1410174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1410198.500000 Penalty: 4686.490234
	Iteration 50Q: 3 clusters Score -1410198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1410206.375000 Penalty: 4686.490234
	Iteration 51Q: 3 clusters Score -1410206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1410218.500000 Penalty: 4686.490234
	Iteration 52Q: 3 clusters Score -1410218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1410236.625000 Penalty: 4686.490234
	Iteration 53Q: 3 clusters Score -1410237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1410255.750000 Penalty: 4686.490234
	Iteration 54Q: 3 clusters Score -1410256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1410284.125000 Penalty: 4686.490234
	Iteration 55Q: 3 clusters Score -1410284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1410319.250000 Penalty: 4686.490234
	Iteration 56Q: 3 clusters Score -1410319 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1410369.375000 Penalty: 4686.490234
	Iteration 57Q: 3 clusters Score -1410369 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1410404.625000 Penalty: 4686.490234
	Iteration 58Q: 3 clusters Score -1410405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1410452.250000 Penalty: 4686.490234
	Iteration 59Q: 3 clusters Score -1410452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1410494.000000 Penalty: 4686.490234
	Iteration 60F: 3 clusters Score -1410494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1410529.000000 Penalty: 4686.490234
	Iteration 61Q: 3 clusters Score -1410529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1410554.250000 Penalty: 4686.490234
	Iteration 62Q: 3 clusters Score -1410554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1410586.000000 Penalty: 4686.490234
	Iteration 63Q: 3 clusters Score -1410586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1410609.375000 Penalty: 4686.490234
	Iteration 64Q: 3 clusters Score -1410609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1410634.625000 Penalty: 4686.490234
	Iteration 65Q: 3 clusters Score -1410635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1410645.250000 Penalty: 4686.490234
	Iteration 66Q: 3 clusters Score -1410645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1410654.875000 Penalty: 4686.490234
	Iteration 67Q: 3 clusters Score -1410655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1410667.750000 Penalty: 4686.490234
	Iteration 68Q: 3 clusters Score -1410668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1410673.875000 Penalty: 4686.490234
	Iteration 69Q: 3 clusters Score -1410674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1410681.500000 Penalty: 4686.490234
	Iteration 70Q: 3 clusters Score -1410682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1410687.625000 Penalty: 4686.490234
	Iteration 71Q: 3 clusters Score -1410688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1410693.625000 Penalty: 4686.490234
	Iteration 72Q: 3 clusters Score -1410694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1410701.875000 Penalty: 4686.490234
	Iteration 73Q: 3 clusters Score -1410702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1410706.750000 Penalty: 4686.490234
	Iteration 74Q: 3 clusters Score -1410707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1410709.250000 Penalty: 4686.490234
	Iteration 75Q: 3 clusters Score -1410709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1410710.000000 Penalty: 4686.490234
	Iteration 76Q: 3 clusters Score -1410710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1410715.250000 Penalty: 4686.490234
	Iteration 77Q: 3 clusters Score -1410715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1410718.000000 Penalty: 4686.490234
	Iteration 78Q: 3 clusters Score -1410718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1410717.875000 Penalty: 4686.490234
	Iteration 79Q: 3 clusters Score -1410718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1410722.250000 Penalty: 4686.490234
	Iteration 80F: 3 clusters Score -1410722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1410719.625000 Penalty: 4686.490234
	Iteration 81Q: 3 clusters Score -1410720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1410724.125000 Penalty: 4686.490234
	Iteration 82Q: 3 clusters Score -1410724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1410727.625000 Penalty: 4686.490234
	Iteration 83Q: 3 clusters Score -1410728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1410726.125000 Penalty: 4686.490234
	Iteration 84Q: 3 clusters Score -1410726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1410726.625000 Penalty: 4686.490234
	Iteration 85Q: 3 clusters Score -1410727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1410726.625000 Penalty: 4686.490234
	Iteration 86Q: 3 clusters Score -1410727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1410729.250000 Penalty: 4686.490234
	Iteration 87Q: 3 clusters Score -1410729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1410732.000000 Penalty: 4686.490234
	Iteration 88Q: 3 clusters Score -1410732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1410730.625000 Penalty: 4686.490234
	Iteration 89Q: 3 clusters Score -1410731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1410732.250000 Penalty: 4686.490234
	Iteration 90Q: 3 clusters Score -1410732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1410733.125000 Penalty: 4686.490234
	Iteration 91Q: 3 clusters Score -1410733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1410737.875000 Penalty: 4686.490234
	Iteration 92Q: 3 clusters Score -1410738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1410739.375000 Penalty: 4686.490234
	Iteration 93Q: 3 clusters Score -1410739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1410739.000000 Penalty: 4686.490234
	Iteration 94Q: 3 clusters Score -1410739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1410741.750000 Penalty: 4686.490234
	Iteration 95Q: 3 clusters Score -1410742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1410742.250000 Penalty: 4686.490234
	Iteration 96Q: 3 clusters Score -1410742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1410740.625000 Penalty: 4686.490234
	Iteration 97Q: 3 clusters Score -1410741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1410742.875000 Penalty: 4686.490234
	Iteration 98Q: 3 clusters Score -1410743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1410740.125000 Penalty: 4686.490234
	Iteration 99Q: 3 clusters Score -1410740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1410740.875000 Penalty: 4686.490234
	Iteration 100F: 3 clusters Score -1410741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Entering Unmasked Estep 
Score: -8533290.000000 Penalty: 2771.438721
	Iteration 0F: 2 clusters Score -8533290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8485515.000000 Penalty: 5542.877441
	Iteration 0F: 3 clusters Score -8485515 nChanged 33425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8504490.000000 Penalty: 5542.877441
	Iteration 1F: 3 clusters Score -8504490 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8505219.000000 Penalty: 5542.877441
	Iteration 2Q: 3 clusters Score -8505219 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8506039.000000 Penalty: 5542.877441
	Iteration 3Q: 3 clusters Score -8506039 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -8507029.000000 Penalty: 5542.877441
	Iteration 4Q: 3 clusters Score -8507029 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -8508372.000000 Penalty: 5542.877441
	Iteration 5Q: 3 clusters Score -8508372 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -8510473.000000 Penalty: 5542.877441
	Iteration 6F: 3 clusters Score -8510473 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -8513512.000000 Penalty: 5542.877441
	Iteration 7F: 3 clusters Score -8513512 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -8517766.000000 Penalty: 5542.877441
	Iteration 8F: 3 clusters Score -8517766 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8522441.000000 Penalty: 5542.877441
	Iteration 9F: 3 clusters Score -8522441 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -8526174.000000 Penalty: 5542.877441
	Iteration 10F: 3 clusters Score -8526174 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8528512.000000 Penalty: 5542.877441
	Iteration 11Q: 3 clusters Score -8528512 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8529755.000000 Penalty: 5542.877441
	Iteration 12Q: 3 clusters Score -8529755 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8530299.000000 Penalty: 5542.877441
	Iteration 13Q: 3 clusters Score -8530299 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8530535.000000 Penalty: 5542.877441
	Iteration 14Q: 3 clusters Score -8530535 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8530690.000000 Penalty: 5542.877441
	Iteration 15Q: 3 clusters Score -8530690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8530794.000000 Penalty: 5542.877441
	Iteration 16Q: 3 clusters Score -8530794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8530865.000000 Penalty: 5542.877441
	Iteration 17Q: 3 clusters Score -8530865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8530902.000000 Penalty: 5542.877441
	Iteration 18Q: 3 clusters Score -8530902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8530955.000000 Penalty: 5542.877441
	Iteration 19Q: 3 clusters Score -8530955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8531005.000000 Penalty: 5542.877441
	Iteration 20F: 3 clusters Score -8531005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8531037.000000 Penalty: 5542.877441
	Iteration 21Q: 3 clusters Score -8531037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8531069.000000 Penalty: 5542.877441
	Iteration 22Q: 3 clusters Score -8531069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8531089.000000 Penalty: 5542.877441
	Iteration 23Q: 3 clusters Score -8531089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8531094.000000 Penalty: 5542.877441
	Iteration 24Q: 3 clusters Score -8531094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8531095.000000 Penalty: 5542.877441
	Iteration 25Q: 3 clusters Score -8531095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8531103.000000 Penalty: 5542.877441
	Iteration 26Q: 3 clusters Score -8531103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8531107.000000 Penalty: 5542.877441
	Iteration 27Q: 3 clusters Score -8531107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8531111.000000 Penalty: 5542.877441
	Iteration 28Q: 3 clusters Score -8531111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8531107.000000 Penalty: 5542.877441
	Iteration 29Q: 3 clusters Score -8531107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8531113.000000 Penalty: 5542.877441
	Iteration 30Q: 3 clusters Score -8531113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8531113.000000 Penalty: 5542.877441
	Iteration 31Q: 3 clusters Score -8531113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8531114.000000 Penalty: 5542.877441
	Iteration 32Q: 3 clusters Score -8531114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8531111.000000 Penalty: 5542.877441
	Iteration 33Q: 3 clusters Score -8531111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8531111.000000 Penalty: 5542.877441
	Iteration 34F: 3 clusters Score -8531111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -180078.359375 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -180078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -177702.859375 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -177702.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -178128.796875 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -178128.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178309.328125 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -178309.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178405.390625 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -178405.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178447.296875 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -178447.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178479.468750 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -178479.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178508.343750 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -178508.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178533.593750 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -178533.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178550.328125 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -178550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178568.390625 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -178568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178574.296875 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -178574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178577.437500 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -178577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178585.140625 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -178585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178592.828125 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -178592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -178598.093750 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -178598.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178605.843750 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -178605.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178611.984375 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -178612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178622.187500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -178622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -178634.281250 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -178634.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -178649.406250 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -178649.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178665.921875 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -178665.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178677.500000 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -178677.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178691.593750 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -178691.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -178703.171875 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -178703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -178726.984375 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -178727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -178741.343750 Penalty: 3695.239502
	Iteration 25Q: 3 clusters Score -178741.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178757.234375 Penalty: 3695.239502
	Iteration 26Q: 3 clusters Score -178757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178780.218750 Penalty: 3695.239502
	Iteration 27Q: 3 clusters Score -178780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -178808.000000 Penalty: 3695.239502
	Iteration 28Q: 3 clusters Score -178808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -178842.265625 Penalty: 3695.239502
	Iteration 29Q: 3 clusters Score -178842.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -178871.468750 Penalty: 3695.239502
	Iteration 30Q: 3 clusters Score -178871.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -178930.187500 Penalty: 3695.239502
	Iteration 31Q: 3 clusters Score -178930.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -179019.750000 Penalty: 3695.239502
	Iteration 32Q: 3 clusters Score -179019.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -179100.671875 Penalty: 3695.239502
	Iteration 33Q: 3 clusters Score -179100.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -179170.187500 Penalty: 3695.239502
	Iteration 34Q: 3 clusters Score -179170.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -179222.453125 Penalty: 3695.239502
	Iteration 35Q: 3 clusters Score -179222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -179254.609375 Penalty: 3695.239502
	Iteration 36Q: 3 clusters Score -179254.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -179278.906250 Penalty: 3695.239502
	Iteration 37Q: 3 clusters Score -179278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -179290.734375 Penalty: 3695.239502
	Iteration 38Q: 3 clusters Score -179290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -179305.671875 Penalty: 3695.239502
	Iteration 39Q: 3 clusters Score -179305.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -179393.296875 Penalty: 3695.239502
	Iteration 40F: 3 clusters Score -179393.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -179467.765625 Penalty: 3695.239502
	Iteration 41Q: 3 clusters Score -179467.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -179502.375000 Penalty: 3695.239502
	Iteration 42Q: 3 clusters Score -179502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -179521.812500 Penalty: 3695.239502
	Iteration 43Q: 3 clusters Score -179521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -179550.125000 Penalty: 3695.239502
	Iteration 44Q: 3 clusters Score -179550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -179572.734375 Penalty: 3695.239502
	Iteration 45Q: 3 clusters Score -179572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -179583.843750 Penalty: 3695.239502
	Iteration 46Q: 3 clusters Score -179583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -179589.406250 Penalty: 3695.239502
	Iteration 47Q: 3 clusters Score -179589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -179592.328125 Penalty: 3695.239502
	Iteration 48Q: 3 clusters Score -179592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -179595.578125 Penalty: 3695.239502
	Iteration 49Q: 3 clusters Score -179595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -179597.031250 Penalty: 3695.239502
	Iteration 50Q: 3 clusters Score -179597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -179599.281250 Penalty: 3695.239502
	Iteration 51Q: 3 clusters Score -179599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -179600.468750 Penalty: 3695.239502
	Iteration 52Q: 3 clusters Score -179600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -179603.515625 Penalty: 3695.239502
	Iteration 53Q: 3 clusters Score -179603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -179605.375000 Penalty: 3695.239502
	Iteration 54Q: 3 clusters Score -179605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -179606.218750 Penalty: 3695.239502
	Iteration 55Q: 3 clusters Score -179606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -179609.625000 Penalty: 3695.239502
	Iteration 56Q: 3 clusters Score -179609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -179617.515625 Penalty: 3695.239502
	Iteration 57Q: 3 clusters Score -179617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -179622.906250 Penalty: 3695.239502
	Iteration 58Q: 3 clusters Score -179622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -179623.937500 Penalty: 3695.239502
	Iteration 59Q: 3 clusters Score -179623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -179626.593750 Penalty: 3695.239502
	Iteration 60F: 3 clusters Score -179626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Entering Unmasked Estep 
Score: -9369571.000000 Penalty: 2792.155273
	Iteration 0F: 2 clusters Score -9369571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -9317502.000000 Penalty: 5584.310547
	Iteration 0F: 3 clusters Score -9317502 nChanged 36460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -9337800.000000 Penalty: 5584.310547
	Iteration 1F: 3 clusters Score -9337800 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -9338492.000000 Penalty: 5584.310547
	Iteration 2Q: 3 clusters Score -9338492 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -9339356.000000 Penalty: 5584.310547
	Iteration 3Q: 3 clusters Score -9339356 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -9340529.000000 Penalty: 5584.310547
	Iteration 4Q: 3 clusters Score -9340529 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -9342463.000000 Penalty: 5584.310547
	Iteration 5F: 3 clusters Score -9342463 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -9345761.000000 Penalty: 5584.310547
	Iteration 6F: 3 clusters Score -9345761 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -9350788.000000 Penalty: 5584.310547
	Iteration 7F: 3 clusters Score -9350788 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -9356856.000000 Penalty: 5584.310547
	Iteration 8F: 3 clusters Score -9356856 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -9361818.000000 Penalty: 5584.310547
	Iteration 9F: 3 clusters Score -9361818 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -9364882.000000 Penalty: 5584.310547
	Iteration 10Q: 3 clusters Score -9364882 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -9366247.000000 Penalty: 5584.310547
	Iteration 11Q: 3 clusters Score -9366247 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -9366735.000000 Penalty: 5584.310547
	Iteration 12Q: 3 clusters Score -9366735 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -9366970.000000 Penalty: 5584.310547
	Iteration 13Q: 3 clusters Score -9366970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -9367056.000000 Penalty: 5584.310547
	Iteration 14Q: 3 clusters Score -9367056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -9367103.000000 Penalty: 5584.310547
	Iteration 15Q: 3 clusters Score -9367103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -9367143.000000 Penalty: 5584.310547
	Iteration 16Q: 3 clusters Score -9367143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -9367162.000000 Penalty: 5584.310547
	Iteration 17Q: 3 clusters Score -9367162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9367175.000000 Penalty: 5584.310547
	Iteration 18Q: 3 clusters Score -9367175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -9367170.000000 Penalty: 5584.310547
	Iteration 19Q: 3 clusters Score -9367170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -9367177.000000 Penalty: 5584.310547
	Iteration 20F: 3 clusters Score -9367177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -9367183.000000 Penalty: 5584.310547
	Iteration 21Q: 3 clusters Score -9367183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -9367187.000000 Penalty: 5584.310547
	Iteration 22Q: 3 clusters Score -9367187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9367181.000000 Penalty: 5584.310547
	Iteration 23Q: 3 clusters Score -9367181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -9367198.000000 Penalty: 5584.310547
	Iteration 24Q: 3 clusters Score -9367198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -9367195.000000 Penalty: 5584.310547
	Iteration 25Q: 3 clusters Score -9367195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9367200.000000 Penalty: 5584.310547
	Iteration 26Q: 3 clusters Score -9367200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -9367204.000000 Penalty: 5584.310547
	Iteration 27Q: 3 clusters Score -9367204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9367207.000000 Penalty: 5584.310547
	Iteration 28Q: 3 clusters Score -9367207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9367203.000000 Penalty: 5584.310547
	Iteration 29Q: 3 clusters Score -9367203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9367203.000000 Penalty: 5584.310547
	Iteration 30F: 3 clusters Score -9367203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -957711.875000 Penalty: 2235.552734
	Iteration 0F: 2 clusters Score -957711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -951161.937500 Penalty: 4471.105469
	Iteration 0F: 3 clusters Score -951161.9 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -953059.000000 Penalty: 4471.105469
	Iteration 1F: 3 clusters Score -953059 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -953328.187500 Penalty: 4471.105469
	Iteration 2F: 3 clusters Score -953328.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -953521.312500 Penalty: 4471.105469
	Iteration 3Q: 3 clusters Score -953521.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -953682.187500 Penalty: 4471.105469
	Iteration 4Q: 3 clusters Score -953682.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -953837.125000 Penalty: 4471.105469
	Iteration 5Q: 3 clusters Score -953837.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -953986.187500 Penalty: 4471.105469
	Iteration 6Q: 3 clusters Score -953986.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -954150.500000 Penalty: 4471.105469
	Iteration 7Q: 3 clusters Score -954150.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -954336.937500 Penalty: 4471.105469
	Iteration 8Q: 3 clusters Score -954336.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -954576.187500 Penalty: 4471.105469
	Iteration 9Q: 3 clusters Score -954576.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -954818.562500 Penalty: 4471.105469
	Iteration 10Q: 3 clusters Score -954818.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -955019.500000 Penalty: 4471.105469
	Iteration 11Q: 3 clusters Score -955019.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -955181.875000 Penalty: 4471.105469
	Iteration 12Q: 3 clusters Score -955181.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -955303.312500 Penalty: 4471.105469
	Iteration 13Q: 3 clusters Score -955303.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -955389.437500 Penalty: 4471.105469
	Iteration 14Q: 3 clusters Score -955389.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -955446.375000 Penalty: 4471.105469
	Iteration 15Q: 3 clusters Score -955446.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -955490.750000 Penalty: 4471.105469
	Iteration 16Q: 3 clusters Score -955490.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -955542.625000 Penalty: 4471.105469
	Iteration 17Q: 3 clusters Score -955542.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -955572.750000 Penalty: 4471.105469
	Iteration 18Q: 3 clusters Score -955572.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -955603.000000 Penalty: 4471.105469
	Iteration 19Q: 3 clusters Score -955603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -955624.812500 Penalty: 4471.105469
	Iteration 20F: 3 clusters Score -955624.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -955644.562500 Penalty: 4471.105469
	Iteration 21Q: 3 clusters Score -955644.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -955664.375000 Penalty: 4471.105469
	Iteration 22Q: 3 clusters Score -955664.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -955687.500000 Penalty: 4471.105469
	Iteration 23Q: 3 clusters Score -955687.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -955711.500000 Penalty: 4471.105469
	Iteration 24Q: 3 clusters Score -955711.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -955730.687500 Penalty: 4471.105469
	Iteration 25Q: 3 clusters Score -955730.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -955753.250000 Penalty: 4471.105469
	Iteration 26Q: 3 clusters Score -955753.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -955772.250000 Penalty: 4471.105469
	Iteration 27Q: 3 clusters Score -955772.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -955789.000000 Penalty: 4471.105469
	Iteration 28Q: 3 clusters Score -955789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -955808.937500 Penalty: 4471.105469
	Iteration 29Q: 3 clusters Score -955808.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -955822.687500 Penalty: 4471.105469
	Iteration 30Q: 3 clusters Score -955822.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -955831.375000 Penalty: 4471.105469
	Iteration 31Q: 3 clusters Score -955831.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -955839.062500 Penalty: 4471.105469
	Iteration 32Q: 3 clusters Score -955839.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -955848.187500 Penalty: 4471.105469
	Iteration 33Q: 3 clusters Score -955848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -955855.125000 Penalty: 4471.105469
	Iteration 34Q: 3 clusters Score -955855.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -955858.000000 Penalty: 4471.105469
	Iteration 35Q: 3 clusters Score -955858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -955862.125000 Penalty: 4471.105469
	Iteration 36Q: 3 clusters Score -955862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -955862.937500 Penalty: 4471.105469
	Iteration 37Q: 3 clusters Score -955862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -955863.000000 Penalty: 4471.105469
	Iteration 38Q: 3 clusters Score -955863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -955867.687500 Penalty: 4471.105469
	Iteration 39Q: 3 clusters Score -955867.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -955873.062500 Penalty: 4471.105469
	Iteration 40F: 3 clusters Score -955873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -955871.000000 Penalty: 4471.105469
	Iteration 41Q: 3 clusters Score -955871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -955877.187500 Penalty: 4471.105469
	Iteration 42Q: 3 clusters Score -955877.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -955881.875000 Penalty: 4471.105469
	Iteration 43Q: 3 clusters Score -955881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -955883.437500 Penalty: 4471.105469
	Iteration 44Q: 3 clusters Score -955883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -955884.000000 Penalty: 4471.105469
	Iteration 45Q: 3 clusters Score -955884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -955886.000000 Penalty: 4471.105469
	Iteration 46Q: 3 clusters Score -955886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -955888.750000 Penalty: 4471.105469
	Iteration 47Q: 3 clusters Score -955888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -955891.437500 Penalty: 4471.105469
	Iteration 48Q: 3 clusters Score -955891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -955892.187500 Penalty: 4471.105469
	Iteration 49Q: 3 clusters Score -955892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -955895.250000 Penalty: 4471.105469
	Iteration 50Q: 3 clusters Score -955895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -955899.875000 Penalty: 4471.105469
	Iteration 51Q: 3 clusters Score -955899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -955904.062500 Penalty: 4471.105469
	Iteration 52Q: 3 clusters Score -955904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -955907.187500 Penalty: 4471.105469
	Iteration 53Q: 3 clusters Score -955907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -955909.125000 Penalty: 4471.105469
	Iteration 54Q: 3 clusters Score -955909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -955911.250000 Penalty: 4471.105469
	Iteration 55Q: 3 clusters Score -955911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -955915.250000 Penalty: 4471.105469
	Iteration 56Q: 3 clusters Score -955915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -955915.875000 Penalty: 4471.105469
	Iteration 57Q: 3 clusters Score -955915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -955916.625000 Penalty: 4471.105469
	Iteration 58Q: 3 clusters Score -955916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -955917.375000 Penalty: 4471.105469
	Iteration 59Q: 3 clusters Score -955917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -955921.187500 Penalty: 4471.105469
	Iteration 60F: 3 clusters Score -955921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -955922.750000 Penalty: 4471.105469
	Iteration 61Q: 3 clusters Score -955922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -955922.500000 Penalty: 4471.105469
	Iteration 62Q: 3 clusters Score -955922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -955921.812500 Penalty: 4471.105469
	Iteration 63Q: 3 clusters Score -955921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -955920.812500 Penalty: 4471.105469
	Iteration 64Q: 3 clusters Score -955920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -955921.812500 Penalty: 4471.105469
	Iteration 65Q: 3 clusters Score -955921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -955922.187500 Penalty: 4471.105469
	Iteration 66Q: 3 clusters Score -955922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -955925.625000 Penalty: 4471.105469
	Iteration 67Q: 3 clusters Score -955925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -955925.937500 Penalty: 4471.105469
	Iteration 68Q: 3 clusters Score -955925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -955926.062500 Penalty: 4471.105469
	Iteration 69Q: 3 clusters Score -955926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -955927.500000 Penalty: 4471.105469
	Iteration 70Q: 3 clusters Score -955927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -955927.250000 Penalty: 4471.105469
	Iteration 71Q: 3 clusters Score -955927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -955930.000000 Penalty: 4471.105469
	Iteration 72Q: 3 clusters Score -955930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -955930.375000 Penalty: 4471.105469
	Iteration 73Q: 3 clusters Score -955930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -955932.562500 Penalty: 4471.105469
	Iteration 74Q: 3 clusters Score -955932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -955936.000000 Penalty: 4471.105469
	Iteration 75Q: 3 clusters Score -955936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -955937.312500 Penalty: 4471.105469
	Iteration 76Q: 3 clusters Score -955937.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -955939.812500 Penalty: 4471.105469
	Iteration 77Q: 3 clusters Score -955939.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -955943.437500 Penalty: 4471.105469
	Iteration 78Q: 3 clusters Score -955943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -955944.562500 Penalty: 4471.105469
	Iteration 79Q: 3 clusters Score -955944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -955946.937500 Penalty: 4471.105469
	Iteration 80F: 3 clusters Score -955946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -955951.125000 Penalty: 4471.105469
	Iteration 81Q: 3 clusters Score -955951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -955954.875000 Penalty: 4471.105469
	Iteration 82Q: 3 clusters Score -955954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -955955.000000 Penalty: 4471.105469
	Iteration 83Q: 3 clusters Score -955955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -955957.375000 Penalty: 4471.105469
	Iteration 84Q: 3 clusters Score -955957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -955960.687500 Penalty: 4471.105469
	Iteration 85Q: 3 clusters Score -955960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -955964.125000 Penalty: 4471.105469
	Iteration 86Q: 3 clusters Score -955964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -955969.125000 Penalty: 4471.105469
	Iteration 87Q: 3 clusters Score -955969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -955973.125000 Penalty: 4471.105469
	Iteration 88Q: 3 clusters Score -955973.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -955978.500000 Penalty: 4471.105469
	Iteration 89Q: 3 clusters Score -955978.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -955983.187500 Penalty: 4471.105469
	Iteration 90Q: 3 clusters Score -955983.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -955988.375000 Penalty: 4471.105469
	Iteration 91Q: 3 clusters Score -955988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -955990.625000 Penalty: 4471.105469
	Iteration 92Q: 3 clusters Score -955990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -955991.812500 Penalty: 4471.105469
	Iteration 93Q: 3 clusters Score -955991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -955992.312500 Penalty: 4471.105469
	Iteration 94Q: 3 clusters Score -955992.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -955996.500000 Penalty: 4471.105469
	Iteration 95Q: 3 clusters Score -955996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -955999.375000 Penalty: 4471.105469
	Iteration 96Q: 3 clusters Score -955999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -956000.250000 Penalty: 4471.105469
	Iteration 97Q: 3 clusters Score -956000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -956001.250000 Penalty: 4471.105469
	Iteration 98Q: 3 clusters Score -956001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -956003.375000 Penalty: 4471.105469
	Iteration 99Q: 3 clusters Score -956003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -956005.187500 Penalty: 4471.105469
	Iteration 100F: 3 clusters Score -956005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -956006.062500 Penalty: 4471.105469
	Iteration 101Q: 3 clusters Score -956006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -956007.687500 Penalty: 4471.105469
	Iteration 102Q: 3 clusters Score -956007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -956008.812500 Penalty: 4471.105469
	Iteration 103Q: 3 clusters Score -956008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -956008.125000 Penalty: 4471.105469
	Iteration 104Q: 3 clusters Score -956008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -956007.375000 Penalty: 4471.105469
	Iteration 105Q: 3 clusters Score -956007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -956007.375000 Penalty: 4471.105469
	Iteration 106F: 3 clusters Score -956007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -554248.500000 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -554248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -549836.062500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -549836.1 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -550925.250000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -550925.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -551220.812500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -551220.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -551411.312500 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -551411.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -551549.187500 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -551549.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -551663.937500 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -551663.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -551749.062500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -551749.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -551808.687500 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -551808.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -551852.062500 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -551852.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -551889.875000 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -551889.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -551921.812500 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -551921.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -551955.687500 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -551955.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -551988.312500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -551988.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -552023.562500 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -552023.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -552052.875000 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -552052.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -552080.000000 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -552080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -552116.062500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -552116.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -552163.187500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -552163.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -552221.437500 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -552221.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -552274.125000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -552274.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -552314.812500 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -552314.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -552344.812500 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -552344.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -552370.312500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -552370.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -552392.562500 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -552392.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -552406.312500 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -552406.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -552417.625000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -552417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -552429.000000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -552429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -552439.375000 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -552439.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -552450.250000 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -552450.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -552458.750000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -552458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -552468.937500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -552468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -552475.187500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -552475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -552482.375000 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -552482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -552488.812500 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -552488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -552492.187500 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -552492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -552497.750000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -552497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -552501.812500 Penalty: 4205.621582
	Iteration 36Q: 3 clusters Score -552501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -552505.625000 Penalty: 4205.621582
	Iteration 37Q: 3 clusters Score -552505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -552505.687500 Penalty: 4205.621582
	Iteration 38Q: 3 clusters Score -552505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -552509.187500 Penalty: 4205.621582
	Iteration 39Q: 3 clusters Score -552509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -552511.062500 Penalty: 4205.621582
	Iteration 40F: 3 clusters Score -552511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -552512.125000 Penalty: 4205.621582
	Iteration 41Q: 3 clusters Score -552512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -552515.125000 Penalty: 4205.621582
	Iteration 42Q: 3 clusters Score -552515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -552517.125000 Penalty: 4205.621582
	Iteration 43Q: 3 clusters Score -552517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -552518.687500 Penalty: 4205.621582
	Iteration 44Q: 3 clusters Score -552518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -552520.312500 Penalty: 4205.621582
	Iteration 45Q: 3 clusters Score -552520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -552523.562500 Penalty: 4205.621582
	Iteration 46Q: 3 clusters Score -552523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -552525.187500 Penalty: 4205.621582
	Iteration 47Q: 3 clusters Score -552525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -552526.375000 Penalty: 4205.621582
	Iteration 48Q: 3 clusters Score -552526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -552527.875000 Penalty: 4205.621582
	Iteration 49Q: 3 clusters Score -552527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -552529.187500 Penalty: 4205.621582
	Iteration 50Q: 3 clusters Score -552529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -552529.875000 Penalty: 4205.621582
	Iteration 51Q: 3 clusters Score -552529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -552530.750000 Penalty: 4205.621582
	Iteration 52Q: 3 clusters Score -552530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -552530.375000 Penalty: 4205.621582
	Iteration 53Q: 3 clusters Score -552530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -552531.687500 Penalty: 4205.621582
	Iteration 54Q: 3 clusters Score -552531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -552533.000000 Penalty: 4205.621582
	Iteration 55Q: 3 clusters Score -552533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -552533.000000 Penalty: 4205.621582
	Iteration 56F: 3 clusters Score -552533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -215327.968750 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -215328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -212787.562500 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -212787.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213358.109375 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -213358.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213521.375000 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -213521.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213672.546875 Penalty: 3735.117920
	Iteration 3Q: 3 clusters Score -213672.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213793.593750 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -213793.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213857.625000 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -213857.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -213912.015625 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -213912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -213942.812500 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -213942.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213985.234375 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -213985.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -214013.562500 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -214013.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214031.484375 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -214031.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -214050.140625 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -214050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214057.953125 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -214058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -214064.671875 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -214064.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -214069.437500 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -214069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -214075.546875 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -214075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -214080.656250 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -214080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -214084.078125 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -214084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -214086.656250 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -214086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -214090.890625 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -214090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -214098.421875 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -214098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -214104.484375 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -214104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -214113.062500 Penalty: 3735.117920
	Iteration 22Q: 3 clusters Score -214113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -214118.609375 Penalty: 3735.117920
	Iteration 23Q: 3 clusters Score -214118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -214126.031250 Penalty: 3735.117920
	Iteration 24Q: 3 clusters Score -214126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214138.140625 Penalty: 3735.117920
	Iteration 25Q: 3 clusters Score -214138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -214151.015625 Penalty: 3735.117920
	Iteration 26Q: 3 clusters Score -214151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -214169.906250 Penalty: 3735.117920
	Iteration 27Q: 3 clusters Score -214169.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -214191.171875 Penalty: 3735.117920
	Iteration 28Q: 3 clusters Score -214191.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -214213.343750 Penalty: 3735.117920
	Iteration 29Q: 3 clusters Score -214213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -214234.609375 Penalty: 3735.117920
	Iteration 30Q: 3 clusters Score -214234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -214258.171875 Penalty: 3735.117920
	Iteration 31Q: 3 clusters Score -214258.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -214288.140625 Penalty: 3735.117920
	Iteration 32Q: 3 clusters Score -214288.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -214333.921875 Penalty: 3735.117920
	Iteration 33Q: 3 clusters Score -214333.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -214370.890625 Penalty: 3735.117920
	Iteration 34Q: 3 clusters Score -214370.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -214402.031250 Penalty: 3735.117920
	Iteration 35Q: 3 clusters Score -214402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -214429.031250 Penalty: 3735.117920
	Iteration 36Q: 3 clusters Score -214429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -214443.375000 Penalty: 3735.117920
	Iteration 37Q: 3 clusters Score -214443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -214458.359375 Penalty: 3735.117920
	Iteration 38Q: 3 clusters Score -214458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -214473.312500 Penalty: 3735.117920
	Iteration 39Q: 3 clusters Score -214473.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -214488.156250 Penalty: 3735.117920
	Iteration 40F: 3 clusters Score -214488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -214509.171875 Penalty: 3735.117920
	Iteration 41Q: 3 clusters Score -214509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -214523.734375 Penalty: 3735.117920
	Iteration 42Q: 3 clusters Score -214523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -214534.031250 Penalty: 3735.117920
	Iteration 43Q: 3 clusters Score -214534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -214541.078125 Penalty: 3735.117920
	Iteration 44Q: 3 clusters Score -214541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -214548.890625 Penalty: 3735.117920
	Iteration 45Q: 3 clusters Score -214548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -214554.015625 Penalty: 3735.117920
	Iteration 46Q: 3 clusters Score -214554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -214559.031250 Penalty: 3735.117920
	Iteration 47Q: 3 clusters Score -214559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -214560.156250 Penalty: 3735.117920
	Iteration 48Q: 3 clusters Score -214560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -214560.156250 Penalty: 3735.117920
	Iteration 49F: 3 clusters Score -214560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -318321.531250 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -318321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315069.187500 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -315069.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -316013.781250 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -316013.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -316382.562500 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -316382.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -316688.281250 Penalty: 3985.658936
	Iteration 3F: 3 clusters Score -316688.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -316938.312500 Penalty: 3985.658936
	Iteration 4F: 3 clusters Score -316938.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -317127.437500 Penalty: 3985.658936
	Iteration 5F: 3 clusters Score -317127.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -317268.531250 Penalty: 3985.658936
	Iteration 6Q: 3 clusters Score -317268.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -317349.062500 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -317349.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -317417.906250 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -317417.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -317463.218750 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -317463.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -317484.906250 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -317484.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317502.031250 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -317502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -317513.125000 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -317513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317521.437500 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -317521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -317530.750000 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -317530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -317534.875000 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -317534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -317537.343750 Penalty: 3985.658936
	Iteration 16Q: 3 clusters Score -317537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317543.625000 Penalty: 3985.658936
	Iteration 17Q: 3 clusters Score -317543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -317547.656250 Penalty: 3985.658936
	Iteration 18Q: 3 clusters Score -317547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -317550.562500 Penalty: 3985.658936
	Iteration 19Q: 3 clusters Score -317550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -317550.968750 Penalty: 3985.658936
	Iteration 20F: 3 clusters Score -317551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -317551.906250 Penalty: 3985.658936
	Iteration 21Q: 3 clusters Score -317551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -317552.218750 Penalty: 3985.658936
	Iteration 22Q: 3 clusters Score -317552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -317552.937500 Penalty: 3985.658936
	Iteration 23Q: 3 clusters Score -317552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317553.312500 Penalty: 3985.658936
	Iteration 24Q: 3 clusters Score -317553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -317553.000000 Penalty: 3985.658936
	Iteration 25Q: 3 clusters Score -317553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -317554.093750 Penalty: 3985.658936
	Iteration 26Q: 3 clusters Score -317554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -317557.125000 Penalty: 3985.658936
	Iteration 27Q: 3 clusters Score -317557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -317557.781250 Penalty: 3985.658936
	Iteration 28Q: 3 clusters Score -317557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -317557.718750 Penalty: 3985.658936
	Iteration 29Q: 3 clusters Score -317557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -317557.718750 Penalty: 3985.658936
	Iteration 30F: 3 clusters Score -317557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -621340.750000 Penalty: 2128.439941
	Iteration 0F: 2 clusters Score -621340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -616667.125000 Penalty: 4256.879883
	Iteration 0F: 3 clusters Score -616667.1 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -617904.562500 Penalty: 4256.879883
	Iteration 1F: 3 clusters Score -617904.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -618133.312500 Penalty: 4256.879883
	Iteration 2F: 3 clusters Score -618133.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -618245.250000 Penalty: 4256.879883
	Iteration 3Q: 3 clusters Score -618245.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -618312.375000 Penalty: 4256.879883
	Iteration 4Q: 3 clusters Score -618312.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -618364.062500 Penalty: 4256.879883
	Iteration 5Q: 3 clusters Score -618364.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -618405.562500 Penalty: 4256.879883
	Iteration 6Q: 3 clusters Score -618405.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -618437.750000 Penalty: 4256.879883
	Iteration 7Q: 3 clusters Score -618437.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -618462.187500 Penalty: 4256.879883
	Iteration 8Q: 3 clusters Score -618462.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -618484.312500 Penalty: 4256.879883
	Iteration 9Q: 3 clusters Score -618484.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -618505.500000 Penalty: 4256.879883
	Iteration 10Q: 3 clusters Score -618505.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -618528.750000 Penalty: 4256.879883
	Iteration 11Q: 3 clusters Score -618528.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -618552.000000 Penalty: 4256.879883
	Iteration 12Q: 3 clusters Score -618552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -618574.187500 Penalty: 4256.879883
	Iteration 13Q: 3 clusters Score -618574.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -618587.875000 Penalty: 4256.879883
	Iteration 14Q: 3 clusters Score -618587.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -618603.875000 Penalty: 4256.879883
	Iteration 15Q: 3 clusters Score -618603.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -618620.937500 Penalty: 4256.879883
	Iteration 16Q: 3 clusters Score -618620.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -618640.125000 Penalty: 4256.879883
	Iteration 17Q: 3 clusters Score -618640.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -618663.812500 Penalty: 4256.879883
	Iteration 18Q: 3 clusters Score -618663.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -618682.437500 Penalty: 4256.879883
	Iteration 19Q: 3 clusters Score -618682.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -618702.250000 Penalty: 4256.879883
	Iteration 20F: 3 clusters Score -618702.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -618726.125000 Penalty: 4256.879883
	Iteration 21Q: 3 clusters Score -618726.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -618761.375000 Penalty: 4256.879883
	Iteration 22Q: 3 clusters Score -618761.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -618785.375000 Penalty: 4256.879883
	Iteration 23Q: 3 clusters Score -618785.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -618810.750000 Penalty: 4256.879883
	Iteration 24Q: 3 clusters Score -618810.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -618846.312500 Penalty: 4256.879883
	Iteration 25Q: 3 clusters Score -618846.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -618900.437500 Penalty: 4256.879883
	Iteration 26Q: 3 clusters Score -618900.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -618962.625000 Penalty: 4256.879883
	Iteration 27Q: 3 clusters Score -618962.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -619020.375000 Penalty: 4256.879883
	Iteration 28Q: 3 clusters Score -619020.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -619068.437500 Penalty: 4256.879883
	Iteration 29Q: 3 clusters Score -619068.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -619116.562500 Penalty: 4256.879883
	Iteration 30Q: 3 clusters Score -619116.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -619167.000000 Penalty: 4256.879883
	Iteration 31Q: 3 clusters Score -619167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -619217.562500 Penalty: 4256.879883
	Iteration 32Q: 3 clusters Score -619217.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -619266.562500 Penalty: 4256.879883
	Iteration 33Q: 3 clusters Score -619266.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -619306.250000 Penalty: 4256.879883
	Iteration 34Q: 3 clusters Score -619306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -619340.187500 Penalty: 4256.879883
	Iteration 35Q: 3 clusters Score -619340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -619370.562500 Penalty: 4256.879883
	Iteration 36Q: 3 clusters Score -619370.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -619399.937500 Penalty: 4256.879883
	Iteration 37Q: 3 clusters Score -619399.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -619417.125000 Penalty: 4256.879883
	Iteration 38Q: 3 clusters Score -619417.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -619427.187500 Penalty: 4256.879883
	Iteration 39Q: 3 clusters Score -619427.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -619437.687500 Penalty: 4256.879883
	Iteration 40F: 3 clusters Score -619437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -619446.437500 Penalty: 4256.879883
	Iteration 41Q: 3 clusters Score -619446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -619449.937500 Penalty: 4256.879883
	Iteration 42Q: 3 clusters Score -619449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -619453.500000 Penalty: 4256.879883
	Iteration 43Q: 3 clusters Score -619453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -619455.625000 Penalty: 4256.879883
	Iteration 44Q: 3 clusters Score -619455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -619455.687500 Penalty: 4256.879883
	Iteration 45Q: 3 clusters Score -619455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -619458.875000 Penalty: 4256.879883
	Iteration 46Q: 3 clusters Score -619458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -619460.000000 Penalty: 4256.879883
	Iteration 47Q: 3 clusters Score -619460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -619460.937500 Penalty: 4256.879883
	Iteration 48Q: 3 clusters Score -619460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -619460.937500 Penalty: 4256.879883
	Iteration 49F: 3 clusters Score -619460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -166139.609375 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -166139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163822.906250 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -163822.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -164332.765625 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -164332.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -164583.406250 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -164583.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -164850.093750 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -164850.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -165097.140625 Penalty: 3663.996826
	Iteration 4F: 3 clusters Score -165097.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -165266.796875 Penalty: 3663.996826
	Iteration 5F: 3 clusters Score -165266.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -165432.609375 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -165432.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -165515.078125 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -165515.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -165543.031250 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -165543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -165554.906250 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -165554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165562.171875 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -165562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165565.718750 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -165565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -165568.453125 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -165568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165569.078125 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -165569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165569.812500 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -165569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165570.031250 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -165570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165570.031250 Penalty: 3663.996826
	Iteration 16F: 3 clusters Score -165570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -635841.875000 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -635841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -631016.625000 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -631016.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -632242.437500 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -632242.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -632502.812500 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -632502.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -632679.375000 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -632679.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -632813.375000 Penalty: 4263.984863
	Iteration 4Q: 3 clusters Score -632813.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -632931.125000 Penalty: 4263.984863
	Iteration 5Q: 3 clusters Score -632931.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -633015.125000 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -633015.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -633086.500000 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -633086.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -633141.875000 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -633141.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -633184.250000 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -633184.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -633232.312500 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -633232.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -633268.437500 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -633268.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -633310.562500 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -633310.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -633345.812500 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -633345.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -633384.562500 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -633384.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -633431.312500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -633431.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -633480.187500 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -633480.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -633525.062500 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -633525.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -633576.812500 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -633576.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -633622.187500 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -633622.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -633666.312500 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -633666.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -633706.125000 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -633706.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -633752.937500 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -633752.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -633799.437500 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -633799.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -633844.937500 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -633844.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -633894.250000 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -633894.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -633947.437500 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -633947.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -634009.437500 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -634009.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -634074.687500 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -634074.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -634124.000000 Penalty: 4263.984863
	Iteration 29Q: 3 clusters Score -634124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -634163.875000 Penalty: 4263.984863
	Iteration 30Q: 3 clusters Score -634163.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -634193.312500 Penalty: 4263.984863
	Iteration 31Q: 3 clusters Score -634193.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -634220.062500 Penalty: 4263.984863
	Iteration 32Q: 3 clusters Score -634220.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -634237.062500 Penalty: 4263.984863
	Iteration 33Q: 3 clusters Score -634237.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -634249.312500 Penalty: 4263.984863
	Iteration 34Q: 3 clusters Score -634249.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -634261.875000 Penalty: 4263.984863
	Iteration 35Q: 3 clusters Score -634261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -634274.687500 Penalty: 4263.984863
	Iteration 36Q: 3 clusters Score -634274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -634284.437500 Penalty: 4263.984863
	Iteration 37Q: 3 clusters Score -634284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -634287.875000 Penalty: 4263.984863
	Iteration 38Q: 3 clusters Score -634287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -634295.437500 Penalty: 4263.984863
	Iteration 39Q: 3 clusters Score -634295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -634303.125000 Penalty: 4263.984863
	Iteration 40F: 3 clusters Score -634303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -634309.062500 Penalty: 4263.984863
	Iteration 41Q: 3 clusters Score -634309.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -634317.250000 Penalty: 4263.984863
	Iteration 42Q: 3 clusters Score -634317.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -634324.187500 Penalty: 4263.984863
	Iteration 43Q: 3 clusters Score -634324.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -634329.750000 Penalty: 4263.984863
	Iteration 44Q: 3 clusters Score -634329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -634336.187500 Penalty: 4263.984863
	Iteration 45Q: 3 clusters Score -634336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -634342.375000 Penalty: 4263.984863
	Iteration 46Q: 3 clusters Score -634342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -634352.375000 Penalty: 4263.984863
	Iteration 47Q: 3 clusters Score -634352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -634359.187500 Penalty: 4263.984863
	Iteration 48Q: 3 clusters Score -634359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -634362.187500 Penalty: 4263.984863
	Iteration 49Q: 3 clusters Score -634362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -634367.750000 Penalty: 4263.984863
	Iteration 50Q: 3 clusters Score -634367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -634371.562500 Penalty: 4263.984863
	Iteration 51Q: 3 clusters Score -634371.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -634377.937500 Penalty: 4263.984863
	Iteration 52Q: 3 clusters Score -634377.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -634385.750000 Penalty: 4263.984863
	Iteration 53Q: 3 clusters Score -634385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -634389.562500 Penalty: 4263.984863
	Iteration 54Q: 3 clusters Score -634389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -634390.375000 Penalty: 4263.984863
	Iteration 55Q: 3 clusters Score -634390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -634395.750000 Penalty: 4263.984863
	Iteration 56Q: 3 clusters Score -634395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -634403.500000 Penalty: 4263.984863
	Iteration 57Q: 3 clusters Score -634403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -634408.500000 Penalty: 4263.984863
	Iteration 58Q: 3 clusters Score -634408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -634414.937500 Penalty: 4263.984863
	Iteration 59Q: 3 clusters Score -634414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -634421.000000 Penalty: 4263.984863
	Iteration 60F: 3 clusters Score -634421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -634425.500000 Penalty: 4263.984863
	Iteration 61Q: 3 clusters Score -634425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -634431.500000 Penalty: 4263.984863
	Iteration 62Q: 3 clusters Score -634431.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -634435.000000 Penalty: 4263.984863
	Iteration 63Q: 3 clusters Score -634435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -634439.500000 Penalty: 4263.984863
	Iteration 64Q: 3 clusters Score -634439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -634441.437500 Penalty: 4263.984863
	Iteration 65Q: 3 clusters Score -634441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -634443.562500 Penalty: 4263.984863
	Iteration 66Q: 3 clusters Score -634443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -634447.250000 Penalty: 4263.984863
	Iteration 67Q: 3 clusters Score -634447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -634447.125000 Penalty: 4263.984863
	Iteration 68Q: 3 clusters Score -634447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -634447.812500 Penalty: 4263.984863
	Iteration 69Q: 3 clusters Score -634447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -634448.375000 Penalty: 4263.984863
	Iteration 70Q: 3 clusters Score -634448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -634449.187500 Penalty: 4263.984863
	Iteration 71Q: 3 clusters Score -634449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -634452.000000 Penalty: 4263.984863
	Iteration 72Q: 3 clusters Score -634452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -634451.312500 Penalty: 4263.984863
	Iteration 73Q: 3 clusters Score -634451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -634452.250000 Penalty: 4263.984863
	Iteration 74Q: 3 clusters Score -634452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -634452.500000 Penalty: 4263.984863
	Iteration 75Q: 3 clusters Score -634452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -634452.500000 Penalty: 4263.984863
	Iteration 76F: 3 clusters Score -634452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Entering Unmasked Estep 
Score: -1422468.625000 Penalty: 2324.306641
	Iteration 0F: 2 clusters Score -1422469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1413614.625000 Penalty: 4648.613281
	Iteration 0F: 3 clusters Score -1413615 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1416243.500000 Penalty: 4648.613281
	Iteration 1F: 3 clusters Score -1416244 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1416550.625000 Penalty: 4648.613281
	Iteration 2F: 3 clusters Score -1416551 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1416769.250000 Penalty: 4648.613281
	Iteration 3Q: 3 clusters Score -1416769 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1416943.375000 Penalty: 4648.613281
	Iteration 4Q: 3 clusters Score -1416943 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1417094.750000 Penalty: 4648.613281
	Iteration 5Q: 3 clusters Score -1417095 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1417239.000000 Penalty: 4648.613281
	Iteration 6Q: 3 clusters Score -1417239 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1417407.250000 Penalty: 4648.613281
	Iteration 7Q: 3 clusters Score -1417407 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1417589.000000 Penalty: 4648.613281
	Iteration 8Q: 3 clusters Score -1417589 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1417820.625000 Penalty: 4648.613281
	Iteration 9Q: 3 clusters Score -1417821 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1418128.875000 Penalty: 4648.613281
	Iteration 10Q: 3 clusters Score -1418129 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1418545.625000 Penalty: 4648.613281
	Iteration 11Q: 3 clusters Score -1418546 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1418959.625000 Penalty: 4648.613281
	Iteration 12Q: 3 clusters Score -1418960 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1419334.250000 Penalty: 4648.613281
	Iteration 13Q: 3 clusters Score -1419334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1419645.750000 Penalty: 4648.613281
	Iteration 14Q: 3 clusters Score -1419646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1419872.250000 Penalty: 4648.613281
	Iteration 15Q: 3 clusters Score -1419872 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1420058.750000 Penalty: 4648.613281
	Iteration 16Q: 3 clusters Score -1420059 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1420202.625000 Penalty: 4648.613281
	Iteration 17Q: 3 clusters Score -1420203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1420301.750000 Penalty: 4648.613281
	Iteration 18Q: 3 clusters Score -1420302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1420357.875000 Penalty: 4648.613281
	Iteration 19Q: 3 clusters Score -1420358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1420384.250000 Penalty: 4648.613281
	Iteration 20F: 3 clusters Score -1420384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1420408.375000 Penalty: 4648.613281
	Iteration 21Q: 3 clusters Score -1420408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1420432.500000 Penalty: 4648.613281
	Iteration 22Q: 3 clusters Score -1420432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1420447.500000 Penalty: 4648.613281
	Iteration 23Q: 3 clusters Score -1420448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1420458.250000 Penalty: 4648.613281
	Iteration 24Q: 3 clusters Score -1420458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1420464.000000 Penalty: 4648.613281
	Iteration 25Q: 3 clusters Score -1420464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1420471.000000 Penalty: 4648.613281
	Iteration 26Q: 3 clusters Score -1420471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1420477.625000 Penalty: 4648.613281
	Iteration 27Q: 3 clusters Score -1420478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1420482.125000 Penalty: 4648.613281
	Iteration 28Q: 3 clusters Score -1420482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1420490.625000 Penalty: 4648.613281
	Iteration 29Q: 3 clusters Score -1420491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1420491.500000 Penalty: 4648.613281
	Iteration 30Q: 3 clusters Score -1420492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1420492.875000 Penalty: 4648.613281
	Iteration 31Q: 3 clusters Score -1420493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1420492.875000 Penalty: 4648.613281
	Iteration 32F: 3 clusters Score -1420493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -498560.531250 Penalty: 2079.318115
	Iteration 0F: 2 clusters Score -498560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -494445.562500 Penalty: 4158.636230
	Iteration 0F: 3 clusters Score -494445.6 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -495496.250000 Penalty: 4158.636230
	Iteration 1F: 3 clusters Score -495496.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -495774.937500 Penalty: 4158.636230
	Iteration 2F: 3 clusters Score -495774.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -495994.718750 Penalty: 4158.636230
	Iteration 3F: 3 clusters Score -495994.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -496221.562500 Penalty: 4158.636230
	Iteration 4F: 3 clusters Score -496221.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -496428.218750 Penalty: 4158.636230
	Iteration 5F: 3 clusters Score -496428.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -496598.343750 Penalty: 4158.636230
	Iteration 6Q: 3 clusters Score -496598.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -496736.968750 Penalty: 4158.636230
	Iteration 7Q: 3 clusters Score -496737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -496845.375000 Penalty: 4158.636230
	Iteration 8Q: 3 clusters Score -496845.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -496931.031250 Penalty: 4158.636230
	Iteration 9Q: 3 clusters Score -496931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -496991.968750 Penalty: 4158.636230
	Iteration 10Q: 3 clusters Score -496992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -497031.843750 Penalty: 4158.636230
	Iteration 11Q: 3 clusters Score -497031.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -497056.531250 Penalty: 4158.636230
	Iteration 12Q: 3 clusters Score -497056.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -497079.656250 Penalty: 4158.636230
	Iteration 13Q: 3 clusters Score -497079.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -497093.218750 Penalty: 4158.636230
	Iteration 14Q: 3 clusters Score -497093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -497105.718750 Penalty: 4158.636230
	Iteration 15Q: 3 clusters Score -497105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -497111.718750 Penalty: 4158.636230
	Iteration 16Q: 3 clusters Score -497111.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -497121.062500 Penalty: 4158.636230
	Iteration 17Q: 3 clusters Score -497121.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -497128.250000 Penalty: 4158.636230
	Iteration 18Q: 3 clusters Score -497128.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -497137.406250 Penalty: 4158.636230
	Iteration 19Q: 3 clusters Score -497137.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -497143.093750 Penalty: 4158.636230
	Iteration 20F: 3 clusters Score -497143.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -497153.218750 Penalty: 4158.636230
	Iteration 21Q: 3 clusters Score -497153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -497160.562500 Penalty: 4158.636230
	Iteration 22Q: 3 clusters Score -497160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -497165.625000 Penalty: 4158.636230
	Iteration 23Q: 3 clusters Score -497165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -497172.656250 Penalty: 4158.636230
	Iteration 24Q: 3 clusters Score -497172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -497178.062500 Penalty: 4158.636230
	Iteration 25Q: 3 clusters Score -497178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -497185.562500 Penalty: 4158.636230
	Iteration 26Q: 3 clusters Score -497185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -497189.125000 Penalty: 4158.636230
	Iteration 27Q: 3 clusters Score -497189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -497192.187500 Penalty: 4158.636230
	Iteration 28Q: 3 clusters Score -497192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -497197.937500 Penalty: 4158.636230
	Iteration 29Q: 3 clusters Score -497197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -497205.125000 Penalty: 4158.636230
	Iteration 30Q: 3 clusters Score -497205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -497207.968750 Penalty: 4158.636230
	Iteration 31Q: 3 clusters Score -497208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -497208.906250 Penalty: 4158.636230
	Iteration 32Q: 3 clusters Score -497208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -497211.125000 Penalty: 4158.636230
	Iteration 33Q: 3 clusters Score -497211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -497211.468750 Penalty: 4158.636230
	Iteration 34Q: 3 clusters Score -497211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -497212.375000 Penalty: 4158.636230
	Iteration 35Q: 3 clusters Score -497212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -497212.625000 Penalty: 4158.636230
	Iteration 36Q: 3 clusters Score -497212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -497214.500000 Penalty: 4158.636230
	Iteration 37Q: 3 clusters Score -497214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -497214.906250 Penalty: 4158.636230
	Iteration 38Q: 3 clusters Score -497214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -497214.906250 Penalty: 4158.636230
	Iteration 39F: 3 clusters Score -497214.9 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135187952.000000 Penalty: 107481.109375
23->32 Clusters: Score -135187952.000000, best is -135259248.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 17225 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 17304 members 
Mstep: Class 6 contains 16832 members 
Mstep: Class 7 contains 17088 members 
Mstep: Class 8 contains 16999 members 
Mstep: Class 9 contains 17042 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 17044 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 17304 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 16986 members 
Mstep: Class 17 contains 17234 members 
Mstep: Class 18 contains 17130 members 
Mstep: Class 19 contains 17070 members 
Mstep: Class 20 contains 16883 members 
Mstep: Class 21 contains 17215 members 
Mstep: Class 22 contains 17044 members 
Mstep: Class 23 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 462.828217 but Gain 3194.679688
Score: -42184296.000000 Penalty: 70282.882812
Iteration 0F: 23 clusters Score -4.21843e+07 nChanged 373124
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 24652 members 
Mstep: Class 4 contains 17244 members 
Mstep: Class 5 contains 19336 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 12659 members 
Mstep: Class 8 contains 18383 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 34536 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 15 contains 23273 members 
Mstep: Class 16 contains 22309 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 12620 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 20056 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 35421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43492848.000000 Penalty: 70282.882812
Iteration 1F: 23 clusters Score -4.349285e+07 nChanged 179723
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 21165 members 
Mstep: Class 4 contains 17398 members 
Mstep: Class 5 contains 16808 members 
Mstep: Class 6 contains 7510 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 32885 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 15 contains 32391 members 
Mstep: Class 16 contains 19981 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 17866 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 53748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43934688.000000 Penalty: 70282.882812
Iteration 2F: 23 clusters Score -4.393469e+07 nChanged 117043
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 17932 members 
Mstep: Class 4 contains 16211 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 21134 members 
Mstep: Class 9 contains 6168 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 15625 members 
Mstep: Class 12 contains 26949 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 15 contains 28942 members 
Mstep: Class 16 contains 15449 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 15108 members 
Mstep: Class 21 contains 4051 members 
Mstep: Class 22 contains 12686 members 
Mstep: Class 23 contains 60952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44148876.000000 Penalty: 70282.882812
Iteration 3F: 23 clusters Score -4.414888e+07 nChanged 78705
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 16879 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 12653 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 19110 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 25309 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 15 contains 22165 members 
Mstep: Class 16 contains 16490 members 
Mstep: Class 17 contains 8561 members 
Mstep: Class 18 contains 6581 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 12349 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 57332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44312296.000000 Penalty: 70282.882812
Iteration 4F: 23 clusters Score -4.43123e+07 nChanged 68988
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 10291 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 7828 members 
Mstep: Class 8 contains 19673 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 17465 members 
Mstep: Class 12 contains 25233 members 
Mstep: Class 13 contains 10362 members 
Mstep: Class 15 contains 20013 members 
Mstep: Class 16 contains 24734 members 
Mstep: Class 17 contains 9188 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 9321 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 42869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44439912.000000 Penalty: 70282.882812
Iteration 5F: 23 clusters Score -4.443991e+07 nChanged 70156
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 21888 members 
Mstep: Class 4 contains 23108 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 7182 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 19303 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 15896 members 
Mstep: Class 15 contains 27241 members 
Mstep: Class 16 contains 39994 members 
Mstep: Class 17 contains 9178 members 
Mstep: Class 18 contains 8613 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 24038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44550404.000000 Penalty: 70282.882812
Iteration 6F: 23 clusters Score -4.45504e+07 nChanged 66790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 22199 members 
Mstep: Class 4 contains 22598 members 
Mstep: Class 5 contains 7400 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 7413 members 
Mstep: Class 8 contains 14218 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 18645 members 
Mstep: Class 12 contains 20688 members 
Mstep: Class 13 contains 23183 members 
Mstep: Class 15 contains 37264 members 
Mstep: Class 16 contains 59464 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 11437 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 8593 members 
Mstep: Class 23 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44658500.000000 Penalty: 70282.882812
Iteration 7F: 23 clusters Score -4.46585e+07 nChanged 54366
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 21146 members 
Mstep: Class 4 contains 17898 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 12910 members 
Mstep: Class 9 contains 7377 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 17138 members 
Mstep: Class 13 contains 31130 members 
Mstep: Class 15 contains 46722 members 
Mstep: Class 16 contains 74366 members 
Mstep: Class 17 contains 8850 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 2761 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2370.509033 but Gain 3194.671875
Score: -44756928.000000 Penalty: 67088.210938
Iteration 8F: 22 clusters Score -4.475693e+07 nChanged 37300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 19807 members 
Mstep: Class 4 contains 12946 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 12115 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 19082 members 
Mstep: Class 12 contains 14291 members 
Mstep: Class 13 contains 37429 members 
Mstep: Class 15 contains 52278 members 
Mstep: Class 16 contains 82453 members 
Mstep: Class 17 contains 8719 members 
Mstep: Class 18 contains 14675 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 7015 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44793952.000000 Penalty: 67088.210938
Iteration 9F: 22 clusters Score -4.479395e+07 nChanged 24844
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 18856 members 
Mstep: Class 4 contains 9990 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 12539 members 
Mstep: Class 7 contains 6691 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 18714 members 
Mstep: Class 12 contains 12579 members 
Mstep: Class 13 contains 43119 members 
Mstep: Class 15 contains 56931 members 
Mstep: Class 16 contains 85748 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 14425 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813064.000000 Penalty: 67088.210938
Iteration 10F: 22 clusters Score -4.481306e+07 nChanged 19514
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 18200 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 12631 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 10343 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 8004 members 
Mstep: Class 11 contains 18357 members 
Mstep: Class 12 contains 11491 members 
Mstep: Class 13 contains 48688 members 
Mstep: Class 15 contains 61317 members 
Mstep: Class 16 contains 87599 members 
Mstep: Class 17 contains 8562 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 20 contains 7483 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 7221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826452.000000 Penalty: 67088.210938
Iteration 11Q: 22 clusters Score -4.482645e+07 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 17624 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 8442 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 18030 members 
Mstep: Class 12 contains 10780 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 15 contains 65344 members 
Mstep: Class 16 contains 88721 members 
Mstep: Class 17 contains 8527 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 6800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838384.000000 Penalty: 67088.210938
Iteration 12Q: 22 clusters Score -4.483838e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 17090 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 12625 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 6875 members 
Mstep: Class 11 contains 17693 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 58136 members 
Mstep: Class 15 contains 69022 members 
Mstep: Class 16 contains 89504 members 
Mstep: Class 17 contains 8501 members 
Mstep: Class 18 contains 11903 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 6417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44850260.000000 Penalty: 67088.210938
Iteration 13Q: 22 clusters Score -4.485026e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 12634 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 6628 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 62029 members 
Mstep: Class 15 contains 72499 members 
Mstep: Class 16 contains 90030 members 
Mstep: Class 17 contains 8492 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 3675 members 
Mstep: Class 22 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44862644.000000 Penalty: 67088.210938
Iteration 14Q: 22 clusters Score -4.486264e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 15572 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 12637 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 16879 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 65219 members 
Mstep: Class 15 contains 75514 members 
Mstep: Class 16 contains 90403 members 
Mstep: Class 17 contains 8489 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 8510 members 
Mstep: Class 21 contains 3864 members 
Mstep: Class 22 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44871836.000000 Penalty: 67088.210938
Iteration 15Q: 22 clusters Score -4.487184e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 14833 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 12631 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 10 contains 6504 members 
Mstep: Class 11 contains 16532 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 67675 members 
Mstep: Class 15 contains 77996 members 
Mstep: Class 16 contains 90631 members 
Mstep: Class 17 contains 8500 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44879100.000000 Penalty: 67088.210938
Iteration 16Q: 22 clusters Score -4.48791e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 6063 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 12618 members 
Mstep: Class 7 contains 7978 members 
Mstep: Class 8 contains 7811 members 
Mstep: Class 9 contains 7907 members 
Mstep: Class 10 contains 6641 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 11789 members 
Mstep: Class 13 contains 69478 members 
Mstep: Class 15 contains 79797 members 
Mstep: Class 16 contains 90773 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 5922 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44886776.000000 Penalty: 67088.210938
Iteration 17Q: 22 clusters Score -4.488678e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 13672 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 12622 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 6873 members 
Mstep: Class 11 contains 16062 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 15 contains 80528 members 
Mstep: Class 16 contains 90866 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 4162 members 
Mstep: Class 22 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44894592.000000 Penalty: 67088.210938
Iteration 18Q: 22 clusters Score -4.489459e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 5844 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 70452 members 
Mstep: Class 15 contains 79452 members 
Mstep: Class 16 contains 90907 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 4852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44898496.000000 Penalty: 67088.210938
Iteration 19Q: 22 clusters Score -4.48985e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 15838 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 13 contains 70264 members 
Mstep: Class 15 contains 77785 members 
Mstep: Class 16 contains 90902 members 
Mstep: Class 17 contains 8520 members 
Mstep: Class 18 contains 9139 members 
Mstep: Class 19 contains 6070 members 
Mstep: Class 20 contains 9775 members 
Mstep: Class 21 contains 4169 members 
Mstep: Class 22 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44902216.000000 Penalty: 67088.210938
Iteration 20F: 22 clusters Score -4.490222e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 12557 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 15770 members 
Mstep: Class 12 contains 12664 members 
Mstep: Class 13 contains 70022 members 
Mstep: Class 15 contains 75636 members 
Mstep: Class 16 contains 90873 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 10023 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44905792.000000 Penalty: 67088.210938
Iteration 21Q: 22 clusters Score -4.490579e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 12538 members 
Mstep: Class 7 contains 8929 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 15696 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 69745 members 
Mstep: Class 15 contains 72928 members 
Mstep: Class 16 contains 90732 members 
Mstep: Class 17 contains 8494 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 19 contains 6250 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44909224.000000 Penalty: 67088.210938
Iteration 22Q: 22 clusters Score -4.490922e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 9047 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 15630 members 
Mstep: Class 12 contains 12746 members 
Mstep: Class 13 contains 69414 members 
Mstep: Class 15 contains 69762 members 
Mstep: Class 16 contains 90556 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 10404 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44913628.000000 Penalty: 67088.210938
Iteration 23Q: 22 clusters Score -4.491363e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 14526 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 12530 members 
Mstep: Class 7 contains 9132 members 
Mstep: Class 8 contains 6220 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 15579 members 
Mstep: Class 12 contains 12722 members 
Mstep: Class 13 contains 69111 members 
Mstep: Class 15 contains 65940 members 
Mstep: Class 16 contains 90327 members 
Mstep: Class 17 contains 8473 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 10517 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44917684.000000 Penalty: 67088.210938
Iteration 24Q: 22 clusters Score -4.491768e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 9206 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 15556 members 
Mstep: Class 12 contains 12664 members 
Mstep: Class 13 contains 68829 members 
Mstep: Class 15 contains 61388 members 
Mstep: Class 16 contains 90026 members 
Mstep: Class 17 contains 8461 members 
Mstep: Class 18 contains 10781 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 22 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44922592.000000 Penalty: 67088.210938
Iteration 25Q: 22 clusters Score -4.492259e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 16166 members 
Mstep: Class 4 contains 5697 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 15525 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 68620 members 
Mstep: Class 15 contains 56030 members 
Mstep: Class 16 contains 89705 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44928276.000000 Penalty: 67088.210938
Iteration 26Q: 22 clusters Score -4.492828e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 16991 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 12487 members 
Mstep: Class 7 contains 9338 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 15508 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 68461 members 
Mstep: Class 15 contains 50065 members 
Mstep: Class 16 contains 89415 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 10778 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 22 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44934636.000000 Penalty: 67088.210938
Iteration 27Q: 22 clusters Score -4.493464e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 17780 members 
Mstep: Class 4 contains 5850 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 12440 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 15496 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 68319 members 
Mstep: Class 15 contains 43960 members 
Mstep: Class 16 contains 89165 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 11846 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 3689 members 
Mstep: Class 22 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44940204.000000 Penalty: 67088.210938
Iteration 28Q: 22 clusters Score -4.49402e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 9483 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 15495 members 
Mstep: Class 12 contains 12413 members 
Mstep: Class 13 contains 68209 members 
Mstep: Class 15 contains 39011 members 
Mstep: Class 16 contains 88950 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 12160 members 
Mstep: Class 19 contains 6822 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 3670 members 
Mstep: Class 22 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44944560.000000 Penalty: 67088.210938
Iteration 29Q: 22 clusters Score -4.494456e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 12358 members 
Mstep: Class 7 contains 9547 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 12363 members 
Mstep: Class 13 contains 68088 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 88776 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 12484 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 10564 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44947944.000000 Penalty: 67088.210938
Iteration 30Q: 22 clusters Score -4.494794e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 12321 members 
Mstep: Class 7 contains 9580 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 12326 members 
Mstep: Class 13 contains 67952 members 
Mstep: Class 15 contains 33362 members 
Mstep: Class 16 contains 88613 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44950008.000000 Penalty: 67088.210938
Iteration 31Q: 22 clusters Score -4.495001e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 12301 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 12309 members 
Mstep: Class 13 contains 67803 members 
Mstep: Class 15 contains 32272 members 
Mstep: Class 16 contains 88437 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 13122 members 
Mstep: Class 19 contains 6915 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44951516.000000 Penalty: 67088.210938
Iteration 32Q: 22 clusters Score -4.495152e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 19218 members 
Mstep: Class 4 contains 6123 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 12284 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 15512 members 
Mstep: Class 12 contains 12296 members 
Mstep: Class 13 contains 67627 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 88300 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 10403 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44952816.000000 Penalty: 67088.210938
Iteration 33Q: 22 clusters Score -4.495282e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 19205 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 7324 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 15534 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 15 contains 31217 members 
Mstep: Class 16 contains 88163 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 10369 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954032.000000 Penalty: 67088.210938
Iteration 34Q: 22 clusters Score -4.495403e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 19224 members 
Mstep: Class 4 contains 6234 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12264 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 12271 members 
Mstep: Class 13 contains 67209 members 
Mstep: Class 15 contains 30909 members 
Mstep: Class 16 contains 88023 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44955048.000000 Penalty: 67088.210938
Iteration 35Q: 22 clusters Score -4.495505e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 19253 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 67013 members 
Mstep: Class 15 contains 30661 members 
Mstep: Class 16 contains 87863 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 13986 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 10292 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 3176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44955452.000000 Penalty: 67088.210938
Iteration 36Q: 22 clusters Score -4.495545e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 12270 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 7662 members 
Mstep: Class 11 contains 15709 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 66839 members 
Mstep: Class 15 contains 30462 members 
Mstep: Class 16 contains 87697 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 14125 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44956040.000000 Penalty: 67088.210938
Iteration 37Q: 22 clusters Score -4.495604e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 19424 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 12284 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 7793 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 12227 members 
Mstep: Class 13 contains 66722 members 
Mstep: Class 15 contains 30301 members 
Mstep: Class 16 contains 87534 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 14230 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44956524.000000 Penalty: 67088.210938
Iteration 38Q: 22 clusters Score -4.495652e+07 nChanged 1322
Entering ConstructFrom: 
Score: -44956524.000000 Penalty: 67088.210938
Entering ConstructFrom: 
Trying to split cluster 1 (58107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Entering Unmasked Estep 
Score: -7074806.000000 Penalty: 2720.570312
	Iteration 0F: 2 clusters Score -7074806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -7035853.000000 Penalty: 5441.140625
	Iteration 0F: 3 clusters Score -7035853 nChanged 27086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -7051039.000000 Penalty: 5441.140625
	Iteration 1F: 3 clusters Score -7051039 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -7051716.000000 Penalty: 5441.140625
	Iteration 2Q: 3 clusters Score -7051716 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -7052491.500000 Penalty: 5441.140625
	Iteration 3Q: 3 clusters Score -7052492 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -7053411.500000 Penalty: 5441.140625
	Iteration 4Q: 3 clusters Score -7053412 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7054472.000000 Penalty: 5441.140625
	Iteration 5Q: 3 clusters Score -7054472 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7056022.500000 Penalty: 5441.140625
	Iteration 6F: 3 clusters Score -7056022 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -7058116.000000 Penalty: 5441.140625
	Iteration 7F: 3 clusters Score -7058116 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7060933.000000 Penalty: 5441.140625
	Iteration 8F: 3 clusters Score -7060933 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -7064174.500000 Penalty: 5441.140625
	Iteration 9F: 3 clusters Score -7064174 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7067179.500000 Penalty: 5441.140625
	Iteration 10F: 3 clusters Score -7067180 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7069580.000000 Penalty: 5441.140625
	Iteration 11Q: 3 clusters Score -7069580 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7071081.500000 Penalty: 5441.140625
	Iteration 12Q: 3 clusters Score -7071082 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7071772.000000 Penalty: 5441.140625
	Iteration 13Q: 3 clusters Score -7071772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7072111.500000 Penalty: 5441.140625
	Iteration 14Q: 3 clusters Score -7072112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7072261.500000 Penalty: 5441.140625
	Iteration 15Q: 3 clusters Score -7072262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7072342.500000 Penalty: 5441.140625
	Iteration 16Q: 3 clusters Score -7072342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7072393.500000 Penalty: 5441.140625
	Iteration 17Q: 3 clusters Score -7072394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7072414.500000 Penalty: 5441.140625
	Iteration 18Q: 3 clusters Score -7072414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7072435.000000 Penalty: 5441.140625
	Iteration 19Q: 3 clusters Score -7072435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7072441.500000 Penalty: 5441.140625
	Iteration 20F: 3 clusters Score -7072442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7072444.500000 Penalty: 5441.140625
	Iteration 21Q: 3 clusters Score -7072444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7072449.500000 Penalty: 5441.140625
	Iteration 22Q: 3 clusters Score -7072450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7072450.500000 Penalty: 5441.140625
	Iteration 23Q: 3 clusters Score -7072450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7072452.000000 Penalty: 5441.140625
	Iteration 24Q: 3 clusters Score -7072452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7072454.500000 Penalty: 5441.140625
	Iteration 25Q: 3 clusters Score -7072454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7072457.500000 Penalty: 5441.140625
	Iteration 26Q: 3 clusters Score -7072458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7072460.000000 Penalty: 5441.140625
	Iteration 27Q: 3 clusters Score -7072460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7072464.500000 Penalty: 5441.140625
	Iteration 28Q: 3 clusters Score -7072464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7072468.000000 Penalty: 5441.140625
	Iteration 29Q: 3 clusters Score -7072468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7072471.000000 Penalty: 5441.140625
	Iteration 30Q: 3 clusters Score -7072471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7072475.500000 Penalty: 5441.140625
	Iteration 31Q: 3 clusters Score -7072476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7072477.000000 Penalty: 5441.140625
	Iteration 32Q: 3 clusters Score -7072477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7072490.000000 Penalty: 5441.140625
	Iteration 33Q: 3 clusters Score -7072490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7072497.500000 Penalty: 5441.140625
	Iteration 34Q: 3 clusters Score -7072498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7072494.500000 Penalty: 5441.140625
	Iteration 35Q: 3 clusters Score -7072494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7072497.500000 Penalty: 5441.140625
	Iteration 36Q: 3 clusters Score -7072498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7072492.500000 Penalty: 5441.140625
	Iteration 37Q: 3 clusters Score -7072492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7072492.500000 Penalty: 5441.140625
	Iteration 38F: 3 clusters Score -7072492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -298966.781250 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -298966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -295874.406250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -295874.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -296553.125000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -296553.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296742.843750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -296742.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -296858.687500 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -296858.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -296923.093750 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -296923.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -296969.843750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -296969.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -297012.281250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -297012.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -297058.906250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -297058.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -297107.156250 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -297107.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -297167.718750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -297167.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -297232.093750 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -297232.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -297306.312500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -297306.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -297416.531250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -297416.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -297540.093750 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -297540.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -297678.656250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -297678.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -297888.218750 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -297888.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -298181.000000 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -298181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -298463.062500 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -298463.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -298684.281250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -298684.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -298794.312500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -298794.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -298843.281250 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -298843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -298858.968750 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -298859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -298866.843750 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -298866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -298869.968750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -298870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -298873.625000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -298873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -298874.250000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -298874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -298876.468750 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -298876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -298876.468750 Penalty: 3924.198486
	Iteration 27F: 3 clusters Score -298876.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Entering Unmasked Estep 
Score: -2206397.250000 Penalty: 2450.446533
	Iteration 0F: 2 clusters Score -2206397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2192608.250000 Penalty: 4900.893066
	Iteration 0F: 3 clusters Score -2192608 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2197633.250000 Penalty: 4900.893066
	Iteration 1F: 3 clusters Score -2197633 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2198830.000000 Penalty: 4900.893066
	Iteration 2F: 3 clusters Score -2198830 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2200700.250000 Penalty: 4900.893066
	Iteration 3F: 3 clusters Score -2200700 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2202479.000000 Penalty: 4900.893066
	Iteration 4F: 3 clusters Score -2202479 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2203665.000000 Penalty: 4900.893066
	Iteration 5F: 3 clusters Score -2203665 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2204566.750000 Penalty: 4900.893066
	Iteration 6F: 3 clusters Score -2204567 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2205260.500000 Penalty: 4900.893066
	Iteration 7Q: 3 clusters Score -2205260 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2205822.750000 Penalty: 4900.893066
	Iteration 8Q: 3 clusters Score -2205823 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2206251.000000 Penalty: 4900.893066
	Iteration 9Q: 3 clusters Score -2206251 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2206542.000000 Penalty: 4900.893066
	Iteration 10Q: 3 clusters Score -2206542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2206752.250000 Penalty: 4900.893066
	Iteration 11Q: 3 clusters Score -2206752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2206908.500000 Penalty: 4900.893066
	Iteration 12Q: 3 clusters Score -2206908 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2207060.000000 Penalty: 4900.893066
	Iteration 13Q: 3 clusters Score -2207060 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2207206.250000 Penalty: 4900.893066
	Iteration 14Q: 3 clusters Score -2207206 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2207391.250000 Penalty: 4900.893066
	Iteration 15Q: 3 clusters Score -2207391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2207551.250000 Penalty: 4900.893066
	Iteration 16Q: 3 clusters Score -2207551 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2207667.000000 Penalty: 4900.893066
	Iteration 17Q: 3 clusters Score -2207667 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2207756.000000 Penalty: 4900.893066
	Iteration 18Q: 3 clusters Score -2207756 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2207821.000000 Penalty: 4900.893066
	Iteration 19Q: 3 clusters Score -2207821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2207887.250000 Penalty: 4900.893066
	Iteration 20F: 3 clusters Score -2207887 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2207948.000000 Penalty: 4900.893066
	Iteration 21Q: 3 clusters Score -2207948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2208008.750000 Penalty: 4900.893066
	Iteration 22Q: 3 clusters Score -2208009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2208073.750000 Penalty: 4900.893066
	Iteration 23Q: 3 clusters Score -2208074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2208161.000000 Penalty: 4900.893066
	Iteration 24Q: 3 clusters Score -2208161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2208256.250000 Penalty: 4900.893066
	Iteration 25Q: 3 clusters Score -2208256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2208349.000000 Penalty: 4900.893066
	Iteration 26Q: 3 clusters Score -2208349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2208434.250000 Penalty: 4900.893066
	Iteration 27Q: 3 clusters Score -2208434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2208475.750000 Penalty: 4900.893066
	Iteration 28Q: 3 clusters Score -2208476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2208493.500000 Penalty: 4900.893066
	Iteration 29Q: 3 clusters Score -2208494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2208500.750000 Penalty: 4900.893066
	Iteration 30Q: 3 clusters Score -2208501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2208512.000000 Penalty: 4900.893066
	Iteration 31Q: 3 clusters Score -2208512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2208514.250000 Penalty: 4900.893066
	Iteration 32Q: 3 clusters Score -2208514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2208519.500000 Penalty: 4900.893066
	Iteration 33Q: 3 clusters Score -2208520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2208523.500000 Penalty: 4900.893066
	Iteration 34Q: 3 clusters Score -2208524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2208524.250000 Penalty: 4900.893066
	Iteration 35Q: 3 clusters Score -2208524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2208529.000000 Penalty: 4900.893066
	Iteration 36Q: 3 clusters Score -2208529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2208530.750000 Penalty: 4900.893066
	Iteration 37Q: 3 clusters Score -2208531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2208536.500000 Penalty: 4900.893066
	Iteration 38Q: 3 clusters Score -2208536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2208535.500000 Penalty: 4900.893066
	Iteration 39Q: 3 clusters Score -2208536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2208539.250000 Penalty: 4900.893066
	Iteration 40F: 3 clusters Score -2208539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2208539.750000 Penalty: 4900.893066
	Iteration 41Q: 3 clusters Score -2208540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2208540.750000 Penalty: 4900.893066
	Iteration 42Q: 3 clusters Score -2208541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2208540.750000 Penalty: 4900.893066
	Iteration 43F: 3 clusters Score -2208541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Entering Unmasked Estep 
Score: -44958220.000000 Penalty: 70282.882812
Splitting cluster 3 changes total score from -44956524.000000 to -44958220.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -729483.812500 Penalty: 2177.825684
	Iteration 0F: 2 clusters Score -729483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -723999.437500 Penalty: 4355.651367
	Iteration 0F: 3 clusters Score -723999.4 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -725457.562500 Penalty: 4355.651367
	Iteration 1F: 3 clusters Score -725457.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -725861.687500 Penalty: 4355.651367
	Iteration 2F: 3 clusters Score -725861.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -726215.937500 Penalty: 4355.651367
	Iteration 3F: 3 clusters Score -726215.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -726583.187500 Penalty: 4355.651367
	Iteration 4F: 3 clusters Score -726583.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -727013.000000 Penalty: 4355.651367
	Iteration 5F: 3 clusters Score -727013 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -727435.437500 Penalty: 4355.651367
	Iteration 6F: 3 clusters Score -727435.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -727740.312500 Penalty: 4355.651367
	Iteration 7F: 3 clusters Score -727740.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -727927.250000 Penalty: 4355.651367
	Iteration 8Q: 3 clusters Score -727927.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -728024.875000 Penalty: 4355.651367
	Iteration 9Q: 3 clusters Score -728024.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -728085.187500 Penalty: 4355.651367
	Iteration 10Q: 3 clusters Score -728085.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -728140.562500 Penalty: 4355.651367
	Iteration 11Q: 3 clusters Score -728140.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728183.062500 Penalty: 4355.651367
	Iteration 12Q: 3 clusters Score -728183.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -728211.000000 Penalty: 4355.651367
	Iteration 13Q: 3 clusters Score -728211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -728229.437500 Penalty: 4355.651367
	Iteration 14Q: 3 clusters Score -728229.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -728239.937500 Penalty: 4355.651367
	Iteration 15Q: 3 clusters Score -728239.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -728247.375000 Penalty: 4355.651367
	Iteration 16Q: 3 clusters Score -728247.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -728254.500000 Penalty: 4355.651367
	Iteration 17Q: 3 clusters Score -728254.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -728262.375000 Penalty: 4355.651367
	Iteration 18Q: 3 clusters Score -728262.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -728265.000000 Penalty: 4355.651367
	Iteration 19Q: 3 clusters Score -728265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -728269.000000 Penalty: 4355.651367
	Iteration 20F: 3 clusters Score -728269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -728270.187500 Penalty: 4355.651367
	Iteration 21Q: 3 clusters Score -728270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -728273.000000 Penalty: 4355.651367
	Iteration 22Q: 3 clusters Score -728273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -728273.437500 Penalty: 4355.651367
	Iteration 23Q: 3 clusters Score -728273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -728275.625000 Penalty: 4355.651367
	Iteration 24Q: 3 clusters Score -728275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -728275.375000 Penalty: 4355.651367
	Iteration 25Q: 3 clusters Score -728275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -728275.437500 Penalty: 4355.651367
	Iteration 26Q: 3 clusters Score -728275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -728275.562500 Penalty: 4355.651367
	Iteration 27Q: 3 clusters Score -728275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -728277.625000 Penalty: 4355.651367
	Iteration 28Q: 3 clusters Score -728277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -728280.125000 Penalty: 4355.651367
	Iteration 29Q: 3 clusters Score -728280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -728281.750000 Penalty: 4355.651367
	Iteration 30Q: 3 clusters Score -728281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -728287.625000 Penalty: 4355.651367
	Iteration 31Q: 3 clusters Score -728287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -728290.062500 Penalty: 4355.651367
	Iteration 32Q: 3 clusters Score -728290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -728292.562500 Penalty: 4355.651367
	Iteration 33Q: 3 clusters Score -728292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -728296.000000 Penalty: 4355.651367
	Iteration 34Q: 3 clusters Score -728296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -728300.187500 Penalty: 4355.651367
	Iteration 35Q: 3 clusters Score -728300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -728304.687500 Penalty: 4355.651367
	Iteration 36Q: 3 clusters Score -728304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -728306.875000 Penalty: 4355.651367
	Iteration 37Q: 3 clusters Score -728306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -728307.437500 Penalty: 4355.651367
	Iteration 38Q: 3 clusters Score -728307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -728306.437500 Penalty: 4355.651367
	Iteration 39Q: 3 clusters Score -728306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -728309.875000 Penalty: 4355.651367
	Iteration 40F: 3 clusters Score -728309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -728308.875000 Penalty: 4355.651367
	Iteration 41Q: 3 clusters Score -728308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -728310.437500 Penalty: 4355.651367
	Iteration 42Q: 3 clusters Score -728310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -728314.125000 Penalty: 4355.651367
	Iteration 43Q: 3 clusters Score -728314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -728315.000000 Penalty: 4355.651367
	Iteration 44Q: 3 clusters Score -728315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -728317.000000 Penalty: 4355.651367
	Iteration 45Q: 3 clusters Score -728317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -728319.250000 Penalty: 4355.651367
	Iteration 46Q: 3 clusters Score -728319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -728323.562500 Penalty: 4355.651367
	Iteration 47Q: 3 clusters Score -728323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -728323.750000 Penalty: 4355.651367
	Iteration 48Q: 3 clusters Score -728323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -728323.812500 Penalty: 4355.651367
	Iteration 49Q: 3 clusters Score -728323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -728325.375000 Penalty: 4355.651367
	Iteration 50Q: 3 clusters Score -728325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -728324.937500 Penalty: 4355.651367
	Iteration 51Q: 3 clusters Score -728324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -728325.687500 Penalty: 4355.651367
	Iteration 52Q: 3 clusters Score -728325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -728326.375000 Penalty: 4355.651367
	Iteration 53Q: 3 clusters Score -728326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -728326.375000 Penalty: 4355.651367
	Iteration 54F: 3 clusters Score -728326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -604442.312500 Penalty: 2130.568359
	Iteration 0F: 2 clusters Score -604442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -599650.437500 Penalty: 4261.136719
	Iteration 0F: 3 clusters Score -599650.4 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -600853.687500 Penalty: 4261.136719
	Iteration 1F: 3 clusters Score -600853.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -601267.187500 Penalty: 4261.136719
	Iteration 2F: 3 clusters Score -601267.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -601740.375000 Penalty: 4261.136719
	Iteration 3F: 3 clusters Score -601740.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -602238.812500 Penalty: 4261.136719
	Iteration 4F: 3 clusters Score -602238.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -602668.500000 Penalty: 4261.136719
	Iteration 5F: 3 clusters Score -602668.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -602991.375000 Penalty: 4261.136719
	Iteration 6F: 3 clusters Score -602991.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -603250.812500 Penalty: 4261.136719
	Iteration 7Q: 3 clusters Score -603250.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -603485.687500 Penalty: 4261.136719
	Iteration 8Q: 3 clusters Score -603485.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -603656.687500 Penalty: 4261.136719
	Iteration 9Q: 3 clusters Score -603656.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -603797.812500 Penalty: 4261.136719
	Iteration 10Q: 3 clusters Score -603797.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -603880.437500 Penalty: 4261.136719
	Iteration 11Q: 3 clusters Score -603880.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -603938.062500 Penalty: 4261.136719
	Iteration 12Q: 3 clusters Score -603938.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -603997.937500 Penalty: 4261.136719
	Iteration 13Q: 3 clusters Score -603997.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -604053.500000 Penalty: 4261.136719
	Iteration 14Q: 3 clusters Score -604053.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -604107.625000 Penalty: 4261.136719
	Iteration 15Q: 3 clusters Score -604107.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -604173.312500 Penalty: 4261.136719
	Iteration 16Q: 3 clusters Score -604173.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -604231.000000 Penalty: 4261.136719
	Iteration 17Q: 3 clusters Score -604231 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -604286.625000 Penalty: 4261.136719
	Iteration 18Q: 3 clusters Score -604286.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -604336.562500 Penalty: 4261.136719
	Iteration 19Q: 3 clusters Score -604336.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -604412.250000 Penalty: 4261.136719
	Iteration 20F: 3 clusters Score -604412.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -604490.562500 Penalty: 4261.136719
	Iteration 21Q: 3 clusters Score -604490.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -604587.187500 Penalty: 4261.136719
	Iteration 22Q: 3 clusters Score -604587.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -604701.187500 Penalty: 4261.136719
	Iteration 23Q: 3 clusters Score -604701.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -604829.687500 Penalty: 4261.136719
	Iteration 24Q: 3 clusters Score -604829.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -605004.437500 Penalty: 4261.136719
	Iteration 25Q: 3 clusters Score -605004.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -605268.750000 Penalty: 4261.136719
	Iteration 26Q: 3 clusters Score -605268.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -605782.062500 Penalty: 4261.136719
	Iteration 27Q: 3 clusters Score -605782.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -606109.187500 Penalty: 4261.136719
	Iteration 28Q: 3 clusters Score -606109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -606144.187500 Penalty: 4261.136719
	Iteration 29Q: 3 clusters Score -606144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -606150.187500 Penalty: 4261.136719
	Iteration 30Q: 3 clusters Score -606150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -606151.562500 Penalty: 4261.136719
	Iteration 31Q: 3 clusters Score -606151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -606153.062500 Penalty: 4261.136719
	Iteration 32Q: 3 clusters Score -606153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -606153.062500 Penalty: 4261.136719
	Iteration 33F: 3 clusters Score -606153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Entering Unmasked Estep 
Score: -44958812.000000 Penalty: 73477.562500
Splitting cluster 5 changes total score from -44956524.000000 to -44958812.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (12293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Entering Unmasked Estep 
Score: -1436925.750000 Penalty: 2335.362793
	Iteration 0F: 2 clusters Score -1436926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1427804.375000 Penalty: 4670.725586
	Iteration 0F: 3 clusters Score -1427804 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1430837.125000 Penalty: 4670.725586
	Iteration 1F: 3 clusters Score -1430837 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1431393.000000 Penalty: 4670.725586
	Iteration 2F: 3 clusters Score -1431393 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1431940.750000 Penalty: 4670.725586
	Iteration 3F: 3 clusters Score -1431941 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1432544.500000 Penalty: 4670.725586
	Iteration 4F: 3 clusters Score -1432544 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1433163.000000 Penalty: 4670.725586
	Iteration 5F: 3 clusters Score -1433163 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1433768.375000 Penalty: 4670.725586
	Iteration 6F: 3 clusters Score -1433768 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1434350.000000 Penalty: 4670.725586
	Iteration 7F: 3 clusters Score -1434350 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1434861.000000 Penalty: 4670.725586
	Iteration 8F: 3 clusters Score -1434861 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1435228.000000 Penalty: 4670.725586
	Iteration 9Q: 3 clusters Score -1435228 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1435460.375000 Penalty: 4670.725586
	Iteration 10Q: 3 clusters Score -1435460 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1435631.875000 Penalty: 4670.725586
	Iteration 11Q: 3 clusters Score -1435632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1435743.750000 Penalty: 4670.725586
	Iteration 12Q: 3 clusters Score -1435744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1435801.250000 Penalty: 4670.725586
	Iteration 13Q: 3 clusters Score -1435801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1435844.000000 Penalty: 4670.725586
	Iteration 14Q: 3 clusters Score -1435844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1435866.375000 Penalty: 4670.725586
	Iteration 15Q: 3 clusters Score -1435866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1435882.625000 Penalty: 4670.725586
	Iteration 16Q: 3 clusters Score -1435883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1435889.250000 Penalty: 4670.725586
	Iteration 17Q: 3 clusters Score -1435889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1435897.375000 Penalty: 4670.725586
	Iteration 18Q: 3 clusters Score -1435897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1435904.625000 Penalty: 4670.725586
	Iteration 19Q: 3 clusters Score -1435905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1435910.250000 Penalty: 4670.725586
	Iteration 20F: 3 clusters Score -1435910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1435918.250000 Penalty: 4670.725586
	Iteration 21Q: 3 clusters Score -1435918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1435918.125000 Penalty: 4670.725586
	Iteration 22Q: 3 clusters Score -1435918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1435925.750000 Penalty: 4670.725586
	Iteration 23Q: 3 clusters Score -1435926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1435929.250000 Penalty: 4670.725586
	Iteration 24Q: 3 clusters Score -1435929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1435928.750000 Penalty: 4670.725586
	Iteration 25Q: 3 clusters Score -1435929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1435928.625000 Penalty: 4670.725586
	Iteration 26Q: 3 clusters Score -1435929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1435928.000000 Penalty: 4670.725586
	Iteration 27Q: 3 clusters Score -1435928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1435927.000000 Penalty: 4670.725586
	Iteration 28Q: 3 clusters Score -1435927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1435930.750000 Penalty: 4670.725586
	Iteration 29Q: 3 clusters Score -1435931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1435930.250000 Penalty: 4670.725586
	Iteration 30Q: 3 clusters Score -1435930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1435932.500000 Penalty: 4670.725586
	Iteration 31Q: 3 clusters Score -1435932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1435929.625000 Penalty: 4670.725586
	Iteration 32Q: 3 clusters Score -1435930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1435933.500000 Penalty: 4670.725586
	Iteration 33Q: 3 clusters Score -1435934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1435934.500000 Penalty: 4670.725586
	Iteration 34Q: 3 clusters Score -1435934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1435935.125000 Penalty: 4670.725586
	Iteration 35Q: 3 clusters Score -1435935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1435935.125000 Penalty: 4670.725586
	Iteration 36F: 3 clusters Score -1435935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Entering Unmasked Estep 
Score: -1123490.375000 Penalty: 2278.672852
	Iteration 0F: 2 clusters Score -1123490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1115974.000000 Penalty: 4557.345703
	Iteration 0F: 3 clusters Score -1115974 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1118543.250000 Penalty: 4557.345703
	Iteration 1F: 3 clusters Score -1118543 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1119492.500000 Penalty: 4557.345703
	Iteration 2F: 3 clusters Score -1119492 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1120696.625000 Penalty: 4557.345703
	Iteration 3F: 3 clusters Score -1120697 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1122194.250000 Penalty: 4557.345703
	Iteration 4F: 3 clusters Score -1122194 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1123836.625000 Penalty: 4557.345703
	Iteration 5F: 3 clusters Score -1123837 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1125104.625000 Penalty: 4557.345703
	Iteration 6F: 3 clusters Score -1125105 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1125709.375000 Penalty: 4557.345703
	Iteration 7Q: 3 clusters Score -1125709 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1126097.250000 Penalty: 4557.345703
	Iteration 8Q: 3 clusters Score -1126097 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1126493.500000 Penalty: 4557.345703
	Iteration 9Q: 3 clusters Score -1126494 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1126741.500000 Penalty: 4557.345703
	Iteration 10Q: 3 clusters Score -1126742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1126841.375000 Penalty: 4557.345703
	Iteration 11Q: 3 clusters Score -1126841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1126881.750000 Penalty: 4557.345703
	Iteration 12Q: 3 clusters Score -1126882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1126897.875000 Penalty: 4557.345703
	Iteration 13Q: 3 clusters Score -1126898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1126900.250000 Penalty: 4557.345703
	Iteration 14Q: 3 clusters Score -1126900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1126903.375000 Penalty: 4557.345703
	Iteration 15Q: 3 clusters Score -1126903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1126901.125000 Penalty: 4557.345703
	Iteration 16Q: 3 clusters Score -1126901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1126902.500000 Penalty: 4557.345703
	Iteration 17Q: 3 clusters Score -1126902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1126903.500000 Penalty: 4557.345703
	Iteration 18Q: 3 clusters Score -1126904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1126903.625000 Penalty: 4557.345703
	Iteration 19Q: 3 clusters Score -1126904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1126904.750000 Penalty: 4557.345703
	Iteration 20F: 3 clusters Score -1126905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1126904.625000 Penalty: 4557.345703
	Iteration 21Q: 3 clusters Score -1126905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1126904.625000 Penalty: 4557.345703
	Iteration 22F: 3 clusters Score -1126905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Entering Unmasked Estep 
Score: -44961108.000000 Penalty: 76672.242188
Splitting cluster 7 changes total score from -44956524.000000 to -44961108.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -443465.531250 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -443465.5 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 2174 members 
Entering Unmasked Estep 
Score: -439396.000000 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -439396 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -440685.843750 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -440685.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -441332.062500 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -441332.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -441939.468750 Penalty: 4158.749512
	Iteration 3F: 3 clusters Score -441939.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -442334.312500 Penalty: 4158.749512
	Iteration 4F: 3 clusters Score -442334.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -442543.125000 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -442543.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -442665.562500 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -442665.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -442742.906250 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -442742.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -442796.031250 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -442796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -442827.468750 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -442827.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -442850.656250 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -442850.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -442875.625000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -442875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -442893.781250 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -442893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -442903.562500 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -442903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -442910.312500 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -442910.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -442914.718750 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -442914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -442918.093750 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -442918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -442919.687500 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -442919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -442921.625000 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -442921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442924.875000 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -442924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -442928.625000 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -442928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -442929.031250 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -442929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -442929.093750 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -442929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -442930.593750 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -442930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -442930.593750 Penalty: 4158.749512
	Iteration 24F: 3 clusters Score -442930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -838201.500000 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -838201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -832048.000000 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -832048 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -834061.375000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -834061.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -834788.437500 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -834788.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -835492.062500 Penalty: 4428.474121
	Iteration 3F: 3 clusters Score -835492.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -836179.250000 Penalty: 4428.474121
	Iteration 4F: 3 clusters Score -836179.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -836859.687500 Penalty: 4428.474121
	Iteration 5F: 3 clusters Score -836859.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -837398.500000 Penalty: 4428.474121
	Iteration 6F: 3 clusters Score -837398.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -837762.312500 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -837762.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -838041.500000 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -838041.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -838275.250000 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -838275.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -838434.375000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -838434.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -838538.750000 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -838538.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -838604.250000 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -838604.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -838649.812500 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -838649.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -838680.187500 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -838680.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -838694.125000 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -838694.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -838706.062500 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -838706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -838712.687500 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -838712.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -838715.375000 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -838715.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -838718.062500 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -838718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -838720.375000 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -838720.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -838723.937500 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -838723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -838725.562500 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -838725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -838728.250000 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -838728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -838729.000000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -838729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -838730.812500 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -838730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -838732.750000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -838732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -838733.250000 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -838733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -838736.437500 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -838736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -838739.375000 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -838739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -838739.750000 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -838739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -838740.125000 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -838740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -838748.562500 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -838748.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -838766.437500 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -838766.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -838807.562500 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -838807.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -838895.875000 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -838895.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -839085.875000 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -839085.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -839200.375000 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -839200.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -839221.312500 Penalty: 4428.474121
	Iteration 38Q: 3 clusters Score -839221.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -839225.625000 Penalty: 4428.474121
	Iteration 39Q: 3 clusters Score -839225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -839228.375000 Penalty: 4428.474121
	Iteration 40F: 3 clusters Score -839228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -839228.062500 Penalty: 4428.474121
	Iteration 41Q: 3 clusters Score -839228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -839227.375000 Penalty: 4428.474121
	Iteration 42Q: 3 clusters Score -839227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -839227.750000 Penalty: 4428.474121
	Iteration 43Q: 3 clusters Score -839227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -839227.750000 Penalty: 4428.474121
	Iteration 44F: 3 clusters Score -839227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Entering Unmasked Estep 
Score: -44961256.000000 Penalty: 79866.914062
Splitting cluster 9 changes total score from -44956524.000000 to -44961256.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -893450.312500 Penalty: 2225.925049
	Iteration 0F: 2 clusters Score -893450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -887167.500000 Penalty: 4451.850098
	Iteration 0F: 3 clusters Score -887167.5 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -888972.812500 Penalty: 4451.850098
	Iteration 1F: 3 clusters Score -888972.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -889275.312500 Penalty: 4451.850098
	Iteration 2F: 3 clusters Score -889275.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -889506.875000 Penalty: 4451.850098
	Iteration 3F: 3 clusters Score -889506.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -889709.125000 Penalty: 4451.850098
	Iteration 4Q: 3 clusters Score -889709.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -889902.937500 Penalty: 4451.850098
	Iteration 5Q: 3 clusters Score -889902.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -890099.875000 Penalty: 4451.850098
	Iteration 6Q: 3 clusters Score -890099.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -890317.000000 Penalty: 4451.850098
	Iteration 7Q: 3 clusters Score -890317 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -890522.000000 Penalty: 4451.850098
	Iteration 8Q: 3 clusters Score -890522 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -890702.000000 Penalty: 4451.850098
	Iteration 9Q: 3 clusters Score -890702 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -890863.125000 Penalty: 4451.850098
	Iteration 10Q: 3 clusters Score -890863.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -891019.437500 Penalty: 4451.850098
	Iteration 11Q: 3 clusters Score -891019.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -891148.062500 Penalty: 4451.850098
	Iteration 12Q: 3 clusters Score -891148.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -891240.375000 Penalty: 4451.850098
	Iteration 13Q: 3 clusters Score -891240.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -891308.187500 Penalty: 4451.850098
	Iteration 14Q: 3 clusters Score -891308.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -891362.125000 Penalty: 4451.850098
	Iteration 15Q: 3 clusters Score -891362.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -891406.875000 Penalty: 4451.850098
	Iteration 16Q: 3 clusters Score -891406.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -891452.187500 Penalty: 4451.850098
	Iteration 17Q: 3 clusters Score -891452.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -891490.750000 Penalty: 4451.850098
	Iteration 18Q: 3 clusters Score -891490.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -891524.125000 Penalty: 4451.850098
	Iteration 19Q: 3 clusters Score -891524.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -891543.500000 Penalty: 4451.850098
	Iteration 20F: 3 clusters Score -891543.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -891554.875000 Penalty: 4451.850098
	Iteration 21Q: 3 clusters Score -891554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -891564.937500 Penalty: 4451.850098
	Iteration 22Q: 3 clusters Score -891564.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -891571.875000 Penalty: 4451.850098
	Iteration 23Q: 3 clusters Score -891571.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -891577.187500 Penalty: 4451.850098
	Iteration 24Q: 3 clusters Score -891577.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -891582.250000 Penalty: 4451.850098
	Iteration 25Q: 3 clusters Score -891582.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -891594.562500 Penalty: 4451.850098
	Iteration 26Q: 3 clusters Score -891594.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -891606.187500 Penalty: 4451.850098
	Iteration 27Q: 3 clusters Score -891606.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -891620.625000 Penalty: 4451.850098
	Iteration 28Q: 3 clusters Score -891620.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -891639.125000 Penalty: 4451.850098
	Iteration 29Q: 3 clusters Score -891639.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -891651.687500 Penalty: 4451.850098
	Iteration 30Q: 3 clusters Score -891651.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -891668.375000 Penalty: 4451.850098
	Iteration 31Q: 3 clusters Score -891668.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -891683.062500 Penalty: 4451.850098
	Iteration 32Q: 3 clusters Score -891683.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -891697.562500 Penalty: 4451.850098
	Iteration 33Q: 3 clusters Score -891697.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -891709.750000 Penalty: 4451.850098
	Iteration 34Q: 3 clusters Score -891709.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -891724.500000 Penalty: 4451.850098
	Iteration 35Q: 3 clusters Score -891724.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -891738.500000 Penalty: 4451.850098
	Iteration 36Q: 3 clusters Score -891738.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -891749.000000 Penalty: 4451.850098
	Iteration 37Q: 3 clusters Score -891749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -891760.312500 Penalty: 4451.850098
	Iteration 38Q: 3 clusters Score -891760.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -891770.500000 Penalty: 4451.850098
	Iteration 39Q: 3 clusters Score -891770.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -891781.062500 Penalty: 4451.850098
	Iteration 40F: 3 clusters Score -891781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -891788.187500 Penalty: 4451.850098
	Iteration 41Q: 3 clusters Score -891788.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -891800.750000 Penalty: 4451.850098
	Iteration 42Q: 3 clusters Score -891800.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -891808.312500 Penalty: 4451.850098
	Iteration 43Q: 3 clusters Score -891808.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -891812.375000 Penalty: 4451.850098
	Iteration 44Q: 3 clusters Score -891812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -891817.562500 Penalty: 4451.850098
	Iteration 45Q: 3 clusters Score -891817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -891822.562500 Penalty: 4451.850098
	Iteration 46Q: 3 clusters Score -891822.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -891823.750000 Penalty: 4451.850098
	Iteration 47Q: 3 clusters Score -891823.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -891827.000000 Penalty: 4451.850098
	Iteration 48Q: 3 clusters Score -891827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -891832.437500 Penalty: 4451.850098
	Iteration 49Q: 3 clusters Score -891832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -891835.500000 Penalty: 4451.850098
	Iteration 50Q: 3 clusters Score -891835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -891840.000000 Penalty: 4451.850098
	Iteration 51Q: 3 clusters Score -891840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -891841.750000 Penalty: 4451.850098
	Iteration 52Q: 3 clusters Score -891841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -891843.812500 Penalty: 4451.850098
	Iteration 53Q: 3 clusters Score -891843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -891848.500000 Penalty: 4451.850098
	Iteration 54Q: 3 clusters Score -891848.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -891855.812500 Penalty: 4451.850098
	Iteration 55Q: 3 clusters Score -891855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -891859.625000 Penalty: 4451.850098
	Iteration 56Q: 3 clusters Score -891859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -891861.312500 Penalty: 4451.850098
	Iteration 57Q: 3 clusters Score -891861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -891861.562500 Penalty: 4451.850098
	Iteration 58Q: 3 clusters Score -891861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -891864.250000 Penalty: 4451.850098
	Iteration 59Q: 3 clusters Score -891864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -891862.687500 Penalty: 4451.850098
	Iteration 60F: 3 clusters Score -891862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -891867.750000 Penalty: 4451.850098
	Iteration 61Q: 3 clusters Score -891867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -891870.187500 Penalty: 4451.850098
	Iteration 62Q: 3 clusters Score -891870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -891873.125000 Penalty: 4451.850098
	Iteration 63Q: 3 clusters Score -891873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -891874.937500 Penalty: 4451.850098
	Iteration 64Q: 3 clusters Score -891874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -891875.625000 Penalty: 4451.850098
	Iteration 65Q: 3 clusters Score -891875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -891878.250000 Penalty: 4451.850098
	Iteration 66Q: 3 clusters Score -891878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -891878.250000 Penalty: 4451.850098
	Iteration 67F: 3 clusters Score -891878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Entering Unmasked Estep 
Score: -1826670.375000 Penalty: 2398.811279
	Iteration 0F: 2 clusters Score -1826670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1815364.125000 Penalty: 4797.622559
	Iteration 0F: 3 clusters Score -1815364 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1820586.250000 Penalty: 4797.622559
	Iteration 1F: 3 clusters Score -1820586 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1822982.375000 Penalty: 4797.622559
	Iteration 2F: 3 clusters Score -1822982 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1825485.375000 Penalty: 4797.622559
	Iteration 3F: 3 clusters Score -1825485 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1827993.625000 Penalty: 4797.622559
	Iteration 4F: 3 clusters Score -1827994 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1829144.875000 Penalty: 4797.622559
	Iteration 5F: 3 clusters Score -1829145 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1829552.500000 Penalty: 4797.622559
	Iteration 6Q: 3 clusters Score -1829552 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1829760.250000 Penalty: 4797.622559
	Iteration 7Q: 3 clusters Score -1829760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1829941.875000 Penalty: 4797.622559
	Iteration 8Q: 3 clusters Score -1829942 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1830095.000000 Penalty: 4797.622559
	Iteration 9Q: 3 clusters Score -1830095 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1830217.500000 Penalty: 4797.622559
	Iteration 10Q: 3 clusters Score -1830218 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1830315.125000 Penalty: 4797.622559
	Iteration 11Q: 3 clusters Score -1830315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1830382.500000 Penalty: 4797.622559
	Iteration 12Q: 3 clusters Score -1830382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1830430.250000 Penalty: 4797.622559
	Iteration 13Q: 3 clusters Score -1830430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1830465.500000 Penalty: 4797.622559
	Iteration 14Q: 3 clusters Score -1830466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1830476.250000 Penalty: 4797.622559
	Iteration 15Q: 3 clusters Score -1830476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1830491.500000 Penalty: 4797.622559
	Iteration 16Q: 3 clusters Score -1830492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1830502.625000 Penalty: 4797.622559
	Iteration 17Q: 3 clusters Score -1830503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1830505.375000 Penalty: 4797.622559
	Iteration 18Q: 3 clusters Score -1830505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1830514.250000 Penalty: 4797.622559
	Iteration 19Q: 3 clusters Score -1830514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1830517.375000 Penalty: 4797.622559
	Iteration 20F: 3 clusters Score -1830517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1830522.125000 Penalty: 4797.622559
	Iteration 21Q: 3 clusters Score -1830522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1830531.750000 Penalty: 4797.622559
	Iteration 22Q: 3 clusters Score -1830532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1830537.250000 Penalty: 4797.622559
	Iteration 23Q: 3 clusters Score -1830537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1830538.625000 Penalty: 4797.622559
	Iteration 24Q: 3 clusters Score -1830539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1830543.500000 Penalty: 4797.622559
	Iteration 25Q: 3 clusters Score -1830544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1830547.625000 Penalty: 4797.622559
	Iteration 26Q: 3 clusters Score -1830548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1830546.625000 Penalty: 4797.622559
	Iteration 27Q: 3 clusters Score -1830547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1830543.000000 Penalty: 4797.622559
	Iteration 28Q: 3 clusters Score -1830543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1830546.875000 Penalty: 4797.622559
	Iteration 29Q: 3 clusters Score -1830547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1830545.500000 Penalty: 4797.622559
	Iteration 30Q: 3 clusters Score -1830546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1830545.500000 Penalty: 4797.622559
	Iteration 31F: 3 clusters Score -1830546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 12021 members 
Entering Unmasked Estep 
Score: -44964240.000000 Penalty: 83061.593750
Splitting cluster 11 changes total score from -44956524.000000 to -44964240.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -1415147.500000 Penalty: 2333.662109
	Iteration 0F: 2 clusters Score -1415148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1406132.625000 Penalty: 4667.324219
	Iteration 0F: 3 clusters Score -1406133 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1409065.375000 Penalty: 4667.324219
	Iteration 1F: 3 clusters Score -1409065 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1409605.125000 Penalty: 4667.324219
	Iteration 2F: 3 clusters Score -1409605 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1410225.125000 Penalty: 4667.324219
	Iteration 3F: 3 clusters Score -1410225 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1410981.875000 Penalty: 4667.324219
	Iteration 4F: 3 clusters Score -1410982 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1411830.250000 Penalty: 4667.324219
	Iteration 5F: 3 clusters Score -1411830 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1412654.625000 Penalty: 4667.324219
	Iteration 6F: 3 clusters Score -1412655 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1413243.750000 Penalty: 4667.324219
	Iteration 7F: 3 clusters Score -1413244 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1413628.125000 Penalty: 4667.324219
	Iteration 8Q: 3 clusters Score -1413628 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1413931.250000 Penalty: 4667.324219
	Iteration 9Q: 3 clusters Score -1413931 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1414243.375000 Penalty: 4667.324219
	Iteration 10Q: 3 clusters Score -1414243 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1414532.625000 Penalty: 4667.324219
	Iteration 11Q: 3 clusters Score -1414533 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1414709.625000 Penalty: 4667.324219
	Iteration 12Q: 3 clusters Score -1414710 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1414800.750000 Penalty: 4667.324219
	Iteration 13Q: 3 clusters Score -1414801 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1414856.000000 Penalty: 4667.324219
	Iteration 14Q: 3 clusters Score -1414856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1414887.000000 Penalty: 4667.324219
	Iteration 15Q: 3 clusters Score -1414887 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1414915.750000 Penalty: 4667.324219
	Iteration 16Q: 3 clusters Score -1414916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1414935.250000 Penalty: 4667.324219
	Iteration 17Q: 3 clusters Score -1414935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1414946.875000 Penalty: 4667.324219
	Iteration 18Q: 3 clusters Score -1414947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1414957.875000 Penalty: 4667.324219
	Iteration 19Q: 3 clusters Score -1414958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1414965.375000 Penalty: 4667.324219
	Iteration 20F: 3 clusters Score -1414965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1414976.000000 Penalty: 4667.324219
	Iteration 21Q: 3 clusters Score -1414976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1414982.875000 Penalty: 4667.324219
	Iteration 22Q: 3 clusters Score -1414983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1414992.625000 Penalty: 4667.324219
	Iteration 23Q: 3 clusters Score -1414993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1414994.000000 Penalty: 4667.324219
	Iteration 24Q: 3 clusters Score -1414994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1414995.875000 Penalty: 4667.324219
	Iteration 25Q: 3 clusters Score -1414996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1414997.875000 Penalty: 4667.324219
	Iteration 26Q: 3 clusters Score -1414998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1414999.625000 Penalty: 4667.324219
	Iteration 27Q: 3 clusters Score -1415000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1415002.750000 Penalty: 4667.324219
	Iteration 28Q: 3 clusters Score -1415003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1415005.250000 Penalty: 4667.324219
	Iteration 29Q: 3 clusters Score -1415005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1415007.500000 Penalty: 4667.324219
	Iteration 30Q: 3 clusters Score -1415008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1415010.000000 Penalty: 4667.324219
	Iteration 31Q: 3 clusters Score -1415010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1415019.000000 Penalty: 4667.324219
	Iteration 32Q: 3 clusters Score -1415019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1415023.875000 Penalty: 4667.324219
	Iteration 33Q: 3 clusters Score -1415024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1415027.875000 Penalty: 4667.324219
	Iteration 34Q: 3 clusters Score -1415028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1415033.875000 Penalty: 4667.324219
	Iteration 35Q: 3 clusters Score -1415034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1415034.250000 Penalty: 4667.324219
	Iteration 36Q: 3 clusters Score -1415034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1415041.625000 Penalty: 4667.324219
	Iteration 37Q: 3 clusters Score -1415042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1415042.875000 Penalty: 4667.324219
	Iteration 38Q: 3 clusters Score -1415043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1415047.750000 Penalty: 4667.324219
	Iteration 39Q: 3 clusters Score -1415048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1415050.000000 Penalty: 4667.324219
	Iteration 40F: 3 clusters Score -1415050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1415052.125000 Penalty: 4667.324219
	Iteration 41Q: 3 clusters Score -1415052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1415049.000000 Penalty: 4667.324219
	Iteration 42Q: 3 clusters Score -1415049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1415049.875000 Penalty: 4667.324219
	Iteration 43Q: 3 clusters Score -1415050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1415053.500000 Penalty: 4667.324219
	Iteration 44Q: 3 clusters Score -1415054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1415049.625000 Penalty: 4667.324219
	Iteration 45Q: 3 clusters Score -1415050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1415050.000000 Penalty: 4667.324219
	Iteration 46Q: 3 clusters Score -1415050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1415051.250000 Penalty: 4667.324219
	Iteration 47Q: 3 clusters Score -1415051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1415048.625000 Penalty: 4667.324219
	Iteration 48Q: 3 clusters Score -1415049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1415048.625000 Penalty: 4667.324219
	Iteration 49F: 3 clusters Score -1415049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Entering Unmasked Estep 
Score: -7941504.500000 Penalty: 2754.495117
	Iteration 0F: 2 clusters Score -7941504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -7897161.000000 Penalty: 5508.990234
	Iteration 0F: 3 clusters Score -7897161 nChanged 30874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7914271.500000 Penalty: 5508.990234
	Iteration 1F: 3 clusters Score -7914272 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -7915062.000000 Penalty: 5508.990234
	Iteration 2Q: 3 clusters Score -7915062 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -7916029.500000 Penalty: 5508.990234
	Iteration 3Q: 3 clusters Score -7916030 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -7917254.000000 Penalty: 5508.990234
	Iteration 4Q: 3 clusters Score -7917254 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7918946.000000 Penalty: 5508.990234
	Iteration 5Q: 3 clusters Score -7918946 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7921114.500000 Penalty: 5508.990234
	Iteration 6F: 3 clusters Score -7921114 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -7923689.000000 Penalty: 5508.990234
	Iteration 7F: 3 clusters Score -7923689 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -7926383.500000 Penalty: 5508.990234
	Iteration 8F: 3 clusters Score -7926384 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -7928655.000000 Penalty: 5508.990234
	Iteration 9F: 3 clusters Score -7928655 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -7930458.500000 Penalty: 5508.990234
	Iteration 10Q: 3 clusters Score -7930458 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -7931673.500000 Penalty: 5508.990234
	Iteration 11Q: 3 clusters Score -7931674 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -7932725.000000 Penalty: 5508.990234
	Iteration 12Q: 3 clusters Score -7932725 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7933541.000000 Penalty: 5508.990234
	Iteration 13Q: 3 clusters Score -7933541 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7934368.000000 Penalty: 5508.990234
	Iteration 14Q: 3 clusters Score -7934368 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -7935079.500000 Penalty: 5508.990234
	Iteration 15Q: 3 clusters Score -7935080 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -7935787.500000 Penalty: 5508.990234
	Iteration 16Q: 3 clusters Score -7935788 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -7936376.000000 Penalty: 5508.990234
	Iteration 17Q: 3 clusters Score -7936376 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7936931.000000 Penalty: 5508.990234
	Iteration 18Q: 3 clusters Score -7936931 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -7937354.500000 Penalty: 5508.990234
	Iteration 19Q: 3 clusters Score -7937354 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -7937723.500000 Penalty: 5508.990234
	Iteration 20F: 3 clusters Score -7937724 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -7938058.500000 Penalty: 5508.990234
	Iteration 21Q: 3 clusters Score -7938058 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -7938292.000000 Penalty: 5508.990234
	Iteration 22Q: 3 clusters Score -7938292 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -7938478.000000 Penalty: 5508.990234
	Iteration 23Q: 3 clusters Score -7938478 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -7938623.500000 Penalty: 5508.990234
	Iteration 24Q: 3 clusters Score -7938624 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -7938780.500000 Penalty: 5508.990234
	Iteration 25Q: 3 clusters Score -7938780 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7938873.500000 Penalty: 5508.990234
	Iteration 26Q: 3 clusters Score -7938874 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -7938935.500000 Penalty: 5508.990234
	Iteration 27Q: 3 clusters Score -7938936 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -7939005.000000 Penalty: 5508.990234
	Iteration 28Q: 3 clusters Score -7939005 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -7939045.500000 Penalty: 5508.990234
	Iteration 29Q: 3 clusters Score -7939046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -7939096.000000 Penalty: 5508.990234
	Iteration 30Q: 3 clusters Score -7939096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -7939128.000000 Penalty: 5508.990234
	Iteration 31Q: 3 clusters Score -7939128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -7939164.500000 Penalty: 5508.990234
	Iteration 32Q: 3 clusters Score -7939164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7939198.000000 Penalty: 5508.990234
	Iteration 33Q: 3 clusters Score -7939198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -7939207.000000 Penalty: 5508.990234
	Iteration 34Q: 3 clusters Score -7939207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -7939218.500000 Penalty: 5508.990234
	Iteration 35Q: 3 clusters Score -7939218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -7939233.000000 Penalty: 5508.990234
	Iteration 36Q: 3 clusters Score -7939233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -7939243.500000 Penalty: 5508.990234
	Iteration 37Q: 3 clusters Score -7939244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -7939247.000000 Penalty: 5508.990234
	Iteration 38Q: 3 clusters Score -7939247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -7939260.500000 Penalty: 5508.990234
	Iteration 39Q: 3 clusters Score -7939260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7939271.500000 Penalty: 5508.990234
	Iteration 40F: 3 clusters Score -7939272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -7939282.500000 Penalty: 5508.990234
	Iteration 41Q: 3 clusters Score -7939282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7939290.000000 Penalty: 5508.990234
	Iteration 42Q: 3 clusters Score -7939290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -7939299.000000 Penalty: 5508.990234
	Iteration 43Q: 3 clusters Score -7939299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -7939309.000000 Penalty: 5508.990234
	Iteration 44Q: 3 clusters Score -7939309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -7939313.500000 Penalty: 5508.990234
	Iteration 45Q: 3 clusters Score -7939314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -7939320.500000 Penalty: 5508.990234
	Iteration 46Q: 3 clusters Score -7939320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -7939309.000000 Penalty: 5508.990234
	Iteration 47Q: 3 clusters Score -7939309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -7939328.000000 Penalty: 5508.990234
	Iteration 48Q: 3 clusters Score -7939328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7939340.500000 Penalty: 5508.990234
	Iteration 49Q: 3 clusters Score -7939340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -7939346.000000 Penalty: 5508.990234
	Iteration 50Q: 3 clusters Score -7939346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -7939351.500000 Penalty: 5508.990234
	Iteration 51Q: 3 clusters Score -7939352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -7939358.500000 Penalty: 5508.990234
	Iteration 52Q: 3 clusters Score -7939358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -7939356.000000 Penalty: 5508.990234
	Iteration 53Q: 3 clusters Score -7939356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -7939362.500000 Penalty: 5508.990234
	Iteration 54Q: 3 clusters Score -7939362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7939351.000000 Penalty: 5508.990234
	Iteration 55Q: 3 clusters Score -7939351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7939356.000000 Penalty: 5508.990234
	Iteration 56Q: 3 clusters Score -7939356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -7939360.500000 Penalty: 5508.990234
	Iteration 57Q: 3 clusters Score -7939360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -7939367.500000 Penalty: 5508.990234
	Iteration 58Q: 3 clusters Score -7939368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -7939364.000000 Penalty: 5508.990234
	Iteration 59Q: 3 clusters Score -7939364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -7939365.000000 Penalty: 5508.990234
	Iteration 60F: 3 clusters Score -7939365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -7939366.500000 Penalty: 5508.990234
	Iteration 61Q: 3 clusters Score -7939366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -7939365.500000 Penalty: 5508.990234
	Iteration 62Q: 3 clusters Score -7939366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -7939366.500000 Penalty: 5508.990234
	Iteration 63Q: 3 clusters Score -7939366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -7939368.500000 Penalty: 5508.990234
	Iteration 64Q: 3 clusters Score -7939368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -7939367.000000 Penalty: 5508.990234
	Iteration 65Q: 3 clusters Score -7939367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -7939371.500000 Penalty: 5508.990234
	Iteration 66Q: 3 clusters Score -7939372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -7939371.500000 Penalty: 5508.990234
	Iteration 67F: 3 clusters Score -7939372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Entering Unmasked Estep 
Score: -3579654.500000 Penalty: 2558.038086
	Iteration 0F: 2 clusters Score -3579654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3558870.500000 Penalty: 5116.076172
	Iteration 0F: 3 clusters Score -3558870 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3566244.500000 Penalty: 5116.076172
	Iteration 1F: 3 clusters Score -3566244 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3566733.250000 Penalty: 5116.076172
	Iteration 2Q: 3 clusters Score -3566733 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3567147.500000 Penalty: 5116.076172
	Iteration 3Q: 3 clusters Score -3567148 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3567462.250000 Penalty: 5116.076172
	Iteration 4Q: 3 clusters Score -3567462 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3567771.250000 Penalty: 5116.076172
	Iteration 5Q: 3 clusters Score -3567771 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3568137.250000 Penalty: 5116.076172
	Iteration 6Q: 3 clusters Score -3568137 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3568575.250000 Penalty: 5116.076172
	Iteration 7Q: 3 clusters Score -3568575 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3569135.750000 Penalty: 5116.076172
	Iteration 8Q: 3 clusters Score -3569136 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3569847.250000 Penalty: 5116.076172
	Iteration 9Q: 3 clusters Score -3569847 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3570861.500000 Penalty: 5116.076172
	Iteration 10F: 3 clusters Score -3570862 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3572087.250000 Penalty: 5116.076172
	Iteration 11F: 3 clusters Score -3572087 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3573384.500000 Penalty: 5116.076172
	Iteration 12F: 3 clusters Score -3573384 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3574609.000000 Penalty: 5116.076172
	Iteration 13F: 3 clusters Score -3574609 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3575553.000000 Penalty: 5116.076172
	Iteration 14Q: 3 clusters Score -3575553 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3576244.750000 Penalty: 5116.076172
	Iteration 15Q: 3 clusters Score -3576245 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3576680.000000 Penalty: 5116.076172
	Iteration 16Q: 3 clusters Score -3576680 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3576979.000000 Penalty: 5116.076172
	Iteration 17Q: 3 clusters Score -3576979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3577159.750000 Penalty: 5116.076172
	Iteration 18Q: 3 clusters Score -3577160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3577227.250000 Penalty: 5116.076172
	Iteration 19Q: 3 clusters Score -3577227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3577264.000000 Penalty: 5116.076172
	Iteration 20F: 3 clusters Score -3577264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3577299.000000 Penalty: 5116.076172
	Iteration 21Q: 3 clusters Score -3577299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3577325.500000 Penalty: 5116.076172
	Iteration 22Q: 3 clusters Score -3577326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3577338.000000 Penalty: 5116.076172
	Iteration 23Q: 3 clusters Score -3577338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3577355.250000 Penalty: 5116.076172
	Iteration 24Q: 3 clusters Score -3577355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3577365.000000 Penalty: 5116.076172
	Iteration 25Q: 3 clusters Score -3577365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3577372.250000 Penalty: 5116.076172
	Iteration 26Q: 3 clusters Score -3577372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3577375.000000 Penalty: 5116.076172
	Iteration 27Q: 3 clusters Score -3577375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3577382.250000 Penalty: 5116.076172
	Iteration 28Q: 3 clusters Score -3577382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3577390.000000 Penalty: 5116.076172
	Iteration 29Q: 3 clusters Score -3577390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3577397.250000 Penalty: 5116.076172
	Iteration 30Q: 3 clusters Score -3577397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3577401.000000 Penalty: 5116.076172
	Iteration 31Q: 3 clusters Score -3577401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3577402.000000 Penalty: 5116.076172
	Iteration 32Q: 3 clusters Score -3577402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3577402.250000 Penalty: 5116.076172
	Iteration 33Q: 3 clusters Score -3577402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3577405.750000 Penalty: 5116.076172
	Iteration 34Q: 3 clusters Score -3577406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3577412.750000 Penalty: 5116.076172
	Iteration 35Q: 3 clusters Score -3577413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3577413.750000 Penalty: 5116.076172
	Iteration 36Q: 3 clusters Score -3577414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3577414.500000 Penalty: 5116.076172
	Iteration 37Q: 3 clusters Score -3577414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -3577417.250000 Penalty: 5116.076172
	Iteration 38Q: 3 clusters Score -3577417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3577418.500000 Penalty: 5116.076172
	Iteration 39Q: 3 clusters Score -3577418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3577419.500000 Penalty: 5116.076172
	Iteration 40F: 3 clusters Score -3577420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3577425.000000 Penalty: 5116.076172
	Iteration 41Q: 3 clusters Score -3577425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3577429.750000 Penalty: 5116.076172
	Iteration 42Q: 3 clusters Score -3577430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3577433.250000 Penalty: 5116.076172
	Iteration 43Q: 3 clusters Score -3577433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3577430.750000 Penalty: 5116.076172
	Iteration 44Q: 3 clusters Score -3577431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3577435.500000 Penalty: 5116.076172
	Iteration 45Q: 3 clusters Score -3577436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3577437.000000 Penalty: 5116.076172
	Iteration 46Q: 3 clusters Score -3577437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3577437.000000 Penalty: 5116.076172
	Iteration 47F: 3 clusters Score -3577437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Entering Unmasked Estep 
Score: -10385374.000000 Penalty: 2821.593262
	Iteration 0F: 2 clusters Score -1.038537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10326840.000000 Penalty: 5643.186523
	Iteration 0F: 3 clusters Score -1.032684e+07 nChanged 41188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -10350292.000000 Penalty: 5643.186523
	Iteration 1F: 3 clusters Score -1.035029e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -10351229.000000 Penalty: 5643.186523
	Iteration 2Q: 3 clusters Score -1.035123e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -10352720.000000 Penalty: 5643.186523
	Iteration 3Q: 3 clusters Score -1.035272e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -10355044.000000 Penalty: 5643.186523
	Iteration 4Q: 3 clusters Score -1.035504e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -10358413.000000 Penalty: 5643.186523
	Iteration 5F: 3 clusters Score -1.035841e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -10362351.000000 Penalty: 5643.186523
	Iteration 6F: 3 clusters Score -1.036235e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -10366014.000000 Penalty: 5643.186523
	Iteration 7F: 3 clusters Score -1.036601e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -10369491.000000 Penalty: 5643.186523
	Iteration 8F: 3 clusters Score -1.036949e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -10372577.000000 Penalty: 5643.186523
	Iteration 9F: 3 clusters Score -1.037258e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -10375386.000000 Penalty: 5643.186523
	Iteration 10Q: 3 clusters Score -1.037539e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -10377861.000000 Penalty: 5643.186523
	Iteration 11Q: 3 clusters Score -1.037786e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -10379945.000000 Penalty: 5643.186523
	Iteration 12Q: 3 clusters Score -1.037994e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -10381560.000000 Penalty: 5643.186523
	Iteration 13Q: 3 clusters Score -1.038156e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -10382476.000000 Penalty: 5643.186523
	Iteration 14Q: 3 clusters Score -1.038248e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -10383013.000000 Penalty: 5643.186523
	Iteration 15Q: 3 clusters Score -1.038301e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -10383307.000000 Penalty: 5643.186523
	Iteration 16Q: 3 clusters Score -1.038331e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10383505.000000 Penalty: 5643.186523
	Iteration 17Q: 3 clusters Score -1.03835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10383605.000000 Penalty: 5643.186523
	Iteration 18Q: 3 clusters Score -1.03836e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10383645.000000 Penalty: 5643.186523
	Iteration 19Q: 3 clusters Score -1.038364e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10383679.000000 Penalty: 5643.186523
	Iteration 20F: 3 clusters Score -1.038368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10383721.000000 Penalty: 5643.186523
	Iteration 21Q: 3 clusters Score -1.038372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10383745.000000 Penalty: 5643.186523
	Iteration 22Q: 3 clusters Score -1.038374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10383741.000000 Penalty: 5643.186523
	Iteration 23Q: 3 clusters Score -1.038374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10383742.000000 Penalty: 5643.186523
	Iteration 24Q: 3 clusters Score -1.038374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10383766.000000 Penalty: 5643.186523
	Iteration 25Q: 3 clusters Score -1.038377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10383793.000000 Penalty: 5643.186523
	Iteration 26Q: 3 clusters Score -1.038379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10383794.000000 Penalty: 5643.186523
	Iteration 27Q: 3 clusters Score -1.038379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10383832.000000 Penalty: 5643.186523
	Iteration 28Q: 3 clusters Score -1.038383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10383862.000000 Penalty: 5643.186523
	Iteration 29Q: 3 clusters Score -1.038386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10383879.000000 Penalty: 5643.186523
	Iteration 30Q: 3 clusters Score -1.038388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10383889.000000 Penalty: 5643.186523
	Iteration 31Q: 3 clusters Score -1.038389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10383884.000000 Penalty: 5643.186523
	Iteration 32Q: 3 clusters Score -1.038388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10383889.000000 Penalty: 5643.186523
	Iteration 33Q: 3 clusters Score -1.038389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10383898.000000 Penalty: 5643.186523
	Iteration 34Q: 3 clusters Score -1.03839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10383902.000000 Penalty: 5643.186523
	Iteration 35Q: 3 clusters Score -1.03839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10383904.000000 Penalty: 5643.186523
	Iteration 36Q: 3 clusters Score -1.03839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10383902.000000 Penalty: 5643.186523
	Iteration 37Q: 3 clusters Score -1.03839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10383908.000000 Penalty: 5643.186523
	Iteration 38Q: 3 clusters Score -1.038391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10383905.000000 Penalty: 5643.186523
	Iteration 39Q: 3 clusters Score -1.03839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10383909.000000 Penalty: 5643.186523
	Iteration 40F: 3 clusters Score -1.038391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10383908.000000 Penalty: 5643.186523
	Iteration 41Q: 3 clusters Score -1.038391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10383905.000000 Penalty: 5643.186523
	Iteration 42Q: 3 clusters Score -1.03839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10383905.000000 Penalty: 5643.186523
	Iteration 43F: 3 clusters Score -1.03839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -971756.500000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -971756.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -965032.437500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -965032.4 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -966970.437500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -966970.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -967316.250000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -967316.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -967541.500000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -967541.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -967712.812500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -967712.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -967878.312500 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -967878.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -968053.437500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -968053.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -968285.562500 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -968285.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -968574.562500 Penalty: 4484.969238
	Iteration 8F: 3 clusters Score -968574.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -968954.250000 Penalty: 4484.969238
	Iteration 9F: 3 clusters Score -968954.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -969463.375000 Penalty: 4484.969238
	Iteration 10F: 3 clusters Score -969463.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -969962.125000 Penalty: 4484.969238
	Iteration 11F: 3 clusters Score -969962.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -970347.000000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -970347 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -970755.250000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -970755.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -971219.937500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -971219.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -971522.062500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -971522.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -971731.625000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -971731.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -971868.875000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -971868.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -971945.187500 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -971945.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -971994.437500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -971994.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -972021.187500 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -972021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -972037.312500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -972037.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -972049.062500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -972049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -972060.187500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -972060.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -972066.250000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -972066.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -972070.562500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -972070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -972072.187500 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -972072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -972074.500000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -972074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -972075.125000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -972075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -972077.250000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -972077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -972077.375000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -972077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -972081.812500 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -972081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -972081.812500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -972081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -972084.437500 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -972084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -972083.062500 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -972083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -972085.687500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -972085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -972085.250000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -972085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -972085.250000 Penalty: 4484.969238
	Iteration 37F: 3 clusters Score -972085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 12021 members 
Mstep: Class 27 contains 6402 members 
Entering Unmasked Estep 
Score: -44963600.000000 Penalty: 86256.265625
Splitting cluster 17 changes total score from -44956524.000000 to -44963600.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -1603017.500000 Penalty: 2372.885010
	Iteration 0F: 2 clusters Score -1603018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1592646.875000 Penalty: 4745.770020
	Iteration 0F: 3 clusters Score -1592647 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1596276.000000 Penalty: 4745.770020
	Iteration 1F: 3 clusters Score -1596276 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1597083.250000 Penalty: 4745.770020
	Iteration 2F: 3 clusters Score -1597083 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1598199.750000 Penalty: 4745.770020
	Iteration 3F: 3 clusters Score -1598200 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1599859.000000 Penalty: 4745.770020
	Iteration 4F: 3 clusters Score -1599859 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1601484.375000 Penalty: 4745.770020
	Iteration 5F: 3 clusters Score -1601484 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1602535.375000 Penalty: 4745.770020
	Iteration 6F: 3 clusters Score -1602535 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1603062.750000 Penalty: 4745.770020
	Iteration 7Q: 3 clusters Score -1603063 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1603345.125000 Penalty: 4745.770020
	Iteration 8Q: 3 clusters Score -1603345 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1603510.250000 Penalty: 4745.770020
	Iteration 9Q: 3 clusters Score -1603510 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1603621.125000 Penalty: 4745.770020
	Iteration 10Q: 3 clusters Score -1603621 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1603701.000000 Penalty: 4745.770020
	Iteration 11Q: 3 clusters Score -1603701 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1603755.875000 Penalty: 4745.770020
	Iteration 12Q: 3 clusters Score -1603756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1603816.375000 Penalty: 4745.770020
	Iteration 13Q: 3 clusters Score -1603816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1603858.875000 Penalty: 4745.770020
	Iteration 14Q: 3 clusters Score -1603859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1603893.750000 Penalty: 4745.770020
	Iteration 15Q: 3 clusters Score -1603894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1603921.125000 Penalty: 4745.770020
	Iteration 16Q: 3 clusters Score -1603921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1603951.750000 Penalty: 4745.770020
	Iteration 17Q: 3 clusters Score -1603952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1603976.625000 Penalty: 4745.770020
	Iteration 18Q: 3 clusters Score -1603977 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1603996.375000 Penalty: 4745.770020
	Iteration 19Q: 3 clusters Score -1603996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1604012.000000 Penalty: 4745.770020
	Iteration 20F: 3 clusters Score -1604012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1604022.750000 Penalty: 4745.770020
	Iteration 21Q: 3 clusters Score -1604023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1604033.000000 Penalty: 4745.770020
	Iteration 22Q: 3 clusters Score -1604033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1604044.375000 Penalty: 4745.770020
	Iteration 23Q: 3 clusters Score -1604044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1604054.750000 Penalty: 4745.770020
	Iteration 24Q: 3 clusters Score -1604055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1604066.000000 Penalty: 4745.770020
	Iteration 25Q: 3 clusters Score -1604066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1604075.500000 Penalty: 4745.770020
	Iteration 26Q: 3 clusters Score -1604076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1604083.500000 Penalty: 4745.770020
	Iteration 27Q: 3 clusters Score -1604084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1604090.375000 Penalty: 4745.770020
	Iteration 28Q: 3 clusters Score -1604090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1604093.375000 Penalty: 4745.770020
	Iteration 29Q: 3 clusters Score -1604093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1604095.750000 Penalty: 4745.770020
	Iteration 30Q: 3 clusters Score -1604096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1604100.625000 Penalty: 4745.770020
	Iteration 31Q: 3 clusters Score -1604101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1604099.375000 Penalty: 4745.770020
	Iteration 32Q: 3 clusters Score -1604099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1604103.625000 Penalty: 4745.770020
	Iteration 33Q: 3 clusters Score -1604104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1604104.500000 Penalty: 4745.770020
	Iteration 34Q: 3 clusters Score -1604104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1604104.125000 Penalty: 4745.770020
	Iteration 35Q: 3 clusters Score -1604104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1604107.750000 Penalty: 4745.770020
	Iteration 36Q: 3 clusters Score -1604108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1604107.000000 Penalty: 4745.770020
	Iteration 37Q: 3 clusters Score -1604107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1604107.500000 Penalty: 4745.770020
	Iteration 38Q: 3 clusters Score -1604108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1604113.875000 Penalty: 4745.770020
	Iteration 39Q: 3 clusters Score -1604114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1604115.125000 Penalty: 4745.770020
	Iteration 40F: 3 clusters Score -1604115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1604117.875000 Penalty: 4745.770020
	Iteration 41Q: 3 clusters Score -1604118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1604117.000000 Penalty: 4745.770020
	Iteration 42Q: 3 clusters Score -1604117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1604121.125000 Penalty: 4745.770020
	Iteration 43Q: 3 clusters Score -1604121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1604119.875000 Penalty: 4745.770020
	Iteration 44Q: 3 clusters Score -1604120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1604120.250000 Penalty: 4745.770020
	Iteration 45Q: 3 clusters Score -1604120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1604118.750000 Penalty: 4745.770020
	Iteration 46Q: 3 clusters Score -1604119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1604121.625000 Penalty: 4745.770020
	Iteration 47Q: 3 clusters Score -1604122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1604120.375000 Penalty: 4745.770020
	Iteration 48Q: 3 clusters Score -1604120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1604120.875000 Penalty: 4745.770020
	Iteration 49Q: 3 clusters Score -1604121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1604122.375000 Penalty: 4745.770020
	Iteration 50Q: 3 clusters Score -1604122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1604122.125000 Penalty: 4745.770020
	Iteration 51Q: 3 clusters Score -1604122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1604121.125000 Penalty: 4745.770020
	Iteration 52Q: 3 clusters Score -1604121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1604121.625000 Penalty: 4745.770020
	Iteration 53Q: 3 clusters Score -1604122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1604119.875000 Penalty: 4745.770020
	Iteration 54Q: 3 clusters Score -1604120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1604119.875000 Penalty: 4745.770020
	Iteration 55F: 3 clusters Score -1604120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 12021 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 6988 members 
Entering Unmasked Estep 
Score: -44963972.000000 Penalty: 89450.945312
Splitting cluster 18 changes total score from -44956524.000000 to -44963972.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -772113.937500 Penalty: 2193.359863
	Iteration 0F: 2 clusters Score -772113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -766396.562500 Penalty: 4386.719727
	Iteration 0F: 3 clusters Score -766396.6 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -768121.187500 Penalty: 4386.719727
	Iteration 1F: 3 clusters Score -768121.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -768671.062500 Penalty: 4386.719727
	Iteration 2F: 3 clusters Score -768671.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -769162.375000 Penalty: 4386.719727
	Iteration 3F: 3 clusters Score -769162.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -769723.750000 Penalty: 4386.719727
	Iteration 4F: 3 clusters Score -769723.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -770362.625000 Penalty: 4386.719727
	Iteration 5F: 3 clusters Score -770362.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -771130.000000 Penalty: 4386.719727
	Iteration 6F: 3 clusters Score -771130 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -771917.125000 Penalty: 4386.719727
	Iteration 7F: 3 clusters Score -771917.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -772411.875000 Penalty: 4386.719727
	Iteration 8Q: 3 clusters Score -772411.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -772608.000000 Penalty: 4386.719727
	Iteration 9Q: 3 clusters Score -772608 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -772704.312500 Penalty: 4386.719727
	Iteration 10Q: 3 clusters Score -772704.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -772745.750000 Penalty: 4386.719727
	Iteration 11Q: 3 clusters Score -772745.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -772770.562500 Penalty: 4386.719727
	Iteration 12Q: 3 clusters Score -772770.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -772791.375000 Penalty: 4386.719727
	Iteration 13Q: 3 clusters Score -772791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -772807.187500 Penalty: 4386.719727
	Iteration 14Q: 3 clusters Score -772807.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -772817.750000 Penalty: 4386.719727
	Iteration 15Q: 3 clusters Score -772817.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -772824.062500 Penalty: 4386.719727
	Iteration 16Q: 3 clusters Score -772824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -772830.500000 Penalty: 4386.719727
	Iteration 17Q: 3 clusters Score -772830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -772832.125000 Penalty: 4386.719727
	Iteration 18Q: 3 clusters Score -772832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -772834.187500 Penalty: 4386.719727
	Iteration 19Q: 3 clusters Score -772834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -772835.000000 Penalty: 4386.719727
	Iteration 20F: 3 clusters Score -772835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -772839.812500 Penalty: 4386.719727
	Iteration 21Q: 3 clusters Score -772839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -772839.062500 Penalty: 4386.719727
	Iteration 22Q: 3 clusters Score -772839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -772838.812500 Penalty: 4386.719727
	Iteration 23Q: 3 clusters Score -772838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -772840.937500 Penalty: 4386.719727
	Iteration 24Q: 3 clusters Score -772840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -772840.937500 Penalty: 4386.719727
	Iteration 25F: 3 clusters Score -772840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 12021 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 6988 members 
Mstep: Class 29 contains 1966 members 
Entering Unmasked Estep 
Score: -44963640.000000 Penalty: 92645.625000
Splitting cluster 19 changes total score from -44956524.000000 to -44963640.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -1140457.750000 Penalty: 2287.465332
	Iteration 0F: 2 clusters Score -1140458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1132652.625000 Penalty: 4574.930664
	Iteration 0F: 3 clusters Score -1132653 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1135016.250000 Penalty: 4574.930664
	Iteration 1F: 3 clusters Score -1135016 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1135635.875000 Penalty: 4574.930664
	Iteration 2F: 3 clusters Score -1135636 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1136238.500000 Penalty: 4574.930664
	Iteration 3F: 3 clusters Score -1136238 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1136802.750000 Penalty: 4574.930664
	Iteration 4F: 3 clusters Score -1136803 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1137400.125000 Penalty: 4574.930664
	Iteration 5F: 3 clusters Score -1137400 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1138034.000000 Penalty: 4574.930664
	Iteration 6F: 3 clusters Score -1138034 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1138594.250000 Penalty: 4574.930664
	Iteration 7F: 3 clusters Score -1138594 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1139035.250000 Penalty: 4574.930664
	Iteration 8Q: 3 clusters Score -1139035 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1139293.750000 Penalty: 4574.930664
	Iteration 9Q: 3 clusters Score -1139294 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1139415.625000 Penalty: 4574.930664
	Iteration 10Q: 3 clusters Score -1139416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1139477.000000 Penalty: 4574.930664
	Iteration 11Q: 3 clusters Score -1139477 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1139520.500000 Penalty: 4574.930664
	Iteration 12Q: 3 clusters Score -1139520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1139548.125000 Penalty: 4574.930664
	Iteration 13Q: 3 clusters Score -1139548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1139562.875000 Penalty: 4574.930664
	Iteration 14Q: 3 clusters Score -1139563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1139574.250000 Penalty: 4574.930664
	Iteration 15Q: 3 clusters Score -1139574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1139577.500000 Penalty: 4574.930664
	Iteration 16Q: 3 clusters Score -1139578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1139584.625000 Penalty: 4574.930664
	Iteration 17Q: 3 clusters Score -1139585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1139585.375000 Penalty: 4574.930664
	Iteration 18Q: 3 clusters Score -1139585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1139590.375000 Penalty: 4574.930664
	Iteration 19Q: 3 clusters Score -1139590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1139597.250000 Penalty: 4574.930664
	Iteration 20F: 3 clusters Score -1139597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1139597.000000 Penalty: 4574.930664
	Iteration 21Q: 3 clusters Score -1139597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1139603.625000 Penalty: 4574.930664
	Iteration 22Q: 3 clusters Score -1139604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1139603.125000 Penalty: 4574.930664
	Iteration 23Q: 3 clusters Score -1139603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1139607.000000 Penalty: 4574.930664
	Iteration 24Q: 3 clusters Score -1139607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1139607.500000 Penalty: 4574.930664
	Iteration 25Q: 3 clusters Score -1139608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1139607.125000 Penalty: 4574.930664
	Iteration 26Q: 3 clusters Score -1139607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1139608.750000 Penalty: 4574.930664
	Iteration 27Q: 3 clusters Score -1139609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1139610.250000 Penalty: 4574.930664
	Iteration 28Q: 3 clusters Score -1139610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1139610.000000 Penalty: 4574.930664
	Iteration 29Q: 3 clusters Score -1139610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1139610.000000 Penalty: 4574.930664
	Iteration 30Q: 3 clusters Score -1139610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1139609.250000 Penalty: 4574.930664
	Iteration 31Q: 3 clusters Score -1139609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1139610.875000 Penalty: 4574.930664
	Iteration 32Q: 3 clusters Score -1139611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1139610.000000 Penalty: 4574.930664
	Iteration 33Q: 3 clusters Score -1139610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1139610.500000 Penalty: 4574.930664
	Iteration 34Q: 3 clusters Score -1139610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1139613.625000 Penalty: 4574.930664
	Iteration 35Q: 3 clusters Score -1139614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1139612.750000 Penalty: 4574.930664
	Iteration 36Q: 3 clusters Score -1139613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1139613.750000 Penalty: 4574.930664
	Iteration 37Q: 3 clusters Score -1139614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1139613.875000 Penalty: 4574.930664
	Iteration 38Q: 3 clusters Score -1139614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1139615.625000 Penalty: 4574.930664
	Iteration 39Q: 3 clusters Score -1139616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1139613.750000 Penalty: 4574.930664
	Iteration 40F: 3 clusters Score -1139614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1139615.000000 Penalty: 4574.930664
	Iteration 41Q: 3 clusters Score -1139615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1139617.125000 Penalty: 4574.930664
	Iteration 42Q: 3 clusters Score -1139617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1139616.750000 Penalty: 4574.930664
	Iteration 43Q: 3 clusters Score -1139617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1139616.750000 Penalty: 4574.930664
	Iteration 44F: 3 clusters Score -1139617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -359636.968750 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -359637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -356109.281250 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -356109.3 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -359302.031250 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -359302 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -364091.281250 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -364091.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -366403.406250 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -366403.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -366941.937500 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -366941.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367180.187500 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -367180.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -367296.031250 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -367296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -367350.281250 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -367350.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -367381.406250 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -367381.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -367402.843750 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -367402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -367404.968750 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -367405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -367406.718750 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -367406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -367406.718750 Penalty: 4068.295410
	Iteration 12F: 3 clusters Score -367406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 12021 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 6988 members 
Mstep: Class 29 contains 1966 members 
Mstep: Class 30 contains 2132 members 
Entering Unmasked Estep 
Score: -44970256.000000 Penalty: 95840.296875
Splitting cluster 21 changes total score from -44956524.000000 to -44970256.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -320358.843750 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -320358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -317034.187500 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -317034.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -317936.937500 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -317936.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -318214.437500 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -318214.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318387.781250 Penalty: 3999.591797
	Iteration 3F: 3 clusters Score -318387.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -318525.531250 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -318525.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -318630.843750 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -318630.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -318726.656250 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -318726.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -318800.250000 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -318800.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318871.093750 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -318871.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318925.437500 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -318925.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -318965.531250 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -318965.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -318991.875000 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -318991.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -319015.500000 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -319015.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -319040.187500 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -319040.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -319057.562500 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -319057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -319077.156250 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -319077.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -319093.968750 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -319094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319108.062500 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -319108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -319119.156250 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -319119.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319137.531250 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -319137.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319152.375000 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -319152.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -319164.125000 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -319164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -319171.750000 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -319171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -319173.968750 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -319174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -319177.000000 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -319177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -319179.062500 Penalty: 3999.591797
	Iteration 25Q: 3 clusters Score -319179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -319181.843750 Penalty: 3999.591797
	Iteration 26Q: 3 clusters Score -319181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -319185.281250 Penalty: 3999.591797
	Iteration 27Q: 3 clusters Score -319185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -319191.468750 Penalty: 3999.591797
	Iteration 28Q: 3 clusters Score -319191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -319198.906250 Penalty: 3999.591797
	Iteration 29Q: 3 clusters Score -319198.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -319203.781250 Penalty: 3999.591797
	Iteration 30Q: 3 clusters Score -319203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -319205.468750 Penalty: 3999.591797
	Iteration 31Q: 3 clusters Score -319205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -319206.625000 Penalty: 3999.591797
	Iteration 32Q: 3 clusters Score -319206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319208.093750 Penalty: 3999.591797
	Iteration 33Q: 3 clusters Score -319208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -319208.093750 Penalty: 3999.591797
	Iteration 34Q: 3 clusters Score -319208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319208.375000 Penalty: 3999.591797
	Iteration 35Q: 3 clusters Score -319208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319208.375000 Penalty: 3999.591797
	Iteration 36F: 3 clusters Score -319208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 17751 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 87325 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 3177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44975608.000000 Penalty: 95840.296875
Iteration 39Q: 31 clusters Score -4.497561e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 18399 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 3933 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 66816 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 29855 members 
Mstep: Class 16 contains 87086 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 10097 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 4213 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 11861 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 6421 members 
Mstep: Class 29 contains 1891 members 
Mstep: Class 30 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44986968.000000 Penalty: 95840.296875
Iteration 40F: 31 clusters Score -4.498697e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 18691 members 
Mstep: Class 4 contains 6660 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 11927 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 66555 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 23226 members 
Mstep: Class 16 contains 86571 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 7371 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 1676 members 
Mstep: Class 24 contains 4225 members 
Mstep: Class 25 contains 4582 members 
Mstep: Class 26 contains 12070 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 6756 members 
Mstep: Class 29 contains 1908 members 
Mstep: Class 30 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44997780.000000 Penalty: 95840.296875
Iteration 41Q: 31 clusters Score -4.499778e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 1600 members 
Mstep: Class 3 contains 18724 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 6585 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 8075 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 12029 members 
Mstep: Class 13 contains 66399 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 85999 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 10854 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 3117 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 4233 members 
Mstep: Class 25 contains 4687 members 
Mstep: Class 26 contains 12143 members 
Mstep: Class 27 contains 6549 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 1906 members 
Mstep: Class 30 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45004968.000000 Penalty: 95840.296875
Iteration 42Q: 31 clusters Score -4.500497e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 11733 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 3371 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 8077 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 15893 members 
Mstep: Class 16 contains 85576 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 7509 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 11194 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 3106 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 4245 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 12174 members 
Mstep: Class 27 contains 6582 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45010172.000000 Penalty: 95840.296875
Iteration 43Q: 31 clusters Score -4.501017e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 11675 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 11927 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 16 contains 85241 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 7542 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 1795 members 
Mstep: Class 24 contains 4263 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 6619 members 
Mstep: Class 28 contains 6876 members 
Mstep: Class 29 contains 1900 members 
Mstep: Class 30 contains 1777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45014924.000000 Penalty: 95840.296875
Iteration 44Q: 31 clusters Score -4.501492e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 17856 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 66205 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 14070 members 
Mstep: Class 16 contains 84987 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 11638 members 
Mstep: Class 21 contains 2835 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 12224 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 6880 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45018420.000000 Penalty: 95840.296875
Iteration 45Q: 31 clusters Score -4.501842e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 11596 members 
Mstep: Class 7 contains 6841 members 
Mstep: Class 8 contains 3143 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 11860 members 
Mstep: Class 13 contains 66159 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 15 contains 13953 members 
Mstep: Class 16 contains 84791 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 11783 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 3074 members 
Mstep: Class 23 contains 1864 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019308.000000 Penalty: 95840.296875
Iteration 46Q: 31 clusters Score -4.501931e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 17231 members 
Mstep: Class 4 contains 7021 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 11580 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 8043 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 11850 members 
Mstep: Class 13 contains 66134 members 
Mstep: Class 14 contains 2008 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 84649 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 1886 members 
Mstep: Class 24 contains 4298 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 12263 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 6863 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019640.000000 Penalty: 95840.296875
Iteration 47Q: 31 clusters Score -4.501964e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 17002 members 
Mstep: Class 4 contains 7040 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 11563 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 11844 members 
Mstep: Class 13 contains 66100 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 14086 members 
Mstep: Class 16 contains 84552 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 7627 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1914 members 
Mstep: Class 24 contains 4303 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 12270 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45019908.000000 Penalty: 95840.296875
Iteration 48Q: 31 clusters Score -4.501991e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 16815 members 
Mstep: Class 4 contains 7052 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 6893 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 8018 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 11832 members 
Mstep: Class 13 contains 66084 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 84469 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 2858 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 12275 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020088.000000 Penalty: 95840.296875
Iteration 49Q: 31 clusters Score -4.502009e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 16653 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 11538 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 11821 members 
Mstep: Class 13 contains 66071 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 84391 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 7649 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 4308 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 12283 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020216.000000 Penalty: 95840.296875
Iteration 50Q: 31 clusters Score -4.502022e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 16514 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 8009 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 66059 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 84322 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 4990 members 
Mstep: Class 20 contains 12036 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 3039 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4153 members 
Mstep: Class 26 contains 12289 members 
Mstep: Class 27 contains 6786 members 
Mstep: Class 28 contains 6849 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020388.000000 Penalty: 95840.296875
Iteration 51Q: 31 clusters Score -4.502039e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 6928 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 66048 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 84268 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 12035 members 
Mstep: Class 21 contains 2858 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 4145 members 
Mstep: Class 26 contains 12300 members 
Mstep: Class 27 contains 6798 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020592.000000 Penalty: 95840.296875
Iteration 52Q: 31 clusters Score -4.502059e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 16328 members 
Mstep: Class 4 contains 7061 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 3125 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 13 contains 66034 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 14224 members 
Mstep: Class 16 contains 84240 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 4140 members 
Mstep: Class 26 contains 12318 members 
Mstep: Class 27 contains 6801 members 
Mstep: Class 28 contains 6863 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020820.000000 Penalty: 95840.296875
Iteration 53Q: 31 clusters Score -4.502082e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 16288 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3132 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 3916 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 66016 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 14231 members 
Mstep: Class 16 contains 84209 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 4995 members 
Mstep: Class 20 contains 12001 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4136 members 
Mstep: Class 26 contains 12346 members 
Mstep: Class 27 contains 6807 members 
Mstep: Class 28 contains 6869 members 
Mstep: Class 29 contains 1895 members 
Mstep: Class 30 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020876.000000 Penalty: 95840.296875
Iteration 54Q: 31 clusters Score -4.502088e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 66000 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 14234 members 
Mstep: Class 16 contains 84179 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 4995 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4134 members 
Mstep: Class 26 contains 12371 members 
Mstep: Class 27 contains 6810 members 
Mstep: Class 28 contains 6884 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020896.000000 Penalty: 95840.296875
Iteration 55Q: 31 clusters Score -4.50209e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 16196 members 
Mstep: Class 4 contains 7049 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 11522 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 65987 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 84167 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 3023 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 4137 members 
Mstep: Class 26 contains 12402 members 
Mstep: Class 27 contains 6812 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021080.000000 Penalty: 95840.296875
Iteration 56Q: 31 clusters Score -4.502108e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 16166 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 3142 members 
Mstep: Class 10 contains 7932 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 11787 members 
Mstep: Class 13 contains 65982 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 84165 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 11811 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 4140 members 
Mstep: Class 26 contains 12435 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 6908 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021004.000000 Penalty: 95840.296875
Iteration 57Q: 31 clusters Score -4.5021e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 16139 members 
Mstep: Class 4 contains 7052 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 65971 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 14238 members 
Mstep: Class 16 contains 84170 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 11717 members 
Mstep: Class 21 contains 2867 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 12478 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 6909 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021140.000000 Penalty: 95840.296875
Iteration 58Q: 31 clusters Score -4.502114e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 11513 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 7925 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 65961 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 14239 members 
Mstep: Class 16 contains 84178 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 7689 members 
Mstep: Class 19 contains 4985 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 3034 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 12532 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 6910 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021400.000000 Penalty: 95840.296875
Iteration 59Q: 31 clusters Score -4.50214e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 11512 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 65954 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 14240 members 
Mstep: Class 16 contains 84186 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 7688 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 11577 members 
Mstep: Class 21 contains 2867 members 
Mstep: Class 22 contains 3031 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4139 members 
Mstep: Class 26 contains 12587 members 
Mstep: Class 27 contains 6812 members 
Mstep: Class 28 contains 6918 members 
Mstep: Class 29 contains 1900 members 
Mstep: Class 30 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45021728.000000 Penalty: 95840.296875
Iteration 60F: 31 clusters Score -4.502173e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 16045 members 
Mstep: Class 4 contains 7056 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 11511 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 65951 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 14241 members 
Mstep: Class 16 contains 84192 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 7687 members 
Mstep: Class 19 contains 4985 members 
Mstep: Class 20 contains 11446 members 
Mstep: Class 21 contains 2870 members 
Mstep: Class 22 contains 3037 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 4307 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 12646 members 
Mstep: Class 27 contains 6813 members 
Mstep: Class 28 contains 6913 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45022148.000000 Penalty: 95840.296875
Iteration 61Q: 31 clusters Score -4.502215e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 16007 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 65954 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 14243 members 
Mstep: Class 16 contains 84191 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 7692 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 3039 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4142 members 
Mstep: Class 26 contains 12722 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 6908 members 
Mstep: Class 29 contains 1900 members 
Mstep: Class 30 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45022596.000000 Penalty: 95840.296875
Iteration 62Q: 31 clusters Score -4.50226e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 15958 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 14244 members 
Mstep: Class 16 contains 84193 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 11200 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 4142 members 
Mstep: Class 26 contains 12781 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 6906 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45022920.000000 Penalty: 95840.296875
Iteration 63Q: 31 clusters Score -4.502292e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 15898 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 14246 members 
Mstep: Class 16 contains 84187 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 11097 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 4308 members 
Mstep: Class 25 contains 4146 members 
Mstep: Class 26 contains 12826 members 
Mstep: Class 27 contains 6853 members 
Mstep: Class 28 contains 6903 members 
Mstep: Class 29 contains 1903 members 
Mstep: Class 30 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023124.000000 Penalty: 95840.296875
Iteration 64Q: 31 clusters Score -4.502312e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 15836 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 65943 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 84204 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 10969 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 4146 members 
Mstep: Class 26 contains 12846 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 6907 members 
Mstep: Class 29 contains 1905 members 
Mstep: Class 30 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023276.000000 Penalty: 95840.296875
Iteration 65Q: 31 clusters Score -4.502328e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 15790 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 11480 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 84207 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 7702 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 10865 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 4307 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 6872 members 
Mstep: Class 28 contains 6914 members 
Mstep: Class 29 contains 1906 members 
Mstep: Class 30 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023532.000000 Penalty: 95840.296875
Iteration 66Q: 31 clusters Score -4.502353e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 15741 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 7052 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 65930 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 14252 members 
Mstep: Class 16 contains 84205 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 10788 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 6883 members 
Mstep: Class 28 contains 6915 members 
Mstep: Class 29 contains 1905 members 
Mstep: Class 30 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023644.000000 Penalty: 95840.296875
Iteration 67Q: 31 clusters Score -4.502364e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 15711 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 11465 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 65923 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 84203 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 7706 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 10732 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 4152 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 6912 members 
Mstep: Class 29 contains 1906 members 
Mstep: Class 30 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023636.000000 Penalty: 95840.296875
Iteration 68Q: 31 clusters Score -4.502364e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 11462 members 
Mstep: Class 7 contains 7052 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 84201 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 18 contains 7706 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 3567 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 4150 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 6914 members 
Mstep: Class 28 contains 6922 members 
Mstep: Class 29 contains 1908 members 
Mstep: Class 30 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023660.000000 Penalty: 95840.296875
Iteration 69Q: 31 clusters Score -4.502366e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 15661 members 
Mstep: Class 4 contains 6992 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 11459 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 65910 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 14259 members 
Mstep: Class 16 contains 84198 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 10603 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 4304 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 6936 members 
Mstep: Class 28 contains 6931 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023648.000000 Penalty: 95840.296875
Iteration 70Q: 31 clusters Score -4.502365e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 6974 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 11456 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 7832 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 65904 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 84202 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 10538 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 3729 members 
Mstep: Class 24 contains 4303 members 
Mstep: Class 25 contains 4150 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 6948 members 
Mstep: Class 28 contains 6942 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45023856.000000 Penalty: 95840.296875
Iteration 71Q: 31 clusters Score -4.502386e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 6970 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 11458 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 7825 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 11682 members 
Mstep: Class 13 contains 65903 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 84196 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 10490 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 6951 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024020.000000 Penalty: 95840.296875
Iteration 72Q: 31 clusters Score -4.502402e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 6959 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 11455 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 84204 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 10443 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 3856 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 12846 members 
Mstep: Class 27 contains 6970 members 
Mstep: Class 28 contains 6960 members 
Mstep: Class 29 contains 1911 members 
Mstep: Class 30 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024088.000000 Penalty: 95840.296875
Iteration 73Q: 31 clusters Score -4.502409e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 1541 members 
Mstep: Class 3 contains 15605 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 65907 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 84197 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 7710 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 10397 members 
Mstep: Class 21 contains 2862 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 3924 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 12844 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 6962 members 
Mstep: Class 29 contains 1911 members 
Mstep: Class 30 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024072.000000 Penalty: 95840.296875
Iteration 74Q: 31 clusters Score -4.502407e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 15596 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 11451 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 7784 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 84192 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 10357 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 12843 members 
Mstep: Class 27 contains 6997 members 
Mstep: Class 28 contains 6970 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024004.000000 Penalty: 95840.296875
Iteration 75Q: 31 clusters Score -4.5024e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 15587 members 
Mstep: Class 4 contains 6924 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 11453 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 84181 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 12842 members 
Mstep: Class 27 contains 7008 members 
Mstep: Class 28 contains 6979 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024116.000000 Penalty: 95840.296875
Iteration 76Q: 31 clusters Score -4.502412e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 15567 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7761 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11682 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 84166 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 10328 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 12842 members 
Mstep: Class 27 contains 7017 members 
Mstep: Class 28 contains 6989 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024112.000000 Penalty: 95840.296875
Iteration 77Q: 31 clusters Score -4.502411e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11682 members 
Mstep: Class 13 contains 65908 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 84158 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 4074 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4147 members 
Mstep: Class 26 contains 12842 members 
Mstep: Class 27 contains 7026 members 
Mstep: Class 28 contains 7006 members 
Mstep: Class 29 contains 1911 members 
Mstep: Class 30 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45024128.000000 Penalty: 95840.296875
Iteration 78Q: 31 clusters Score -4.502413e+07 nChanged 154
Entering ConstructFrom: 
Score: -45024128.000000 Penalty: 95840.296875
Entering ConstructFrom: 
Trying to split cluster 1 (76943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Entering Unmasked Estep 
Score: -9299580.000000 Penalty: 2790.203369
	Iteration 0F: 2 clusters Score -9299580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -9248350.000000 Penalty: 5580.406738
	Iteration 0F: 3 clusters Score -9248350 nChanged 36052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9268419.000000 Penalty: 5580.406738
	Iteration 1F: 3 clusters Score -9268419 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -9269134.000000 Penalty: 5580.406738
	Iteration 2Q: 3 clusters Score -9269134 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -9269881.000000 Penalty: 5580.406738
	Iteration 3Q: 3 clusters Score -9269881 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9270764.000000 Penalty: 5580.406738
	Iteration 4Q: 3 clusters Score -9270764 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -9271891.000000 Penalty: 5580.406738
	Iteration 5Q: 3 clusters Score -9271891 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -9273563.000000 Penalty: 5580.406738
	Iteration 6Q: 3 clusters Score -9273563 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -9275943.000000 Penalty: 5580.406738
	Iteration 7F: 3 clusters Score -9275943 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -9279177.000000 Penalty: 5580.406738
	Iteration 8F: 3 clusters Score -9279177 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -9282946.000000 Penalty: 5580.406738
	Iteration 9F: 3 clusters Score -9282946 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -9286794.000000 Penalty: 5580.406738
	Iteration 10F: 3 clusters Score -9286794 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -9289988.000000 Penalty: 5580.406738
	Iteration 11F: 3 clusters Score -9289988 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -9292307.000000 Penalty: 5580.406738
	Iteration 12Q: 3 clusters Score -9292307 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -9293905.000000 Penalty: 5580.406738
	Iteration 13Q: 3 clusters Score -9293905 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -9295059.000000 Penalty: 5580.406738
	Iteration 14Q: 3 clusters Score -9295059 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -9295805.000000 Penalty: 5580.406738
	Iteration 15Q: 3 clusters Score -9295805 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -9296228.000000 Penalty: 5580.406738
	Iteration 16Q: 3 clusters Score -9296228 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -9296473.000000 Penalty: 5580.406738
	Iteration 17Q: 3 clusters Score -9296473 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -9296657.000000 Penalty: 5580.406738
	Iteration 18Q: 3 clusters Score -9296657 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -9296773.000000 Penalty: 5580.406738
	Iteration 19Q: 3 clusters Score -9296773 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -9296901.000000 Penalty: 5580.406738
	Iteration 20F: 3 clusters Score -9296901 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -9296989.000000 Penalty: 5580.406738
	Iteration 21Q: 3 clusters Score -9296989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -9297034.000000 Penalty: 5580.406738
	Iteration 22Q: 3 clusters Score -9297034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -9297069.000000 Penalty: 5580.406738
	Iteration 23Q: 3 clusters Score -9297069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -9297087.000000 Penalty: 5580.406738
	Iteration 24Q: 3 clusters Score -9297087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -9297117.000000 Penalty: 5580.406738
	Iteration 25Q: 3 clusters Score -9297117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -9297129.000000 Penalty: 5580.406738
	Iteration 26Q: 3 clusters Score -9297129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -9297139.000000 Penalty: 5580.406738
	Iteration 27Q: 3 clusters Score -9297139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -9297158.000000 Penalty: 5580.406738
	Iteration 28Q: 3 clusters Score -9297158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9297160.000000 Penalty: 5580.406738
	Iteration 29Q: 3 clusters Score -9297160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9297174.000000 Penalty: 5580.406738
	Iteration 30Q: 3 clusters Score -9297174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -9297190.000000 Penalty: 5580.406738
	Iteration 31Q: 3 clusters Score -9297190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -9297210.000000 Penalty: 5580.406738
	Iteration 32Q: 3 clusters Score -9297210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -9297209.000000 Penalty: 5580.406738
	Iteration 33Q: 3 clusters Score -9297209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -9297214.000000 Penalty: 5580.406738
	Iteration 34Q: 3 clusters Score -9297214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -9297229.000000 Penalty: 5580.406738
	Iteration 35Q: 3 clusters Score -9297229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -9297228.000000 Penalty: 5580.406738
	Iteration 36Q: 3 clusters Score -9297228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -9297231.000000 Penalty: 5580.406738
	Iteration 37Q: 3 clusters Score -9297231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -9297243.000000 Penalty: 5580.406738
	Iteration 38Q: 3 clusters Score -9297243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -9297250.000000 Penalty: 5580.406738
	Iteration 39Q: 3 clusters Score -9297250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -9297258.000000 Penalty: 5580.406738
	Iteration 40F: 3 clusters Score -9297258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -9297247.000000 Penalty: 5580.406738
	Iteration 41Q: 3 clusters Score -9297247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -9297249.000000 Penalty: 5580.406738
	Iteration 42Q: 3 clusters Score -9297249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -9297253.000000 Penalty: 5580.406738
	Iteration 43Q: 3 clusters Score -9297253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -9297258.000000 Penalty: 5580.406738
	Iteration 44Q: 3 clusters Score -9297258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -9297258.000000 Penalty: 5580.406738
	Iteration 45Q: 3 clusters Score -9297258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -9297258.000000 Penalty: 5580.406738
	Iteration 46F: 3 clusters Score -9297258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Entering Unmasked Estep 
Score: -166341.421875 Penalty: 1817.777954
	Iteration 0F: 2 clusters Score -166341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -164028.500000 Penalty: 3635.555908
	Iteration 0F: 3 clusters Score -164028.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -164422.750000 Penalty: 3635.555908
	Iteration 1F: 3 clusters Score -164422.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -164553.593750 Penalty: 3635.555908
	Iteration 2F: 3 clusters Score -164553.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -164598.625000 Penalty: 3635.555908
	Iteration 3Q: 3 clusters Score -164598.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -164623.593750 Penalty: 3635.555908
	Iteration 4Q: 3 clusters Score -164623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -164640.062500 Penalty: 3635.555908
	Iteration 5Q: 3 clusters Score -164640.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164651.546875 Penalty: 3635.555908
	Iteration 6Q: 3 clusters Score -164651.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164660.500000 Penalty: 3635.555908
	Iteration 7Q: 3 clusters Score -164660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164665.984375 Penalty: 3635.555908
	Iteration 8Q: 3 clusters Score -164666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164668.265625 Penalty: 3635.555908
	Iteration 9Q: 3 clusters Score -164668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164668.609375 Penalty: 3635.555908
	Iteration 10Q: 3 clusters Score -164668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -164669.000000 Penalty: 3635.555908
	Iteration 11Q: 3 clusters Score -164669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164670.937500 Penalty: 3635.555908
	Iteration 12Q: 3 clusters Score -164670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -164673.953125 Penalty: 3635.555908
	Iteration 13Q: 3 clusters Score -164674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -164675.218750 Penalty: 3635.555908
	Iteration 14Q: 3 clusters Score -164675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -164676.250000 Penalty: 3635.555908
	Iteration 15Q: 3 clusters Score -164676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164676.812500 Penalty: 3635.555908
	Iteration 16Q: 3 clusters Score -164676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164676.812500 Penalty: 3635.555908
	Iteration 17F: 3 clusters Score -164676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -1748598.250000 Penalty: 2393.666260
	Iteration 0F: 2 clusters Score -1748598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1737434.625000 Penalty: 4787.332520
	Iteration 0F: 3 clusters Score -1737435 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1741192.375000 Penalty: 4787.332520
	Iteration 1F: 3 clusters Score -1741192 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1741890.125000 Penalty: 4787.332520
	Iteration 2F: 3 clusters Score -1741890 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1742644.125000 Penalty: 4787.332520
	Iteration 3F: 3 clusters Score -1742644 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1743440.125000 Penalty: 4787.332520
	Iteration 4F: 3 clusters Score -1743440 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1744217.250000 Penalty: 4787.332520
	Iteration 5F: 3 clusters Score -1744217 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1744949.875000 Penalty: 4787.332520
	Iteration 6F: 3 clusters Score -1744950 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1745508.375000 Penalty: 4787.332520
	Iteration 7F: 3 clusters Score -1745508 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1745907.125000 Penalty: 4787.332520
	Iteration 8Q: 3 clusters Score -1745907 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1746206.375000 Penalty: 4787.332520
	Iteration 9Q: 3 clusters Score -1746206 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1746416.625000 Penalty: 4787.332520
	Iteration 10Q: 3 clusters Score -1746417 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1746565.875000 Penalty: 4787.332520
	Iteration 11Q: 3 clusters Score -1746566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1746690.250000 Penalty: 4787.332520
	Iteration 12Q: 3 clusters Score -1746690 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1746793.000000 Penalty: 4787.332520
	Iteration 13Q: 3 clusters Score -1746793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1746857.500000 Penalty: 4787.332520
	Iteration 14Q: 3 clusters Score -1746858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1746900.875000 Penalty: 4787.332520
	Iteration 15Q: 3 clusters Score -1746901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1746933.375000 Penalty: 4787.332520
	Iteration 16Q: 3 clusters Score -1746933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1746978.875000 Penalty: 4787.332520
	Iteration 17Q: 3 clusters Score -1746979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1747004.375000 Penalty: 4787.332520
	Iteration 18Q: 3 clusters Score -1747004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1747033.500000 Penalty: 4787.332520
	Iteration 19Q: 3 clusters Score -1747034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1747056.500000 Penalty: 4787.332520
	Iteration 20F: 3 clusters Score -1747056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1747078.000000 Penalty: 4787.332520
	Iteration 21Q: 3 clusters Score -1747078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1747092.000000 Penalty: 4787.332520
	Iteration 22Q: 3 clusters Score -1747092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1747113.375000 Penalty: 4787.332520
	Iteration 23Q: 3 clusters Score -1747113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1747128.250000 Penalty: 4787.332520
	Iteration 24Q: 3 clusters Score -1747128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1747134.375000 Penalty: 4787.332520
	Iteration 25Q: 3 clusters Score -1747134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1747146.750000 Penalty: 4787.332520
	Iteration 26Q: 3 clusters Score -1747147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1747152.500000 Penalty: 4787.332520
	Iteration 27Q: 3 clusters Score -1747152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1747164.750000 Penalty: 4787.332520
	Iteration 28Q: 3 clusters Score -1747165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1747172.500000 Penalty: 4787.332520
	Iteration 29Q: 3 clusters Score -1747172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1747183.125000 Penalty: 4787.332520
	Iteration 30Q: 3 clusters Score -1747183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1747181.000000 Penalty: 4787.332520
	Iteration 31Q: 3 clusters Score -1747181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1747189.750000 Penalty: 4787.332520
	Iteration 32Q: 3 clusters Score -1747190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1747193.250000 Penalty: 4787.332520
	Iteration 33Q: 3 clusters Score -1747193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1747203.875000 Penalty: 4787.332520
	Iteration 34Q: 3 clusters Score -1747204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1747209.625000 Penalty: 4787.332520
	Iteration 35Q: 3 clusters Score -1747210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1747211.625000 Penalty: 4787.332520
	Iteration 36Q: 3 clusters Score -1747212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1747224.500000 Penalty: 4787.332520
	Iteration 37Q: 3 clusters Score -1747224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1747234.125000 Penalty: 4787.332520
	Iteration 38Q: 3 clusters Score -1747234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1747249.125000 Penalty: 4787.332520
	Iteration 39Q: 3 clusters Score -1747249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1747252.125000 Penalty: 4787.332520
	Iteration 40F: 3 clusters Score -1747252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1747258.250000 Penalty: 4787.332520
	Iteration 41Q: 3 clusters Score -1747258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1747266.750000 Penalty: 4787.332520
	Iteration 42Q: 3 clusters Score -1747267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1747280.125000 Penalty: 4787.332520
	Iteration 43Q: 3 clusters Score -1747280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1747290.625000 Penalty: 4787.332520
	Iteration 44Q: 3 clusters Score -1747291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1747295.375000 Penalty: 4787.332520
	Iteration 45Q: 3 clusters Score -1747295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1747302.625000 Penalty: 4787.332520
	Iteration 46Q: 3 clusters Score -1747303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1747308.375000 Penalty: 4787.332520
	Iteration 47Q: 3 clusters Score -1747308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1747316.875000 Penalty: 4787.332520
	Iteration 48Q: 3 clusters Score -1747317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1747319.375000 Penalty: 4787.332520
	Iteration 49Q: 3 clusters Score -1747319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1747331.125000 Penalty: 4787.332520
	Iteration 50Q: 3 clusters Score -1747331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1747333.250000 Penalty: 4787.332520
	Iteration 51Q: 3 clusters Score -1747333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1747337.875000 Penalty: 4787.332520
	Iteration 52Q: 3 clusters Score -1747338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1747343.125000 Penalty: 4787.332520
	Iteration 53Q: 3 clusters Score -1747343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1747344.750000 Penalty: 4787.332520
	Iteration 54Q: 3 clusters Score -1747345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1747344.000000 Penalty: 4787.332520
	Iteration 55Q: 3 clusters Score -1747344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1747346.625000 Penalty: 4787.332520
	Iteration 56Q: 3 clusters Score -1747347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1747349.125000 Penalty: 4787.332520
	Iteration 57Q: 3 clusters Score -1747349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1747350.875000 Penalty: 4787.332520
	Iteration 58Q: 3 clusters Score -1747351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1747355.000000 Penalty: 4787.332520
	Iteration 59Q: 3 clusters Score -1747355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1747356.000000 Penalty: 4787.332520
	Iteration 60F: 3 clusters Score -1747356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1747353.875000 Penalty: 4787.332520
	Iteration 61Q: 3 clusters Score -1747354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1747351.500000 Penalty: 4787.332520
	Iteration 62Q: 3 clusters Score -1747352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1747357.125000 Penalty: 4787.332520
	Iteration 63Q: 3 clusters Score -1747357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1747357.125000 Penalty: 4787.332520
	Iteration 64Q: 3 clusters Score -1747357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1747355.250000 Penalty: 4787.332520
	Iteration 65Q: 3 clusters Score -1747355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1747357.250000 Penalty: 4787.332520
	Iteration 66Q: 3 clusters Score -1747357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1747359.125000 Penalty: 4787.332520
	Iteration 67Q: 3 clusters Score -1747359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1747358.250000 Penalty: 4787.332520
	Iteration 68Q: 3 clusters Score -1747358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1747359.625000 Penalty: 4787.332520
	Iteration 69Q: 3 clusters Score -1747360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1747360.000000 Penalty: 4787.332520
	Iteration 70Q: 3 clusters Score -1747360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1747358.125000 Penalty: 4787.332520
	Iteration 71Q: 3 clusters Score -1747358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1747358.125000 Penalty: 4787.332520
	Iteration 72F: 3 clusters Score -1747358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -773689.312500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -773689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -767953.125000 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -767953.1 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -769631.062500 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -769631.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -770017.312500 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -770017.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -770389.312500 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -770389.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -770710.125000 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -770710.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -770977.125000 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -770977.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -771219.125000 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -771219.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -771421.125000 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -771421.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -771606.187500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -771606.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -771766.187500 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -771766.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -771941.375000 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -771941.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -772114.000000 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -772114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -772252.937500 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -772252.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -772357.562500 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -772357.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -772416.625000 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -772416.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -772458.812500 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -772458.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -772487.062500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -772487.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -772504.000000 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -772504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -772520.187500 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -772520.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -772533.125000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -772533.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -772544.500000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -772544.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -772548.000000 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -772548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -772552.000000 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -772552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -772553.687500 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -772553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -772556.187500 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -772556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -772561.625000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -772561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -772561.187500 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -772561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -772565.937500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -772565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -772567.312500 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -772567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -772566.875000 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -772566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -772566.875000 Penalty: 4384.137207
	Iteration 30F: 3 clusters Score -772566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -489884.625000 Penalty: 2078.296387
	Iteration 0F: 2 clusters Score -489884.6 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 2193 members 
Entering Unmasked Estep 
Score: -485787.218750 Penalty: 4156.592773
	Iteration 0F: 3 clusters Score -485787.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -486743.343750 Penalty: 4156.592773
	Iteration 1F: 3 clusters Score -486743.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -486970.156250 Penalty: 4156.592773
	Iteration 2F: 3 clusters Score -486970.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -487114.031250 Penalty: 4156.592773
	Iteration 3F: 3 clusters Score -487114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -487233.437500 Penalty: 4156.592773
	Iteration 4Q: 3 clusters Score -487233.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -487357.687500 Penalty: 4156.592773
	Iteration 5Q: 3 clusters Score -487357.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -487471.687500 Penalty: 4156.592773
	Iteration 6Q: 3 clusters Score -487471.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -487569.031250 Penalty: 4156.592773
	Iteration 7Q: 3 clusters Score -487569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -487663.093750 Penalty: 4156.592773
	Iteration 8Q: 3 clusters Score -487663.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -487774.687500 Penalty: 4156.592773
	Iteration 9Q: 3 clusters Score -487774.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -487897.687500 Penalty: 4156.592773
	Iteration 10Q: 3 clusters Score -487897.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -488022.968750 Penalty: 4156.592773
	Iteration 11Q: 3 clusters Score -488023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -488115.062500 Penalty: 4156.592773
	Iteration 12Q: 3 clusters Score -488115.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -488184.093750 Penalty: 4156.592773
	Iteration 13Q: 3 clusters Score -488184.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -488235.562500 Penalty: 4156.592773
	Iteration 14Q: 3 clusters Score -488235.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488268.406250 Penalty: 4156.592773
	Iteration 15Q: 3 clusters Score -488268.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -488289.000000 Penalty: 4156.592773
	Iteration 16Q: 3 clusters Score -488289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -488310.093750 Penalty: 4156.592773
	Iteration 17Q: 3 clusters Score -488310.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -488326.343750 Penalty: 4156.592773
	Iteration 18Q: 3 clusters Score -488326.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -488337.875000 Penalty: 4156.592773
	Iteration 19Q: 3 clusters Score -488337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -488350.718750 Penalty: 4156.592773
	Iteration 20F: 3 clusters Score -488350.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -488360.812500 Penalty: 4156.592773
	Iteration 21Q: 3 clusters Score -488360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -488367.687500 Penalty: 4156.592773
	Iteration 22Q: 3 clusters Score -488367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -488372.187500 Penalty: 4156.592773
	Iteration 23Q: 3 clusters Score -488372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -488377.656250 Penalty: 4156.592773
	Iteration 24Q: 3 clusters Score -488377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -488381.750000 Penalty: 4156.592773
	Iteration 25Q: 3 clusters Score -488381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -488388.718750 Penalty: 4156.592773
	Iteration 26Q: 3 clusters Score -488388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -488397.187500 Penalty: 4156.592773
	Iteration 27Q: 3 clusters Score -488397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -488409.000000 Penalty: 4156.592773
	Iteration 28Q: 3 clusters Score -488409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -488413.906250 Penalty: 4156.592773
	Iteration 29Q: 3 clusters Score -488413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -488416.218750 Penalty: 4156.592773
	Iteration 30Q: 3 clusters Score -488416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -488417.781250 Penalty: 4156.592773
	Iteration 31Q: 3 clusters Score -488417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -488418.656250 Penalty: 4156.592773
	Iteration 32Q: 3 clusters Score -488418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -488420.750000 Penalty: 4156.592773
	Iteration 33Q: 3 clusters Score -488420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -488420.781250 Penalty: 4156.592773
	Iteration 34Q: 3 clusters Score -488420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -488420.781250 Penalty: 4156.592773
	Iteration 35F: 3 clusters Score -488420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Entering Unmasked Estep 
Score: -1342802.000000 Penalty: 2317.831299
	Iteration 0F: 2 clusters Score -1342802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1334206.625000 Penalty: 4635.662598
	Iteration 0F: 3 clusters Score -1334207 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1336968.875000 Penalty: 4635.662598
	Iteration 1F: 3 clusters Score -1336969 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1337375.125000 Penalty: 4635.662598
	Iteration 2F: 3 clusters Score -1337375 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1337693.750000 Penalty: 4635.662598
	Iteration 3F: 3 clusters Score -1337694 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1337940.125000 Penalty: 4635.662598
	Iteration 4Q: 3 clusters Score -1337940 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1338167.750000 Penalty: 4635.662598
	Iteration 5Q: 3 clusters Score -1338168 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1338403.125000 Penalty: 4635.662598
	Iteration 6Q: 3 clusters Score -1338403 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1338650.625000 Penalty: 4635.662598
	Iteration 7Q: 3 clusters Score -1338651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1338898.625000 Penalty: 4635.662598
	Iteration 8Q: 3 clusters Score -1338899 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1339164.500000 Penalty: 4635.662598
	Iteration 9Q: 3 clusters Score -1339164 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1339457.625000 Penalty: 4635.662598
	Iteration 10Q: 3 clusters Score -1339458 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1339764.875000 Penalty: 4635.662598
	Iteration 11Q: 3 clusters Score -1339765 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1340073.500000 Penalty: 4635.662598
	Iteration 12Q: 3 clusters Score -1340074 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1340432.000000 Penalty: 4635.662598
	Iteration 13Q: 3 clusters Score -1340432 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1340758.500000 Penalty: 4635.662598
	Iteration 14Q: 3 clusters Score -1340758 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1341036.375000 Penalty: 4635.662598
	Iteration 15Q: 3 clusters Score -1341036 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1341266.125000 Penalty: 4635.662598
	Iteration 16Q: 3 clusters Score -1341266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1341425.125000 Penalty: 4635.662598
	Iteration 17Q: 3 clusters Score -1341425 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1341523.875000 Penalty: 4635.662598
	Iteration 18Q: 3 clusters Score -1341524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1341580.250000 Penalty: 4635.662598
	Iteration 19Q: 3 clusters Score -1341580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1341624.125000 Penalty: 4635.662598
	Iteration 20F: 3 clusters Score -1341624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1341649.375000 Penalty: 4635.662598
	Iteration 21Q: 3 clusters Score -1341649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1341658.500000 Penalty: 4635.662598
	Iteration 22Q: 3 clusters Score -1341658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1341670.875000 Penalty: 4635.662598
	Iteration 23Q: 3 clusters Score -1341671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1341674.500000 Penalty: 4635.662598
	Iteration 24Q: 3 clusters Score -1341674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1341672.750000 Penalty: 4635.662598
	Iteration 25Q: 3 clusters Score -1341673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1341673.375000 Penalty: 4635.662598
	Iteration 26Q: 3 clusters Score -1341673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1341673.375000 Penalty: 4635.662598
	Iteration 27F: 3 clusters Score -1341673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -823501.250000 Penalty: 2198.737305
	Iteration 0F: 2 clusters Score -823501.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -817680.562500 Penalty: 4397.474609
	Iteration 0F: 3 clusters Score -817680.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -819356.812500 Penalty: 4397.474609
	Iteration 1F: 3 clusters Score -819356.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -819861.375000 Penalty: 4397.474609
	Iteration 2F: 3 clusters Score -819861.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -820277.812500 Penalty: 4397.474609
	Iteration 3F: 3 clusters Score -820277.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -820642.937500 Penalty: 4397.474609
	Iteration 4F: 3 clusters Score -820642.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -821010.625000 Penalty: 4397.474609
	Iteration 5F: 3 clusters Score -821010.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -821277.875000 Penalty: 4397.474609
	Iteration 6F: 3 clusters Score -821277.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -821510.687500 Penalty: 4397.474609
	Iteration 7Q: 3 clusters Score -821510.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -821700.375000 Penalty: 4397.474609
	Iteration 8Q: 3 clusters Score -821700.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -821840.500000 Penalty: 4397.474609
	Iteration 9Q: 3 clusters Score -821840.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -821963.062500 Penalty: 4397.474609
	Iteration 10Q: 3 clusters Score -821963.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -822055.500000 Penalty: 4397.474609
	Iteration 11Q: 3 clusters Score -822055.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -822120.437500 Penalty: 4397.474609
	Iteration 12Q: 3 clusters Score -822120.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -822148.875000 Penalty: 4397.474609
	Iteration 13Q: 3 clusters Score -822148.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -822162.687500 Penalty: 4397.474609
	Iteration 14Q: 3 clusters Score -822162.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -822172.750000 Penalty: 4397.474609
	Iteration 15Q: 3 clusters Score -822172.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -822185.500000 Penalty: 4397.474609
	Iteration 16Q: 3 clusters Score -822185.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -822194.250000 Penalty: 4397.474609
	Iteration 17Q: 3 clusters Score -822194.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -822199.437500 Penalty: 4397.474609
	Iteration 18Q: 3 clusters Score -822199.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -822205.375000 Penalty: 4397.474609
	Iteration 19Q: 3 clusters Score -822205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -822209.312500 Penalty: 4397.474609
	Iteration 20F: 3 clusters Score -822209.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -822213.375000 Penalty: 4397.474609
	Iteration 21Q: 3 clusters Score -822213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -822215.937500 Penalty: 4397.474609
	Iteration 22Q: 3 clusters Score -822215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -822217.562500 Penalty: 4397.474609
	Iteration 23Q: 3 clusters Score -822217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -822218.937500 Penalty: 4397.474609
	Iteration 24Q: 3 clusters Score -822218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -822218.937500 Penalty: 4397.474609
	Iteration 25F: 3 clusters Score -822218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -271250.968750 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -271251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -268205.750000 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -268205.8 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -269018.812500 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -269018.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -269382.718750 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -269382.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -269644.031250 Penalty: 3920.733154
	Iteration 3F: 3 clusters Score -269644 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -269916.500000 Penalty: 3920.733154
	Iteration 4F: 3 clusters Score -269916.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -270103.781250 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -270103.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -270228.531250 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -270228.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -270303.093750 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -270303.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -270345.562500 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -270345.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -270374.125000 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -270374.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -270392.000000 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -270392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -270401.968750 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -270402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -270408.156250 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -270408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270413.031250 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -270413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -270414.593750 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -270414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -270416.875000 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -270416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -270416.875000 Penalty: 3920.733154
	Iteration 16F: 3 clusters Score -270416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -378172.812500 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -378172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -374739.687500 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -374739.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -375431.531250 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -375431.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -375595.125000 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -375595.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -375698.468750 Penalty: 4017.830566
	Iteration 3Q: 3 clusters Score -375698.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -375775.468750 Penalty: 4017.830566
	Iteration 4Q: 3 clusters Score -375775.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375877.968750 Penalty: 4017.830566
	Iteration 5Q: 3 clusters Score -375878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375982.843750 Penalty: 4017.830566
	Iteration 6Q: 3 clusters Score -375982.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -376129.875000 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -376129.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -376328.968750 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -376329 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -376683.781250 Penalty: 4017.830566
	Iteration 9F: 3 clusters Score -376683.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -377230.875000 Penalty: 4017.830566
	Iteration 10F: 3 clusters Score -377230.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -377562.593750 Penalty: 4017.830566
	Iteration 11F: 3 clusters Score -377562.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -377699.406250 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -377699.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -377772.843750 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -377772.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -377811.250000 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -377811.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -377833.125000 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -377833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -377848.750000 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -377848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -377868.281250 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -377868.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -377887.625000 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -377887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -377909.812500 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -377909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -377927.000000 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -377927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -377938.500000 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -377938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -377945.500000 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -377945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -377949.875000 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -377949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -377954.312500 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -377954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -377960.531250 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -377960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -377965.781250 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -377965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -377971.531250 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -377971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -377975.906250 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -377975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -377982.500000 Penalty: 4017.830566
	Iteration 29Q: 3 clusters Score -377982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -377993.562500 Penalty: 4017.830566
	Iteration 30Q: 3 clusters Score -377993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -378009.125000 Penalty: 4017.830566
	Iteration 31Q: 3 clusters Score -378009.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -378031.093750 Penalty: 4017.830566
	Iteration 32Q: 3 clusters Score -378031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -378047.093750 Penalty: 4017.830566
	Iteration 33Q: 3 clusters Score -378047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -378060.031250 Penalty: 4017.830566
	Iteration 34Q: 3 clusters Score -378060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -378064.750000 Penalty: 4017.830566
	Iteration 35Q: 3 clusters Score -378064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378066.562500 Penalty: 4017.830566
	Iteration 36Q: 3 clusters Score -378066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -378069.125000 Penalty: 4017.830566
	Iteration 37Q: 3 clusters Score -378069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -378069.000000 Penalty: 4017.830566
	Iteration 38Q: 3 clusters Score -378069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -378070.312500 Penalty: 4017.830566
	Iteration 39Q: 3 clusters Score -378070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -378070.312500 Penalty: 4017.830566
	Iteration 40F: 3 clusters Score -378070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -876270.937500 Penalty: 2220.823242
	Iteration 0F: 2 clusters Score -876270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -869978.875000 Penalty: 4441.646484
	Iteration 0F: 3 clusters Score -869978.9 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -871714.687500 Penalty: 4441.646484
	Iteration 1F: 3 clusters Score -871714.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -871984.750000 Penalty: 4441.646484
	Iteration 2F: 3 clusters Score -871984.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -872165.625000 Penalty: 4441.646484
	Iteration 3Q: 3 clusters Score -872165.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -872316.062500 Penalty: 4441.646484
	Iteration 4Q: 3 clusters Score -872316.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -872465.875000 Penalty: 4441.646484
	Iteration 5Q: 3 clusters Score -872465.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -872604.250000 Penalty: 4441.646484
	Iteration 6Q: 3 clusters Score -872604.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -872716.687500 Penalty: 4441.646484
	Iteration 7Q: 3 clusters Score -872716.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -872814.250000 Penalty: 4441.646484
	Iteration 8Q: 3 clusters Score -872814.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -872911.437500 Penalty: 4441.646484
	Iteration 9Q: 3 clusters Score -872911.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -873032.812500 Penalty: 4441.646484
	Iteration 10Q: 3 clusters Score -873032.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -873151.375000 Penalty: 4441.646484
	Iteration 11Q: 3 clusters Score -873151.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -873281.125000 Penalty: 4441.646484
	Iteration 12Q: 3 clusters Score -873281.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -873399.437500 Penalty: 4441.646484
	Iteration 13Q: 3 clusters Score -873399.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -873498.500000 Penalty: 4441.646484
	Iteration 14Q: 3 clusters Score -873498.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -873607.437500 Penalty: 4441.646484
	Iteration 15Q: 3 clusters Score -873607.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -873702.500000 Penalty: 4441.646484
	Iteration 16Q: 3 clusters Score -873702.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -873779.625000 Penalty: 4441.646484
	Iteration 17Q: 3 clusters Score -873779.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -873845.937500 Penalty: 4441.646484
	Iteration 18Q: 3 clusters Score -873845.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -873904.437500 Penalty: 4441.646484
	Iteration 19Q: 3 clusters Score -873904.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -873956.875000 Penalty: 4441.646484
	Iteration 20F: 3 clusters Score -873956.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -873994.375000 Penalty: 4441.646484
	Iteration 21Q: 3 clusters Score -873994.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -874031.312500 Penalty: 4441.646484
	Iteration 22Q: 3 clusters Score -874031.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -874068.125000 Penalty: 4441.646484
	Iteration 23Q: 3 clusters Score -874068.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -874093.875000 Penalty: 4441.646484
	Iteration 24Q: 3 clusters Score -874093.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -874120.750000 Penalty: 4441.646484
	Iteration 25Q: 3 clusters Score -874120.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -874136.750000 Penalty: 4441.646484
	Iteration 26Q: 3 clusters Score -874136.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -874155.125000 Penalty: 4441.646484
	Iteration 27Q: 3 clusters Score -874155.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -874169.250000 Penalty: 4441.646484
	Iteration 28Q: 3 clusters Score -874169.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -874180.750000 Penalty: 4441.646484
	Iteration 29Q: 3 clusters Score -874180.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -874199.750000 Penalty: 4441.646484
	Iteration 30Q: 3 clusters Score -874199.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -874222.750000 Penalty: 4441.646484
	Iteration 31Q: 3 clusters Score -874222.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -874242.437500 Penalty: 4441.646484
	Iteration 32Q: 3 clusters Score -874242.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -874261.500000 Penalty: 4441.646484
	Iteration 33Q: 3 clusters Score -874261.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -874281.875000 Penalty: 4441.646484
	Iteration 34Q: 3 clusters Score -874281.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -874297.812500 Penalty: 4441.646484
	Iteration 35Q: 3 clusters Score -874297.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -874315.812500 Penalty: 4441.646484
	Iteration 36Q: 3 clusters Score -874315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -874336.187500 Penalty: 4441.646484
	Iteration 37Q: 3 clusters Score -874336.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -874356.187500 Penalty: 4441.646484
	Iteration 38Q: 3 clusters Score -874356.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -874372.500000 Penalty: 4441.646484
	Iteration 39Q: 3 clusters Score -874372.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -874394.187500 Penalty: 4441.646484
	Iteration 40F: 3 clusters Score -874394.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -874417.250000 Penalty: 4441.646484
	Iteration 41Q: 3 clusters Score -874417.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -874437.375000 Penalty: 4441.646484
	Iteration 42Q: 3 clusters Score -874437.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -874449.562500 Penalty: 4441.646484
	Iteration 43Q: 3 clusters Score -874449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -874457.750000 Penalty: 4441.646484
	Iteration 44Q: 3 clusters Score -874457.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -874466.687500 Penalty: 4441.646484
	Iteration 45Q: 3 clusters Score -874466.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -874474.937500 Penalty: 4441.646484
	Iteration 46Q: 3 clusters Score -874474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -874484.250000 Penalty: 4441.646484
	Iteration 47Q: 3 clusters Score -874484.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -874496.187500 Penalty: 4441.646484
	Iteration 48Q: 3 clusters Score -874496.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -874503.375000 Penalty: 4441.646484
	Iteration 49Q: 3 clusters Score -874503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -874505.687500 Penalty: 4441.646484
	Iteration 50Q: 3 clusters Score -874505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -874509.125000 Penalty: 4441.646484
	Iteration 51Q: 3 clusters Score -874509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -874514.000000 Penalty: 4441.646484
	Iteration 52Q: 3 clusters Score -874514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -874516.687500 Penalty: 4441.646484
	Iteration 53Q: 3 clusters Score -874516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -874519.562500 Penalty: 4441.646484
	Iteration 54Q: 3 clusters Score -874519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -874521.875000 Penalty: 4441.646484
	Iteration 55Q: 3 clusters Score -874521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -874523.875000 Penalty: 4441.646484
	Iteration 56Q: 3 clusters Score -874523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -874525.250000 Penalty: 4441.646484
	Iteration 57Q: 3 clusters Score -874525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -874527.437500 Penalty: 4441.646484
	Iteration 58Q: 3 clusters Score -874527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -874528.750000 Penalty: 4441.646484
	Iteration 59Q: 3 clusters Score -874528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -874529.125000 Penalty: 4441.646484
	Iteration 60F: 3 clusters Score -874529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -874529.812500 Penalty: 4441.646484
	Iteration 61Q: 3 clusters Score -874529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -874529.812500 Penalty: 4441.646484
	Iteration 62F: 3 clusters Score -874529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -403893.218750 Penalty: 2029.274658
	Iteration 0F: 2 clusters Score -403893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -400295.156250 Penalty: 4058.549316
	Iteration 0F: 3 clusters Score -400295.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -401210.406250 Penalty: 4058.549316
	Iteration 1F: 3 clusters Score -401210.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -401479.250000 Penalty: 4058.549316
	Iteration 2F: 3 clusters Score -401479.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -401693.500000 Penalty: 4058.549316
	Iteration 3F: 3 clusters Score -401693.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -401820.500000 Penalty: 4058.549316
	Iteration 4Q: 3 clusters Score -401820.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -401926.875000 Penalty: 4058.549316
	Iteration 5Q: 3 clusters Score -401926.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -402036.218750 Penalty: 4058.549316
	Iteration 6Q: 3 clusters Score -402036.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -402151.187500 Penalty: 4058.549316
	Iteration 7Q: 3 clusters Score -402151.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -402237.000000 Penalty: 4058.549316
	Iteration 8Q: 3 clusters Score -402237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -402317.625000 Penalty: 4058.549316
	Iteration 9Q: 3 clusters Score -402317.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -402416.843750 Penalty: 4058.549316
	Iteration 10Q: 3 clusters Score -402416.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -402532.875000 Penalty: 4058.549316
	Iteration 11Q: 3 clusters Score -402532.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -402625.593750 Penalty: 4058.549316
	Iteration 12Q: 3 clusters Score -402625.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -402710.437500 Penalty: 4058.549316
	Iteration 13Q: 3 clusters Score -402710.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -402791.437500 Penalty: 4058.549316
	Iteration 14Q: 3 clusters Score -402791.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -402836.250000 Penalty: 4058.549316
	Iteration 15Q: 3 clusters Score -402836.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -402873.875000 Penalty: 4058.549316
	Iteration 16Q: 3 clusters Score -402873.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -402904.562500 Penalty: 4058.549316
	Iteration 17Q: 3 clusters Score -402904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402925.156250 Penalty: 4058.549316
	Iteration 18Q: 3 clusters Score -402925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -402940.156250 Penalty: 4058.549316
	Iteration 19Q: 3 clusters Score -402940.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402952.187500 Penalty: 4058.549316
	Iteration 20F: 3 clusters Score -402952.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -402960.281250 Penalty: 4058.549316
	Iteration 21Q: 3 clusters Score -402960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -402968.468750 Penalty: 4058.549316
	Iteration 22Q: 3 clusters Score -402968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -402972.406250 Penalty: 4058.549316
	Iteration 23Q: 3 clusters Score -402972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -402977.781250 Penalty: 4058.549316
	Iteration 24Q: 3 clusters Score -402977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -402981.406250 Penalty: 4058.549316
	Iteration 25Q: 3 clusters Score -402981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -402985.468750 Penalty: 4058.549316
	Iteration 26Q: 3 clusters Score -402985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402986.406250 Penalty: 4058.549316
	Iteration 27Q: 3 clusters Score -402986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -402988.250000 Penalty: 4058.549316
	Iteration 28Q: 3 clusters Score -402988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -402988.125000 Penalty: 4058.549316
	Iteration 29Q: 3 clusters Score -402988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -402988.781250 Penalty: 4058.549316
	Iteration 30Q: 3 clusters Score -402988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -402991.906250 Penalty: 4058.549316
	Iteration 31Q: 3 clusters Score -402991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -402993.062500 Penalty: 4058.549316
	Iteration 32Q: 3 clusters Score -402993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -402995.531250 Penalty: 4058.549316
	Iteration 33Q: 3 clusters Score -402995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -402995.531250 Penalty: 4058.549316
	Iteration 34Q: 3 clusters Score -402995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -402995.718750 Penalty: 4058.549316
	Iteration 35Q: 3 clusters Score -402995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -402995.718750 Penalty: 4058.549316
	Iteration 36F: 3 clusters Score -402995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1355870.875000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1355871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1347141.250000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1347141 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1349730.125000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1349730 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1350114.875000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1350115 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1350496.500000 Penalty: 4645.396484
	Iteration 3F: 3 clusters Score -1350496 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1350946.375000 Penalty: 4645.396484
	Iteration 4F: 3 clusters Score -1350946 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1351427.500000 Penalty: 4645.396484
	Iteration 5F: 3 clusters Score -1351428 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1352071.500000 Penalty: 4645.396484
	Iteration 6F: 3 clusters Score -1352072 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1352864.375000 Penalty: 4645.396484
	Iteration 7F: 3 clusters Score -1352864 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1353636.250000 Penalty: 4645.396484
	Iteration 8F: 3 clusters Score -1353636 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1354188.875000 Penalty: 4645.396484
	Iteration 9F: 3 clusters Score -1354189 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1354609.750000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1354610 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1354846.500000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1354846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1354998.625000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1354999 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1355092.375000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1355092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1355166.375000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1355166 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1355226.250000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1355226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1355268.250000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1355268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1355308.875000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1355309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1355342.625000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1355343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1355380.750000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1355381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1355410.250000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1355410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1355433.750000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1355434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1355476.250000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1355476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1355513.750000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1355514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1355537.375000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1355537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1355566.750000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1355567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1355579.250000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1355579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1355602.125000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1355602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1355623.250000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1355623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1355633.625000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1355634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1355646.375000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1355646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1355648.250000 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -1355648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1355652.250000 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -1355652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1355653.750000 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -1355654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1355656.000000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -1355656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1355657.000000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -1355657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1355660.000000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -1355660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1355660.000000 Penalty: 4645.396484
	Iteration 37F: 3 clusters Score -1355660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Entering Unmasked Estep 
Score: -7861196.000000 Penalty: 2751.800293
	Iteration 0F: 2 clusters Score -7861196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -7817119.500000 Penalty: 5503.600586
	Iteration 0F: 3 clusters Score -7817120 nChanged 30611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7834239.500000 Penalty: 5503.600586
	Iteration 1F: 3 clusters Score -7834240 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7835123.500000 Penalty: 5503.600586
	Iteration 2Q: 3 clusters Score -7835124 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7836088.000000 Penalty: 5503.600586
	Iteration 3Q: 3 clusters Score -7836088 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7837204.500000 Penalty: 5503.600586
	Iteration 4Q: 3 clusters Score -7837204 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -7838611.500000 Penalty: 5503.600586
	Iteration 5Q: 3 clusters Score -7838612 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7840334.500000 Penalty: 5503.600586
	Iteration 6F: 3 clusters Score -7840334 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -7842407.500000 Penalty: 5503.600586
	Iteration 7F: 3 clusters Score -7842408 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -7844914.000000 Penalty: 5503.600586
	Iteration 8F: 3 clusters Score -7844914 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -7847363.500000 Penalty: 5503.600586
	Iteration 9F: 3 clusters Score -7847364 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -7849723.000000 Penalty: 5503.600586
	Iteration 10F: 3 clusters Score -7849723 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -7852035.500000 Penalty: 5503.600586
	Iteration 11Q: 3 clusters Score -7852036 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -7854046.500000 Penalty: 5503.600586
	Iteration 12Q: 3 clusters Score -7854046 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7855555.500000 Penalty: 5503.600586
	Iteration 13Q: 3 clusters Score -7855556 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7856626.000000 Penalty: 5503.600586
	Iteration 14Q: 3 clusters Score -7856626 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -7857335.500000 Penalty: 5503.600586
	Iteration 15Q: 3 clusters Score -7857336 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -7857734.500000 Penalty: 5503.600586
	Iteration 16Q: 3 clusters Score -7857734 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -7858029.000000 Penalty: 5503.600586
	Iteration 17Q: 3 clusters Score -7858029 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -7858227.000000 Penalty: 5503.600586
	Iteration 18Q: 3 clusters Score -7858227 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -7858361.000000 Penalty: 5503.600586
	Iteration 19Q: 3 clusters Score -7858361 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -7858470.000000 Penalty: 5503.600586
	Iteration 20F: 3 clusters Score -7858470 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -7858555.500000 Penalty: 5503.600586
	Iteration 21Q: 3 clusters Score -7858556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -7858630.000000 Penalty: 5503.600586
	Iteration 22Q: 3 clusters Score -7858630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -7858684.500000 Penalty: 5503.600586
	Iteration 23Q: 3 clusters Score -7858684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -7858725.500000 Penalty: 5503.600586
	Iteration 24Q: 3 clusters Score -7858726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -7858758.000000 Penalty: 5503.600586
	Iteration 25Q: 3 clusters Score -7858758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -7858780.500000 Penalty: 5503.600586
	Iteration 26Q: 3 clusters Score -7858780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -7858790.500000 Penalty: 5503.600586
	Iteration 27Q: 3 clusters Score -7858790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -7858797.500000 Penalty: 5503.600586
	Iteration 28Q: 3 clusters Score -7858798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -7858821.000000 Penalty: 5503.600586
	Iteration 29Q: 3 clusters Score -7858821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -7858824.500000 Penalty: 5503.600586
	Iteration 30Q: 3 clusters Score -7858824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -7858833.000000 Penalty: 5503.600586
	Iteration 31Q: 3 clusters Score -7858833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7858840.500000 Penalty: 5503.600586
	Iteration 32Q: 3 clusters Score -7858840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -7858858.000000 Penalty: 5503.600586
	Iteration 33Q: 3 clusters Score -7858858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7858852.000000 Penalty: 5503.600586
	Iteration 34Q: 3 clusters Score -7858852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -7858857.500000 Penalty: 5503.600586
	Iteration 35Q: 3 clusters Score -7858858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -7858856.500000 Penalty: 5503.600586
	Iteration 36Q: 3 clusters Score -7858856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7858866.000000 Penalty: 5503.600586
	Iteration 37Q: 3 clusters Score -7858866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7858864.500000 Penalty: 5503.600586
	Iteration 38Q: 3 clusters Score -7858864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -7858865.000000 Penalty: 5503.600586
	Iteration 39Q: 3 clusters Score -7858865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7858874.000000 Penalty: 5503.600586
	Iteration 40F: 3 clusters Score -7858874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7858871.500000 Penalty: 5503.600586
	Iteration 41Q: 3 clusters Score -7858872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -7858872.500000 Penalty: 5503.600586
	Iteration 42Q: 3 clusters Score -7858872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -7858875.000000 Penalty: 5503.600586
	Iteration 43Q: 3 clusters Score -7858875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -7858876.500000 Penalty: 5503.600586
	Iteration 44Q: 3 clusters Score -7858876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -7858881.000000 Penalty: 5503.600586
	Iteration 45Q: 3 clusters Score -7858881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -7858878.000000 Penalty: 5503.600586
	Iteration 46Q: 3 clusters Score -7858878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -7858881.500000 Penalty: 5503.600586
	Iteration 47Q: 3 clusters Score -7858882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -7858881.500000 Penalty: 5503.600586
	Iteration 48F: 3 clusters Score -7858882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -243595.875000 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -243595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -240835.671875 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -240835.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -241371.000000 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -241371 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241525.421875 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -241525.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241620.265625 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -241620.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241671.453125 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -241671.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -241706.796875 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -241706.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -241732.156250 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -241732.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -241752.968750 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -241753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -241773.593750 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -241773.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -241791.187500 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -241791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -241805.890625 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -241805.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -241819.078125 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -241819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -241824.875000 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -241824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -241837.000000 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -241837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -241854.343750 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -241854.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -241868.406250 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -241868.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -241882.703125 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -241882.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -241898.546875 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -241898.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -241911.734375 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -241911.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241923.906250 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -241923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241932.203125 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -241932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -241940.062500 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -241940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -241947.156250 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -241947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -241954.390625 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -241954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -241959.390625 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -241959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -241969.531250 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -241969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -241979.609375 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -241979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -241985.468750 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -241985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -241989.937500 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -241989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -241992.406250 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -241992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -241993.750000 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -241993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -241993.750000 Penalty: 3797.777832
	Iteration 31F: 3 clusters Score -241993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Entering Unmasked Estep 
Score: -1703712.875000 Penalty: 2372.225098
	Iteration 0F: 2 clusters Score -1703713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1693418.125000 Penalty: 4744.450195
	Iteration 0F: 3 clusters Score -1693418 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1696576.750000 Penalty: 4744.450195
	Iteration 1F: 3 clusters Score -1696577 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1696902.250000 Penalty: 4744.450195
	Iteration 2F: 3 clusters Score -1696902 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1697126.000000 Penalty: 4744.450195
	Iteration 3Q: 3 clusters Score -1697126 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1697261.750000 Penalty: 4744.450195
	Iteration 4Q: 3 clusters Score -1697262 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1697365.250000 Penalty: 4744.450195
	Iteration 5Q: 3 clusters Score -1697365 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1697454.125000 Penalty: 4744.450195
	Iteration 6Q: 3 clusters Score -1697454 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1697529.125000 Penalty: 4744.450195
	Iteration 7Q: 3 clusters Score -1697529 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1697604.250000 Penalty: 4744.450195
	Iteration 8Q: 3 clusters Score -1697604 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1697687.875000 Penalty: 4744.450195
	Iteration 9Q: 3 clusters Score -1697688 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1697779.875000 Penalty: 4744.450195
	Iteration 10Q: 3 clusters Score -1697780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1697856.500000 Penalty: 4744.450195
	Iteration 11Q: 3 clusters Score -1697856 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1697937.000000 Penalty: 4744.450195
	Iteration 12Q: 3 clusters Score -1697937 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1698021.875000 Penalty: 4744.450195
	Iteration 13Q: 3 clusters Score -1698022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1698116.000000 Penalty: 4744.450195
	Iteration 14Q: 3 clusters Score -1698116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1698222.000000 Penalty: 4744.450195
	Iteration 15Q: 3 clusters Score -1698222 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1698353.375000 Penalty: 4744.450195
	Iteration 16Q: 3 clusters Score -1698353 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1698482.875000 Penalty: 4744.450195
	Iteration 17Q: 3 clusters Score -1698483 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1698625.625000 Penalty: 4744.450195
	Iteration 18Q: 3 clusters Score -1698626 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1698780.000000 Penalty: 4744.450195
	Iteration 19Q: 3 clusters Score -1698780 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1698988.875000 Penalty: 4744.450195
	Iteration 20F: 3 clusters Score -1698989 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1699248.375000 Penalty: 4744.450195
	Iteration 21Q: 3 clusters Score -1699248 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1699521.000000 Penalty: 4744.450195
	Iteration 22Q: 3 clusters Score -1699521 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1699799.875000 Penalty: 4744.450195
	Iteration 23Q: 3 clusters Score -1699800 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1700106.000000 Penalty: 4744.450195
	Iteration 24Q: 3 clusters Score -1700106 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1700389.625000 Penalty: 4744.450195
	Iteration 25Q: 3 clusters Score -1700390 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1700627.125000 Penalty: 4744.450195
	Iteration 26Q: 3 clusters Score -1700627 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1700837.500000 Penalty: 4744.450195
	Iteration 27Q: 3 clusters Score -1700838 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1701029.625000 Penalty: 4744.450195
	Iteration 28Q: 3 clusters Score -1701030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1701182.250000 Penalty: 4744.450195
	Iteration 29Q: 3 clusters Score -1701182 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1701300.875000 Penalty: 4744.450195
	Iteration 30Q: 3 clusters Score -1701301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1701378.625000 Penalty: 4744.450195
	Iteration 31Q: 3 clusters Score -1701379 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1701439.250000 Penalty: 4744.450195
	Iteration 32Q: 3 clusters Score -1701439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1701494.750000 Penalty: 4744.450195
	Iteration 33Q: 3 clusters Score -1701495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1701527.750000 Penalty: 4744.450195
	Iteration 34Q: 3 clusters Score -1701528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1701548.500000 Penalty: 4744.450195
	Iteration 35Q: 3 clusters Score -1701548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1701567.125000 Penalty: 4744.450195
	Iteration 36Q: 3 clusters Score -1701567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1701586.875000 Penalty: 4744.450195
	Iteration 37Q: 3 clusters Score -1701587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1701607.625000 Penalty: 4744.450195
	Iteration 38Q: 3 clusters Score -1701608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1701615.250000 Penalty: 4744.450195
	Iteration 39Q: 3 clusters Score -1701615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1701625.750000 Penalty: 4744.450195
	Iteration 40F: 3 clusters Score -1701626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1701634.875000 Penalty: 4744.450195
	Iteration 41Q: 3 clusters Score -1701635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1701645.375000 Penalty: 4744.450195
	Iteration 42Q: 3 clusters Score -1701645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1701654.250000 Penalty: 4744.450195
	Iteration 43Q: 3 clusters Score -1701654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1701659.500000 Penalty: 4744.450195
	Iteration 44Q: 3 clusters Score -1701660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1701662.750000 Penalty: 4744.450195
	Iteration 45Q: 3 clusters Score -1701663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1701665.500000 Penalty: 4744.450195
	Iteration 46Q: 3 clusters Score -1701666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1701665.500000 Penalty: 4744.450195
	Iteration 47Q: 3 clusters Score -1701666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1701667.500000 Penalty: 4744.450195
	Iteration 48Q: 3 clusters Score -1701668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1701670.000000 Penalty: 4744.450195
	Iteration 49Q: 3 clusters Score -1701670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1701670.375000 Penalty: 4744.450195
	Iteration 50Q: 3 clusters Score -1701670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1701674.000000 Penalty: 4744.450195
	Iteration 51Q: 3 clusters Score -1701674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1701674.000000 Penalty: 4744.450195
	Iteration 52F: 3 clusters Score -1701674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Entering Unmasked Estep 
Score: -10035520.000000 Penalty: 2812.384766
	Iteration 0F: 2 clusters Score -1.003552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -9979218.000000 Penalty: 5624.769531
	Iteration 0F: 3 clusters Score -9979218 nChanged 39411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -10001904.000000 Penalty: 5624.769531
	Iteration 1F: 3 clusters Score -1.00019e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -10003137.000000 Penalty: 5624.769531
	Iteration 2Q: 3 clusters Score -1.000314e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -10005168.000000 Penalty: 5624.769531
	Iteration 3Q: 3 clusters Score -1.000517e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -10007951.000000 Penalty: 5624.769531
	Iteration 4F: 3 clusters Score -1.000795e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -10011557.000000 Penalty: 5624.769531
	Iteration 5F: 3 clusters Score -1.001156e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -10015480.000000 Penalty: 5624.769531
	Iteration 6F: 3 clusters Score -1.001548e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -10019734.000000 Penalty: 5624.769531
	Iteration 7F: 3 clusters Score -1.001973e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -10024265.000000 Penalty: 5624.769531
	Iteration 8F: 3 clusters Score -1.002426e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -10027936.000000 Penalty: 5624.769531
	Iteration 9F: 3 clusters Score -1.002794e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -10029956.000000 Penalty: 5624.769531
	Iteration 10Q: 3 clusters Score -1.002996e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -10031441.000000 Penalty: 5624.769531
	Iteration 11Q: 3 clusters Score -1.003144e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -10032443.000000 Penalty: 5624.769531
	Iteration 12Q: 3 clusters Score -1.003244e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -10033295.000000 Penalty: 5624.769531
	Iteration 13Q: 3 clusters Score -1.00333e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -10033964.000000 Penalty: 5624.769531
	Iteration 14Q: 3 clusters Score -1.003396e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -10034535.000000 Penalty: 5624.769531
	Iteration 15Q: 3 clusters Score -1.003454e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -10034944.000000 Penalty: 5624.769531
	Iteration 16Q: 3 clusters Score -1.003494e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -10035233.000000 Penalty: 5624.769531
	Iteration 17Q: 3 clusters Score -1.003523e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -10035495.000000 Penalty: 5624.769531
	Iteration 18Q: 3 clusters Score -1.00355e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -10035633.000000 Penalty: 5624.769531
	Iteration 19Q: 3 clusters Score -1.003563e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -10035759.000000 Penalty: 5624.769531
	Iteration 20F: 3 clusters Score -1.003576e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -10035883.000000 Penalty: 5624.769531
	Iteration 21Q: 3 clusters Score -1.003588e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -10035963.000000 Penalty: 5624.769531
	Iteration 22Q: 3 clusters Score -1.003596e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -10035986.000000 Penalty: 5624.769531
	Iteration 23Q: 3 clusters Score -1.003599e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -10036019.000000 Penalty: 5624.769531
	Iteration 24Q: 3 clusters Score -1.003602e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -10036019.000000 Penalty: 5624.769531
	Iteration 25Q: 3 clusters Score -1.003602e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -10036052.000000 Penalty: 5624.769531
	Iteration 26Q: 3 clusters Score -1.003605e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -10036076.000000 Penalty: 5624.769531
	Iteration 27Q: 3 clusters Score -1.003608e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -10036097.000000 Penalty: 5624.769531
	Iteration 28Q: 3 clusters Score -1.00361e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -10036086.000000 Penalty: 5624.769531
	Iteration 29Q: 3 clusters Score -1.003609e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -10036091.000000 Penalty: 5624.769531
	Iteration 30Q: 3 clusters Score -1.003609e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -10036124.000000 Penalty: 5624.769531
	Iteration 31Q: 3 clusters Score -1.003612e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -10036148.000000 Penalty: 5624.769531
	Iteration 32Q: 3 clusters Score -1.003615e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -10036146.000000 Penalty: 5624.769531
	Iteration 33Q: 3 clusters Score -1.003615e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -10036139.000000 Penalty: 5624.769531
	Iteration 34Q: 3 clusters Score -1.003614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -10036143.000000 Penalty: 5624.769531
	Iteration 35Q: 3 clusters Score -1.003614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -10036144.000000 Penalty: 5624.769531
	Iteration 36Q: 3 clusters Score -1.003614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -10036163.000000 Penalty: 5624.769531
	Iteration 37Q: 3 clusters Score -1.003616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -10036165.000000 Penalty: 5624.769531
	Iteration 38Q: 3 clusters Score -1.003616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -10036166.000000 Penalty: 5624.769531
	Iteration 39Q: 3 clusters Score -1.003617e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -10036158.000000 Penalty: 5624.769531
	Iteration 40F: 3 clusters Score -1.003616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -10036165.000000 Penalty: 5624.769531
	Iteration 41Q: 3 clusters Score -1.003616e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -10036182.000000 Penalty: 5624.769531
	Iteration 42Q: 3 clusters Score -1.003618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -10036201.000000 Penalty: 5624.769531
	Iteration 43Q: 3 clusters Score -1.00362e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -10036193.000000 Penalty: 5624.769531
	Iteration 44Q: 3 clusters Score -1.003619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -10036175.000000 Penalty: 5624.769531
	Iteration 45Q: 3 clusters Score -1.003618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -10036175.000000 Penalty: 5624.769531
	Iteration 46Q: 3 clusters Score -1.003618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -10036178.000000 Penalty: 5624.769531
	Iteration 47Q: 3 clusters Score -1.003618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -10036176.000000 Penalty: 5624.769531
	Iteration 48Q: 3 clusters Score -1.003618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -10036182.000000 Penalty: 5624.769531
	Iteration 49Q: 3 clusters Score -1.003618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -10036198.000000 Penalty: 5624.769531
	Iteration 50Q: 3 clusters Score -1.00362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -10036199.000000 Penalty: 5624.769531
	Iteration 51Q: 3 clusters Score -1.00362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -10036188.000000 Penalty: 5624.769531
	Iteration 52Q: 3 clusters Score -1.003619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -10036180.000000 Penalty: 5624.769531
	Iteration 53Q: 3 clusters Score -1.003618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10036184.000000 Penalty: 5624.769531
	Iteration 54Q: 3 clusters Score -1.003618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -10036179.000000 Penalty: 5624.769531
	Iteration 55Q: 3 clusters Score -1.003618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -10036190.000000 Penalty: 5624.769531
	Iteration 56Q: 3 clusters Score -1.003619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -10036173.000000 Penalty: 5624.769531
	Iteration 57Q: 3 clusters Score -1.003617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -10036183.000000 Penalty: 5624.769531
	Iteration 58Q: 3 clusters Score -1.003618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -10036178.000000 Penalty: 5624.769531
	Iteration 59Q: 3 clusters Score -1.003618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -10036194.000000 Penalty: 5624.769531
	Iteration 60F: 3 clusters Score -1.003619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -10036192.000000 Penalty: 5624.769531
	Iteration 61Q: 3 clusters Score -1.003619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -10036188.000000 Penalty: 5624.769531
	Iteration 62Q: 3 clusters Score -1.003619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -10036185.000000 Penalty: 5624.769531
	Iteration 63Q: 3 clusters Score -1.003618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -10036185.000000 Penalty: 5624.769531
	Iteration 64F: 3 clusters Score -1.003618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 72185 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 12840 members 
Mstep: Class 27 contains 7029 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 11957 members 
Entering Unmasked Estep 
Score: -45024296.000000 Penalty: 99034.976562
Splitting cluster 16 changes total score from -45024128.000000 to -45024296.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -230331.234375 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -230331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -227655.296875 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -227655.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228206.031250 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -228206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228361.500000 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -228361.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228450.593750 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -228450.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -228508.453125 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -228508.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228558.156250 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -228558.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228611.125000 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -228611.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -228668.218750 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -228668.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228714.453125 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -228714.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -228763.953125 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -228764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228802.390625 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -228802.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -228838.312500 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -228838.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -228865.125000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -228865.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228891.500000 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -228891.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -228932.765625 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -228932.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -228969.828125 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -228969.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -228997.828125 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -228997.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -229024.593750 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -229024.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -229051.250000 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -229051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -229078.031250 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -229078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -229114.937500 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -229114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -229148.203125 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -229148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -229174.812500 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -229174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -229197.218750 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -229197.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -229215.796875 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -229215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -229228.406250 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -229228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -229237.875000 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -229237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -229245.093750 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -229245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -229247.968750 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -229248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -229250.750000 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -229250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -229250.750000 Penalty: 3797.308594
	Iteration 30F: 3 clusters Score -229250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -878452.250000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -878452.2 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 3771 members 
Entering Unmasked Estep 
Score: -872264.500000 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -872264.5 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -873992.125000 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -873992.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -874229.437500 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -874229.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -874383.062500 Penalty: 4440.042969
	Iteration 3Q: 3 clusters Score -874383.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -874497.750000 Penalty: 4440.042969
	Iteration 4Q: 3 clusters Score -874497.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -874608.000000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -874608 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -874730.000000 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -874730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -874894.250000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -874894.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -875079.687500 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -875079.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -875283.062500 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -875283.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -875497.500000 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -875497.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -875699.750000 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -875699.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -875904.125000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -875904.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -876062.812500 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -876062.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -876168.562500 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -876168.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -876268.437500 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -876268.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -876340.250000 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -876340.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -876389.125000 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -876389.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -876438.812500 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -876438.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -876476.437500 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -876476.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -876513.187500 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -876513.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -876538.062500 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -876538.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -876552.562500 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -876552.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -876561.875000 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -876561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -876571.687500 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -876571.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -876581.562500 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -876581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -876587.500000 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -876587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -876593.500000 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -876593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -876597.375000 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -876597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -876600.812500 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -876600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -876611.687500 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -876611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -876619.125000 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -876619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -876626.500000 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -876626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -876632.000000 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -876632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -876634.937500 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -876634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -876638.812500 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -876638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -876643.437500 Penalty: 4440.042969
	Iteration 36Q: 3 clusters Score -876643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -876648.000000 Penalty: 4440.042969
	Iteration 37Q: 3 clusters Score -876648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -876652.562500 Penalty: 4440.042969
	Iteration 38Q: 3 clusters Score -876652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -876656.437500 Penalty: 4440.042969
	Iteration 39Q: 3 clusters Score -876656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -876665.437500 Penalty: 4440.042969
	Iteration 40F: 3 clusters Score -876665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -876673.937500 Penalty: 4440.042969
	Iteration 41Q: 3 clusters Score -876673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -876683.187500 Penalty: 4440.042969
	Iteration 42Q: 3 clusters Score -876683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -876686.500000 Penalty: 4440.042969
	Iteration 43Q: 3 clusters Score -876686.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -876698.000000 Penalty: 4440.042969
	Iteration 44Q: 3 clusters Score -876698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -876708.687500 Penalty: 4440.042969
	Iteration 45Q: 3 clusters Score -876708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -876721.937500 Penalty: 4440.042969
	Iteration 46Q: 3 clusters Score -876721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -876742.625000 Penalty: 4440.042969
	Iteration 47Q: 3 clusters Score -876742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -876757.875000 Penalty: 4440.042969
	Iteration 48Q: 3 clusters Score -876757.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -876769.312500 Penalty: 4440.042969
	Iteration 49Q: 3 clusters Score -876769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -876784.625000 Penalty: 4440.042969
	Iteration 50Q: 3 clusters Score -876784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -876800.750000 Penalty: 4440.042969
	Iteration 51Q: 3 clusters Score -876800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -876809.375000 Penalty: 4440.042969
	Iteration 52Q: 3 clusters Score -876809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -876812.000000 Penalty: 4440.042969
	Iteration 53Q: 3 clusters Score -876812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -876817.312500 Penalty: 4440.042969
	Iteration 54Q: 3 clusters Score -876817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -876819.437500 Penalty: 4440.042969
	Iteration 55Q: 3 clusters Score -876819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -876825.562500 Penalty: 4440.042969
	Iteration 56Q: 3 clusters Score -876825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -876829.937500 Penalty: 4440.042969
	Iteration 57Q: 3 clusters Score -876829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -876837.250000 Penalty: 4440.042969
	Iteration 58Q: 3 clusters Score -876837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -876845.375000 Penalty: 4440.042969
	Iteration 59Q: 3 clusters Score -876845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -876850.000000 Penalty: 4440.042969
	Iteration 60F: 3 clusters Score -876850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -876853.437500 Penalty: 4440.042969
	Iteration 61Q: 3 clusters Score -876853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -876861.125000 Penalty: 4440.042969
	Iteration 62Q: 3 clusters Score -876861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -876863.312500 Penalty: 4440.042969
	Iteration 63Q: 3 clusters Score -876863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -876868.937500 Penalty: 4440.042969
	Iteration 64Q: 3 clusters Score -876868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -876872.375000 Penalty: 4440.042969
	Iteration 65Q: 3 clusters Score -876872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -876874.812500 Penalty: 4440.042969
	Iteration 66Q: 3 clusters Score -876874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -876876.437500 Penalty: 4440.042969
	Iteration 67Q: 3 clusters Score -876876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -876876.437500 Penalty: 4440.042969
	Iteration 68F: 3 clusters Score -876876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -559102.437500 Penalty: 2110.372070
	Iteration 0F: 2 clusters Score -559102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -554732.812500 Penalty: 4220.744141
	Iteration 0F: 3 clusters Score -554732.8 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -555806.375000 Penalty: 4220.744141
	Iteration 1F: 3 clusters Score -555806.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -556014.937500 Penalty: 4220.744141
	Iteration 2F: 3 clusters Score -556014.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -556145.000000 Penalty: 4220.744141
	Iteration 3Q: 3 clusters Score -556145 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -556276.375000 Penalty: 4220.744141
	Iteration 4Q: 3 clusters Score -556276.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -556399.812500 Penalty: 4220.744141
	Iteration 5Q: 3 clusters Score -556399.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556529.375000 Penalty: 4220.744141
	Iteration 6Q: 3 clusters Score -556529.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -556662.312500 Penalty: 4220.744141
	Iteration 7Q: 3 clusters Score -556662.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -556780.125000 Penalty: 4220.744141
	Iteration 8Q: 3 clusters Score -556780.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -556902.875000 Penalty: 4220.744141
	Iteration 9Q: 3 clusters Score -556902.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -557018.625000 Penalty: 4220.744141
	Iteration 10Q: 3 clusters Score -557018.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -557089.062500 Penalty: 4220.744141
	Iteration 11Q: 3 clusters Score -557089.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -557140.687500 Penalty: 4220.744141
	Iteration 12Q: 3 clusters Score -557140.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -557177.437500 Penalty: 4220.744141
	Iteration 13Q: 3 clusters Score -557177.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -557201.312500 Penalty: 4220.744141
	Iteration 14Q: 3 clusters Score -557201.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -557220.750000 Penalty: 4220.744141
	Iteration 15Q: 3 clusters Score -557220.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -557233.437500 Penalty: 4220.744141
	Iteration 16Q: 3 clusters Score -557233.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -557238.375000 Penalty: 4220.744141
	Iteration 17Q: 3 clusters Score -557238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -557242.812500 Penalty: 4220.744141
	Iteration 18Q: 3 clusters Score -557242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -557245.000000 Penalty: 4220.744141
	Iteration 19Q: 3 clusters Score -557245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -557248.125000 Penalty: 4220.744141
	Iteration 20F: 3 clusters Score -557248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -557254.125000 Penalty: 4220.744141
	Iteration 21Q: 3 clusters Score -557254.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -557258.812500 Penalty: 4220.744141
	Iteration 22Q: 3 clusters Score -557258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -557265.500000 Penalty: 4220.744141
	Iteration 23Q: 3 clusters Score -557265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -557271.000000 Penalty: 4220.744141
	Iteration 24Q: 3 clusters Score -557271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -557277.187500 Penalty: 4220.744141
	Iteration 25Q: 3 clusters Score -557277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -557283.750000 Penalty: 4220.744141
	Iteration 26Q: 3 clusters Score -557283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -557290.000000 Penalty: 4220.744141
	Iteration 27Q: 3 clusters Score -557290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -557293.625000 Penalty: 4220.744141
	Iteration 28Q: 3 clusters Score -557293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -557298.750000 Penalty: 4220.744141
	Iteration 29Q: 3 clusters Score -557298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -557303.187500 Penalty: 4220.744141
	Iteration 30Q: 3 clusters Score -557303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -557305.875000 Penalty: 4220.744141
	Iteration 31Q: 3 clusters Score -557305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -557308.312500 Penalty: 4220.744141
	Iteration 32Q: 3 clusters Score -557308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -557313.062500 Penalty: 4220.744141
	Iteration 33Q: 3 clusters Score -557313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -557316.250000 Penalty: 4220.744141
	Iteration 34Q: 3 clusters Score -557316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -557318.625000 Penalty: 4220.744141
	Iteration 35Q: 3 clusters Score -557318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -557319.187500 Penalty: 4220.744141
	Iteration 36Q: 3 clusters Score -557319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -557319.875000 Penalty: 4220.744141
	Iteration 37Q: 3 clusters Score -557319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -557319.875000 Penalty: 4220.744141
	Iteration 38F: 3 clusters Score -557319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -1154644.875000 Penalty: 2292.024170
	Iteration 0F: 2 clusters Score -1154645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1146737.875000 Penalty: 4584.048340
	Iteration 0F: 3 clusters Score -1146738 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1149215.375000 Penalty: 4584.048340
	Iteration 1F: 3 clusters Score -1149215 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1149716.625000 Penalty: 4584.048340
	Iteration 2F: 3 clusters Score -1149717 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1150142.875000 Penalty: 4584.048340
	Iteration 3F: 3 clusters Score -1150143 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1150554.500000 Penalty: 4584.048340
	Iteration 4F: 3 clusters Score -1150554 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1150893.000000 Penalty: 4584.048340
	Iteration 5F: 3 clusters Score -1150893 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1151220.125000 Penalty: 4584.048340
	Iteration 6Q: 3 clusters Score -1151220 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1151487.875000 Penalty: 4584.048340
	Iteration 7Q: 3 clusters Score -1151488 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1151737.750000 Penalty: 4584.048340
	Iteration 8Q: 3 clusters Score -1151738 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1151956.875000 Penalty: 4584.048340
	Iteration 9Q: 3 clusters Score -1151957 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1152139.500000 Penalty: 4584.048340
	Iteration 10Q: 3 clusters Score -1152140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1152275.375000 Penalty: 4584.048340
	Iteration 11Q: 3 clusters Score -1152275 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1152371.500000 Penalty: 4584.048340
	Iteration 12Q: 3 clusters Score -1152372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1152456.000000 Penalty: 4584.048340
	Iteration 13Q: 3 clusters Score -1152456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1152517.875000 Penalty: 4584.048340
	Iteration 14Q: 3 clusters Score -1152518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1152565.625000 Penalty: 4584.048340
	Iteration 15Q: 3 clusters Score -1152566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1152603.375000 Penalty: 4584.048340
	Iteration 16Q: 3 clusters Score -1152603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1152628.125000 Penalty: 4584.048340
	Iteration 17Q: 3 clusters Score -1152628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1152647.375000 Penalty: 4584.048340
	Iteration 18Q: 3 clusters Score -1152647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1152659.750000 Penalty: 4584.048340
	Iteration 19Q: 3 clusters Score -1152660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1152667.250000 Penalty: 4584.048340
	Iteration 20F: 3 clusters Score -1152667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1152674.750000 Penalty: 4584.048340
	Iteration 21Q: 3 clusters Score -1152675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1152686.000000 Penalty: 4584.048340
	Iteration 22Q: 3 clusters Score -1152686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1152693.250000 Penalty: 4584.048340
	Iteration 23Q: 3 clusters Score -1152693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1152700.250000 Penalty: 4584.048340
	Iteration 24Q: 3 clusters Score -1152700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1152710.750000 Penalty: 4584.048340
	Iteration 25Q: 3 clusters Score -1152711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1152717.500000 Penalty: 4584.048340
	Iteration 26Q: 3 clusters Score -1152718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1152723.125000 Penalty: 4584.048340
	Iteration 27Q: 3 clusters Score -1152723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1152727.000000 Penalty: 4584.048340
	Iteration 28Q: 3 clusters Score -1152727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1152732.750000 Penalty: 4584.048340
	Iteration 29Q: 3 clusters Score -1152733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1152734.750000 Penalty: 4584.048340
	Iteration 30Q: 3 clusters Score -1152735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1152738.375000 Penalty: 4584.048340
	Iteration 31Q: 3 clusters Score -1152738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1152735.875000 Penalty: 4584.048340
	Iteration 32Q: 3 clusters Score -1152736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1152736.000000 Penalty: 4584.048340
	Iteration 33Q: 3 clusters Score -1152736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1152736.000000 Penalty: 4584.048340
	Iteration 34Q: 3 clusters Score -1152736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1152737.625000 Penalty: 4584.048340
	Iteration 35Q: 3 clusters Score -1152738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1152738.375000 Penalty: 4584.048340
	Iteration 36Q: 3 clusters Score -1152738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1152739.250000 Penalty: 4584.048340
	Iteration 37Q: 3 clusters Score -1152739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1152738.375000 Penalty: 4584.048340
	Iteration 38Q: 3 clusters Score -1152738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1152738.250000 Penalty: 4584.048340
	Iteration 39Q: 3 clusters Score -1152738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1152737.500000 Penalty: 4584.048340
	Iteration 40F: 3 clusters Score -1152738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1152738.375000 Penalty: 4584.048340
	Iteration 41Q: 3 clusters Score -1152738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1152737.625000 Penalty: 4584.048340
	Iteration 42Q: 3 clusters Score -1152738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1152737.625000 Penalty: 4584.048340
	Iteration 43F: 3 clusters Score -1152738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -306256.531250 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -306256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -303095.593750 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -303095.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -303766.812500 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -303766.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -303978.031250 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -303978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -304229.375000 Penalty: 3948.493408
	Iteration 3F: 3 clusters Score -304229.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -304500.187500 Penalty: 3948.493408
	Iteration 4F: 3 clusters Score -304500.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -304714.812500 Penalty: 3948.493408
	Iteration 5F: 3 clusters Score -304714.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -304917.406250 Penalty: 3948.493408
	Iteration 6F: 3 clusters Score -304917.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -305053.531250 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -305053.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -305134.468750 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -305134.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -305188.875000 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -305188.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -305227.343750 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -305227.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -305253.031250 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -305253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -305270.718750 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -305270.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -305290.000000 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -305290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -305303.031250 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -305303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -305316.250000 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -305316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -305322.375000 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -305322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -305329.000000 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -305329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -305334.593750 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -305334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -305337.906250 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -305337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -305337.906250 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -305337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -307509.875000 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -307509.9 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 1518 members 
Entering Unmasked Estep 
Score: -304268.031250 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -304268 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305036.593750 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -305036.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -305250.968750 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -305251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -305395.843750 Penalty: 3978.868652
	Iteration 3F: 3 clusters Score -305395.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -305505.000000 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -305505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -305622.812500 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -305622.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -305759.968750 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -305760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305879.531250 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -305879.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305966.187500 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -305966.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -306045.593750 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -306045.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306093.375000 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -306093.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -306139.843750 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -306139.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -306165.156250 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -306165.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -306180.812500 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -306180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -306189.031250 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -306189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -306194.187500 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -306194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -306202.156250 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -306202.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306209.500000 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -306209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -306216.625000 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -306216.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -306222.437500 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -306222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -306232.125000 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -306232.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306237.406250 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -306237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -306240.093750 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -306240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -306244.312500 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -306244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -306248.406250 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -306248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -306250.843750 Penalty: 3978.868652
	Iteration 25Q: 3 clusters Score -306250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -306251.000000 Penalty: 3978.868652
	Iteration 26Q: 3 clusters Score -306251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306252.375000 Penalty: 3978.868652
	Iteration 27Q: 3 clusters Score -306252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -306254.281250 Penalty: 3978.868652
	Iteration 28Q: 3 clusters Score -306254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306260.062500 Penalty: 3978.868652
	Iteration 29Q: 3 clusters Score -306260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306262.156250 Penalty: 3978.868652
	Iteration 30Q: 3 clusters Score -306262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306262.250000 Penalty: 3978.868652
	Iteration 31Q: 3 clusters Score -306262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306262.250000 Penalty: 3978.868652
	Iteration 32F: 3 clusters Score -306262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -472656.031250 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -472656 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 2012 members 
Entering Unmasked Estep 
Score: -468648.968750 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -468649 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -469575.750000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -469575.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -469763.687500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -469763.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -469886.812500 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -469886.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -469980.562500 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -469980.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -470053.000000 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -470053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -470119.562500 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -470119.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -470180.843750 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -470180.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -470241.312500 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -470241.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -470287.281250 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -470287.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -470325.187500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -470325.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -470352.656250 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -470352.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -470374.750000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -470374.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -470394.812500 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -470394.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -470413.718750 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -470413.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -470440.156250 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -470440.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -470468.562500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -470468.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -470489.062500 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -470489.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -470512.718750 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -470512.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -470531.375000 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -470531.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -470543.343750 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -470543.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -470556.531250 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -470556.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -470567.468750 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -470567.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -470578.218750 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -470578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -470585.187500 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -470585.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -470595.218750 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -470595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -470604.468750 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -470604.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -470618.250000 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -470618.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -470627.562500 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -470627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -470639.250000 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -470639.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -470649.437500 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -470649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -470657.093750 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -470657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -470664.812500 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -470664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -470674.250000 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -470674.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -470687.656250 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -470687.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -470700.906250 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -470700.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -470716.968750 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -470717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -470726.656250 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -470726.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -470743.000000 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -470743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -470756.375000 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -470756.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -470770.562500 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -470770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -470782.718750 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -470782.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -470791.125000 Penalty: 4125.611816
	Iteration 42Q: 3 clusters Score -470791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -470805.062500 Penalty: 4125.611816
	Iteration 43Q: 3 clusters Score -470805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -470818.781250 Penalty: 4125.611816
	Iteration 44Q: 3 clusters Score -470818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -470837.812500 Penalty: 4125.611816
	Iteration 45Q: 3 clusters Score -470837.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -470855.000000 Penalty: 4125.611816
	Iteration 46Q: 3 clusters Score -470855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -470868.218750 Penalty: 4125.611816
	Iteration 47Q: 3 clusters Score -470868.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -470879.156250 Penalty: 4125.611816
	Iteration 48Q: 3 clusters Score -470879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -470887.718750 Penalty: 4125.611816
	Iteration 49Q: 3 clusters Score -470887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -470893.093750 Penalty: 4125.611816
	Iteration 50Q: 3 clusters Score -470893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -470898.531250 Penalty: 4125.611816
	Iteration 51Q: 3 clusters Score -470898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -470904.062500 Penalty: 4125.611816
	Iteration 52Q: 3 clusters Score -470904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -470906.437500 Penalty: 4125.611816
	Iteration 53Q: 3 clusters Score -470906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -470908.031250 Penalty: 4125.611816
	Iteration 54Q: 3 clusters Score -470908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -470911.406250 Penalty: 4125.611816
	Iteration 55Q: 3 clusters Score -470911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -470914.593750 Penalty: 4125.611816
	Iteration 56Q: 3 clusters Score -470914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -470919.437500 Penalty: 4125.611816
	Iteration 57Q: 3 clusters Score -470919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -470925.031250 Penalty: 4125.611816
	Iteration 58Q: 3 clusters Score -470925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -470928.593750 Penalty: 4125.611816
	Iteration 59Q: 3 clusters Score -470928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -470932.687500 Penalty: 4125.611816
	Iteration 60F: 3 clusters Score -470932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -470935.531250 Penalty: 4125.611816
	Iteration 61Q: 3 clusters Score -470935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -470938.250000 Penalty: 4125.611816
	Iteration 62Q: 3 clusters Score -470938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -470938.906250 Penalty: 4125.611816
	Iteration 63Q: 3 clusters Score -470938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -470941.218750 Penalty: 4125.611816
	Iteration 64Q: 3 clusters Score -470941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -470944.156250 Penalty: 4125.611816
	Iteration 65Q: 3 clusters Score -470944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -470948.062500 Penalty: 4125.611816
	Iteration 66Q: 3 clusters Score -470948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -470951.093750 Penalty: 4125.611816
	Iteration 67Q: 3 clusters Score -470951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -470957.656250 Penalty: 4125.611816
	Iteration 68Q: 3 clusters Score -470957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -470961.406250 Penalty: 4125.611816
	Iteration 69Q: 3 clusters Score -470961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -470964.312500 Penalty: 4125.611816
	Iteration 70Q: 3 clusters Score -470964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -470964.625000 Penalty: 4125.611816
	Iteration 71Q: 3 clusters Score -470964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -470967.281250 Penalty: 4125.611816
	Iteration 72Q: 3 clusters Score -470967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -470969.156250 Penalty: 4125.611816
	Iteration 73Q: 3 clusters Score -470969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -470969.187500 Penalty: 4125.611816
	Iteration 74Q: 3 clusters Score -470969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -470970.375000 Penalty: 4125.611816
	Iteration 75Q: 3 clusters Score -470970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -470970.375000 Penalty: 4125.611816
	Iteration 76F: 3 clusters Score -470970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -494600.375000 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -494600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -490549.750000 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -490549.8 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491549.875000 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -491549.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -491775.968750 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -491776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -491946.218750 Penalty: 4149.604004
	Iteration 3F: 3 clusters Score -491946.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -492108.093750 Penalty: 4149.604004
	Iteration 4Q: 3 clusters Score -492108.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -492237.437500 Penalty: 4149.604004
	Iteration 5Q: 3 clusters Score -492237.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -492371.562500 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -492371.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -492505.156250 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -492505.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -492700.437500 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -492700.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -492924.750000 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -492924.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -493236.812500 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -493236.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -493526.750000 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -493526.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -493783.906250 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -493783.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -493962.375000 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -493962.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -494062.687500 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -494062.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -494111.031250 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -494111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -494138.656250 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -494138.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -494150.000000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -494150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -494154.968750 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -494155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -494157.312500 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -494157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -494159.062500 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -494159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -494159.500000 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -494159.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -494162.468750 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -494162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -494165.656250 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -494165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -494167.906250 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -494167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -494169.843750 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -494169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -494170.375000 Penalty: 4149.604004
	Iteration 26Q: 3 clusters Score -494170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -494171.062500 Penalty: 4149.604004
	Iteration 27Q: 3 clusters Score -494171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -494171.031250 Penalty: 4149.604004
	Iteration 28Q: 3 clusters Score -494171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -494171.375000 Penalty: 4149.604004
	Iteration 29Q: 3 clusters Score -494171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -494171.375000 Penalty: 4149.604004
	Iteration 30F: 3 clusters Score -494171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -460126.781250 Penalty: 2065.934570
	Iteration 0F: 2 clusters Score -460126.8 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 2103 members 
Entering Unmasked Estep 
Score: -456151.687500 Penalty: 4131.869141
	Iteration 0F: 3 clusters Score -456151.7 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -457082.531250 Penalty: 4131.869141
	Iteration 1F: 3 clusters Score -457082.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -457329.562500 Penalty: 4131.869141
	Iteration 2F: 3 clusters Score -457329.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -457545.562500 Penalty: 4131.869141
	Iteration 3F: 3 clusters Score -457545.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -457734.250000 Penalty: 4131.869141
	Iteration 4F: 3 clusters Score -457734.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -457944.843750 Penalty: 4131.869141
	Iteration 5Q: 3 clusters Score -457944.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -458175.187500 Penalty: 4131.869141
	Iteration 6Q: 3 clusters Score -458175.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -458427.031250 Penalty: 4131.869141
	Iteration 7Q: 3 clusters Score -458427 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -458643.812500 Penalty: 4131.869141
	Iteration 8Q: 3 clusters Score -458643.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -458756.531250 Penalty: 4131.869141
	Iteration 9Q: 3 clusters Score -458756.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -458834.062500 Penalty: 4131.869141
	Iteration 10Q: 3 clusters Score -458834.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -458884.125000 Penalty: 4131.869141
	Iteration 11Q: 3 clusters Score -458884.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -458926.375000 Penalty: 4131.869141
	Iteration 12Q: 3 clusters Score -458926.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -458952.625000 Penalty: 4131.869141
	Iteration 13Q: 3 clusters Score -458952.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -458976.437500 Penalty: 4131.869141
	Iteration 14Q: 3 clusters Score -458976.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -458999.406250 Penalty: 4131.869141
	Iteration 15Q: 3 clusters Score -458999.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -459015.843750 Penalty: 4131.869141
	Iteration 16Q: 3 clusters Score -459015.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -459025.843750 Penalty: 4131.869141
	Iteration 17Q: 3 clusters Score -459025.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -459042.937500 Penalty: 4131.869141
	Iteration 18Q: 3 clusters Score -459042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -459055.750000 Penalty: 4131.869141
	Iteration 19Q: 3 clusters Score -459055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -459071.437500 Penalty: 4131.869141
	Iteration 20F: 3 clusters Score -459071.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -459077.968750 Penalty: 4131.869141
	Iteration 21Q: 3 clusters Score -459078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459081.562500 Penalty: 4131.869141
	Iteration 22Q: 3 clusters Score -459081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459084.843750 Penalty: 4131.869141
	Iteration 23Q: 3 clusters Score -459084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -459086.812500 Penalty: 4131.869141
	Iteration 24Q: 3 clusters Score -459086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -459090.406250 Penalty: 4131.869141
	Iteration 25Q: 3 clusters Score -459090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -459098.750000 Penalty: 4131.869141
	Iteration 26Q: 3 clusters Score -459098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -459107.406250 Penalty: 4131.869141
	Iteration 27Q: 3 clusters Score -459107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -459120.437500 Penalty: 4131.869141
	Iteration 28Q: 3 clusters Score -459120.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -459129.406250 Penalty: 4131.869141
	Iteration 29Q: 3 clusters Score -459129.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459138.562500 Penalty: 4131.869141
	Iteration 30Q: 3 clusters Score -459138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -459148.000000 Penalty: 4131.869141
	Iteration 31Q: 3 clusters Score -459148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -459157.531250 Penalty: 4131.869141
	Iteration 32Q: 3 clusters Score -459157.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -459167.343750 Penalty: 4131.869141
	Iteration 33Q: 3 clusters Score -459167.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -459176.312500 Penalty: 4131.869141
	Iteration 34Q: 3 clusters Score -459176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -459181.875000 Penalty: 4131.869141
	Iteration 35Q: 3 clusters Score -459181.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -459189.906250 Penalty: 4131.869141
	Iteration 36Q: 3 clusters Score -459189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -459198.250000 Penalty: 4131.869141
	Iteration 37Q: 3 clusters Score -459198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -459204.500000 Penalty: 4131.869141
	Iteration 38Q: 3 clusters Score -459204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -459209.093750 Penalty: 4131.869141
	Iteration 39Q: 3 clusters Score -459209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -459213.656250 Penalty: 4131.869141
	Iteration 40F: 3 clusters Score -459213.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -459216.937500 Penalty: 4131.869141
	Iteration 41Q: 3 clusters Score -459216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -459218.062500 Penalty: 4131.869141
	Iteration 42Q: 3 clusters Score -459218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -459220.531250 Penalty: 4131.869141
	Iteration 43Q: 3 clusters Score -459220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -459220.343750 Penalty: 4131.869141
	Iteration 44Q: 3 clusters Score -459220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -459220.000000 Penalty: 4131.869141
	Iteration 45Q: 3 clusters Score -459220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -459221.031250 Penalty: 4131.869141
	Iteration 46Q: 3 clusters Score -459221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -459223.312500 Penalty: 4131.869141
	Iteration 47Q: 3 clusters Score -459223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -459226.031250 Penalty: 4131.869141
	Iteration 48Q: 3 clusters Score -459226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -459230.687500 Penalty: 4131.869141
	Iteration 49Q: 3 clusters Score -459230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459236.031250 Penalty: 4131.869141
	Iteration 50Q: 3 clusters Score -459236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -459242.031250 Penalty: 4131.869141
	Iteration 51Q: 3 clusters Score -459242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -459246.218750 Penalty: 4131.869141
	Iteration 52Q: 3 clusters Score -459246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -459248.718750 Penalty: 4131.869141
	Iteration 53Q: 3 clusters Score -459248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -459248.625000 Penalty: 4131.869141
	Iteration 54Q: 3 clusters Score -459248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459249.156250 Penalty: 4131.869141
	Iteration 55Q: 3 clusters Score -459249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -459249.250000 Penalty: 4131.869141
	Iteration 56Q: 3 clusters Score -459249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -459250.000000 Penalty: 4131.869141
	Iteration 57Q: 3 clusters Score -459250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -459250.843750 Penalty: 4131.869141
	Iteration 58Q: 3 clusters Score -459250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459250.500000 Penalty: 4131.869141
	Iteration 59Q: 3 clusters Score -459250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459250.500000 Penalty: 4131.869141
	Iteration 60F: 3 clusters Score -459250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Entering Unmasked Estep 
Score: -1495478.625000 Penalty: 2346.159424
	Iteration 0F: 2 clusters Score -1495479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1486011.500000 Penalty: 4692.318848
	Iteration 0F: 3 clusters Score -1486012 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1489242.125000 Penalty: 4692.318848
	Iteration 1F: 3 clusters Score -1489242 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1490531.125000 Penalty: 4692.318848
	Iteration 2F: 3 clusters Score -1490531 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1492157.875000 Penalty: 4692.318848
	Iteration 3F: 3 clusters Score -1492158 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1493799.875000 Penalty: 4692.318848
	Iteration 4F: 3 clusters Score -1493800 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1495106.750000 Penalty: 4692.318848
	Iteration 5F: 3 clusters Score -1495107 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1496075.000000 Penalty: 4692.318848
	Iteration 6F: 3 clusters Score -1496075 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1496590.375000 Penalty: 4692.318848
	Iteration 7Q: 3 clusters Score -1496590 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1496928.875000 Penalty: 4692.318848
	Iteration 8Q: 3 clusters Score -1496929 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1497257.000000 Penalty: 4692.318848
	Iteration 9Q: 3 clusters Score -1497257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1497598.125000 Penalty: 4692.318848
	Iteration 10Q: 3 clusters Score -1497598 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1497922.000000 Penalty: 4692.318848
	Iteration 11Q: 3 clusters Score -1497922 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1498212.125000 Penalty: 4692.318848
	Iteration 12Q: 3 clusters Score -1498212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1498485.750000 Penalty: 4692.318848
	Iteration 13Q: 3 clusters Score -1498486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1498708.125000 Penalty: 4692.318848
	Iteration 14Q: 3 clusters Score -1498708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1498823.500000 Penalty: 4692.318848
	Iteration 15Q: 3 clusters Score -1498824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1498856.625000 Penalty: 4692.318848
	Iteration 16Q: 3 clusters Score -1498857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1498878.125000 Penalty: 4692.318848
	Iteration 17Q: 3 clusters Score -1498878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1498884.375000 Penalty: 4692.318848
	Iteration 18Q: 3 clusters Score -1498884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1498887.875000 Penalty: 4692.318848
	Iteration 19Q: 3 clusters Score -1498888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1498890.250000 Penalty: 4692.318848
	Iteration 20F: 3 clusters Score -1498890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1498890.500000 Penalty: 4692.318848
	Iteration 21Q: 3 clusters Score -1498890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1498892.625000 Penalty: 4692.318848
	Iteration 22Q: 3 clusters Score -1498893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1498896.000000 Penalty: 4692.318848
	Iteration 23Q: 3 clusters Score -1498896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1498896.250000 Penalty: 4692.318848
	Iteration 24Q: 3 clusters Score -1498896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1498896.250000 Penalty: 4692.318848
	Iteration 25F: 3 clusters Score -1498896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 72185 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 8883 members 
Mstep: Class 27 contains 7029 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 11957 members 
Mstep: Class 32 contains 3957 members 
Entering Unmasked Estep 
Score: -45026932.000000 Penalty: 102229.648438
Splitting cluster 26 changes total score from -45024128.000000 to -45026932.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 27 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -817526.625000 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -817526.6 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 3565 members 
Entering Unmasked Estep 
Score: -811723.875000 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -811723.9 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -813258.375000 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -813258.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -813538.062500 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -813538.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -813715.562500 Penalty: 4393.468750
	Iteration 3F: 3 clusters Score -813715.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -813869.437500 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -813869.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -814003.937500 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -814003.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -814130.875000 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -814130.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -814251.437500 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -814251.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -814382.437500 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -814382.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -814527.875000 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -814527.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -814692.500000 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -814692.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -814846.875000 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -814846.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -814996.750000 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -814996.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -815130.937500 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -815130.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -815245.375000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -815245.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -815361.875000 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -815361.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -815473.000000 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -815473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -815586.750000 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -815586.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -815683.687500 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -815683.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -815759.875000 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -815759.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -815811.937500 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -815811.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -815847.250000 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -815847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -815866.625000 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -815866.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -815877.625000 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -815877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -815883.750000 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -815883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -815892.937500 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -815892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -815900.062500 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -815900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -815904.812500 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -815904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -815909.875000 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -815909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -815915.875000 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -815915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -815918.125000 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -815918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -815920.000000 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -815920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -815921.562500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -815921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -815923.625000 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -815923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -815923.625000 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -815923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -815925.500000 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -815925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -815925.500000 Penalty: 4393.468750
	Iteration 36F: 3 clusters Score -815925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -781523.062500 Penalty: 2196.416748
	Iteration 0F: 2 clusters Score -781523.1 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 3556 members 
Entering Unmasked Estep 
Score: -775744.812500 Penalty: 4392.833496
	Iteration 0F: 3 clusters Score -775744.8 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -777558.937500 Penalty: 4392.833496
	Iteration 1F: 3 clusters Score -777558.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -778069.125000 Penalty: 4392.833496
	Iteration 2F: 3 clusters Score -778069.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -778462.062500 Penalty: 4392.833496
	Iteration 3F: 3 clusters Score -778462.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -778743.875000 Penalty: 4392.833496
	Iteration 4F: 3 clusters Score -778743.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -778978.562500 Penalty: 4392.833496
	Iteration 5Q: 3 clusters Score -778978.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -779164.875000 Penalty: 4392.833496
	Iteration 6Q: 3 clusters Score -779164.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -779304.562500 Penalty: 4392.833496
	Iteration 7Q: 3 clusters Score -779304.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -779398.625000 Penalty: 4392.833496
	Iteration 8Q: 3 clusters Score -779398.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -779464.812500 Penalty: 4392.833496
	Iteration 9Q: 3 clusters Score -779464.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -779530.875000 Penalty: 4392.833496
	Iteration 10Q: 3 clusters Score -779530.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -779572.125000 Penalty: 4392.833496
	Iteration 11Q: 3 clusters Score -779572.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -779605.750000 Penalty: 4392.833496
	Iteration 12Q: 3 clusters Score -779605.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -779632.187500 Penalty: 4392.833496
	Iteration 13Q: 3 clusters Score -779632.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -779652.375000 Penalty: 4392.833496
	Iteration 14Q: 3 clusters Score -779652.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -779675.125000 Penalty: 4392.833496
	Iteration 15Q: 3 clusters Score -779675.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -779696.062500 Penalty: 4392.833496
	Iteration 16Q: 3 clusters Score -779696.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -779712.562500 Penalty: 4392.833496
	Iteration 17Q: 3 clusters Score -779712.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -779721.812500 Penalty: 4392.833496
	Iteration 18Q: 3 clusters Score -779721.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -779729.000000 Penalty: 4392.833496
	Iteration 19Q: 3 clusters Score -779729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -779732.500000 Penalty: 4392.833496
	Iteration 20F: 3 clusters Score -779732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -779739.625000 Penalty: 4392.833496
	Iteration 21Q: 3 clusters Score -779739.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -779744.062500 Penalty: 4392.833496
	Iteration 22Q: 3 clusters Score -779744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -779747.250000 Penalty: 4392.833496
	Iteration 23Q: 3 clusters Score -779747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -779750.937500 Penalty: 4392.833496
	Iteration 24Q: 3 clusters Score -779750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -779753.625000 Penalty: 4392.833496
	Iteration 25Q: 3 clusters Score -779753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -779759.125000 Penalty: 4392.833496
	Iteration 26Q: 3 clusters Score -779759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -779761.062500 Penalty: 4392.833496
	Iteration 27Q: 3 clusters Score -779761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -779762.875000 Penalty: 4392.833496
	Iteration 28Q: 3 clusters Score -779762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -779764.750000 Penalty: 4392.833496
	Iteration 29Q: 3 clusters Score -779764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -779767.187500 Penalty: 4392.833496
	Iteration 30Q: 3 clusters Score -779767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -779767.312500 Penalty: 4392.833496
	Iteration 31Q: 3 clusters Score -779767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -779769.062500 Penalty: 4392.833496
	Iteration 32Q: 3 clusters Score -779769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -779768.812500 Penalty: 4392.833496
	Iteration 33Q: 3 clusters Score -779768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -779769.437500 Penalty: 4392.833496
	Iteration 34Q: 3 clusters Score -779769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -779770.000000 Penalty: 4392.833496
	Iteration 35Q: 3 clusters Score -779770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -779771.875000 Penalty: 4392.833496
	Iteration 36Q: 3 clusters Score -779771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -779772.875000 Penalty: 4392.833496
	Iteration 37Q: 3 clusters Score -779772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -779775.500000 Penalty: 4392.833496
	Iteration 38Q: 3 clusters Score -779775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -779777.312500 Penalty: 4392.833496
	Iteration 39Q: 3 clusters Score -779777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -779776.812500 Penalty: 4392.833496
	Iteration 40F: 3 clusters Score -779776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -779777.125000 Penalty: 4392.833496
	Iteration 41Q: 3 clusters Score -779777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -779776.187500 Penalty: 4392.833496
	Iteration 42Q: 3 clusters Score -779776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -779779.687500 Penalty: 4392.833496
	Iteration 43Q: 3 clusters Score -779779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -779780.187500 Penalty: 4392.833496
	Iteration 44Q: 3 clusters Score -779780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -779781.812500 Penalty: 4392.833496
	Iteration 45Q: 3 clusters Score -779781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -779782.187500 Penalty: 4392.833496
	Iteration 46Q: 3 clusters Score -779782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -779785.812500 Penalty: 4392.833496
	Iteration 47Q: 3 clusters Score -779785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -779783.312500 Penalty: 4392.833496
	Iteration 48Q: 3 clusters Score -779783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -779786.000000 Penalty: 4392.833496
	Iteration 49Q: 3 clusters Score -779786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -779788.875000 Penalty: 4392.833496
	Iteration 50Q: 3 clusters Score -779788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -779787.937500 Penalty: 4392.833496
	Iteration 51Q: 3 clusters Score -779787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -779787.937500 Penalty: 4392.833496
	Iteration 52Q: 3 clusters Score -779787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -779790.312500 Penalty: 4392.833496
	Iteration 53Q: 3 clusters Score -779790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -779789.812500 Penalty: 4392.833496
	Iteration 54Q: 3 clusters Score -779789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -779792.250000 Penalty: 4392.833496
	Iteration 55Q: 3 clusters Score -779792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -779791.750000 Penalty: 4392.833496
	Iteration 56Q: 3 clusters Score -779791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -779791.937500 Penalty: 4392.833496
	Iteration 57Q: 3 clusters Score -779791.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -779796.187500 Penalty: 4392.833496
	Iteration 58Q: 3 clusters Score -779796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -779797.937500 Penalty: 4392.833496
	Iteration 59Q: 3 clusters Score -779797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -779801.812500 Penalty: 4392.833496
	Iteration 60F: 3 clusters Score -779801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -779800.312500 Penalty: 4392.833496
	Iteration 61Q: 3 clusters Score -779800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -779804.937500 Penalty: 4392.833496
	Iteration 62Q: 3 clusters Score -779804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -779805.937500 Penalty: 4392.833496
	Iteration 63Q: 3 clusters Score -779805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -779808.000000 Penalty: 4392.833496
	Iteration 64Q: 3 clusters Score -779808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -779808.937500 Penalty: 4392.833496
	Iteration 65Q: 3 clusters Score -779808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -779811.750000 Penalty: 4392.833496
	Iteration 66Q: 3 clusters Score -779811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -779811.875000 Penalty: 4392.833496
	Iteration 67Q: 3 clusters Score -779811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -779812.375000 Penalty: 4392.833496
	Iteration 68Q: 3 clusters Score -779812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -779811.062500 Penalty: 4392.833496
	Iteration 69Q: 3 clusters Score -779811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -779811.187500 Penalty: 4392.833496
	Iteration 70Q: 3 clusters Score -779811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -779812.125000 Penalty: 4392.833496
	Iteration 71Q: 3 clusters Score -779812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -779812.125000 Penalty: 4392.833496
	Iteration 72F: 3 clusters Score -779812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -211213.718750 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -211213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208696.593750 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -208696.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209178.750000 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -209178.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -209316.906250 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -209316.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209390.890625 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -209390.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -209415.562500 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -209415.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -209437.859375 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -209437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -209449.062500 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -209449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -209463.093750 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -209463.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209485.406250 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -209485.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -209501.968750 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -209502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209513.687500 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -209513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -209523.656250 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -209523.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -209535.765625 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -209535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -209546.406250 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -209546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -209552.953125 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -209553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209560.390625 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -209560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209564.828125 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -209564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -209567.046875 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -209567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209567.890625 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -209567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -209569.250000 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -209569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -209571.875000 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -209571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209572.765625 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -209572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -209575.281250 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -209575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -209576.843750 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -209576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -209579.234375 Penalty: 3747.728760
	Iteration 24Q: 3 clusters Score -209579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209583.343750 Penalty: 3747.728760
	Iteration 25Q: 3 clusters Score -209583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -209585.984375 Penalty: 3747.728760
	Iteration 26Q: 3 clusters Score -209586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -209585.984375 Penalty: 3747.728760
	Iteration 27F: 3 clusters Score -209586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -140404.343750 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -140404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138272.093750 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -138272.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138840.625000 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -138840.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139275.421875 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -139275.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139564.093750 Penalty: 3599.123291
	Iteration 3F: 3 clusters Score -139564.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139711.343750 Penalty: 3599.123291
	Iteration 4F: 3 clusters Score -139711.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139825.265625 Penalty: 3599.123291
	Iteration 5Q: 3 clusters Score -139825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139904.562500 Penalty: 3599.123291
	Iteration 6Q: 3 clusters Score -139904.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139960.312500 Penalty: 3599.123291
	Iteration 7Q: 3 clusters Score -139960.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140002.843750 Penalty: 3599.123291
	Iteration 8Q: 3 clusters Score -140002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140078.765625 Penalty: 3599.123291
	Iteration 9Q: 3 clusters Score -140078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140153.062500 Penalty: 3599.123291
	Iteration 10Q: 3 clusters Score -140153.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -140194.265625 Penalty: 3599.123291
	Iteration 11Q: 3 clusters Score -140194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140227.609375 Penalty: 3599.123291
	Iteration 12Q: 3 clusters Score -140227.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -140267.593750 Penalty: 3599.123291
	Iteration 13Q: 3 clusters Score -140267.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140313.406250 Penalty: 3599.123291
	Iteration 14Q: 3 clusters Score -140313.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140350.562500 Penalty: 3599.123291
	Iteration 15Q: 3 clusters Score -140350.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -140382.218750 Penalty: 3599.123291
	Iteration 16Q: 3 clusters Score -140382.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140414.031250 Penalty: 3599.123291
	Iteration 17Q: 3 clusters Score -140414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140422.531250 Penalty: 3599.123291
	Iteration 18Q: 3 clusters Score -140422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140432.421875 Penalty: 3599.123291
	Iteration 19Q: 3 clusters Score -140432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140443.875000 Penalty: 3599.123291
	Iteration 20F: 3 clusters Score -140443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140483.390625 Penalty: 3599.123291
	Iteration 21Q: 3 clusters Score -140483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140491.828125 Penalty: 3599.123291
	Iteration 22Q: 3 clusters Score -140491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140496.187500 Penalty: 3599.123291
	Iteration 23Q: 3 clusters Score -140496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -140498.062500 Penalty: 3599.123291
	Iteration 24Q: 3 clusters Score -140498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140500.453125 Penalty: 3599.123291
	Iteration 25Q: 3 clusters Score -140500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -140503.078125 Penalty: 3599.123291
	Iteration 26Q: 3 clusters Score -140503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140504.984375 Penalty: 3599.123291
	Iteration 27Q: 3 clusters Score -140505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140508.218750 Penalty: 3599.123291
	Iteration 28Q: 3 clusters Score -140508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140508.218750 Penalty: 3599.123291
	Iteration 29F: 3 clusters Score -140508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 72185 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 8883 members 
Mstep: Class 27 contains 7029 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 982 members 
Mstep: Class 31 contains 11957 members 
Mstep: Class 32 contains 3957 members 
Mstep: Class 33 contains 435 members 
Entering Unmasked Estep 
Score: -45025656.000000 Penalty: 105424.328125
Splitting cluster 30 changes total score from -45024128.000000 to -45025656.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 72185 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 8883 members 
Mstep: Class 27 contains 7029 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45026868.000000 Penalty: 105424.328125
Iteration 79Q: 34 clusters Score -4.502687e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 11478 members 
Mstep: Class 7 contains 7097 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 71896 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4135 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 8896 members 
Mstep: Class 27 contains 7010 members 
Mstep: Class 28 contains 7027 members 
Mstep: Class 29 contains 1911 members 
Mstep: Class 30 contains 1148 members 
Mstep: Class 31 contains 11675 members 
Mstep: Class 32 contains 3838 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45027932.000000 Penalty: 105424.328125
Iteration 80F: 34 clusters Score -4.502793e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 11385 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 3614 members 
Mstep: Class 12 contains 11673 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 71720 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 10538 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 4181 members 
Mstep: Class 24 contains 4269 members 
Mstep: Class 25 contains 4150 members 
Mstep: Class 26 contains 8896 members 
Mstep: Class 27 contains 7002 members 
Mstep: Class 28 contains 7038 members 
Mstep: Class 29 contains 1915 members 
Mstep: Class 30 contains 1215 members 
Mstep: Class 31 contains 11738 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028644.000000 Penalty: 105424.328125
Iteration 81Q: 34 clusters Score -4.502864e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 7159 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 12 contains 11668 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 71619 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 10550 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4153 members 
Mstep: Class 26 contains 8899 members 
Mstep: Class 27 contains 6993 members 
Mstep: Class 28 contains 7051 members 
Mstep: Class 29 contains 1916 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028716.000000 Penalty: 105424.328125
Iteration 82Q: 34 clusters Score -4.502872e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 15358 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 11663 members 
Mstep: Class 13 contains 65893 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 71545 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 10554 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 8909 members 
Mstep: Class 27 contains 6987 members 
Mstep: Class 28 contains 7058 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1277 members 
Mstep: Class 31 contains 11786 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45028900.000000 Penalty: 105424.328125
Iteration 83Q: 34 clusters Score -4.50289e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15324 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 7 contains 6890 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 11655 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 71480 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 10550 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 4221 members 
Mstep: Class 25 contains 4155 members 
Mstep: Class 26 contains 8913 members 
Mstep: Class 27 contains 6978 members 
Mstep: Class 28 contains 7072 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1290 members 
Mstep: Class 31 contains 11804 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029012.000000 Penalty: 105424.328125
Iteration 84Q: 34 clusters Score -4.502901e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 7708 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 65892 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 71440 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 10554 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 4155 members 
Mstep: Class 26 contains 8914 members 
Mstep: Class 27 contains 6969 members 
Mstep: Class 28 contains 7078 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1301 members 
Mstep: Class 31 contains 11808 members 
Mstep: Class 32 contains 4521 members 
Mstep: Class 33 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029036.000000 Penalty: 105424.328125
Iteration 85Q: 34 clusters Score -4.502904e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 15289 members 
Mstep: Class 4 contains 7148 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 6823 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 65897 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 71386 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 10573 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 4156 members 
Mstep: Class 26 contains 8924 members 
Mstep: Class 27 contains 6965 members 
Mstep: Class 28 contains 7085 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1305 members 
Mstep: Class 31 contains 11817 members 
Mstep: Class 32 contains 4574 members 
Mstep: Class 33 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029084.000000 Penalty: 105424.328125
Iteration 86Q: 34 clusters Score -4.502908e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15281 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71351 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 10591 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 3084 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 4156 members 
Mstep: Class 26 contains 8929 members 
Mstep: Class 27 contains 6963 members 
Mstep: Class 28 contains 7092 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 4607 members 
Mstep: Class 33 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029140.000000 Penalty: 105424.328125
Iteration 87Q: 34 clusters Score -4.502914e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 15262 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 6776 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71321 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 10612 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 4210 members 
Mstep: Class 25 contains 4156 members 
Mstep: Class 26 contains 8935 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 7105 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 11814 members 
Mstep: Class 32 contains 4635 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029240.000000 Penalty: 105424.328125
Iteration 88Q: 34 clusters Score -4.502924e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15247 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71296 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 10617 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 8943 members 
Mstep: Class 27 contains 6958 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 11816 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029328.000000 Penalty: 105424.328125
Iteration 89Q: 34 clusters Score -4.502933e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15231 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 65897 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71275 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 2869 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 4195 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 8948 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 11815 members 
Mstep: Class 32 contains 4682 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029252.000000 Penalty: 105424.328125
Iteration 90Q: 34 clusters Score -4.502925e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 15223 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 65894 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71254 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 8952 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1322 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 4703 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029188.000000 Penalty: 105424.328125
Iteration 91Q: 34 clusters Score -4.502919e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15211 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 6721 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71224 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 4189 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 8956 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 7120 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 11827 members 
Mstep: Class 32 contains 4732 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029316.000000 Penalty: 105424.328125
Iteration 92Q: 34 clusters Score -4.502932e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15198 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 11601 members 
Mstep: Class 13 contains 65896 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 71213 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 10676 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 4187 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 8958 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 7120 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11825 members 
Mstep: Class 32 contains 4765 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029240.000000 Penalty: 105424.328125
Iteration 93Q: 34 clusters Score -4.502924e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15186 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11235 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 65899 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71201 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 4158 members 
Mstep: Class 26 contains 8960 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11825 members 
Mstep: Class 32 contains 4797 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029336.000000 Penalty: 105424.328125
Iteration 94Q: 34 clusters Score -4.502934e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15173 members 
Mstep: Class 4 contains 7046 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71195 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 4503 members 
Mstep: Class 24 contains 4183 members 
Mstep: Class 25 contains 4159 members 
Mstep: Class 26 contains 8962 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11825 members 
Mstep: Class 32 contains 4841 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029248.000000 Penalty: 105424.328125
Iteration 95Q: 34 clusters Score -4.502925e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15163 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11229 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71194 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 10720 members 
Mstep: Class 21 contains 2874 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8962 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11822 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029276.000000 Penalty: 105424.328125
Iteration 96Q: 34 clusters Score -4.502928e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15154 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11228 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7644 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 65903 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71188 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 10735 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8965 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 4900 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029360.000000 Penalty: 105424.328125
Iteration 97Q: 34 clusters Score -4.502936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 6599 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 65903 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71186 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10745 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 7120 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 4918 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029328.000000 Penalty: 105424.328125
Iteration 98Q: 34 clusters Score -4.502933e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 4 contains 7021 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71186 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10749 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 7120 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11818 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029364.000000 Penalty: 105424.328125
Iteration 99Q: 34 clusters Score -4.502936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71183 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10759 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 7121 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11818 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029360.000000 Penalty: 105424.328125
Iteration 100F: 34 clusters Score -4.502936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15130 members 
Mstep: Class 4 contains 7010 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 6565 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 65904 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71182 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 7124 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11818 members 
Mstep: Class 32 contains 4955 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029364.000000 Penalty: 105424.328125
Iteration 101Q: 34 clusters Score -4.502936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71188 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10766 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 7122 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11818 members 
Mstep: Class 32 contains 4962 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029392.000000 Penalty: 105424.328125
Iteration 102Q: 34 clusters Score -4.502939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 6986 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71187 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10776 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7120 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11818 members 
Mstep: Class 32 contains 4968 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029396.000000 Penalty: 105424.328125
Iteration 103Q: 34 clusters Score -4.50294e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15116 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 65910 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71181 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029304.000000 Penalty: 105424.328125
Iteration 104Q: 34 clusters Score -4.50293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 65911 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71176 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10796 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8965 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 11817 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029348.000000 Penalty: 105424.328125
Iteration 105Q: 34 clusters Score -4.502935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 65912 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71172 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7706 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029316.000000 Penalty: 105424.328125
Iteration 106Q: 34 clusters Score -4.502932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 65912 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71170 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10803 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7121 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029384.000000 Penalty: 105424.328125
Iteration 107Q: 34 clusters Score -4.502938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 6956 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 65912 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71168 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4521 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7121 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11822 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029348.000000 Penalty: 105424.328125
Iteration 108Q: 34 clusters Score -4.502935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 65915 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71165 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10811 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029384.000000 Penalty: 105424.328125
Iteration 109Q: 34 clusters Score -4.502938e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 6946 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6514 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71164 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10814 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 4530 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11822 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029388.000000 Penalty: 105424.328125
Iteration 110Q: 34 clusters Score -4.502939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71161 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029388.000000 Penalty: 105424.328125
Iteration 111Q: 34 clusters Score -4.502939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71158 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10810 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029436.000000 Penalty: 105424.328125
Iteration 112Q: 34 clusters Score -4.502944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71157 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11819 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029416.000000 Penalty: 105424.328125
Iteration 113Q: 34 clusters Score -4.502942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 4 contains 6941 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71155 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029432.000000 Penalty: 105424.328125
Iteration 114Q: 34 clusters Score -4.502943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15096 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71153 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11821 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029416.000000 Penalty: 105424.328125
Iteration 115Q: 34 clusters Score -4.502942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15095 members 
Mstep: Class 4 contains 6929 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71155 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4574 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029416.000000 Penalty: 105424.328125
Iteration 116Q: 34 clusters Score -4.502942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15094 members 
Mstep: Class 4 contains 6921 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71156 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11821 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029392.000000 Penalty: 105424.328125
Iteration 117Q: 34 clusters Score -4.502939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71158 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029384.000000 Penalty: 105424.328125
Iteration 118Q: 34 clusters Score -4.502938e+07 nChanged 10
Entering ConstructFrom: 
Score: -45029384.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (77127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Entering Unmasked Estep 
Score: -9320347.000000 Penalty: 2790.795898
	Iteration 0F: 2 clusters Score -9320347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -9268621.000000 Penalty: 5581.591797
	Iteration 0F: 3 clusters Score -9268621 nChanged 36148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -9289276.000000 Penalty: 5581.591797
	Iteration 1F: 3 clusters Score -9289276 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -9290130.000000 Penalty: 5581.591797
	Iteration 2Q: 3 clusters Score -9290130 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -9291400.000000 Penalty: 5581.591797
	Iteration 3Q: 3 clusters Score -9291400 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9293336.000000 Penalty: 5581.591797
	Iteration 4F: 3 clusters Score -9293336 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -9296552.000000 Penalty: 5581.591797
	Iteration 5F: 3 clusters Score -9296552 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -9301107.000000 Penalty: 5581.591797
	Iteration 6F: 3 clusters Score -9301107 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -9306758.000000 Penalty: 5581.591797
	Iteration 7F: 3 clusters Score -9306758 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9311976.000000 Penalty: 5581.591797
	Iteration 8F: 3 clusters Score -9311976 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -9315464.000000 Penalty: 5581.591797
	Iteration 9Q: 3 clusters Score -9315464 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -9316974.000000 Penalty: 5581.591797
	Iteration 10Q: 3 clusters Score -9316974 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -9317533.000000 Penalty: 5581.591797
	Iteration 11Q: 3 clusters Score -9317533 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -9317672.000000 Penalty: 5581.591797
	Iteration 12Q: 3 clusters Score -9317672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -9317758.000000 Penalty: 5581.591797
	Iteration 13Q: 3 clusters Score -9317758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -9317808.000000 Penalty: 5581.591797
	Iteration 14Q: 3 clusters Score -9317808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -9317835.000000 Penalty: 5581.591797
	Iteration 15Q: 3 clusters Score -9317835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9317879.000000 Penalty: 5581.591797
	Iteration 16Q: 3 clusters Score -9317879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -9317894.000000 Penalty: 5581.591797
	Iteration 17Q: 3 clusters Score -9317894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -9317925.000000 Penalty: 5581.591797
	Iteration 18Q: 3 clusters Score -9317925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -9317931.000000 Penalty: 5581.591797
	Iteration 19Q: 3 clusters Score -9317931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -9317937.000000 Penalty: 5581.591797
	Iteration 20F: 3 clusters Score -9317937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -9317943.000000 Penalty: 5581.591797
	Iteration 21Q: 3 clusters Score -9317943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -9317943.000000 Penalty: 5581.591797
	Iteration 22F: 3 clusters Score -9317943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -160356.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -160356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158125.859375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -158125.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158492.234375 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -158492.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -158601.046875 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -158601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -158665.109375 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -158665.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -158702.421875 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -158702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -158724.328125 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -158724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -158733.921875 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -158733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -158737.468750 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -158737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -158741.562500 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -158741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -158747.578125 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -158747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -158748.890625 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -158748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -158749.375000 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -158749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158749.984375 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -158750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -158750.843750 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -158750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158751.156250 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -158751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -158752.265625 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -158752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158754.156250 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -158754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -158756.343750 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -158756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -158756.343750 Penalty: 3616.999268
	Iteration 18F: 3 clusters Score -158756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1697344.750000 Penalty: 2386.236084
	Iteration 0F: 2 clusters Score -1697345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1686475.125000 Penalty: 4772.472168
	Iteration 0F: 3 clusters Score -1686475 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1690272.125000 Penalty: 4772.472168
	Iteration 1F: 3 clusters Score -1690272 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1691032.625000 Penalty: 4772.472168
	Iteration 2F: 3 clusters Score -1691033 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1691769.625000 Penalty: 4772.472168
	Iteration 3F: 3 clusters Score -1691770 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1692462.625000 Penalty: 4772.472168
	Iteration 4F: 3 clusters Score -1692463 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1693027.750000 Penalty: 4772.472168
	Iteration 5F: 3 clusters Score -1693028 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1693390.000000 Penalty: 4772.472168
	Iteration 6Q: 3 clusters Score -1693390 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1693666.125000 Penalty: 4772.472168
	Iteration 7Q: 3 clusters Score -1693666 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1693879.875000 Penalty: 4772.472168
	Iteration 8Q: 3 clusters Score -1693880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1694075.875000 Penalty: 4772.472168
	Iteration 9Q: 3 clusters Score -1694076 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1694236.750000 Penalty: 4772.472168
	Iteration 10Q: 3 clusters Score -1694237 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1694346.500000 Penalty: 4772.472168
	Iteration 11Q: 3 clusters Score -1694346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1694432.875000 Penalty: 4772.472168
	Iteration 12Q: 3 clusters Score -1694433 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1694518.125000 Penalty: 4772.472168
	Iteration 13Q: 3 clusters Score -1694518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1694575.625000 Penalty: 4772.472168
	Iteration 14Q: 3 clusters Score -1694576 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1694636.625000 Penalty: 4772.472168
	Iteration 15Q: 3 clusters Score -1694637 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1694683.000000 Penalty: 4772.472168
	Iteration 16Q: 3 clusters Score -1694683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1694729.250000 Penalty: 4772.472168
	Iteration 17Q: 3 clusters Score -1694729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1694762.500000 Penalty: 4772.472168
	Iteration 18Q: 3 clusters Score -1694762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1694792.875000 Penalty: 4772.472168
	Iteration 19Q: 3 clusters Score -1694793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1694834.875000 Penalty: 4772.472168
	Iteration 20F: 3 clusters Score -1694835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1694866.625000 Penalty: 4772.472168
	Iteration 21Q: 3 clusters Score -1694867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1694896.375000 Penalty: 4772.472168
	Iteration 22Q: 3 clusters Score -1694896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1694918.000000 Penalty: 4772.472168
	Iteration 23Q: 3 clusters Score -1694918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1694946.000000 Penalty: 4772.472168
	Iteration 24Q: 3 clusters Score -1694946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1694991.875000 Penalty: 4772.472168
	Iteration 25Q: 3 clusters Score -1694992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1695026.000000 Penalty: 4772.472168
	Iteration 26Q: 3 clusters Score -1695026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1695071.875000 Penalty: 4772.472168
	Iteration 27Q: 3 clusters Score -1695072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1695112.125000 Penalty: 4772.472168
	Iteration 28Q: 3 clusters Score -1695112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1695136.250000 Penalty: 4772.472168
	Iteration 29Q: 3 clusters Score -1695136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1695160.875000 Penalty: 4772.472168
	Iteration 30Q: 3 clusters Score -1695161 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1695191.125000 Penalty: 4772.472168
	Iteration 31Q: 3 clusters Score -1695191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1695232.875000 Penalty: 4772.472168
	Iteration 32Q: 3 clusters Score -1695233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1695270.625000 Penalty: 4772.472168
	Iteration 33Q: 3 clusters Score -1695271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1695308.250000 Penalty: 4772.472168
	Iteration 34Q: 3 clusters Score -1695308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1695346.000000 Penalty: 4772.472168
	Iteration 35Q: 3 clusters Score -1695346 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1695385.875000 Penalty: 4772.472168
	Iteration 36Q: 3 clusters Score -1695386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1695433.625000 Penalty: 4772.472168
	Iteration 37Q: 3 clusters Score -1695434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1695492.000000 Penalty: 4772.472168
	Iteration 38Q: 3 clusters Score -1695492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1695532.750000 Penalty: 4772.472168
	Iteration 39Q: 3 clusters Score -1695533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1695572.125000 Penalty: 4772.472168
	Iteration 40F: 3 clusters Score -1695572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1695600.125000 Penalty: 4772.472168
	Iteration 41Q: 3 clusters Score -1695600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1695635.000000 Penalty: 4772.472168
	Iteration 42Q: 3 clusters Score -1695635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1695672.000000 Penalty: 4772.472168
	Iteration 43Q: 3 clusters Score -1695672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1695698.125000 Penalty: 4772.472168
	Iteration 44Q: 3 clusters Score -1695698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1695719.000000 Penalty: 4772.472168
	Iteration 45Q: 3 clusters Score -1695719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1695739.500000 Penalty: 4772.472168
	Iteration 46Q: 3 clusters Score -1695740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1695756.375000 Penalty: 4772.472168
	Iteration 47Q: 3 clusters Score -1695756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1695765.375000 Penalty: 4772.472168
	Iteration 48Q: 3 clusters Score -1695765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1695773.125000 Penalty: 4772.472168
	Iteration 49Q: 3 clusters Score -1695773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1695777.625000 Penalty: 4772.472168
	Iteration 50Q: 3 clusters Score -1695778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1695786.375000 Penalty: 4772.472168
	Iteration 51Q: 3 clusters Score -1695786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1695787.500000 Penalty: 4772.472168
	Iteration 52Q: 3 clusters Score -1695788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1695789.250000 Penalty: 4772.472168
	Iteration 53Q: 3 clusters Score -1695789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1695790.500000 Penalty: 4772.472168
	Iteration 54Q: 3 clusters Score -1695790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1695792.875000 Penalty: 4772.472168
	Iteration 55Q: 3 clusters Score -1695793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1695796.125000 Penalty: 4772.472168
	Iteration 56Q: 3 clusters Score -1695796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1695794.875000 Penalty: 4772.472168
	Iteration 57Q: 3 clusters Score -1695795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1695800.750000 Penalty: 4772.472168
	Iteration 58Q: 3 clusters Score -1695801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1695803.625000 Penalty: 4772.472168
	Iteration 59Q: 3 clusters Score -1695804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1695801.875000 Penalty: 4772.472168
	Iteration 60F: 3 clusters Score -1695802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1695805.875000 Penalty: 4772.472168
	Iteration 61Q: 3 clusters Score -1695806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1695805.875000 Penalty: 4772.472168
	Iteration 62Q: 3 clusters Score -1695806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1695808.625000 Penalty: 4772.472168
	Iteration 63Q: 3 clusters Score -1695809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1695814.375000 Penalty: 4772.472168
	Iteration 64Q: 3 clusters Score -1695814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1695817.250000 Penalty: 4772.472168
	Iteration 65Q: 3 clusters Score -1695817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1695817.000000 Penalty: 4772.472168
	Iteration 66Q: 3 clusters Score -1695817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1695817.625000 Penalty: 4772.472168
	Iteration 67Q: 3 clusters Score -1695818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1695822.625000 Penalty: 4772.472168
	Iteration 68Q: 3 clusters Score -1695823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1695824.375000 Penalty: 4772.472168
	Iteration 69Q: 3 clusters Score -1695824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1695824.375000 Penalty: 4772.472168
	Iteration 70Q: 3 clusters Score -1695824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1695825.625000 Penalty: 4772.472168
	Iteration 71Q: 3 clusters Score -1695826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1695823.625000 Penalty: 4772.472168
	Iteration 72Q: 3 clusters Score -1695824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1695825.000000 Penalty: 4772.472168
	Iteration 73Q: 3 clusters Score -1695825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1695828.875000 Penalty: 4772.472168
	Iteration 74Q: 3 clusters Score -1695829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1695831.875000 Penalty: 4772.472168
	Iteration 75Q: 3 clusters Score -1695832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1695831.000000 Penalty: 4772.472168
	Iteration 76Q: 3 clusters Score -1695831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1695831.500000 Penalty: 4772.472168
	Iteration 77Q: 3 clusters Score -1695832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1695830.500000 Penalty: 4772.472168
	Iteration 78Q: 3 clusters Score -1695830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1695831.500000 Penalty: 4772.472168
	Iteration 79Q: 3 clusters Score -1695832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1695830.750000 Penalty: 4772.472168
	Iteration 80F: 3 clusters Score -1695831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -779641.562500 Penalty: 2192.822510
	Iteration 0F: 2 clusters Score -779641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -773957.437500 Penalty: 4385.645020
	Iteration 0F: 3 clusters Score -773957.4 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -775656.000000 Penalty: 4385.645020
	Iteration 1F: 3 clusters Score -775656 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -776058.250000 Penalty: 4385.645020
	Iteration 2F: 3 clusters Score -776058.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -776380.750000 Penalty: 4385.645020
	Iteration 3F: 3 clusters Score -776380.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -776681.625000 Penalty: 4385.645020
	Iteration 4F: 3 clusters Score -776681.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -776915.187500 Penalty: 4385.645020
	Iteration 5Q: 3 clusters Score -776915.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -777129.687500 Penalty: 4385.645020
	Iteration 6Q: 3 clusters Score -777129.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -777336.875000 Penalty: 4385.645020
	Iteration 7Q: 3 clusters Score -777336.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -777515.125000 Penalty: 4385.645020
	Iteration 8Q: 3 clusters Score -777515.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -777655.875000 Penalty: 4385.645020
	Iteration 9Q: 3 clusters Score -777655.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -777777.625000 Penalty: 4385.645020
	Iteration 10Q: 3 clusters Score -777777.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -777895.500000 Penalty: 4385.645020
	Iteration 11Q: 3 clusters Score -777895.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -777993.937500 Penalty: 4385.645020
	Iteration 12Q: 3 clusters Score -777993.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -778067.062500 Penalty: 4385.645020
	Iteration 13Q: 3 clusters Score -778067.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -778130.250000 Penalty: 4385.645020
	Iteration 14Q: 3 clusters Score -778130.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -778168.187500 Penalty: 4385.645020
	Iteration 15Q: 3 clusters Score -778168.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -778190.312500 Penalty: 4385.645020
	Iteration 16Q: 3 clusters Score -778190.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -778212.000000 Penalty: 4385.645020
	Iteration 17Q: 3 clusters Score -778212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -778227.937500 Penalty: 4385.645020
	Iteration 18Q: 3 clusters Score -778227.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -778241.125000 Penalty: 4385.645020
	Iteration 19Q: 3 clusters Score -778241.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -778251.562500 Penalty: 4385.645020
	Iteration 20F: 3 clusters Score -778251.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -778267.937500 Penalty: 4385.645020
	Iteration 21Q: 3 clusters Score -778267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -778273.375000 Penalty: 4385.645020
	Iteration 22Q: 3 clusters Score -778273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -778277.125000 Penalty: 4385.645020
	Iteration 23Q: 3 clusters Score -778277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -778280.625000 Penalty: 4385.645020
	Iteration 24Q: 3 clusters Score -778280.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -778284.000000 Penalty: 4385.645020
	Iteration 25Q: 3 clusters Score -778284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -778286.562500 Penalty: 4385.645020
	Iteration 26Q: 3 clusters Score -778286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -778289.687500 Penalty: 4385.645020
	Iteration 27Q: 3 clusters Score -778289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -778290.375000 Penalty: 4385.645020
	Iteration 28Q: 3 clusters Score -778290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -778294.500000 Penalty: 4385.645020
	Iteration 29Q: 3 clusters Score -778294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -778296.250000 Penalty: 4385.645020
	Iteration 30Q: 3 clusters Score -778296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -778297.750000 Penalty: 4385.645020
	Iteration 31Q: 3 clusters Score -778297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -778299.375000 Penalty: 4385.645020
	Iteration 32Q: 3 clusters Score -778299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -778299.687500 Penalty: 4385.645020
	Iteration 33Q: 3 clusters Score -778299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -778301.000000 Penalty: 4385.645020
	Iteration 34Q: 3 clusters Score -778301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -778302.562500 Penalty: 4385.645020
	Iteration 35Q: 3 clusters Score -778302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -778305.312500 Penalty: 4385.645020
	Iteration 36Q: 3 clusters Score -778305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -778304.312500 Penalty: 4385.645020
	Iteration 37Q: 3 clusters Score -778304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -778305.812500 Penalty: 4385.645020
	Iteration 38Q: 3 clusters Score -778305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -778308.750000 Penalty: 4385.645020
	Iteration 39Q: 3 clusters Score -778308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -778310.250000 Penalty: 4385.645020
	Iteration 40F: 3 clusters Score -778310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -778310.250000 Penalty: 4385.645020
	Iteration 41Q: 3 clusters Score -778310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -778311.625000 Penalty: 4385.645020
	Iteration 42Q: 3 clusters Score -778311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -778310.937500 Penalty: 4385.645020
	Iteration 43Q: 3 clusters Score -778310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -778313.000000 Penalty: 4385.645020
	Iteration 44Q: 3 clusters Score -778313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -778314.750000 Penalty: 4385.645020
	Iteration 45Q: 3 clusters Score -778314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -778314.750000 Penalty: 4385.645020
	Iteration 46Q: 3 clusters Score -778314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -778314.500000 Penalty: 4385.645020
	Iteration 47Q: 3 clusters Score -778314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -778314.937500 Penalty: 4385.645020
	Iteration 48Q: 3 clusters Score -778314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -778315.000000 Penalty: 4385.645020
	Iteration 49Q: 3 clusters Score -778315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -778315.000000 Penalty: 4385.645020
	Iteration 50F: 3 clusters Score -778315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -488602.468750 Penalty: 2077.612793
	Iteration 0F: 2 clusters Score -488602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -484500.031250 Penalty: 4155.225586
	Iteration 0F: 3 clusters Score -484500 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -485577.218750 Penalty: 4155.225586
	Iteration 1F: 3 clusters Score -485577.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -485941.031250 Penalty: 4155.225586
	Iteration 2F: 3 clusters Score -485941 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -486260.500000 Penalty: 4155.225586
	Iteration 3F: 3 clusters Score -486260.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -486572.375000 Penalty: 4155.225586
	Iteration 4F: 3 clusters Score -486572.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -486851.437500 Penalty: 4155.225586
	Iteration 5F: 3 clusters Score -486851.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -487019.093750 Penalty: 4155.225586
	Iteration 6Q: 3 clusters Score -487019.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -487135.812500 Penalty: 4155.225586
	Iteration 7Q: 3 clusters Score -487135.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -487185.531250 Penalty: 4155.225586
	Iteration 8Q: 3 clusters Score -487185.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -487212.312500 Penalty: 4155.225586
	Iteration 9Q: 3 clusters Score -487212.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -487233.562500 Penalty: 4155.225586
	Iteration 10Q: 3 clusters Score -487233.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -487249.531250 Penalty: 4155.225586
	Iteration 11Q: 3 clusters Score -487249.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -487261.312500 Penalty: 4155.225586
	Iteration 12Q: 3 clusters Score -487261.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487266.937500 Penalty: 4155.225586
	Iteration 13Q: 3 clusters Score -487266.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487273.250000 Penalty: 4155.225586
	Iteration 14Q: 3 clusters Score -487273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -487275.937500 Penalty: 4155.225586
	Iteration 15Q: 3 clusters Score -487275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487275.812500 Penalty: 4155.225586
	Iteration 16Q: 3 clusters Score -487275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487277.218750 Penalty: 4155.225586
	Iteration 17Q: 3 clusters Score -487277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -487277.781250 Penalty: 4155.225586
	Iteration 18Q: 3 clusters Score -487277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -487277.718750 Penalty: 4155.225586
	Iteration 19Q: 3 clusters Score -487277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -487279.125000 Penalty: 4155.225586
	Iteration 20F: 3 clusters Score -487279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487278.812500 Penalty: 4155.225586
	Iteration 21Q: 3 clusters Score -487278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487278.812500 Penalty: 4155.225586
	Iteration 22F: 3 clusters Score -487278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -1318734.875000 Penalty: 2313.197998
	Iteration 0F: 2 clusters Score -1318735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1310292.750000 Penalty: 4626.395996
	Iteration 0F: 3 clusters Score -1310293 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1312857.125000 Penalty: 4626.395996
	Iteration 1F: 3 clusters Score -1312857 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1313221.375000 Penalty: 4626.395996
	Iteration 2F: 3 clusters Score -1313221 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1313539.125000 Penalty: 4626.395996
	Iteration 3F: 3 clusters Score -1313539 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1313845.625000 Penalty: 4626.395996
	Iteration 4Q: 3 clusters Score -1313846 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1314125.375000 Penalty: 4626.395996
	Iteration 5Q: 3 clusters Score -1314125 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1314321.500000 Penalty: 4626.395996
	Iteration 6Q: 3 clusters Score -1314322 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1314465.500000 Penalty: 4626.395996
	Iteration 7Q: 3 clusters Score -1314466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1314568.000000 Penalty: 4626.395996
	Iteration 8Q: 3 clusters Score -1314568 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1314657.625000 Penalty: 4626.395996
	Iteration 9Q: 3 clusters Score -1314658 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1314739.625000 Penalty: 4626.395996
	Iteration 10Q: 3 clusters Score -1314740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1314802.625000 Penalty: 4626.395996
	Iteration 11Q: 3 clusters Score -1314803 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1314855.625000 Penalty: 4626.395996
	Iteration 12Q: 3 clusters Score -1314856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1314901.875000 Penalty: 4626.395996
	Iteration 13Q: 3 clusters Score -1314902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1314943.125000 Penalty: 4626.395996
	Iteration 14Q: 3 clusters Score -1314943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1314993.875000 Penalty: 4626.395996
	Iteration 15Q: 3 clusters Score -1314994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1315036.625000 Penalty: 4626.395996
	Iteration 16Q: 3 clusters Score -1315037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1315081.000000 Penalty: 4626.395996
	Iteration 17Q: 3 clusters Score -1315081 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1315131.750000 Penalty: 4626.395996
	Iteration 18Q: 3 clusters Score -1315132 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1315170.500000 Penalty: 4626.395996
	Iteration 19Q: 3 clusters Score -1315170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1315207.875000 Penalty: 4626.395996
	Iteration 20F: 3 clusters Score -1315208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1315244.500000 Penalty: 4626.395996
	Iteration 21Q: 3 clusters Score -1315244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1315295.250000 Penalty: 4626.395996
	Iteration 22Q: 3 clusters Score -1315295 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1315349.250000 Penalty: 4626.395996
	Iteration 23Q: 3 clusters Score -1315349 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1315408.625000 Penalty: 4626.395996
	Iteration 24Q: 3 clusters Score -1315409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1315477.375000 Penalty: 4626.395996
	Iteration 25Q: 3 clusters Score -1315477 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1315554.000000 Penalty: 4626.395996
	Iteration 26Q: 3 clusters Score -1315554 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1315645.625000 Penalty: 4626.395996
	Iteration 27Q: 3 clusters Score -1315646 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1315729.750000 Penalty: 4626.395996
	Iteration 28Q: 3 clusters Score -1315730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1315796.875000 Penalty: 4626.395996
	Iteration 29Q: 3 clusters Score -1315797 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1315875.000000 Penalty: 4626.395996
	Iteration 30Q: 3 clusters Score -1315875 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1315957.125000 Penalty: 4626.395996
	Iteration 31Q: 3 clusters Score -1315957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1316038.875000 Penalty: 4626.395996
	Iteration 32Q: 3 clusters Score -1316039 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1316150.375000 Penalty: 4626.395996
	Iteration 33Q: 3 clusters Score -1316150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1316233.750000 Penalty: 4626.395996
	Iteration 34Q: 3 clusters Score -1316234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1316321.875000 Penalty: 4626.395996
	Iteration 35Q: 3 clusters Score -1316322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1316387.875000 Penalty: 4626.395996
	Iteration 36Q: 3 clusters Score -1316388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1316444.875000 Penalty: 4626.395996
	Iteration 37Q: 3 clusters Score -1316445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1316487.750000 Penalty: 4626.395996
	Iteration 38Q: 3 clusters Score -1316488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1316526.000000 Penalty: 4626.395996
	Iteration 39Q: 3 clusters Score -1316526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1316558.500000 Penalty: 4626.395996
	Iteration 40F: 3 clusters Score -1316558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1316580.875000 Penalty: 4626.395996
	Iteration 41Q: 3 clusters Score -1316581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1316603.000000 Penalty: 4626.395996
	Iteration 42Q: 3 clusters Score -1316603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1316620.000000 Penalty: 4626.395996
	Iteration 43Q: 3 clusters Score -1316620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1316634.875000 Penalty: 4626.395996
	Iteration 44Q: 3 clusters Score -1316635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1316641.625000 Penalty: 4626.395996
	Iteration 45Q: 3 clusters Score -1316642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1316649.250000 Penalty: 4626.395996
	Iteration 46Q: 3 clusters Score -1316649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1316660.000000 Penalty: 4626.395996
	Iteration 47Q: 3 clusters Score -1316660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1316667.000000 Penalty: 4626.395996
	Iteration 48Q: 3 clusters Score -1316667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1316676.375000 Penalty: 4626.395996
	Iteration 49Q: 3 clusters Score -1316676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1316689.125000 Penalty: 4626.395996
	Iteration 50Q: 3 clusters Score -1316689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1316694.250000 Penalty: 4626.395996
	Iteration 51Q: 3 clusters Score -1316694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1316698.125000 Penalty: 4626.395996
	Iteration 52Q: 3 clusters Score -1316698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1316706.875000 Penalty: 4626.395996
	Iteration 53Q: 3 clusters Score -1316707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1316711.500000 Penalty: 4626.395996
	Iteration 54Q: 3 clusters Score -1316712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1316713.125000 Penalty: 4626.395996
	Iteration 55Q: 3 clusters Score -1316713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1316715.000000 Penalty: 4626.395996
	Iteration 56Q: 3 clusters Score -1316715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1316716.500000 Penalty: 4626.395996
	Iteration 57Q: 3 clusters Score -1316716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1316721.125000 Penalty: 4626.395996
	Iteration 58Q: 3 clusters Score -1316721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1316723.750000 Penalty: 4626.395996
	Iteration 59Q: 3 clusters Score -1316724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1316727.000000 Penalty: 4626.395996
	Iteration 60F: 3 clusters Score -1316727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1316729.625000 Penalty: 4626.395996
	Iteration 61Q: 3 clusters Score -1316730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1316731.375000 Penalty: 4626.395996
	Iteration 62Q: 3 clusters Score -1316731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1316731.000000 Penalty: 4626.395996
	Iteration 63Q: 3 clusters Score -1316731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1316731.875000 Penalty: 4626.395996
	Iteration 64Q: 3 clusters Score -1316732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1316733.875000 Penalty: 4626.395996
	Iteration 65Q: 3 clusters Score -1316734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1316735.625000 Penalty: 4626.395996
	Iteration 66Q: 3 clusters Score -1316736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1316734.750000 Penalty: 4626.395996
	Iteration 67Q: 3 clusters Score -1316735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1316737.625000 Penalty: 4626.395996
	Iteration 68Q: 3 clusters Score -1316738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1316737.125000 Penalty: 4626.395996
	Iteration 69Q: 3 clusters Score -1316737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1316737.125000 Penalty: 4626.395996
	Iteration 70F: 3 clusters Score -1316737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -757490.000000 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -757490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -752045.937500 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -752045.9 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -753480.562500 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -753480.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -753741.750000 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -753741.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -753949.875000 Penalty: 4354.965332
	Iteration 3F: 3 clusters Score -753949.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -754206.375000 Penalty: 4354.965332
	Iteration 4F: 3 clusters Score -754206.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -754435.437500 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -754435.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -754639.312500 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -754639.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -754841.125000 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -754841.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -755034.062500 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -755034.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -755211.375000 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -755211.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -755367.000000 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -755367 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -755475.625000 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -755475.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -755574.062500 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -755574.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -755665.187500 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -755665.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -755751.375000 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -755751.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -755814.250000 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -755814.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -755863.062500 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -755863.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -755890.625000 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -755890.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -755909.812500 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -755909.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -755923.000000 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -755923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -755930.750000 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -755930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -755934.750000 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -755934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -755939.937500 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -755939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -755942.187500 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -755942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -755945.500000 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -755945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -755951.312500 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -755951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -755953.562500 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -755953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -755953.375000 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -755953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -755954.000000 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -755954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -755954.125000 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -755954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -755953.937500 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -755953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -755954.875000 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -755954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -755954.875000 Penalty: 4354.965332
	Iteration 32F: 3 clusters Score -755954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -264030.156250 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -264030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261031.156250 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -261031.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -261804.578125 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -261804.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262050.578125 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -262050.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -262248.437500 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -262248.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -262397.937500 Penalty: 3907.940918
	Iteration 4F: 3 clusters Score -262397.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -262516.968750 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -262517 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262627.281250 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -262627.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262712.593750 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -262712.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -262783.156250 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -262783.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -262826.156250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -262826.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262862.625000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -262862.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -262889.750000 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -262889.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262910.718750 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -262910.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262925.687500 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -262925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262935.062500 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -262935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262942.593750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -262942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -262952.281250 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -262952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262956.968750 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -262957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -262961.875000 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -262961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -262966.343750 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -262966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262972.406250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -262972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -262976.531250 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -262976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -262978.968750 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -262979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -262981.812500 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -262981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262984.281250 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -262984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -262985.687500 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -262985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262986.781250 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -262986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262987.000000 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -262987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262988.406250 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -262988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262989.531250 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -262989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -262991.156250 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -262991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262992.281250 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -262992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262992.375000 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -262992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -262992.968750 Penalty: 3907.940918
	Iteration 33Q: 3 clusters Score -262993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -262992.968750 Penalty: 3907.940918
	Iteration 34F: 3 clusters Score -262993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -381636.625000 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -381636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -378183.312500 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -378183.3 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -378965.000000 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -378965 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -379186.312500 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -379186.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -379329.687500 Penalty: 4022.324707
	Iteration 3F: 3 clusters Score -379329.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -379440.156250 Penalty: 4022.324707
	Iteration 4Q: 3 clusters Score -379440.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -379565.531250 Penalty: 4022.324707
	Iteration 5Q: 3 clusters Score -379565.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -379694.125000 Penalty: 4022.324707
	Iteration 6Q: 3 clusters Score -379694.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379834.031250 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -379834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380105.593750 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -380105.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -380426.968750 Penalty: 4022.324707
	Iteration 9F: 3 clusters Score -380427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380682.906250 Penalty: 4022.324707
	Iteration 10F: 3 clusters Score -380682.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -380905.875000 Penalty: 4022.324707
	Iteration 11F: 3 clusters Score -380905.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -381096.156250 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -381096.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -381228.500000 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -381228.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -381301.281250 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -381301.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -381358.687500 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -381358.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -381395.000000 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -381395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -381412.687500 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -381412.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -381431.500000 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -381431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -381444.687500 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -381444.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -381450.250000 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -381450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -381454.656250 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -381454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -381457.437500 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -381457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -381458.937500 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -381458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -381458.937500 Penalty: 4022.324707
	Iteration 24F: 3 clusters Score -381458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -863937.187500 Penalty: 2217.146240
	Iteration 0F: 2 clusters Score -863937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -857713.187500 Penalty: 4434.292480
	Iteration 0F: 3 clusters Score -857713.2 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -859462.312500 Penalty: 4434.292480
	Iteration 1F: 3 clusters Score -859462.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -859765.187500 Penalty: 4434.292480
	Iteration 2F: 3 clusters Score -859765.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -859978.000000 Penalty: 4434.292480
	Iteration 3F: 3 clusters Score -859978 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -860188.687500 Penalty: 4434.292480
	Iteration 4Q: 3 clusters Score -860188.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -860382.937500 Penalty: 4434.292480
	Iteration 5Q: 3 clusters Score -860382.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -860566.500000 Penalty: 4434.292480
	Iteration 6Q: 3 clusters Score -860566.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -860718.187500 Penalty: 4434.292480
	Iteration 7Q: 3 clusters Score -860718.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -860847.500000 Penalty: 4434.292480
	Iteration 8Q: 3 clusters Score -860847.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -860947.312500 Penalty: 4434.292480
	Iteration 9Q: 3 clusters Score -860947.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -861033.000000 Penalty: 4434.292480
	Iteration 10Q: 3 clusters Score -861033 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -861103.062500 Penalty: 4434.292480
	Iteration 11Q: 3 clusters Score -861103.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -861166.125000 Penalty: 4434.292480
	Iteration 12Q: 3 clusters Score -861166.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -861211.625000 Penalty: 4434.292480
	Iteration 13Q: 3 clusters Score -861211.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -861258.500000 Penalty: 4434.292480
	Iteration 14Q: 3 clusters Score -861258.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -861303.187500 Penalty: 4434.292480
	Iteration 15Q: 3 clusters Score -861303.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -861327.375000 Penalty: 4434.292480
	Iteration 16Q: 3 clusters Score -861327.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -861352.062500 Penalty: 4434.292480
	Iteration 17Q: 3 clusters Score -861352.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -861377.000000 Penalty: 4434.292480
	Iteration 18Q: 3 clusters Score -861377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -861396.500000 Penalty: 4434.292480
	Iteration 19Q: 3 clusters Score -861396.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -861407.500000 Penalty: 4434.292480
	Iteration 20F: 3 clusters Score -861407.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -861424.625000 Penalty: 4434.292480
	Iteration 21Q: 3 clusters Score -861424.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -861438.062500 Penalty: 4434.292480
	Iteration 22Q: 3 clusters Score -861438.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -861457.000000 Penalty: 4434.292480
	Iteration 23Q: 3 clusters Score -861457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -861477.562500 Penalty: 4434.292480
	Iteration 24Q: 3 clusters Score -861477.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -861491.812500 Penalty: 4434.292480
	Iteration 25Q: 3 clusters Score -861491.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -861503.937500 Penalty: 4434.292480
	Iteration 26Q: 3 clusters Score -861503.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -861516.187500 Penalty: 4434.292480
	Iteration 27Q: 3 clusters Score -861516.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -861523.562500 Penalty: 4434.292480
	Iteration 28Q: 3 clusters Score -861523.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -861534.437500 Penalty: 4434.292480
	Iteration 29Q: 3 clusters Score -861534.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -861547.250000 Penalty: 4434.292480
	Iteration 30Q: 3 clusters Score -861547.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -861562.125000 Penalty: 4434.292480
	Iteration 31Q: 3 clusters Score -861562.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -861571.687500 Penalty: 4434.292480
	Iteration 32Q: 3 clusters Score -861571.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -861591.437500 Penalty: 4434.292480
	Iteration 33Q: 3 clusters Score -861591.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -861607.812500 Penalty: 4434.292480
	Iteration 34Q: 3 clusters Score -861607.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -861628.375000 Penalty: 4434.292480
	Iteration 35Q: 3 clusters Score -861628.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -861644.875000 Penalty: 4434.292480
	Iteration 36Q: 3 clusters Score -861644.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -861663.437500 Penalty: 4434.292480
	Iteration 37Q: 3 clusters Score -861663.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -861681.375000 Penalty: 4434.292480
	Iteration 38Q: 3 clusters Score -861681.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -861693.062500 Penalty: 4434.292480
	Iteration 39Q: 3 clusters Score -861693.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -861707.812500 Penalty: 4434.292480
	Iteration 40F: 3 clusters Score -861707.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -861717.875000 Penalty: 4434.292480
	Iteration 41Q: 3 clusters Score -861717.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -861723.812500 Penalty: 4434.292480
	Iteration 42Q: 3 clusters Score -861723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -861726.562500 Penalty: 4434.292480
	Iteration 43Q: 3 clusters Score -861726.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -861731.125000 Penalty: 4434.292480
	Iteration 44Q: 3 clusters Score -861731.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -861738.562500 Penalty: 4434.292480
	Iteration 45Q: 3 clusters Score -861738.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -861746.000000 Penalty: 4434.292480
	Iteration 46Q: 3 clusters Score -861746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -861753.875000 Penalty: 4434.292480
	Iteration 47Q: 3 clusters Score -861753.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -861762.375000 Penalty: 4434.292480
	Iteration 48Q: 3 clusters Score -861762.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -861776.562500 Penalty: 4434.292480
	Iteration 49Q: 3 clusters Score -861776.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -861785.187500 Penalty: 4434.292480
	Iteration 50Q: 3 clusters Score -861785.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -861799.625000 Penalty: 4434.292480
	Iteration 51Q: 3 clusters Score -861799.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -861809.187500 Penalty: 4434.292480
	Iteration 52Q: 3 clusters Score -861809.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -861817.375000 Penalty: 4434.292480
	Iteration 53Q: 3 clusters Score -861817.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -861826.375000 Penalty: 4434.292480
	Iteration 54Q: 3 clusters Score -861826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -861833.625000 Penalty: 4434.292480
	Iteration 55Q: 3 clusters Score -861833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -861846.875000 Penalty: 4434.292480
	Iteration 56Q: 3 clusters Score -861846.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -861861.000000 Penalty: 4434.292480
	Iteration 57Q: 3 clusters Score -861861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -861870.312500 Penalty: 4434.292480
	Iteration 58Q: 3 clusters Score -861870.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -861881.437500 Penalty: 4434.292480
	Iteration 59Q: 3 clusters Score -861881.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -861893.125000 Penalty: 4434.292480
	Iteration 60F: 3 clusters Score -861893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -861903.562500 Penalty: 4434.292480
	Iteration 61Q: 3 clusters Score -861903.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -861914.687500 Penalty: 4434.292480
	Iteration 62Q: 3 clusters Score -861914.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -861920.125000 Penalty: 4434.292480
	Iteration 63Q: 3 clusters Score -861920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -861924.062500 Penalty: 4434.292480
	Iteration 64Q: 3 clusters Score -861924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -861927.625000 Penalty: 4434.292480
	Iteration 65Q: 3 clusters Score -861927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -861936.500000 Penalty: 4434.292480
	Iteration 66Q: 3 clusters Score -861936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -861944.125000 Penalty: 4434.292480
	Iteration 67Q: 3 clusters Score -861944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -861948.000000 Penalty: 4434.292480
	Iteration 68Q: 3 clusters Score -861948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -861951.750000 Penalty: 4434.292480
	Iteration 69Q: 3 clusters Score -861951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -861955.812500 Penalty: 4434.292480
	Iteration 70Q: 3 clusters Score -861955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -861960.750000 Penalty: 4434.292480
	Iteration 71Q: 3 clusters Score -861960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -861966.312500 Penalty: 4434.292480
	Iteration 72Q: 3 clusters Score -861966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -861969.062500 Penalty: 4434.292480
	Iteration 73Q: 3 clusters Score -861969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -861972.312500 Penalty: 4434.292480
	Iteration 74Q: 3 clusters Score -861972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -861977.250000 Penalty: 4434.292480
	Iteration 75Q: 3 clusters Score -861977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -861979.125000 Penalty: 4434.292480
	Iteration 76Q: 3 clusters Score -861979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -861980.937500 Penalty: 4434.292480
	Iteration 77Q: 3 clusters Score -861980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -861982.562500 Penalty: 4434.292480
	Iteration 78Q: 3 clusters Score -861982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -861988.437500 Penalty: 4434.292480
	Iteration 79Q: 3 clusters Score -861988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -861988.125000 Penalty: 4434.292480
	Iteration 80F: 3 clusters Score -861988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -861988.750000 Penalty: 4434.292480
	Iteration 81Q: 3 clusters Score -861988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -861988.750000 Penalty: 4434.292480
	Iteration 82F: 3 clusters Score -861988.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -419286.031250 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -419286 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 1931 members 
Entering Unmasked Estep 
Score: -415598.156250 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -415598.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -416632.187500 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -416632.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -417014.968750 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -417015 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417378.125000 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -417378.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -417769.687500 Penalty: 4078.253418
	Iteration 4F: 3 clusters Score -417769.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -418161.156250 Penalty: 4078.253418
	Iteration 5F: 3 clusters Score -418161.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -418482.718750 Penalty: 4078.253418
	Iteration 6F: 3 clusters Score -418482.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -418669.500000 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -418669.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -418780.656250 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -418780.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -418831.093750 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -418831.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -418866.312500 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -418866.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -418902.093750 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -418902.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -418929.468750 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -418929.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -418951.937500 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -418951.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418959.781250 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -418959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -418968.406250 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -418968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418971.437500 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -418971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418973.062500 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -418973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -418974.468750 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -418974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -418975.750000 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -418975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -418975.812500 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -418975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -418977.000000 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -418977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -418976.750000 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -418976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -418976.750000 Penalty: 4078.253418
	Iteration 23F: 3 clusters Score -418976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Entering Unmasked Estep 
Score: -1345758.500000 Penalty: 2320.822998
	Iteration 0F: 2 clusters Score -1345758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1337132.125000 Penalty: 4641.645996
	Iteration 0F: 3 clusters Score -1337132 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1339870.625000 Penalty: 4641.645996
	Iteration 1F: 3 clusters Score -1339871 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1340438.750000 Penalty: 4641.645996
	Iteration 2F: 3 clusters Score -1340439 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1341111.000000 Penalty: 4641.645996
	Iteration 3F: 3 clusters Score -1341111 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1341765.000000 Penalty: 4641.645996
	Iteration 4F: 3 clusters Score -1341765 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1342408.500000 Penalty: 4641.645996
	Iteration 5F: 3 clusters Score -1342408 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1343175.375000 Penalty: 4641.645996
	Iteration 6F: 3 clusters Score -1343175 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1343989.875000 Penalty: 4641.645996
	Iteration 7F: 3 clusters Score -1343990 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1344639.000000 Penalty: 4641.645996
	Iteration 8F: 3 clusters Score -1344639 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1345028.375000 Penalty: 4641.645996
	Iteration 9Q: 3 clusters Score -1345028 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1345238.500000 Penalty: 4641.645996
	Iteration 10Q: 3 clusters Score -1345238 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1345332.625000 Penalty: 4641.645996
	Iteration 11Q: 3 clusters Score -1345333 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1345374.500000 Penalty: 4641.645996
	Iteration 12Q: 3 clusters Score -1345374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1345395.000000 Penalty: 4641.645996
	Iteration 13Q: 3 clusters Score -1345395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1345406.375000 Penalty: 4641.645996
	Iteration 14Q: 3 clusters Score -1345406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1345420.625000 Penalty: 4641.645996
	Iteration 15Q: 3 clusters Score -1345421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1345420.125000 Penalty: 4641.645996
	Iteration 16Q: 3 clusters Score -1345420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1345423.375000 Penalty: 4641.645996
	Iteration 17Q: 3 clusters Score -1345423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1345424.125000 Penalty: 4641.645996
	Iteration 18Q: 3 clusters Score -1345424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1345430.875000 Penalty: 4641.645996
	Iteration 19Q: 3 clusters Score -1345431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1345430.125000 Penalty: 4641.645996
	Iteration 20F: 3 clusters Score -1345430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1345430.250000 Penalty: 4641.645996
	Iteration 21Q: 3 clusters Score -1345430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1345427.500000 Penalty: 4641.645996
	Iteration 22Q: 3 clusters Score -1345428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1345429.875000 Penalty: 4641.645996
	Iteration 23Q: 3 clusters Score -1345430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1345428.125000 Penalty: 4641.645996
	Iteration 24Q: 3 clusters Score -1345428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1345427.750000 Penalty: 4641.645996
	Iteration 25Q: 3 clusters Score -1345428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1345427.750000 Penalty: 4641.645996
	Iteration 26F: 3 clusters Score -1345428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Entering Unmasked Estep 
Score: -7862515.000000 Penalty: 2751.845459
	Iteration 0F: 2 clusters Score -7862515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -7818338.000000 Penalty: 5503.690918
	Iteration 0F: 3 clusters Score -7818338 nChanged 30650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -7835449.000000 Penalty: 5503.690918
	Iteration 1F: 3 clusters Score -7835449 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -7836209.500000 Penalty: 5503.690918
	Iteration 2Q: 3 clusters Score -7836210 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -7837118.500000 Penalty: 5503.690918
	Iteration 3Q: 3 clusters Score -7837118 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7838475.500000 Penalty: 5503.690918
	Iteration 4Q: 3 clusters Score -7838476 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -7840218.500000 Penalty: 5503.690918
	Iteration 5F: 3 clusters Score -7840218 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -7842805.500000 Penalty: 5503.690918
	Iteration 6F: 3 clusters Score -7842806 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -7845804.500000 Penalty: 5503.690918
	Iteration 7F: 3 clusters Score -7845804 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -7849106.000000 Penalty: 5503.690918
	Iteration 8F: 3 clusters Score -7849106 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -7852123.000000 Penalty: 5503.690918
	Iteration 9F: 3 clusters Score -7852123 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -7854706.000000 Penalty: 5503.690918
	Iteration 10Q: 3 clusters Score -7854706 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7856652.500000 Penalty: 5503.690918
	Iteration 11Q: 3 clusters Score -7856652 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7858058.500000 Penalty: 5503.690918
	Iteration 12Q: 3 clusters Score -7858058 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7858927.000000 Penalty: 5503.690918
	Iteration 13Q: 3 clusters Score -7858927 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7859426.500000 Penalty: 5503.690918
	Iteration 14Q: 3 clusters Score -7859426 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7859648.500000 Penalty: 5503.690918
	Iteration 15Q: 3 clusters Score -7859648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7859834.000000 Penalty: 5503.690918
	Iteration 16Q: 3 clusters Score -7859834 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7859959.500000 Penalty: 5503.690918
	Iteration 17Q: 3 clusters Score -7859960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7860066.500000 Penalty: 5503.690918
	Iteration 18Q: 3 clusters Score -7860066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7860150.000000 Penalty: 5503.690918
	Iteration 19Q: 3 clusters Score -7860150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7860204.000000 Penalty: 5503.690918
	Iteration 20F: 3 clusters Score -7860204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7860220.500000 Penalty: 5503.690918
	Iteration 21Q: 3 clusters Score -7860220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7860246.000000 Penalty: 5503.690918
	Iteration 22Q: 3 clusters Score -7860246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7860284.000000 Penalty: 5503.690918
	Iteration 23Q: 3 clusters Score -7860284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7860297.000000 Penalty: 5503.690918
	Iteration 24Q: 3 clusters Score -7860297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7860316.500000 Penalty: 5503.690918
	Iteration 25Q: 3 clusters Score -7860316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7860325.500000 Penalty: 5503.690918
	Iteration 26Q: 3 clusters Score -7860326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7860327.000000 Penalty: 5503.690918
	Iteration 27Q: 3 clusters Score -7860327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7860339.500000 Penalty: 5503.690918
	Iteration 28Q: 3 clusters Score -7860340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7860336.000000 Penalty: 5503.690918
	Iteration 29Q: 3 clusters Score -7860336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7860330.500000 Penalty: 5503.690918
	Iteration 30Q: 3 clusters Score -7860330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7860332.000000 Penalty: 5503.690918
	Iteration 31Q: 3 clusters Score -7860332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7860332.500000 Penalty: 5503.690918
	Iteration 32Q: 3 clusters Score -7860332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7860336.000000 Penalty: 5503.690918
	Iteration 33Q: 3 clusters Score -7860336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7860340.500000 Penalty: 5503.690918
	Iteration 34Q: 3 clusters Score -7860340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7860338.000000 Penalty: 5503.690918
	Iteration 35Q: 3 clusters Score -7860338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7860338.000000 Penalty: 5503.690918
	Iteration 36F: 3 clusters Score -7860338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -247722.109375 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -247722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -244993.921875 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -244993.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245513.484375 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -245513.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245652.593750 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -245652.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245741.531250 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -245741.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245787.312500 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -245787.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245823.875000 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -245823.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245843.109375 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -245843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245852.296875 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -245852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -245856.265625 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -245856.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245859.703125 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -245859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245861.968750 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -245862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -245863.703125 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -245863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -245865.015625 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -245865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245866.359375 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -245866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -245868.687500 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -245868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -245872.953125 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -245873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245874.515625 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -245874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -245875.484375 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -245875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -245876.250000 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -245876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -245876.250000 Penalty: 3806.379883
	Iteration 19F: 3 clusters Score -245876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Entering Unmasked Estep 
Score: -1704182.750000 Penalty: 2372.294678
	Iteration 0F: 2 clusters Score -1704183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1693815.875000 Penalty: 4744.589355
	Iteration 0F: 3 clusters Score -1693816 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1697066.500000 Penalty: 4744.589355
	Iteration 1F: 3 clusters Score -1697066 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1697450.125000 Penalty: 4744.589355
	Iteration 2F: 3 clusters Score -1697450 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1697789.250000 Penalty: 4744.589355
	Iteration 3F: 3 clusters Score -1697789 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1698106.375000 Penalty: 4744.589355
	Iteration 4F: 3 clusters Score -1698106 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1698405.500000 Penalty: 4744.589355
	Iteration 5Q: 3 clusters Score -1698406 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1698715.750000 Penalty: 4744.589355
	Iteration 6Q: 3 clusters Score -1698716 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1699054.750000 Penalty: 4744.589355
	Iteration 7Q: 3 clusters Score -1699055 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1699443.000000 Penalty: 4744.589355
	Iteration 8Q: 3 clusters Score -1699443 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1699820.625000 Penalty: 4744.589355
	Iteration 9Q: 3 clusters Score -1699821 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1700224.375000 Penalty: 4744.589355
	Iteration 10Q: 3 clusters Score -1700224 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1700573.125000 Penalty: 4744.589355
	Iteration 11Q: 3 clusters Score -1700573 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1700873.250000 Penalty: 4744.589355
	Iteration 12Q: 3 clusters Score -1700873 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1701148.375000 Penalty: 4744.589355
	Iteration 13Q: 3 clusters Score -1701148 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1701387.625000 Penalty: 4744.589355
	Iteration 14Q: 3 clusters Score -1701388 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1701573.000000 Penalty: 4744.589355
	Iteration 15Q: 3 clusters Score -1701573 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1701738.625000 Penalty: 4744.589355
	Iteration 16Q: 3 clusters Score -1701739 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1701844.625000 Penalty: 4744.589355
	Iteration 17Q: 3 clusters Score -1701845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1701928.375000 Penalty: 4744.589355
	Iteration 18Q: 3 clusters Score -1701928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1701989.750000 Penalty: 4744.589355
	Iteration 19Q: 3 clusters Score -1701990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1702036.250000 Penalty: 4744.589355
	Iteration 20F: 3 clusters Score -1702036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1702073.500000 Penalty: 4744.589355
	Iteration 21Q: 3 clusters Score -1702074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1702097.875000 Penalty: 4744.589355
	Iteration 22Q: 3 clusters Score -1702098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1702124.125000 Penalty: 4744.589355
	Iteration 23Q: 3 clusters Score -1702124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1702137.625000 Penalty: 4744.589355
	Iteration 24Q: 3 clusters Score -1702138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1702152.500000 Penalty: 4744.589355
	Iteration 25Q: 3 clusters Score -1702152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1702158.000000 Penalty: 4744.589355
	Iteration 26Q: 3 clusters Score -1702158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1702159.375000 Penalty: 4744.589355
	Iteration 27Q: 3 clusters Score -1702159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1702158.375000 Penalty: 4744.589355
	Iteration 28Q: 3 clusters Score -1702158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1702159.875000 Penalty: 4744.589355
	Iteration 29Q: 3 clusters Score -1702160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1702159.500000 Penalty: 4744.589355
	Iteration 30Q: 3 clusters Score -1702160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1702169.000000 Penalty: 4744.589355
	Iteration 31Q: 3 clusters Score -1702169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1702173.500000 Penalty: 4744.589355
	Iteration 32Q: 3 clusters Score -1702174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1702176.250000 Penalty: 4744.589355
	Iteration 33Q: 3 clusters Score -1702176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1702177.750000 Penalty: 4744.589355
	Iteration 34Q: 3 clusters Score -1702178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1702179.750000 Penalty: 4744.589355
	Iteration 35Q: 3 clusters Score -1702180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1702181.375000 Penalty: 4744.589355
	Iteration 36Q: 3 clusters Score -1702181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1702187.250000 Penalty: 4744.589355
	Iteration 37Q: 3 clusters Score -1702187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1702190.125000 Penalty: 4744.589355
	Iteration 38Q: 3 clusters Score -1702190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1702192.500000 Penalty: 4744.589355
	Iteration 39Q: 3 clusters Score -1702192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1702193.375000 Penalty: 4744.589355
	Iteration 40F: 3 clusters Score -1702193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1702195.125000 Penalty: 4744.589355
	Iteration 41Q: 3 clusters Score -1702195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1702198.625000 Penalty: 4744.589355
	Iteration 42Q: 3 clusters Score -1702199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1702198.625000 Penalty: 4744.589355
	Iteration 43F: 3 clusters Score -1702199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Entering Unmasked Estep 
Score: -8512085.000000 Penalty: 2770.812256
	Iteration 0F: 2 clusters Score -8512085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8464286.000000 Penalty: 5541.624512
	Iteration 0F: 3 clusters Score -8464286 nChanged 33314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8483055.000000 Penalty: 5541.624512
	Iteration 1F: 3 clusters Score -8483055 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -8483835.000000 Penalty: 5541.624512
	Iteration 2Q: 3 clusters Score -8483835 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8484810.000000 Penalty: 5541.624512
	Iteration 3Q: 3 clusters Score -8484810 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -8486144.000000 Penalty: 5541.624512
	Iteration 4Q: 3 clusters Score -8486144 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -8488327.000000 Penalty: 5541.624512
	Iteration 5F: 3 clusters Score -8488327 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8491766.000000 Penalty: 5541.624512
	Iteration 6F: 3 clusters Score -8491766 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -8496929.000000 Penalty: 5541.624512
	Iteration 7F: 3 clusters Score -8496929 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8502637.000000 Penalty: 5541.624512
	Iteration 8F: 3 clusters Score -8502637 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8506697.000000 Penalty: 5541.624512
	Iteration 9F: 3 clusters Score -8506697 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8508603.000000 Penalty: 5541.624512
	Iteration 10Q: 3 clusters Score -8508603 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8509251.000000 Penalty: 5541.624512
	Iteration 11Q: 3 clusters Score -8509251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8509435.000000 Penalty: 5541.624512
	Iteration 12Q: 3 clusters Score -8509435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8509529.000000 Penalty: 5541.624512
	Iteration 13Q: 3 clusters Score -8509529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8509586.000000 Penalty: 5541.624512
	Iteration 14Q: 3 clusters Score -8509586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8509630.000000 Penalty: 5541.624512
	Iteration 15Q: 3 clusters Score -8509630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8509636.000000 Penalty: 5541.624512
	Iteration 16Q: 3 clusters Score -8509636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8509647.000000 Penalty: 5541.624512
	Iteration 17Q: 3 clusters Score -8509647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8509661.000000 Penalty: 5541.624512
	Iteration 18Q: 3 clusters Score -8509661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8509669.000000 Penalty: 5541.624512
	Iteration 19Q: 3 clusters Score -8509669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8509676.000000 Penalty: 5541.624512
	Iteration 20F: 3 clusters Score -8509676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -222243.515625 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -222243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219606.093750 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -219606.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220134.500000 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -220134.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220267.812500 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -220267.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220346.781250 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -220346.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220404.703125 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -220404.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -220451.968750 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -220452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -220487.359375 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -220487.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220511.296875 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -220511.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220528.906250 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -220528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -220545.625000 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -220545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220557.875000 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -220557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -220570.046875 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -220570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -220581.390625 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -220581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -220592.140625 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -220592.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -220604.562500 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -220604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220622.031250 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -220622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -220637.515625 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -220637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -220648.015625 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -220648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -220653.656250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -220653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -220656.000000 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -220656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -220658.687500 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -220658.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -220661.828125 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -220661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -220665.171875 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -220665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220672.546875 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -220672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -220683.750000 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -220683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -220687.781250 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -220687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -220688.468750 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -220688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220691.140625 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -220691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220694.625000 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -220694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -220697.390625 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -220697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -220698.562500 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -220698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -220700.171875 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -220700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -220701.296875 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -220701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -220702.015625 Penalty: 3777.187988
	Iteration 33Q: 3 clusters Score -220702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220702.531250 Penalty: 3777.187988
	Iteration 34Q: 3 clusters Score -220702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220702.531250 Penalty: 3777.187988
	Iteration 35F: 3 clusters Score -220702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -877134.750000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -877134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -870937.250000 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -870937.2 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -872705.875000 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -872705.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -873003.250000 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -873003.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -873247.125000 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -873247.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -873452.312500 Penalty: 4439.207031
	Iteration 4Q: 3 clusters Score -873452.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -873622.750000 Penalty: 4439.207031
	Iteration 5Q: 3 clusters Score -873622.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -873791.125000 Penalty: 4439.207031
	Iteration 6Q: 3 clusters Score -873791.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -873942.437500 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -873942.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -874061.875000 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -874061.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -874165.875000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -874165.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -874251.500000 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -874251.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -874317.375000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -874317.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -874382.062500 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -874382.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -874433.875000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -874433.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -874470.312500 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -874470.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -874503.062500 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -874503.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -874532.062500 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -874532.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -874561.750000 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -874561.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -874595.312500 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -874595.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -874627.875000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -874627.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -874652.250000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -874652.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -874667.875000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -874667.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -874686.812500 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -874686.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -874700.750000 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -874700.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -874712.125000 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -874712.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -874722.062500 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -874722.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -874735.437500 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -874735.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -874747.625000 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -874747.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -874757.250000 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -874757.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -874768.937500 Penalty: 4439.207031
	Iteration 29Q: 3 clusters Score -874768.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -874780.187500 Penalty: 4439.207031
	Iteration 30Q: 3 clusters Score -874780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -874792.937500 Penalty: 4439.207031
	Iteration 31Q: 3 clusters Score -874792.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -874799.312500 Penalty: 4439.207031
	Iteration 32Q: 3 clusters Score -874799.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -874808.250000 Penalty: 4439.207031
	Iteration 33Q: 3 clusters Score -874808.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -874825.000000 Penalty: 4439.207031
	Iteration 34Q: 3 clusters Score -874825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -874834.500000 Penalty: 4439.207031
	Iteration 35Q: 3 clusters Score -874834.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -874844.000000 Penalty: 4439.207031
	Iteration 36Q: 3 clusters Score -874844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -874858.437500 Penalty: 4439.207031
	Iteration 37Q: 3 clusters Score -874858.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -874876.625000 Penalty: 4439.207031
	Iteration 38Q: 3 clusters Score -874876.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -874890.687500 Penalty: 4439.207031
	Iteration 39Q: 3 clusters Score -874890.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -874910.812500 Penalty: 4439.207031
	Iteration 40F: 3 clusters Score -874910.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -874927.125000 Penalty: 4439.207031
	Iteration 41Q: 3 clusters Score -874927.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -874936.312500 Penalty: 4439.207031
	Iteration 42Q: 3 clusters Score -874936.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -874945.625000 Penalty: 4439.207031
	Iteration 43Q: 3 clusters Score -874945.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -874956.375000 Penalty: 4439.207031
	Iteration 44Q: 3 clusters Score -874956.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -874969.312500 Penalty: 4439.207031
	Iteration 45Q: 3 clusters Score -874969.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -874982.250000 Penalty: 4439.207031
	Iteration 46Q: 3 clusters Score -874982.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -874992.812500 Penalty: 4439.207031
	Iteration 47Q: 3 clusters Score -874992.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -875002.062500 Penalty: 4439.207031
	Iteration 48Q: 3 clusters Score -875002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -875009.375000 Penalty: 4439.207031
	Iteration 49Q: 3 clusters Score -875009.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -875016.562500 Penalty: 4439.207031
	Iteration 50Q: 3 clusters Score -875016.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -875024.687500 Penalty: 4439.207031
	Iteration 51Q: 3 clusters Score -875024.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -875033.062500 Penalty: 4439.207031
	Iteration 52Q: 3 clusters Score -875033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -875043.062500 Penalty: 4439.207031
	Iteration 53Q: 3 clusters Score -875043.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -875053.937500 Penalty: 4439.207031
	Iteration 54Q: 3 clusters Score -875053.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -875065.312500 Penalty: 4439.207031
	Iteration 55Q: 3 clusters Score -875065.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -875078.000000 Penalty: 4439.207031
	Iteration 56Q: 3 clusters Score -875078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -875083.062500 Penalty: 4439.207031
	Iteration 57Q: 3 clusters Score -875083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -875096.375000 Penalty: 4439.207031
	Iteration 58Q: 3 clusters Score -875096.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -875113.687500 Penalty: 4439.207031
	Iteration 59Q: 3 clusters Score -875113.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -875132.125000 Penalty: 4439.207031
	Iteration 60F: 3 clusters Score -875132.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -875160.000000 Penalty: 4439.207031
	Iteration 61Q: 3 clusters Score -875160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -875193.875000 Penalty: 4439.207031
	Iteration 62Q: 3 clusters Score -875193.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -875229.875000 Penalty: 4439.207031
	Iteration 63Q: 3 clusters Score -875229.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -875276.750000 Penalty: 4439.207031
	Iteration 64Q: 3 clusters Score -875276.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -875357.250000 Penalty: 4439.207031
	Iteration 65Q: 3 clusters Score -875357.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -875438.062500 Penalty: 4439.207031
	Iteration 66Q: 3 clusters Score -875438.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -875519.312500 Penalty: 4439.207031
	Iteration 67Q: 3 clusters Score -875519.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -875595.875000 Penalty: 4439.207031
	Iteration 68Q: 3 clusters Score -875595.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -875669.937500 Penalty: 4439.207031
	Iteration 69Q: 3 clusters Score -875669.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -875752.000000 Penalty: 4439.207031
	Iteration 70Q: 3 clusters Score -875752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -875841.250000 Penalty: 4439.207031
	Iteration 71Q: 3 clusters Score -875841.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -875912.062500 Penalty: 4439.207031
	Iteration 72Q: 3 clusters Score -875912.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -875957.687500 Penalty: 4439.207031
	Iteration 73Q: 3 clusters Score -875957.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -875999.437500 Penalty: 4439.207031
	Iteration 74Q: 3 clusters Score -875999.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -876030.562500 Penalty: 4439.207031
	Iteration 75Q: 3 clusters Score -876030.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -876055.812500 Penalty: 4439.207031
	Iteration 76Q: 3 clusters Score -876055.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -876073.687500 Penalty: 4439.207031
	Iteration 77Q: 3 clusters Score -876073.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -876091.687500 Penalty: 4439.207031
	Iteration 78Q: 3 clusters Score -876091.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -876108.375000 Penalty: 4439.207031
	Iteration 79Q: 3 clusters Score -876108.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -876127.625000 Penalty: 4439.207031
	Iteration 80F: 3 clusters Score -876127.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -876141.750000 Penalty: 4439.207031
	Iteration 81Q: 3 clusters Score -876141.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -876149.625000 Penalty: 4439.207031
	Iteration 82Q: 3 clusters Score -876149.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -876156.437500 Penalty: 4439.207031
	Iteration 83Q: 3 clusters Score -876156.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -876161.437500 Penalty: 4439.207031
	Iteration 84Q: 3 clusters Score -876161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -876168.562500 Penalty: 4439.207031
	Iteration 85Q: 3 clusters Score -876168.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -876182.125000 Penalty: 4439.207031
	Iteration 86Q: 3 clusters Score -876182.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -876186.000000 Penalty: 4439.207031
	Iteration 87Q: 3 clusters Score -876186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -876192.750000 Penalty: 4439.207031
	Iteration 88Q: 3 clusters Score -876192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -876197.812500 Penalty: 4439.207031
	Iteration 89Q: 3 clusters Score -876197.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -876198.687500 Penalty: 4439.207031
	Iteration 90Q: 3 clusters Score -876198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -876201.437500 Penalty: 4439.207031
	Iteration 91Q: 3 clusters Score -876201.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -876207.125000 Penalty: 4439.207031
	Iteration 92Q: 3 clusters Score -876207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -876208.125000 Penalty: 4439.207031
	Iteration 93Q: 3 clusters Score -876208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -876210.062500 Penalty: 4439.207031
	Iteration 94Q: 3 clusters Score -876210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -876214.625000 Penalty: 4439.207031
	Iteration 95Q: 3 clusters Score -876214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -876217.125000 Penalty: 4439.207031
	Iteration 96Q: 3 clusters Score -876217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -876218.500000 Penalty: 4439.207031
	Iteration 97Q: 3 clusters Score -876218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -876217.125000 Penalty: 4439.207031
	Iteration 98Q: 3 clusters Score -876217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -876218.875000 Penalty: 4439.207031
	Iteration 99Q: 3 clusters Score -876218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -876220.750000 Penalty: 4439.207031
	Iteration 100F: 3 clusters Score -876220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -876222.750000 Penalty: 4439.207031
	Iteration 101Q: 3 clusters Score -876222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -876223.000000 Penalty: 4439.207031
	Iteration 102Q: 3 clusters Score -876223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -876224.562500 Penalty: 4439.207031
	Iteration 103Q: 3 clusters Score -876224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -876225.687500 Penalty: 4439.207031
	Iteration 104Q: 3 clusters Score -876225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -876226.000000 Penalty: 4439.207031
	Iteration 105Q: 3 clusters Score -876226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -876226.000000 Penalty: 4439.207031
	Iteration 106F: 3 clusters Score -876226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -557040.687500 Penalty: 2109.420410
	Iteration 0F: 2 clusters Score -557040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -552525.750000 Penalty: 4218.840820
	Iteration 0F: 3 clusters Score -552525.8 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -553620.312500 Penalty: 4218.840820
	Iteration 1F: 3 clusters Score -553620.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -553888.750000 Penalty: 4218.840820
	Iteration 2F: 3 clusters Score -553888.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -554094.375000 Penalty: 4218.840820
	Iteration 3F: 3 clusters Score -554094.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -554298.312500 Penalty: 4218.840820
	Iteration 4F: 3 clusters Score -554298.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -554501.750000 Penalty: 4218.840820
	Iteration 5F: 3 clusters Score -554501.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -554693.500000 Penalty: 4218.840820
	Iteration 6Q: 3 clusters Score -554693.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -554856.937500 Penalty: 4218.840820
	Iteration 7Q: 3 clusters Score -554856.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -554979.500000 Penalty: 4218.840820
	Iteration 8Q: 3 clusters Score -554979.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -555057.000000 Penalty: 4218.840820
	Iteration 9Q: 3 clusters Score -555057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -555102.875000 Penalty: 4218.840820
	Iteration 10Q: 3 clusters Score -555102.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -555132.375000 Penalty: 4218.840820
	Iteration 11Q: 3 clusters Score -555132.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -555154.937500 Penalty: 4218.840820
	Iteration 12Q: 3 clusters Score -555154.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -555172.625000 Penalty: 4218.840820
	Iteration 13Q: 3 clusters Score -555172.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -555185.062500 Penalty: 4218.840820
	Iteration 14Q: 3 clusters Score -555185.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -555192.812500 Penalty: 4218.840820
	Iteration 15Q: 3 clusters Score -555192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -555202.000000 Penalty: 4218.840820
	Iteration 16Q: 3 clusters Score -555202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -555212.625000 Penalty: 4218.840820
	Iteration 17Q: 3 clusters Score -555212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -555219.375000 Penalty: 4218.840820
	Iteration 18Q: 3 clusters Score -555219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -555226.687500 Penalty: 4218.840820
	Iteration 19Q: 3 clusters Score -555226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -555229.375000 Penalty: 4218.840820
	Iteration 20F: 3 clusters Score -555229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -555233.937500 Penalty: 4218.840820
	Iteration 21Q: 3 clusters Score -555233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -555234.625000 Penalty: 4218.840820
	Iteration 22Q: 3 clusters Score -555234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -555237.812500 Penalty: 4218.840820
	Iteration 23Q: 3 clusters Score -555237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -555239.000000 Penalty: 4218.840820
	Iteration 24Q: 3 clusters Score -555239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -555243.000000 Penalty: 4218.840820
	Iteration 25Q: 3 clusters Score -555243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -555246.250000 Penalty: 4218.840820
	Iteration 26Q: 3 clusters Score -555246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -555248.437500 Penalty: 4218.840820
	Iteration 27Q: 3 clusters Score -555248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -555250.437500 Penalty: 4218.840820
	Iteration 28Q: 3 clusters Score -555250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -555253.750000 Penalty: 4218.840820
	Iteration 29Q: 3 clusters Score -555253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -555254.937500 Penalty: 4218.840820
	Iteration 30Q: 3 clusters Score -555254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -555256.812500 Penalty: 4218.840820
	Iteration 31Q: 3 clusters Score -555256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -555256.750000 Penalty: 4218.840820
	Iteration 32Q: 3 clusters Score -555256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -555257.000000 Penalty: 4218.840820
	Iteration 33Q: 3 clusters Score -555257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -555259.125000 Penalty: 4218.840820
	Iteration 34Q: 3 clusters Score -555259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -555261.000000 Penalty: 4218.840820
	Iteration 35Q: 3 clusters Score -555261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -555261.125000 Penalty: 4218.840820
	Iteration 36Q: 3 clusters Score -555261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -555260.812500 Penalty: 4218.840820
	Iteration 37Q: 3 clusters Score -555260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -555260.812500 Penalty: 4218.840820
	Iteration 38F: 3 clusters Score -555260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Entering Unmasked Estep 
Score: -1208188.250000 Penalty: 2303.113037
	Iteration 0F: 2 clusters Score -1208188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1200138.875000 Penalty: 4606.226074
	Iteration 0F: 3 clusters Score -1200139 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1202807.125000 Penalty: 4606.226074
	Iteration 1F: 3 clusters Score -1202807 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1203402.125000 Penalty: 4606.226074
	Iteration 2F: 3 clusters Score -1203402 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1203926.625000 Penalty: 4606.226074
	Iteration 3F: 3 clusters Score -1203927 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1204415.250000 Penalty: 4606.226074
	Iteration 4F: 3 clusters Score -1204415 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1204920.750000 Penalty: 4606.226074
	Iteration 5F: 3 clusters Score -1204921 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1205305.375000 Penalty: 4606.226074
	Iteration 6F: 3 clusters Score -1205305 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1205592.375000 Penalty: 4606.226074
	Iteration 7Q: 3 clusters Score -1205592 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1205805.125000 Penalty: 4606.226074
	Iteration 8Q: 3 clusters Score -1205805 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1205953.625000 Penalty: 4606.226074
	Iteration 9Q: 3 clusters Score -1205954 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1206073.250000 Penalty: 4606.226074
	Iteration 10Q: 3 clusters Score -1206073 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1206179.375000 Penalty: 4606.226074
	Iteration 11Q: 3 clusters Score -1206179 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1206270.250000 Penalty: 4606.226074
	Iteration 12Q: 3 clusters Score -1206270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1206335.875000 Penalty: 4606.226074
	Iteration 13Q: 3 clusters Score -1206336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1206385.500000 Penalty: 4606.226074
	Iteration 14Q: 3 clusters Score -1206386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1206412.000000 Penalty: 4606.226074
	Iteration 15Q: 3 clusters Score -1206412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1206440.125000 Penalty: 4606.226074
	Iteration 16Q: 3 clusters Score -1206440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1206458.000000 Penalty: 4606.226074
	Iteration 17Q: 3 clusters Score -1206458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1206480.625000 Penalty: 4606.226074
	Iteration 18Q: 3 clusters Score -1206481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1206496.000000 Penalty: 4606.226074
	Iteration 19Q: 3 clusters Score -1206496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1206515.750000 Penalty: 4606.226074
	Iteration 20F: 3 clusters Score -1206516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1206528.875000 Penalty: 4606.226074
	Iteration 21Q: 3 clusters Score -1206529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1206537.125000 Penalty: 4606.226074
	Iteration 22Q: 3 clusters Score -1206537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1206552.875000 Penalty: 4606.226074
	Iteration 23Q: 3 clusters Score -1206553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1206562.875000 Penalty: 4606.226074
	Iteration 24Q: 3 clusters Score -1206563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1206576.500000 Penalty: 4606.226074
	Iteration 25Q: 3 clusters Score -1206576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1206587.875000 Penalty: 4606.226074
	Iteration 26Q: 3 clusters Score -1206588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1206598.875000 Penalty: 4606.226074
	Iteration 27Q: 3 clusters Score -1206599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1206604.000000 Penalty: 4606.226074
	Iteration 28Q: 3 clusters Score -1206604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1206615.750000 Penalty: 4606.226074
	Iteration 29Q: 3 clusters Score -1206616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1206626.625000 Penalty: 4606.226074
	Iteration 30Q: 3 clusters Score -1206627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1206636.875000 Penalty: 4606.226074
	Iteration 31Q: 3 clusters Score -1206637 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1206655.125000 Penalty: 4606.226074
	Iteration 32Q: 3 clusters Score -1206655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1206674.375000 Penalty: 4606.226074
	Iteration 33Q: 3 clusters Score -1206674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1206702.250000 Penalty: 4606.226074
	Iteration 34Q: 3 clusters Score -1206702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1206725.000000 Penalty: 4606.226074
	Iteration 35Q: 3 clusters Score -1206725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1206750.000000 Penalty: 4606.226074
	Iteration 36Q: 3 clusters Score -1206750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1206779.375000 Penalty: 4606.226074
	Iteration 37Q: 3 clusters Score -1206779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1206804.125000 Penalty: 4606.226074
	Iteration 38Q: 3 clusters Score -1206804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1206825.125000 Penalty: 4606.226074
	Iteration 39Q: 3 clusters Score -1206825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1206836.500000 Penalty: 4606.226074
	Iteration 40F: 3 clusters Score -1206836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1206848.250000 Penalty: 4606.226074
	Iteration 41Q: 3 clusters Score -1206848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1206863.125000 Penalty: 4606.226074
	Iteration 42Q: 3 clusters Score -1206863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1206879.375000 Penalty: 4606.226074
	Iteration 43Q: 3 clusters Score -1206879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1206890.875000 Penalty: 4606.226074
	Iteration 44Q: 3 clusters Score -1206891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1206901.250000 Penalty: 4606.226074
	Iteration 45Q: 3 clusters Score -1206901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1206916.375000 Penalty: 4606.226074
	Iteration 46Q: 3 clusters Score -1206916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1206929.250000 Penalty: 4606.226074
	Iteration 47Q: 3 clusters Score -1206929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1206942.250000 Penalty: 4606.226074
	Iteration 48Q: 3 clusters Score -1206942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1206949.875000 Penalty: 4606.226074
	Iteration 49Q: 3 clusters Score -1206950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1206960.875000 Penalty: 4606.226074
	Iteration 50Q: 3 clusters Score -1206961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1206967.125000 Penalty: 4606.226074
	Iteration 51Q: 3 clusters Score -1206967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1206973.750000 Penalty: 4606.226074
	Iteration 52Q: 3 clusters Score -1206974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1206977.875000 Penalty: 4606.226074
	Iteration 53Q: 3 clusters Score -1206978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1206988.250000 Penalty: 4606.226074
	Iteration 54Q: 3 clusters Score -1206988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1206994.375000 Penalty: 4606.226074
	Iteration 55Q: 3 clusters Score -1206994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1206995.125000 Penalty: 4606.226074
	Iteration 56Q: 3 clusters Score -1206995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1206998.625000 Penalty: 4606.226074
	Iteration 57Q: 3 clusters Score -1206999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1207000.125000 Penalty: 4606.226074
	Iteration 58Q: 3 clusters Score -1207000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1207005.500000 Penalty: 4606.226074
	Iteration 59Q: 3 clusters Score -1207006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1207011.500000 Penalty: 4606.226074
	Iteration 60F: 3 clusters Score -1207012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1207014.750000 Penalty: 4606.226074
	Iteration 61Q: 3 clusters Score -1207015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1207016.375000 Penalty: 4606.226074
	Iteration 62Q: 3 clusters Score -1207016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1207021.375000 Penalty: 4606.226074
	Iteration 63Q: 3 clusters Score -1207021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1207023.375000 Penalty: 4606.226074
	Iteration 64Q: 3 clusters Score -1207023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1207030.000000 Penalty: 4606.226074
	Iteration 65Q: 3 clusters Score -1207030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1207033.000000 Penalty: 4606.226074
	Iteration 66Q: 3 clusters Score -1207033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1207039.875000 Penalty: 4606.226074
	Iteration 67Q: 3 clusters Score -1207040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1207043.375000 Penalty: 4606.226074
	Iteration 68Q: 3 clusters Score -1207043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1207048.250000 Penalty: 4606.226074
	Iteration 69Q: 3 clusters Score -1207048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1207047.875000 Penalty: 4606.226074
	Iteration 70Q: 3 clusters Score -1207048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1207054.750000 Penalty: 4606.226074
	Iteration 71Q: 3 clusters Score -1207055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1207062.375000 Penalty: 4606.226074
	Iteration 72Q: 3 clusters Score -1207062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1207067.375000 Penalty: 4606.226074
	Iteration 73Q: 3 clusters Score -1207067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1207074.625000 Penalty: 4606.226074
	Iteration 74Q: 3 clusters Score -1207075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1207079.875000 Penalty: 4606.226074
	Iteration 75Q: 3 clusters Score -1207080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1207083.750000 Penalty: 4606.226074
	Iteration 76Q: 3 clusters Score -1207084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1207088.000000 Penalty: 4606.226074
	Iteration 77Q: 3 clusters Score -1207088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1207088.875000 Penalty: 4606.226074
	Iteration 78Q: 3 clusters Score -1207089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1207090.875000 Penalty: 4606.226074
	Iteration 79Q: 3 clusters Score -1207091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1207093.125000 Penalty: 4606.226074
	Iteration 80F: 3 clusters Score -1207093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1207095.125000 Penalty: 4606.226074
	Iteration 81Q: 3 clusters Score -1207095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1207100.125000 Penalty: 4606.226074
	Iteration 82Q: 3 clusters Score -1207100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1207102.500000 Penalty: 4606.226074
	Iteration 83Q: 3 clusters Score -1207102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1207104.750000 Penalty: 4606.226074
	Iteration 84Q: 3 clusters Score -1207105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1207107.000000 Penalty: 4606.226074
	Iteration 85Q: 3 clusters Score -1207107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1207107.375000 Penalty: 4606.226074
	Iteration 86Q: 3 clusters Score -1207107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1207109.125000 Penalty: 4606.226074
	Iteration 87Q: 3 clusters Score -1207109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1207108.750000 Penalty: 4606.226074
	Iteration 88Q: 3 clusters Score -1207109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1207112.750000 Penalty: 4606.226074
	Iteration 89Q: 3 clusters Score -1207113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1207114.625000 Penalty: 4606.226074
	Iteration 90Q: 3 clusters Score -1207115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1207113.000000 Penalty: 4606.226074
	Iteration 91Q: 3 clusters Score -1207113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1207114.250000 Penalty: 4606.226074
	Iteration 92Q: 3 clusters Score -1207114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1207114.500000 Penalty: 4606.226074
	Iteration 93Q: 3 clusters Score -1207114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1207114.500000 Penalty: 4606.226074
	Iteration 94F: 3 clusters Score -1207114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -307436.437500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -307436.4 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 1440 members 
Entering Unmasked Estep 
Score: -304311.812500 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -304311.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -305016.968750 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -305017 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -305211.781250 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -305211.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -305381.031250 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -305381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -305508.468750 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -305508.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -305649.250000 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -305649.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305808.375000 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -305808.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305976.375000 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -305976.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -306112.437500 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -306112.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -306231.562500 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -306231.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -306312.312500 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -306312.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -306361.812500 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -306361.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -306396.593750 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -306396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -306416.750000 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -306416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -306431.875000 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -306431.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -306447.593750 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -306447.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306461.312500 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -306461.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -306477.281250 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -306477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -306483.250000 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -306483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -306487.875000 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -306487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -306490.437500 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -306490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -306492.000000 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -306492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -306494.250000 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -306494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -306495.187500 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -306495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -306497.281250 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -306497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -306498.875000 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -306498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -306502.656250 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -306502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -306505.250000 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -306505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -306507.906250 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -306507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -306508.812500 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -306508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -306508.812500 Penalty: 3950.048828
	Iteration 30F: 3 clusters Score -306508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -310517.156250 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -310517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -307236.468750 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -307236.5 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -308133.875000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -308133.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -308490.000000 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -308490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308755.531250 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -308755.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -308941.687500 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -308941.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309074.968750 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -309075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -309158.531250 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -309158.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -309220.812500 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -309220.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -309265.656250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -309265.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -309290.125000 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -309290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -309308.437500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -309308.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -309330.218750 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -309330.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -309352.968750 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -309353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -309370.312500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -309370.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -309384.593750 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -309384.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -309399.468750 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -309399.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -309411.218750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -309411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -309423.218750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -309423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -309432.375000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -309432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309442.000000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -309442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -309448.750000 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -309448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -309457.062500 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -309457.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -309468.062500 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -309468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309473.718750 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -309473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -309478.437500 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -309478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -309485.406250 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -309485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -309488.312500 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -309488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -309491.093750 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -309491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309492.031250 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -309492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -309493.406250 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -309493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -309493.656250 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -309493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -309493.656250 Penalty: 3983.405762
	Iteration 31F: 3 clusters Score -309493.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -528251.937500 Penalty: 2090.991455
	Iteration 0F: 2 clusters Score -528251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -524026.593750 Penalty: 4181.982910
	Iteration 0F: 3 clusters Score -524026.6 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -525000.312500 Penalty: 4181.982910
	Iteration 1F: 3 clusters Score -525000.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -525168.375000 Penalty: 4181.982910
	Iteration 2F: 3 clusters Score -525168.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -525278.875000 Penalty: 4181.982910
	Iteration 3Q: 3 clusters Score -525278.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -525385.625000 Penalty: 4181.982910
	Iteration 4Q: 3 clusters Score -525385.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -525509.500000 Penalty: 4181.982910
	Iteration 5Q: 3 clusters Score -525509.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -525610.625000 Penalty: 4181.982910
	Iteration 6Q: 3 clusters Score -525610.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -525696.562500 Penalty: 4181.982910
	Iteration 7Q: 3 clusters Score -525696.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -525782.125000 Penalty: 4181.982910
	Iteration 8Q: 3 clusters Score -525782.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -525856.812500 Penalty: 4181.982910
	Iteration 9Q: 3 clusters Score -525856.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -525925.687500 Penalty: 4181.982910
	Iteration 10Q: 3 clusters Score -525925.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -525997.312500 Penalty: 4181.982910
	Iteration 11Q: 3 clusters Score -525997.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -526059.625000 Penalty: 4181.982910
	Iteration 12Q: 3 clusters Score -526059.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -526125.500000 Penalty: 4181.982910
	Iteration 13Q: 3 clusters Score -526125.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -526199.750000 Penalty: 4181.982910
	Iteration 14Q: 3 clusters Score -526199.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -526261.437500 Penalty: 4181.982910
	Iteration 15Q: 3 clusters Score -526261.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -526309.812500 Penalty: 4181.982910
	Iteration 16Q: 3 clusters Score -526309.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -526351.312500 Penalty: 4181.982910
	Iteration 17Q: 3 clusters Score -526351.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -526387.000000 Penalty: 4181.982910
	Iteration 18Q: 3 clusters Score -526387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -526414.312500 Penalty: 4181.982910
	Iteration 19Q: 3 clusters Score -526414.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -526437.062500 Penalty: 4181.982910
	Iteration 20F: 3 clusters Score -526437.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -526456.062500 Penalty: 4181.982910
	Iteration 21Q: 3 clusters Score -526456.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -526474.812500 Penalty: 4181.982910
	Iteration 22Q: 3 clusters Score -526474.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -526488.750000 Penalty: 4181.982910
	Iteration 23Q: 3 clusters Score -526488.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -526501.687500 Penalty: 4181.982910
	Iteration 24Q: 3 clusters Score -526501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -526513.125000 Penalty: 4181.982910
	Iteration 25Q: 3 clusters Score -526513.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526524.000000 Penalty: 4181.982910
	Iteration 26Q: 3 clusters Score -526524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -526539.000000 Penalty: 4181.982910
	Iteration 27Q: 3 clusters Score -526539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -526551.812500 Penalty: 4181.982910
	Iteration 28Q: 3 clusters Score -526551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -526563.187500 Penalty: 4181.982910
	Iteration 29Q: 3 clusters Score -526563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -526571.812500 Penalty: 4181.982910
	Iteration 30Q: 3 clusters Score -526571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -526581.500000 Penalty: 4181.982910
	Iteration 31Q: 3 clusters Score -526581.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -526590.687500 Penalty: 4181.982910
	Iteration 32Q: 3 clusters Score -526590.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -526604.750000 Penalty: 4181.982910
	Iteration 33Q: 3 clusters Score -526604.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526617.500000 Penalty: 4181.982910
	Iteration 34Q: 3 clusters Score -526617.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -526635.937500 Penalty: 4181.982910
	Iteration 35Q: 3 clusters Score -526635.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -526659.187500 Penalty: 4181.982910
	Iteration 36Q: 3 clusters Score -526659.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -526691.937500 Penalty: 4181.982910
	Iteration 37Q: 3 clusters Score -526691.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -526736.000000 Penalty: 4181.982910
	Iteration 38Q: 3 clusters Score -526736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -526793.937500 Penalty: 4181.982910
	Iteration 39Q: 3 clusters Score -526793.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -526896.000000 Penalty: 4181.982910
	Iteration 40F: 3 clusters Score -526896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -527033.000000 Penalty: 4181.982910
	Iteration 41Q: 3 clusters Score -527033 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -527193.625000 Penalty: 4181.982910
	Iteration 42Q: 3 clusters Score -527193.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -527326.625000 Penalty: 4181.982910
	Iteration 43Q: 3 clusters Score -527326.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -527435.250000 Penalty: 4181.982910
	Iteration 44Q: 3 clusters Score -527435.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -527528.750000 Penalty: 4181.982910
	Iteration 45Q: 3 clusters Score -527528.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -527593.750000 Penalty: 4181.982910
	Iteration 46Q: 3 clusters Score -527593.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -527653.062500 Penalty: 4181.982910
	Iteration 47Q: 3 clusters Score -527653.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -527679.687500 Penalty: 4181.982910
	Iteration 48Q: 3 clusters Score -527679.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -527690.312500 Penalty: 4181.982910
	Iteration 49Q: 3 clusters Score -527690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -527699.937500 Penalty: 4181.982910
	Iteration 50Q: 3 clusters Score -527699.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -527704.750000 Penalty: 4181.982910
	Iteration 51Q: 3 clusters Score -527704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -527708.125000 Penalty: 4181.982910
	Iteration 52Q: 3 clusters Score -527708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -527708.375000 Penalty: 4181.982910
	Iteration 53Q: 3 clusters Score -527708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -527710.375000 Penalty: 4181.982910
	Iteration 54Q: 3 clusters Score -527710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -527712.500000 Penalty: 4181.982910
	Iteration 55Q: 3 clusters Score -527712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -527714.187500 Penalty: 4181.982910
	Iteration 56Q: 3 clusters Score -527714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -527714.187500 Penalty: 4181.982910
	Iteration 57F: 3 clusters Score -527714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -481663.531250 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -481663.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -477653.625000 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -477653.6 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -478595.843750 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -478595.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -478866.000000 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -478866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -479053.468750 Penalty: 4135.799316
	Iteration 3F: 3 clusters Score -479053.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479170.875000 Penalty: 4135.799316
	Iteration 4Q: 3 clusters Score -479170.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -479269.093750 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -479269.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -479349.312500 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -479349.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -479399.531250 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -479399.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -479444.406250 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -479444.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -479481.500000 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -479481.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -479512.937500 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -479512.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -479555.062500 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -479555.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -479596.125000 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -479596.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -479641.031250 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -479641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -479689.125000 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -479689.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -479761.968750 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -479762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -479888.750000 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -479888.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -480090.312500 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -480090.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -480334.750000 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -480334.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -480585.781250 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -480585.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -480776.625000 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -480776.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -480872.656250 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -480872.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -480934.406250 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -480934.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -480990.031250 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -480990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -481031.093750 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -481031.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -481051.937500 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -481051.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -481063.968750 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -481064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -481072.031250 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -481072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -481083.750000 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -481083.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -481095.906250 Penalty: 4135.799316
	Iteration 29Q: 3 clusters Score -481095.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -481110.218750 Penalty: 4135.799316
	Iteration 30Q: 3 clusters Score -481110.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -481129.218750 Penalty: 4135.799316
	Iteration 31Q: 3 clusters Score -481129.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -481148.875000 Penalty: 4135.799316
	Iteration 32Q: 3 clusters Score -481148.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -481175.875000 Penalty: 4135.799316
	Iteration 33Q: 3 clusters Score -481175.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -481210.812500 Penalty: 4135.799316
	Iteration 34Q: 3 clusters Score -481210.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -481239.000000 Penalty: 4135.799316
	Iteration 35Q: 3 clusters Score -481239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -481256.718750 Penalty: 4135.799316
	Iteration 36Q: 3 clusters Score -481256.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -481269.343750 Penalty: 4135.799316
	Iteration 37Q: 3 clusters Score -481269.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -481279.906250 Penalty: 4135.799316
	Iteration 38Q: 3 clusters Score -481279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -481285.531250 Penalty: 4135.799316
	Iteration 39Q: 3 clusters Score -481285.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -481296.406250 Penalty: 4135.799316
	Iteration 40F: 3 clusters Score -481296.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -481307.000000 Penalty: 4135.799316
	Iteration 41Q: 3 clusters Score -481307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -481316.562500 Penalty: 4135.799316
	Iteration 42Q: 3 clusters Score -481316.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -481321.687500 Penalty: 4135.799316
	Iteration 43Q: 3 clusters Score -481321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -481329.750000 Penalty: 4135.799316
	Iteration 44Q: 3 clusters Score -481329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -481335.218750 Penalty: 4135.799316
	Iteration 45Q: 3 clusters Score -481335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -481343.656250 Penalty: 4135.799316
	Iteration 46Q: 3 clusters Score -481343.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -481356.656250 Penalty: 4135.799316
	Iteration 47Q: 3 clusters Score -481356.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -481390.906250 Penalty: 4135.799316
	Iteration 48Q: 3 clusters Score -481390.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -481432.500000 Penalty: 4135.799316
	Iteration 49Q: 3 clusters Score -481432.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -481465.437500 Penalty: 4135.799316
	Iteration 50Q: 3 clusters Score -481465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -481477.187500 Penalty: 4135.799316
	Iteration 51Q: 3 clusters Score -481477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -481484.593750 Penalty: 4135.799316
	Iteration 52Q: 3 clusters Score -481484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -481487.187500 Penalty: 4135.799316
	Iteration 53Q: 3 clusters Score -481487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -481490.343750 Penalty: 4135.799316
	Iteration 54Q: 3 clusters Score -481490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -481493.343750 Penalty: 4135.799316
	Iteration 55Q: 3 clusters Score -481493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -481494.531250 Penalty: 4135.799316
	Iteration 56Q: 3 clusters Score -481494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -481495.718750 Penalty: 4135.799316
	Iteration 57Q: 3 clusters Score -481495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -481497.812500 Penalty: 4135.799316
	Iteration 58Q: 3 clusters Score -481497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -481498.906250 Penalty: 4135.799316
	Iteration 59Q: 3 clusters Score -481498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -481499.937500 Penalty: 4135.799316
	Iteration 60F: 3 clusters Score -481499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -481501.156250 Penalty: 4135.799316
	Iteration 61Q: 3 clusters Score -481501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -481502.656250 Penalty: 4135.799316
	Iteration 62Q: 3 clusters Score -481502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -481502.187500 Penalty: 4135.799316
	Iteration 63Q: 3 clusters Score -481502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -481503.875000 Penalty: 4135.799316
	Iteration 64Q: 3 clusters Score -481503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -481505.031250 Penalty: 4135.799316
	Iteration 65Q: 3 clusters Score -481505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -481504.968750 Penalty: 4135.799316
	Iteration 66Q: 3 clusters Score -481505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -481505.812500 Penalty: 4135.799316
	Iteration 67Q: 3 clusters Score -481505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -481505.812500 Penalty: 4135.799316
	Iteration 68F: 3 clusters Score -481505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -461381.343750 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -461381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -457376.968750 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -457377 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -458432.218750 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -458432.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -458757.968750 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -458758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -459035.375000 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -459035.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -459263.187500 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -459263.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -459451.718750 Penalty: 4133.301758
	Iteration 5Q: 3 clusters Score -459451.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -459595.531250 Penalty: 4133.301758
	Iteration 6Q: 3 clusters Score -459595.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -459725.875000 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -459725.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -459863.156250 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -459863.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459999.750000 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -459999.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -460110.750000 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -460110.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -460210.218750 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -460210.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -460267.093750 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -460267.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -460304.125000 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -460304.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -460337.250000 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -460337.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -460365.843750 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -460365.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -460390.062500 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -460390.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -460417.656250 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -460417.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -460442.156250 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -460442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -460460.875000 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -460460.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -460470.781250 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -460470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -460476.375000 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -460476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -460479.750000 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -460479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -460483.625000 Penalty: 4133.301758
	Iteration 23Q: 3 clusters Score -460483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -460489.187500 Penalty: 4133.301758
	Iteration 24Q: 3 clusters Score -460489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -460492.781250 Penalty: 4133.301758
	Iteration 25Q: 3 clusters Score -460492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -460495.343750 Penalty: 4133.301758
	Iteration 26Q: 3 clusters Score -460495.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -460498.281250 Penalty: 4133.301758
	Iteration 27Q: 3 clusters Score -460498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -460499.500000 Penalty: 4133.301758
	Iteration 28Q: 3 clusters Score -460499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -460499.843750 Penalty: 4133.301758
	Iteration 29Q: 3 clusters Score -460499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460500.437500 Penalty: 4133.301758
	Iteration 30Q: 3 clusters Score -460500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460500.437500 Penalty: 4133.301758
	Iteration 31F: 3 clusters Score -460500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1054162.375000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -1054162 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 4418 members 
Entering Unmasked Estep 
Score: -1047251.937500 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -1047252 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1049265.625000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -1049266 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1049623.625000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -1049624 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1049917.375000 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -1049917 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1050187.625000 Penalty: 4514.192871
	Iteration 4Q: 3 clusters Score -1050188 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1050477.125000 Penalty: 4514.192871
	Iteration 5Q: 3 clusters Score -1050477 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1050785.625000 Penalty: 4514.192871
	Iteration 6F: 3 clusters Score -1050786 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1051106.750000 Penalty: 4514.192871
	Iteration 7F: 3 clusters Score -1051107 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1051450.375000 Penalty: 4514.192871
	Iteration 8F: 3 clusters Score -1051450 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1051788.125000 Penalty: 4514.192871
	Iteration 9F: 3 clusters Score -1051788 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1052058.875000 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -1052059 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1052285.375000 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -1052285 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1052442.500000 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -1052442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1052552.375000 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -1052552 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1052648.875000 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -1052649 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1052735.250000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -1052735 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1052797.750000 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -1052798 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1052854.125000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -1052854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1052900.750000 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -1052901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1052934.875000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -1052935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1052971.125000 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -1052971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1053005.500000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -1053006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1053028.875000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -1053029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1053046.500000 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -1053046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1053057.500000 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -1053058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1053066.375000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -1053066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1053071.250000 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -1053071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1053074.500000 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -1053074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1053076.375000 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -1053076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1053081.750000 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -1053082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1053080.750000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -1053081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1053082.125000 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -1053082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1053083.250000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -1053083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1053083.500000 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -1053084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1053081.500000 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -1053082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1053081.750000 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -1053082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1053083.000000 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -1053083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1053083.250000 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -1053083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1053082.875000 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -1053083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1053083.750000 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -1053084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1053083.875000 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -1053084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -808914.750000 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -808914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -803195.062500 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -803195.1 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -804784.500000 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -804784.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -805055.125000 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -805055.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -805223.437500 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -805223.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -805373.062500 Penalty: 4387.862305
	Iteration 4Q: 3 clusters Score -805373.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -805506.312500 Penalty: 4387.862305
	Iteration 5Q: 3 clusters Score -805506.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -805643.312500 Penalty: 4387.862305
	Iteration 6Q: 3 clusters Score -805643.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -805800.000000 Penalty: 4387.862305
	Iteration 7Q: 3 clusters Score -805800 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -805964.437500 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -805964.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -806116.562500 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -806116.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -806241.312500 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -806241.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -806334.812500 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -806334.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -806430.625000 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -806430.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -806519.562500 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -806519.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -806601.500000 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -806601.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -806680.250000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -806680.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -806751.875000 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -806751.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -806822.312500 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -806822.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -806863.250000 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -806863.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -806901.625000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -806901.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -806932.250000 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -806932.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -806951.437500 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -806951.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -806972.375000 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -806972.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -806987.125000 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -806987.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -807000.125000 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -807000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -807007.125000 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -807007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -807013.562500 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -807013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -807023.000000 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -807023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -807028.437500 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -807028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -807034.750000 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -807034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -807038.750000 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -807038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -807043.625000 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -807043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -807050.375000 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -807050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -807055.062500 Penalty: 4387.862305
	Iteration 33Q: 3 clusters Score -807055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -807058.312500 Penalty: 4387.862305
	Iteration 34Q: 3 clusters Score -807058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -807062.250000 Penalty: 4387.862305
	Iteration 35Q: 3 clusters Score -807062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -807066.437500 Penalty: 4387.862305
	Iteration 36Q: 3 clusters Score -807066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -807067.312500 Penalty: 4387.862305
	Iteration 37Q: 3 clusters Score -807067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -807066.625000 Penalty: 4387.862305
	Iteration 38Q: 3 clusters Score -807066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -807066.500000 Penalty: 4387.862305
	Iteration 39Q: 3 clusters Score -807066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -807066.500000 Penalty: 4387.862305
	Iteration 40F: 3 clusters Score -807066.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -791786.875000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -791786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -785942.500000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -785942.5 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -787516.812500 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -787516.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -787843.875000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -787843.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -788105.437500 Penalty: 4399.639648
	Iteration 3F: 3 clusters Score -788105.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -788349.937500 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -788349.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -788558.312500 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -788558.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -788750.750000 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -788750.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -788909.062500 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -788909.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -789068.562500 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -789068.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -789237.437500 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -789237.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -789395.875000 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -789395.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -789536.500000 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -789536.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -789660.812500 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -789660.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -789765.562500 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -789765.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -789879.562500 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -789879.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -789977.750000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -789977.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -790063.312500 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -790063.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -790149.812500 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -790149.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -790221.687500 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -790221.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -790290.812500 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -790290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -790341.875000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -790341.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -790387.562500 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -790387.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -790424.875000 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -790424.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -790459.187500 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -790459.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -790485.437500 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -790485.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -790506.875000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -790506.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -790522.875000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -790522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -790529.437500 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -790529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -790537.875000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -790537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -790543.812500 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -790543.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -790551.812500 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -790551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -790554.000000 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -790554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -790562.687500 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -790562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -790570.312500 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -790570.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -790572.562500 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -790572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -790575.250000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -790575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -790578.937500 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -790578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -790582.687500 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -790582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -790583.750000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -790583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -790584.375000 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -790584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -790588.312500 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -790588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -790590.812500 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -790590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -790594.750000 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -790594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -790596.437500 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -790596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -790595.875000 Penalty: 4399.639648
	Iteration 44Q: 3 clusters Score -790595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -790595.000000 Penalty: 4399.639648
	Iteration 45Q: 3 clusters Score -790595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -790594.875000 Penalty: 4399.639648
	Iteration 46Q: 3 clusters Score -790594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -790594.875000 Penalty: 4399.639648
	Iteration 47F: 3 clusters Score -790594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -211852.484375 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -211852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209257.562500 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -209257.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209740.781250 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -209740.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209900.234375 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -209900.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -210026.968750 Penalty: 3749.282959
	Iteration 3F: 3 clusters Score -210027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210114.609375 Penalty: 3749.282959
	Iteration 4Q: 3 clusters Score -210114.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -210211.562500 Penalty: 3749.282959
	Iteration 5Q: 3 clusters Score -210211.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210316.171875 Penalty: 3749.282959
	Iteration 6Q: 3 clusters Score -210316.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210434.046875 Penalty: 3749.282959
	Iteration 7Q: 3 clusters Score -210434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210547.000000 Penalty: 3749.282959
	Iteration 8Q: 3 clusters Score -210547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -210629.718750 Penalty: 3749.282959
	Iteration 9Q: 3 clusters Score -210629.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210702.328125 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -210702.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210782.640625 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -210782.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -210871.796875 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -210871.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210987.609375 Penalty: 3749.282959
	Iteration 13Q: 3 clusters Score -210987.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -211088.562500 Penalty: 3749.282959
	Iteration 14Q: 3 clusters Score -211088.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -211186.812500 Penalty: 3749.282959
	Iteration 15Q: 3 clusters Score -211186.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -211252.968750 Penalty: 3749.282959
	Iteration 16Q: 3 clusters Score -211253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -211272.515625 Penalty: 3749.282959
	Iteration 17Q: 3 clusters Score -211272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -211282.265625 Penalty: 3749.282959
	Iteration 18Q: 3 clusters Score -211282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -211285.796875 Penalty: 3749.282959
	Iteration 19Q: 3 clusters Score -211285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -211286.359375 Penalty: 3749.282959
	Iteration 20F: 3 clusters Score -211286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -211286.828125 Penalty: 3749.282959
	Iteration 21Q: 3 clusters Score -211286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -211286.828125 Penalty: 3749.282959
	Iteration 22F: 3 clusters Score -211286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -137917.859375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -137917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135743.562500 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -135743.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136094.968750 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -136095 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136200.859375 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -136200.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136262.406250 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -136262.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -136312.859375 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -136312.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136341.671875 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -136341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136364.265625 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -136364.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136380.203125 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -136380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136393.015625 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -136393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136403.328125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -136403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136412.156250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -136412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136429.796875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -136429.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136444.593750 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -136444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136463.984375 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -136464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136475.250000 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -136475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136490.328125 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -136490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136505.828125 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -136505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136518.500000 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -136518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136533.375000 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -136533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136549.656250 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -136549.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136564.718750 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -136564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136571.453125 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -136571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136582.890625 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -136582.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136597.125000 Penalty: 3566.575439
	Iteration 23Q: 3 clusters Score -136597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136608.625000 Penalty: 3566.575439
	Iteration 24Q: 3 clusters Score -136608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136629.843750 Penalty: 3566.575439
	Iteration 25Q: 3 clusters Score -136629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136643.390625 Penalty: 3566.575439
	Iteration 26Q: 3 clusters Score -136643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136652.625000 Penalty: 3566.575439
	Iteration 27Q: 3 clusters Score -136652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136658.500000 Penalty: 3566.575439
	Iteration 28Q: 3 clusters Score -136658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136662.046875 Penalty: 3566.575439
	Iteration 29Q: 3 clusters Score -136662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136663.718750 Penalty: 3566.575439
	Iteration 30Q: 3 clusters Score -136663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136664.015625 Penalty: 3566.575439
	Iteration 31Q: 3 clusters Score -136664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136664.703125 Penalty: 3566.575439
	Iteration 32Q: 3 clusters Score -136664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136664.703125 Penalty: 3566.575439
	Iteration 33F: 3 clusters Score -136664.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1428986.500000 Penalty: 2325.694824
	Iteration 0F: 2 clusters Score -1428986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1420197.750000 Penalty: 4651.389648
	Iteration 0F: 3 clusters Score -1420198 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1422890.875000 Penalty: 4651.389648
	Iteration 1F: 3 clusters Score -1422891 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1423180.625000 Penalty: 4651.389648
	Iteration 2F: 3 clusters Score -1423181 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1423350.750000 Penalty: 4651.389648
	Iteration 3Q: 3 clusters Score -1423351 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1423475.625000 Penalty: 4651.389648
	Iteration 4Q: 3 clusters Score -1423476 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1423581.000000 Penalty: 4651.389648
	Iteration 5Q: 3 clusters Score -1423581 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1423673.375000 Penalty: 4651.389648
	Iteration 6Q: 3 clusters Score -1423673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1423766.500000 Penalty: 4651.389648
	Iteration 7Q: 3 clusters Score -1423766 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1423884.875000 Penalty: 4651.389648
	Iteration 8Q: 3 clusters Score -1423885 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1424022.375000 Penalty: 4651.389648
	Iteration 9Q: 3 clusters Score -1424022 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1424163.500000 Penalty: 4651.389648
	Iteration 10Q: 3 clusters Score -1424164 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1424320.375000 Penalty: 4651.389648
	Iteration 11Q: 3 clusters Score -1424320 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1424487.750000 Penalty: 4651.389648
	Iteration 12Q: 3 clusters Score -1424488 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1424718.000000 Penalty: 4651.389648
	Iteration 13Q: 3 clusters Score -1424718 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1424981.375000 Penalty: 4651.389648
	Iteration 14Q: 3 clusters Score -1424981 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1425249.000000 Penalty: 4651.389648
	Iteration 15Q: 3 clusters Score -1425249 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1425507.500000 Penalty: 4651.389648
	Iteration 16Q: 3 clusters Score -1425508 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1425781.250000 Penalty: 4651.389648
	Iteration 17Q: 3 clusters Score -1425781 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1425984.750000 Penalty: 4651.389648
	Iteration 18Q: 3 clusters Score -1425985 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1426169.375000 Penalty: 4651.389648
	Iteration 19Q: 3 clusters Score -1426169 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1426341.875000 Penalty: 4651.389648
	Iteration 20F: 3 clusters Score -1426342 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1426475.750000 Penalty: 4651.389648
	Iteration 21Q: 3 clusters Score -1426476 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1426575.625000 Penalty: 4651.389648
	Iteration 22Q: 3 clusters Score -1426576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1426635.750000 Penalty: 4651.389648
	Iteration 23Q: 3 clusters Score -1426636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1426684.625000 Penalty: 4651.389648
	Iteration 24Q: 3 clusters Score -1426685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1426716.000000 Penalty: 4651.389648
	Iteration 25Q: 3 clusters Score -1426716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1426740.750000 Penalty: 4651.389648
	Iteration 26Q: 3 clusters Score -1426741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1426763.750000 Penalty: 4651.389648
	Iteration 27Q: 3 clusters Score -1426764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1426783.500000 Penalty: 4651.389648
	Iteration 28Q: 3 clusters Score -1426784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1426804.375000 Penalty: 4651.389648
	Iteration 29Q: 3 clusters Score -1426804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1426817.625000 Penalty: 4651.389648
	Iteration 30Q: 3 clusters Score -1426818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1426824.625000 Penalty: 4651.389648
	Iteration 31Q: 3 clusters Score -1426825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1426838.750000 Penalty: 4651.389648
	Iteration 32Q: 3 clusters Score -1426839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1426851.250000 Penalty: 4651.389648
	Iteration 33Q: 3 clusters Score -1426851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1426862.500000 Penalty: 4651.389648
	Iteration 34Q: 3 clusters Score -1426862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1426871.750000 Penalty: 4651.389648
	Iteration 35Q: 3 clusters Score -1426872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1426877.125000 Penalty: 4651.389648
	Iteration 36Q: 3 clusters Score -1426877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1426890.125000 Penalty: 4651.389648
	Iteration 37Q: 3 clusters Score -1426890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1426909.125000 Penalty: 4651.389648
	Iteration 38Q: 3 clusters Score -1426909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1426929.000000 Penalty: 4651.389648
	Iteration 39Q: 3 clusters Score -1426929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1426941.625000 Penalty: 4651.389648
	Iteration 40F: 3 clusters Score -1426942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1426953.000000 Penalty: 4651.389648
	Iteration 41Q: 3 clusters Score -1426953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1426958.500000 Penalty: 4651.389648
	Iteration 42Q: 3 clusters Score -1426958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1426966.500000 Penalty: 4651.389648
	Iteration 43Q: 3 clusters Score -1426966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1426968.625000 Penalty: 4651.389648
	Iteration 44Q: 3 clusters Score -1426969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1426972.000000 Penalty: 4651.389648
	Iteration 45Q: 3 clusters Score -1426972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1426977.000000 Penalty: 4651.389648
	Iteration 46Q: 3 clusters Score -1426977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1426978.625000 Penalty: 4651.389648
	Iteration 47Q: 3 clusters Score -1426979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1426979.875000 Penalty: 4651.389648
	Iteration 48Q: 3 clusters Score -1426980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1426979.875000 Penalty: 4651.389648
	Iteration 49F: 3 clusters Score -1426980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -584714.000000 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -584714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -580155.500000 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -580155.5 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -581240.750000 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -581240.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -581425.312500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -581425.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -581580.312500 Penalty: 4226.210938
	Iteration 3Q: 3 clusters Score -581580.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -581691.375000 Penalty: 4226.210938
	Iteration 4Q: 3 clusters Score -581691.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -581767.875000 Penalty: 4226.210938
	Iteration 5Q: 3 clusters Score -581767.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -581831.562500 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -581831.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -581885.000000 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -581885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -581921.750000 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -581921.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -581960.250000 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -581960.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -581983.375000 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -581983.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -582007.125000 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -582007.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -582024.312500 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -582024.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -582046.125000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -582046.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -582068.437500 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -582068.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -582088.000000 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -582088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -582107.500000 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -582107.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -582126.687500 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -582126.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -582145.187500 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -582145.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -582162.750000 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -582162.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -582186.062500 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -582186.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -582206.687500 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -582206.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -582224.375000 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -582224.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -582246.562500 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -582246.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -582271.000000 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -582271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -582296.062500 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -582296.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -582331.125000 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -582331.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -582369.500000 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -582369.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -582415.000000 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -582415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -582468.125000 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -582468.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -582523.375000 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -582523.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -582580.187500 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -582580.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -582628.687500 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -582628.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -582665.000000 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -582665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -582710.312500 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -582710.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -582754.312500 Penalty: 4226.210938
	Iteration 35Q: 3 clusters Score -582754.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -582796.062500 Penalty: 4226.210938
	Iteration 36Q: 3 clusters Score -582796.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -582822.625000 Penalty: 4226.210938
	Iteration 37Q: 3 clusters Score -582822.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -582838.375000 Penalty: 4226.210938
	Iteration 38Q: 3 clusters Score -582838.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -582849.000000 Penalty: 4226.210938
	Iteration 39Q: 3 clusters Score -582849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -582854.437500 Penalty: 4226.210938
	Iteration 40F: 3 clusters Score -582854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -582859.500000 Penalty: 4226.210938
	Iteration 41Q: 3 clusters Score -582859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -582865.875000 Penalty: 4226.210938
	Iteration 42Q: 3 clusters Score -582865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -582872.062500 Penalty: 4226.210938
	Iteration 43Q: 3 clusters Score -582872.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -582879.500000 Penalty: 4226.210938
	Iteration 44Q: 3 clusters Score -582879.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -582888.500000 Penalty: 4226.210938
	Iteration 45Q: 3 clusters Score -582888.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -582897.500000 Penalty: 4226.210938
	Iteration 46Q: 3 clusters Score -582897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -582907.375000 Penalty: 4226.210938
	Iteration 47Q: 3 clusters Score -582907.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -582918.312500 Penalty: 4226.210938
	Iteration 48Q: 3 clusters Score -582918.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -582929.812500 Penalty: 4226.210938
	Iteration 49Q: 3 clusters Score -582929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -582938.625000 Penalty: 4226.210938
	Iteration 50Q: 3 clusters Score -582938.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -582943.937500 Penalty: 4226.210938
	Iteration 51Q: 3 clusters Score -582943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -582949.562500 Penalty: 4226.210938
	Iteration 52Q: 3 clusters Score -582949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -582954.312500 Penalty: 4226.210938
	Iteration 53Q: 3 clusters Score -582954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -582959.875000 Penalty: 4226.210938
	Iteration 54Q: 3 clusters Score -582959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -582962.562500 Penalty: 4226.210938
	Iteration 55Q: 3 clusters Score -582962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -582963.250000 Penalty: 4226.210938
	Iteration 56Q: 3 clusters Score -582963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -582963.250000 Penalty: 4226.210938
	Iteration 57F: 3 clusters Score -582963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43817.519531 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43817.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42376.421875 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42376.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42549.328125 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42549.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42598.984375 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42598.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42625.031250 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42625.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42639.472656 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42639.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42659.261719 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42659.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42667.011719 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42667.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42677.515625 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42677.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42700.132812 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -42700.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42712.160156 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -42712.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42713.234375 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -42713.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42714.894531 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -42714.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42714.894531 Penalty: 3048.579346
	Iteration 12F: 3 clusters Score -42714.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71156 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029380.000000 Penalty: 105424.328125
Iteration 119Q: 34 clusters Score -4.502938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 6920 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71155 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10792 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029364.000000 Penalty: 105424.328125
Iteration 120F: 34 clusters Score -4.502936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 6920 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71155 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10792 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029376.000000 Penalty: 105424.328125
Iteration 121Q: 34 clusters Score -4.502938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 6920 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 71155 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 10792 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 8966 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 7117 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 11823 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45029376.000000 Penalty: 105424.328125
Iteration 122F: 34 clusters Score -4.502938e+07 nChanged 0
Entering ConstructFrom: 
Score: -45029376.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (77127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Entering Unmasked Estep 
Score: -9320347.000000 Penalty: 2790.795898
	Iteration 0F: 2 clusters Score -9320347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -9268712.000000 Penalty: 5581.591797
	Iteration 0F: 3 clusters Score -9268712 nChanged 36048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -9289299.000000 Penalty: 5581.591797
	Iteration 1F: 3 clusters Score -9289299 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -9290031.000000 Penalty: 5581.591797
	Iteration 2Q: 3 clusters Score -9290031 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -9290744.000000 Penalty: 5581.591797
	Iteration 3Q: 3 clusters Score -9290744 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -9291804.000000 Penalty: 5581.591797
	Iteration 4Q: 3 clusters Score -9291804 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -9293257.000000 Penalty: 5581.591797
	Iteration 5Q: 3 clusters Score -9293257 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -9295249.000000 Penalty: 5581.591797
	Iteration 6F: 3 clusters Score -9295249 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -9297600.000000 Penalty: 5581.591797
	Iteration 7F: 3 clusters Score -9297600 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9300355.000000 Penalty: 5581.591797
	Iteration 8F: 3 clusters Score -9300355 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -9303316.000000 Penalty: 5581.591797
	Iteration 9F: 3 clusters Score -9303316 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -9306328.000000 Penalty: 5581.591797
	Iteration 10F: 3 clusters Score -9306328 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -9309475.000000 Penalty: 5581.591797
	Iteration 11F: 3 clusters Score -9309475 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -9312308.000000 Penalty: 5581.591797
	Iteration 12Q: 3 clusters Score -9312308 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9314602.000000 Penalty: 5581.591797
	Iteration 13Q: 3 clusters Score -9314602 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -9316077.000000 Penalty: 5581.591797
	Iteration 14Q: 3 clusters Score -9316077 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -9316930.000000 Penalty: 5581.591797
	Iteration 15Q: 3 clusters Score -9316930 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -9317334.000000 Penalty: 5581.591797
	Iteration 16Q: 3 clusters Score -9317334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -9317564.000000 Penalty: 5581.591797
	Iteration 17Q: 3 clusters Score -9317564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -9317711.000000 Penalty: 5581.591797
	Iteration 18Q: 3 clusters Score -9317711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -9317786.000000 Penalty: 5581.591797
	Iteration 19Q: 3 clusters Score -9317786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -9317821.000000 Penalty: 5581.591797
	Iteration 20F: 3 clusters Score -9317821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -9317846.000000 Penalty: 5581.591797
	Iteration 21Q: 3 clusters Score -9317846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9317876.000000 Penalty: 5581.591797
	Iteration 22Q: 3 clusters Score -9317876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9317893.000000 Penalty: 5581.591797
	Iteration 23Q: 3 clusters Score -9317893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9317908.000000 Penalty: 5581.591797
	Iteration 24Q: 3 clusters Score -9317908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -9317912.000000 Penalty: 5581.591797
	Iteration 25Q: 3 clusters Score -9317912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -9317922.000000 Penalty: 5581.591797
	Iteration 26Q: 3 clusters Score -9317922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -9317922.000000 Penalty: 5581.591797
	Iteration 27Q: 3 clusters Score -9317922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -9317926.000000 Penalty: 5581.591797
	Iteration 28Q: 3 clusters Score -9317926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -9317926.000000 Penalty: 5581.591797
	Iteration 29Q: 3 clusters Score -9317926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9317923.000000 Penalty: 5581.591797
	Iteration 30Q: 3 clusters Score -9317923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9317926.000000 Penalty: 5581.591797
	Iteration 31Q: 3 clusters Score -9317926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -9317933.000000 Penalty: 5581.591797
	Iteration 32Q: 3 clusters Score -9317933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9317934.000000 Penalty: 5581.591797
	Iteration 33Q: 3 clusters Score -9317934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -9317935.000000 Penalty: 5581.591797
	Iteration 34Q: 3 clusters Score -9317935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -9317929.000000 Penalty: 5581.591797
	Iteration 35Q: 3 clusters Score -9317929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9317933.000000 Penalty: 5581.591797
	Iteration 36Q: 3 clusters Score -9317933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -9317934.000000 Penalty: 5581.591797
	Iteration 37Q: 3 clusters Score -9317934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -9317934.000000 Penalty: 5581.591797
	Iteration 38F: 3 clusters Score -9317934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -160356.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -160356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158111.093750 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -158111.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158493.265625 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -158493.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158582.015625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -158582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158627.453125 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -158627.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -158651.500000 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -158651.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -158672.812500 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -158672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -158684.781250 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -158684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158699.015625 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -158699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158708.937500 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -158708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -158717.328125 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -158717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -158720.703125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -158720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -158729.515625 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -158729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -158734.453125 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -158734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158736.765625 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -158736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158737.937500 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -158737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158737.937500 Penalty: 3616.999268
	Iteration 15F: 3 clusters Score -158737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1697344.750000 Penalty: 2386.236084
	Iteration 0F: 2 clusters Score -1697345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1686527.125000 Penalty: 4772.472168
	Iteration 0F: 3 clusters Score -1686527 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1690169.625000 Penalty: 4772.472168
	Iteration 1F: 3 clusters Score -1690170 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1690863.875000 Penalty: 4772.472168
	Iteration 2F: 3 clusters Score -1690864 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1691569.875000 Penalty: 4772.472168
	Iteration 3F: 3 clusters Score -1691570 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1692248.875000 Penalty: 4772.472168
	Iteration 4F: 3 clusters Score -1692249 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1692861.250000 Penalty: 4772.472168
	Iteration 5F: 3 clusters Score -1692861 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1693441.875000 Penalty: 4772.472168
	Iteration 6F: 3 clusters Score -1693442 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1693886.125000 Penalty: 4772.472168
	Iteration 7Q: 3 clusters Score -1693886 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1694239.500000 Penalty: 4772.472168
	Iteration 8Q: 3 clusters Score -1694240 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1694465.125000 Penalty: 4772.472168
	Iteration 9Q: 3 clusters Score -1694465 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1694628.250000 Penalty: 4772.472168
	Iteration 10Q: 3 clusters Score -1694628 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1694748.875000 Penalty: 4772.472168
	Iteration 11Q: 3 clusters Score -1694749 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1694828.000000 Penalty: 4772.472168
	Iteration 12Q: 3 clusters Score -1694828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1694896.125000 Penalty: 4772.472168
	Iteration 13Q: 3 clusters Score -1694896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1694960.625000 Penalty: 4772.472168
	Iteration 14Q: 3 clusters Score -1694961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1695014.875000 Penalty: 4772.472168
	Iteration 15Q: 3 clusters Score -1695015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1695068.250000 Penalty: 4772.472168
	Iteration 16Q: 3 clusters Score -1695068 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1695120.000000 Penalty: 4772.472168
	Iteration 17Q: 3 clusters Score -1695120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1695156.625000 Penalty: 4772.472168
	Iteration 18Q: 3 clusters Score -1695157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1695185.375000 Penalty: 4772.472168
	Iteration 19Q: 3 clusters Score -1695185 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1695220.250000 Penalty: 4772.472168
	Iteration 20F: 3 clusters Score -1695220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1695245.125000 Penalty: 4772.472168
	Iteration 21Q: 3 clusters Score -1695245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1695264.500000 Penalty: 4772.472168
	Iteration 22Q: 3 clusters Score -1695264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1695294.250000 Penalty: 4772.472168
	Iteration 23Q: 3 clusters Score -1695294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1695320.250000 Penalty: 4772.472168
	Iteration 24Q: 3 clusters Score -1695320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1695332.000000 Penalty: 4772.472168
	Iteration 25Q: 3 clusters Score -1695332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1695359.750000 Penalty: 4772.472168
	Iteration 26Q: 3 clusters Score -1695360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1695371.625000 Penalty: 4772.472168
	Iteration 27Q: 3 clusters Score -1695372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1695390.250000 Penalty: 4772.472168
	Iteration 28Q: 3 clusters Score -1695390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1695403.500000 Penalty: 4772.472168
	Iteration 29Q: 3 clusters Score -1695404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1695422.625000 Penalty: 4772.472168
	Iteration 30Q: 3 clusters Score -1695423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1695424.625000 Penalty: 4772.472168
	Iteration 31Q: 3 clusters Score -1695425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1695450.750000 Penalty: 4772.472168
	Iteration 32Q: 3 clusters Score -1695451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1695470.875000 Penalty: 4772.472168
	Iteration 33Q: 3 clusters Score -1695471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1695479.500000 Penalty: 4772.472168
	Iteration 34Q: 3 clusters Score -1695480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1695500.125000 Penalty: 4772.472168
	Iteration 35Q: 3 clusters Score -1695500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1695530.375000 Penalty: 4772.472168
	Iteration 36Q: 3 clusters Score -1695530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1695561.125000 Penalty: 4772.472168
	Iteration 37Q: 3 clusters Score -1695561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1695584.750000 Penalty: 4772.472168
	Iteration 38Q: 3 clusters Score -1695585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1695599.250000 Penalty: 4772.472168
	Iteration 39Q: 3 clusters Score -1695599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1695628.625000 Penalty: 4772.472168
	Iteration 40F: 3 clusters Score -1695629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1695637.125000 Penalty: 4772.472168
	Iteration 41Q: 3 clusters Score -1695637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1695649.250000 Penalty: 4772.472168
	Iteration 42Q: 3 clusters Score -1695649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1695664.125000 Penalty: 4772.472168
	Iteration 43Q: 3 clusters Score -1695664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1695673.500000 Penalty: 4772.472168
	Iteration 44Q: 3 clusters Score -1695674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1695682.750000 Penalty: 4772.472168
	Iteration 45Q: 3 clusters Score -1695683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1695692.000000 Penalty: 4772.472168
	Iteration 46Q: 3 clusters Score -1695692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1695698.375000 Penalty: 4772.472168
	Iteration 47Q: 3 clusters Score -1695698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1695707.375000 Penalty: 4772.472168
	Iteration 48Q: 3 clusters Score -1695707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1695710.250000 Penalty: 4772.472168
	Iteration 49Q: 3 clusters Score -1695710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1695714.250000 Penalty: 4772.472168
	Iteration 50Q: 3 clusters Score -1695714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1695719.000000 Penalty: 4772.472168
	Iteration 51Q: 3 clusters Score -1695719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1695721.125000 Penalty: 4772.472168
	Iteration 52Q: 3 clusters Score -1695721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1695728.125000 Penalty: 4772.472168
	Iteration 53Q: 3 clusters Score -1695728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1695732.000000 Penalty: 4772.472168
	Iteration 54Q: 3 clusters Score -1695732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1695731.250000 Penalty: 4772.472168
	Iteration 55Q: 3 clusters Score -1695731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1695733.625000 Penalty: 4772.472168
	Iteration 56Q: 3 clusters Score -1695734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1695736.500000 Penalty: 4772.472168
	Iteration 57Q: 3 clusters Score -1695736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1695737.125000 Penalty: 4772.472168
	Iteration 58Q: 3 clusters Score -1695737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1695739.375000 Penalty: 4772.472168
	Iteration 59Q: 3 clusters Score -1695739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1695740.000000 Penalty: 4772.472168
	Iteration 60F: 3 clusters Score -1695740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1695745.500000 Penalty: 4772.472168
	Iteration 61Q: 3 clusters Score -1695746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1695746.625000 Penalty: 4772.472168
	Iteration 62Q: 3 clusters Score -1695747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1695744.500000 Penalty: 4772.472168
	Iteration 63Q: 3 clusters Score -1695744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1695743.250000 Penalty: 4772.472168
	Iteration 64Q: 3 clusters Score -1695743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1695749.375000 Penalty: 4772.472168
	Iteration 65Q: 3 clusters Score -1695749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1695747.875000 Penalty: 4772.472168
	Iteration 66Q: 3 clusters Score -1695748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1695748.000000 Penalty: 4772.472168
	Iteration 67Q: 3 clusters Score -1695748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1695751.500000 Penalty: 4772.472168
	Iteration 68Q: 3 clusters Score -1695752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1695751.125000 Penalty: 4772.472168
	Iteration 69Q: 3 clusters Score -1695751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1695755.375000 Penalty: 4772.472168
	Iteration 70Q: 3 clusters Score -1695755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1695761.375000 Penalty: 4772.472168
	Iteration 71Q: 3 clusters Score -1695761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1695760.000000 Penalty: 4772.472168
	Iteration 72Q: 3 clusters Score -1695760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1695763.625000 Penalty: 4772.472168
	Iteration 73Q: 3 clusters Score -1695764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1695769.500000 Penalty: 4772.472168
	Iteration 74Q: 3 clusters Score -1695770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1695773.625000 Penalty: 4772.472168
	Iteration 75Q: 3 clusters Score -1695774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1695772.125000 Penalty: 4772.472168
	Iteration 76Q: 3 clusters Score -1695772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1695776.250000 Penalty: 4772.472168
	Iteration 77Q: 3 clusters Score -1695776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1695777.250000 Penalty: 4772.472168
	Iteration 78Q: 3 clusters Score -1695777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1695776.000000 Penalty: 4772.472168
	Iteration 79Q: 3 clusters Score -1695776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1695776.000000 Penalty: 4772.472168
	Iteration 80F: 3 clusters Score -1695776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1695778.375000 Penalty: 4772.472168
	Iteration 81Q: 3 clusters Score -1695778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1695782.000000 Penalty: 4772.472168
	Iteration 82Q: 3 clusters Score -1695782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1695781.625000 Penalty: 4772.472168
	Iteration 83Q: 3 clusters Score -1695782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1695783.500000 Penalty: 4772.472168
	Iteration 84Q: 3 clusters Score -1695784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1695784.750000 Penalty: 4772.472168
	Iteration 85Q: 3 clusters Score -1695785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1695778.875000 Penalty: 4772.472168
	Iteration 86Q: 3 clusters Score -1695779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1695777.500000 Penalty: 4772.472168
	Iteration 87Q: 3 clusters Score -1695778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1695777.625000 Penalty: 4772.472168
	Iteration 88Q: 3 clusters Score -1695778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1695778.625000 Penalty: 4772.472168
	Iteration 89Q: 3 clusters Score -1695779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1695777.875000 Penalty: 4772.472168
	Iteration 90Q: 3 clusters Score -1695778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1695780.000000 Penalty: 4772.472168
	Iteration 91Q: 3 clusters Score -1695780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1695778.125000 Penalty: 4772.472168
	Iteration 92Q: 3 clusters Score -1695778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1695779.500000 Penalty: 4772.472168
	Iteration 93Q: 3 clusters Score -1695780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1695782.375000 Penalty: 4772.472168
	Iteration 94Q: 3 clusters Score -1695782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1695780.500000 Penalty: 4772.472168
	Iteration 95Q: 3 clusters Score -1695780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1695784.625000 Penalty: 4772.472168
	Iteration 96Q: 3 clusters Score -1695785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1695782.625000 Penalty: 4772.472168
	Iteration 97Q: 3 clusters Score -1695783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1695781.625000 Penalty: 4772.472168
	Iteration 98Q: 3 clusters Score -1695782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1695781.375000 Penalty: 4772.472168
	Iteration 99Q: 3 clusters Score -1695781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1695781.375000 Penalty: 4772.472168
	Iteration 100F: 3 clusters Score -1695781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -779759.000000 Penalty: 2192.858398
	Iteration 0F: 2 clusters Score -779759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -774016.000000 Penalty: 4385.716797
	Iteration 0F: 3 clusters Score -774016 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -775574.625000 Penalty: 4385.716797
	Iteration 1F: 3 clusters Score -775574.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -775839.062500 Penalty: 4385.716797
	Iteration 2F: 3 clusters Score -775839.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -776060.875000 Penalty: 4385.716797
	Iteration 3F: 3 clusters Score -776060.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -776287.187500 Penalty: 4385.716797
	Iteration 4Q: 3 clusters Score -776287.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -776540.625000 Penalty: 4385.716797
	Iteration 5Q: 3 clusters Score -776540.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -776792.375000 Penalty: 4385.716797
	Iteration 6Q: 3 clusters Score -776792.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -777052.812500 Penalty: 4385.716797
	Iteration 7Q: 3 clusters Score -777052.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -777271.687500 Penalty: 4385.716797
	Iteration 8Q: 3 clusters Score -777271.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -777477.375000 Penalty: 4385.716797
	Iteration 9Q: 3 clusters Score -777477.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -777652.625000 Penalty: 4385.716797
	Iteration 10Q: 3 clusters Score -777652.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -777771.125000 Penalty: 4385.716797
	Iteration 11Q: 3 clusters Score -777771.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -777849.375000 Penalty: 4385.716797
	Iteration 12Q: 3 clusters Score -777849.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -777917.062500 Penalty: 4385.716797
	Iteration 13Q: 3 clusters Score -777917.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -777971.250000 Penalty: 4385.716797
	Iteration 14Q: 3 clusters Score -777971.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -778011.937500 Penalty: 4385.716797
	Iteration 15Q: 3 clusters Score -778011.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -778043.562500 Penalty: 4385.716797
	Iteration 16Q: 3 clusters Score -778043.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -778066.500000 Penalty: 4385.716797
	Iteration 17Q: 3 clusters Score -778066.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -778083.750000 Penalty: 4385.716797
	Iteration 18Q: 3 clusters Score -778083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -778092.562500 Penalty: 4385.716797
	Iteration 19Q: 3 clusters Score -778092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -778097.000000 Penalty: 4385.716797
	Iteration 20F: 3 clusters Score -778097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -778100.000000 Penalty: 4385.716797
	Iteration 21Q: 3 clusters Score -778100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -778103.125000 Penalty: 4385.716797
	Iteration 22Q: 3 clusters Score -778103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -778105.625000 Penalty: 4385.716797
	Iteration 23Q: 3 clusters Score -778105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -778111.375000 Penalty: 4385.716797
	Iteration 24Q: 3 clusters Score -778111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -778115.687500 Penalty: 4385.716797
	Iteration 25Q: 3 clusters Score -778115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -778119.250000 Penalty: 4385.716797
	Iteration 26Q: 3 clusters Score -778119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -778120.000000 Penalty: 4385.716797
	Iteration 27Q: 3 clusters Score -778120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -778123.000000 Penalty: 4385.716797
	Iteration 28Q: 3 clusters Score -778123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -778125.062500 Penalty: 4385.716797
	Iteration 29Q: 3 clusters Score -778125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -778125.062500 Penalty: 4385.716797
	Iteration 30F: 3 clusters Score -778125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -488602.468750 Penalty: 2077.612793
	Iteration 0F: 2 clusters Score -488602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -484494.687500 Penalty: 4155.225586
	Iteration 0F: 3 clusters Score -484494.7 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -485491.156250 Penalty: 4155.225586
	Iteration 1F: 3 clusters Score -485491.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -485764.437500 Penalty: 4155.225586
	Iteration 2F: 3 clusters Score -485764.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -486019.281250 Penalty: 4155.225586
	Iteration 3F: 3 clusters Score -486019.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -486233.062500 Penalty: 4155.225586
	Iteration 4F: 3 clusters Score -486233.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -486405.937500 Penalty: 4155.225586
	Iteration 5F: 3 clusters Score -486405.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -486526.781250 Penalty: 4155.225586
	Iteration 6Q: 3 clusters Score -486526.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -486618.937500 Penalty: 4155.225586
	Iteration 7Q: 3 clusters Score -486618.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -486697.843750 Penalty: 4155.225586
	Iteration 8Q: 3 clusters Score -486697.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -486779.937500 Penalty: 4155.225586
	Iteration 9Q: 3 clusters Score -486779.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -486842.968750 Penalty: 4155.225586
	Iteration 10Q: 3 clusters Score -486843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -486890.062500 Penalty: 4155.225586
	Iteration 11Q: 3 clusters Score -486890.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -486927.062500 Penalty: 4155.225586
	Iteration 12Q: 3 clusters Score -486927.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -486955.218750 Penalty: 4155.225586
	Iteration 13Q: 3 clusters Score -486955.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -486979.031250 Penalty: 4155.225586
	Iteration 14Q: 3 clusters Score -486979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -486997.437500 Penalty: 4155.225586
	Iteration 15Q: 3 clusters Score -486997.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -487009.875000 Penalty: 4155.225586
	Iteration 16Q: 3 clusters Score -487009.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -487025.062500 Penalty: 4155.225586
	Iteration 17Q: 3 clusters Score -487025.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -487038.937500 Penalty: 4155.225586
	Iteration 18Q: 3 clusters Score -487038.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -487050.250000 Penalty: 4155.225586
	Iteration 19Q: 3 clusters Score -487050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -487057.375000 Penalty: 4155.225586
	Iteration 20F: 3 clusters Score -487057.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -487062.656250 Penalty: 4155.225586
	Iteration 21Q: 3 clusters Score -487062.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -487069.500000 Penalty: 4155.225586
	Iteration 22Q: 3 clusters Score -487069.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -487074.687500 Penalty: 4155.225586
	Iteration 23Q: 3 clusters Score -487074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -487082.750000 Penalty: 4155.225586
	Iteration 24Q: 3 clusters Score -487082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -487087.312500 Penalty: 4155.225586
	Iteration 25Q: 3 clusters Score -487087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -487094.937500 Penalty: 4155.225586
	Iteration 26Q: 3 clusters Score -487094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -487099.625000 Penalty: 4155.225586
	Iteration 27Q: 3 clusters Score -487099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -487105.312500 Penalty: 4155.225586
	Iteration 28Q: 3 clusters Score -487105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -487110.718750 Penalty: 4155.225586
	Iteration 29Q: 3 clusters Score -487110.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -487116.937500 Penalty: 4155.225586
	Iteration 30Q: 3 clusters Score -487116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -487117.906250 Penalty: 4155.225586
	Iteration 31Q: 3 clusters Score -487117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -487120.218750 Penalty: 4155.225586
	Iteration 32Q: 3 clusters Score -487120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -487122.375000 Penalty: 4155.225586
	Iteration 33Q: 3 clusters Score -487122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -487122.375000 Penalty: 4155.225586
	Iteration 34F: 3 clusters Score -487122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -1318734.875000 Penalty: 2313.197998
	Iteration 0F: 2 clusters Score -1318735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1310253.875000 Penalty: 4626.395996
	Iteration 0F: 3 clusters Score -1310254 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1312853.625000 Penalty: 4626.395996
	Iteration 1F: 3 clusters Score -1312854 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1313278.250000 Penalty: 4626.395996
	Iteration 2F: 3 clusters Score -1313278 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1313603.750000 Penalty: 4626.395996
	Iteration 3F: 3 clusters Score -1313604 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1313875.875000 Penalty: 4626.395996
	Iteration 4Q: 3 clusters Score -1313876 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1314170.625000 Penalty: 4626.395996
	Iteration 5Q: 3 clusters Score -1314171 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1314545.000000 Penalty: 4626.395996
	Iteration 6Q: 3 clusters Score -1314545 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1315001.750000 Penalty: 4626.395996
	Iteration 7F: 3 clusters Score -1315002 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1315517.250000 Penalty: 4626.395996
	Iteration 8F: 3 clusters Score -1315517 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1316043.125000 Penalty: 4626.395996
	Iteration 9F: 3 clusters Score -1316043 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1316505.875000 Penalty: 4626.395996
	Iteration 10Q: 3 clusters Score -1316506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1316861.750000 Penalty: 4626.395996
	Iteration 11Q: 3 clusters Score -1316862 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1317097.000000 Penalty: 4626.395996
	Iteration 12Q: 3 clusters Score -1317097 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1317267.250000 Penalty: 4626.395996
	Iteration 13Q: 3 clusters Score -1317267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1317383.250000 Penalty: 4626.395996
	Iteration 14Q: 3 clusters Score -1317383 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1317459.750000 Penalty: 4626.395996
	Iteration 15Q: 3 clusters Score -1317460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1317492.500000 Penalty: 4626.395996
	Iteration 16Q: 3 clusters Score -1317492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1317508.625000 Penalty: 4626.395996
	Iteration 17Q: 3 clusters Score -1317509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1317515.250000 Penalty: 4626.395996
	Iteration 18Q: 3 clusters Score -1317515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1317516.000000 Penalty: 4626.395996
	Iteration 19Q: 3 clusters Score -1317516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1317517.875000 Penalty: 4626.395996
	Iteration 20F: 3 clusters Score -1317518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1317521.125000 Penalty: 4626.395996
	Iteration 21Q: 3 clusters Score -1317521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1317521.875000 Penalty: 4626.395996
	Iteration 22Q: 3 clusters Score -1317522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1317525.875000 Penalty: 4626.395996
	Iteration 23Q: 3 clusters Score -1317526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1317528.750000 Penalty: 4626.395996
	Iteration 24Q: 3 clusters Score -1317529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1317531.250000 Penalty: 4626.395996
	Iteration 25Q: 3 clusters Score -1317531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1317534.750000 Penalty: 4626.395996
	Iteration 26Q: 3 clusters Score -1317535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1317540.625000 Penalty: 4626.395996
	Iteration 27Q: 3 clusters Score -1317541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1317540.250000 Penalty: 4626.395996
	Iteration 28Q: 3 clusters Score -1317540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1317545.625000 Penalty: 4626.395996
	Iteration 29Q: 3 clusters Score -1317546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1317547.125000 Penalty: 4626.395996
	Iteration 30Q: 3 clusters Score -1317547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1317550.625000 Penalty: 4626.395996
	Iteration 31Q: 3 clusters Score -1317551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1317554.000000 Penalty: 4626.395996
	Iteration 32Q: 3 clusters Score -1317554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1317553.125000 Penalty: 4626.395996
	Iteration 33Q: 3 clusters Score -1317553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1317553.125000 Penalty: 4626.395996
	Iteration 34F: 3 clusters Score -1317553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -757490.000000 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -757490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -752037.375000 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -752037.4 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -753415.562500 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -753415.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -753694.625000 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -753694.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -753942.937500 Penalty: 4354.965332
	Iteration 3F: 3 clusters Score -753942.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -754137.125000 Penalty: 4354.965332
	Iteration 4Q: 3 clusters Score -754137.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -754303.687500 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -754303.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -754451.312500 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -754451.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -754597.125000 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -754597.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -754740.812500 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -754740.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -754880.187500 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -754880.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -755015.500000 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -755015.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -755184.187500 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -755184.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -755373.375000 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -755373.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -755521.875000 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -755521.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -755652.937500 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -755652.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -755741.312500 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -755741.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -755822.375000 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -755822.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -755897.937500 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -755897.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -755970.437500 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -755970.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -756025.312500 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -756025.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -756082.812500 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -756082.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -756125.312500 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -756125.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -756160.250000 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -756160.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -756186.812500 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -756186.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -756207.062500 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -756207.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -756227.000000 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -756227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -756234.500000 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -756234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -756237.312500 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -756237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -756241.187500 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -756241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -756243.375000 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -756243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -756245.625000 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -756245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -756247.750000 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -756247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -756247.937500 Penalty: 4354.965332
	Iteration 32Q: 3 clusters Score -756247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -756249.000000 Penalty: 4354.965332
	Iteration 33Q: 3 clusters Score -756249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -756250.375000 Penalty: 4354.965332
	Iteration 34Q: 3 clusters Score -756250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -756252.000000 Penalty: 4354.965332
	Iteration 35Q: 3 clusters Score -756252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -756252.875000 Penalty: 4354.965332
	Iteration 36Q: 3 clusters Score -756252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -756252.125000 Penalty: 4354.965332
	Iteration 37Q: 3 clusters Score -756252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -756252.125000 Penalty: 4354.965332
	Iteration 38F: 3 clusters Score -756252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -264030.156250 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -264030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -261024.984375 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -261025 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -261870.296875 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -261870.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -262235.750000 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -262235.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -262522.562500 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -262522.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -262714.812500 Penalty: 3907.940918
	Iteration 4F: 3 clusters Score -262714.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -262833.843750 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -262833.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -262898.750000 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -262898.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -262953.156250 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -262953.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -263011.781250 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -263011.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -263062.343750 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -263062.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -263104.281250 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -263104.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -263155.968750 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -263156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -263188.968750 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -263189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -263205.750000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -263205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -263216.500000 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -263216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -263222.968750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -263223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -263225.937500 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -263225.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -263230.031250 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -263230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -263234.187500 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -263234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -263235.250000 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -263235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -263237.406250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -263237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -263237.875000 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -263237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -263240.593750 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -263240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -263242.281250 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -263242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -263242.625000 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -263242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -263242.625000 Penalty: 3907.940918
	Iteration 25F: 3 clusters Score -263242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -381636.625000 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -381636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -378166.156250 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -378166.2 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -378832.812500 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -378832.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -378986.125000 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -378986.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -379065.000000 Penalty: 4022.324707
	Iteration 3Q: 3 clusters Score -379065 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -379114.843750 Penalty: 4022.324707
	Iteration 4Q: 3 clusters Score -379114.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -379148.281250 Penalty: 4022.324707
	Iteration 5Q: 3 clusters Score -379148.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -379177.062500 Penalty: 4022.324707
	Iteration 6Q: 3 clusters Score -379177.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -379201.437500 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -379201.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -379219.812500 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -379219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -379243.718750 Penalty: 4022.324707
	Iteration 9Q: 3 clusters Score -379243.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -379276.812500 Penalty: 4022.324707
	Iteration 10Q: 3 clusters Score -379276.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -379314.656250 Penalty: 4022.324707
	Iteration 11Q: 3 clusters Score -379314.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -379352.718750 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -379352.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -379394.062500 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -379394.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -379440.281250 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -379440.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -379479.250000 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -379479.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -379518.187500 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -379518.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -379562.218750 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -379562.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -379619.000000 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -379619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -379699.156250 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -379699.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -379806.343750 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -379806.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -379973.031250 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -379973 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -380305.468750 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -380305.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -380592.687500 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -380592.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -380745.656250 Penalty: 4022.324707
	Iteration 24Q: 3 clusters Score -380745.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -380848.125000 Penalty: 4022.324707
	Iteration 25Q: 3 clusters Score -380848.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380953.187500 Penalty: 4022.324707
	Iteration 26Q: 3 clusters Score -380953.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381033.718750 Penalty: 4022.324707
	Iteration 27Q: 3 clusters Score -381033.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -381081.281250 Penalty: 4022.324707
	Iteration 28Q: 3 clusters Score -381081.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -381122.875000 Penalty: 4022.324707
	Iteration 29Q: 3 clusters Score -381122.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -381152.531250 Penalty: 4022.324707
	Iteration 30Q: 3 clusters Score -381152.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381176.093750 Penalty: 4022.324707
	Iteration 31Q: 3 clusters Score -381176.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -381204.281250 Penalty: 4022.324707
	Iteration 32Q: 3 clusters Score -381204.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -381228.937500 Penalty: 4022.324707
	Iteration 33Q: 3 clusters Score -381228.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -381247.156250 Penalty: 4022.324707
	Iteration 34Q: 3 clusters Score -381247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -381257.187500 Penalty: 4022.324707
	Iteration 35Q: 3 clusters Score -381257.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381266.968750 Penalty: 4022.324707
	Iteration 36Q: 3 clusters Score -381267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -381276.187500 Penalty: 4022.324707
	Iteration 37Q: 3 clusters Score -381276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -381282.593750 Penalty: 4022.324707
	Iteration 38Q: 3 clusters Score -381282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -381284.937500 Penalty: 4022.324707
	Iteration 39Q: 3 clusters Score -381284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -381288.812500 Penalty: 4022.324707
	Iteration 40F: 3 clusters Score -381288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -381293.000000 Penalty: 4022.324707
	Iteration 41Q: 3 clusters Score -381293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -381295.218750 Penalty: 4022.324707
	Iteration 42Q: 3 clusters Score -381295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -381296.125000 Penalty: 4022.324707
	Iteration 43Q: 3 clusters Score -381296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -381296.125000 Penalty: 4022.324707
	Iteration 44F: 3 clusters Score -381296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -863937.187500 Penalty: 2217.146240
	Iteration 0F: 2 clusters Score -863937.2 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 3817 members 
Entering Unmasked Estep 
Score: -857783.812500 Penalty: 4434.292480
	Iteration 0F: 3 clusters Score -857783.8 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -859519.000000 Penalty: 4434.292480
	Iteration 1F: 3 clusters Score -859519 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -859787.250000 Penalty: 4434.292480
	Iteration 2F: 3 clusters Score -859787.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -859983.437500 Penalty: 4434.292480
	Iteration 3F: 3 clusters Score -859983.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -860153.562500 Penalty: 4434.292480
	Iteration 4Q: 3 clusters Score -860153.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -860291.375000 Penalty: 4434.292480
	Iteration 5Q: 3 clusters Score -860291.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -860400.687500 Penalty: 4434.292480
	Iteration 6Q: 3 clusters Score -860400.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -860493.437500 Penalty: 4434.292480
	Iteration 7Q: 3 clusters Score -860493.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -860578.937500 Penalty: 4434.292480
	Iteration 8Q: 3 clusters Score -860578.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -860645.875000 Penalty: 4434.292480
	Iteration 9Q: 3 clusters Score -860645.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -860723.312500 Penalty: 4434.292480
	Iteration 10Q: 3 clusters Score -860723.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -860801.562500 Penalty: 4434.292480
	Iteration 11Q: 3 clusters Score -860801.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -860856.312500 Penalty: 4434.292480
	Iteration 12Q: 3 clusters Score -860856.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -860892.312500 Penalty: 4434.292480
	Iteration 13Q: 3 clusters Score -860892.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -860920.875000 Penalty: 4434.292480
	Iteration 14Q: 3 clusters Score -860920.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -860947.000000 Penalty: 4434.292480
	Iteration 15Q: 3 clusters Score -860947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -860979.000000 Penalty: 4434.292480
	Iteration 16Q: 3 clusters Score -860979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -861018.937500 Penalty: 4434.292480
	Iteration 17Q: 3 clusters Score -861018.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -861053.937500 Penalty: 4434.292480
	Iteration 18Q: 3 clusters Score -861053.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -861078.312500 Penalty: 4434.292480
	Iteration 19Q: 3 clusters Score -861078.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -861105.937500 Penalty: 4434.292480
	Iteration 20F: 3 clusters Score -861105.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -861129.000000 Penalty: 4434.292480
	Iteration 21Q: 3 clusters Score -861129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -861152.375000 Penalty: 4434.292480
	Iteration 22Q: 3 clusters Score -861152.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -861176.312500 Penalty: 4434.292480
	Iteration 23Q: 3 clusters Score -861176.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -861194.125000 Penalty: 4434.292480
	Iteration 24Q: 3 clusters Score -861194.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -861214.750000 Penalty: 4434.292480
	Iteration 25Q: 3 clusters Score -861214.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -861232.562500 Penalty: 4434.292480
	Iteration 26Q: 3 clusters Score -861232.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -861255.437500 Penalty: 4434.292480
	Iteration 27Q: 3 clusters Score -861255.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -861275.562500 Penalty: 4434.292480
	Iteration 28Q: 3 clusters Score -861275.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -861302.562500 Penalty: 4434.292480
	Iteration 29Q: 3 clusters Score -861302.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -861333.437500 Penalty: 4434.292480
	Iteration 30Q: 3 clusters Score -861333.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -861357.750000 Penalty: 4434.292480
	Iteration 31Q: 3 clusters Score -861357.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -861387.000000 Penalty: 4434.292480
	Iteration 32Q: 3 clusters Score -861387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -861413.000000 Penalty: 4434.292480
	Iteration 33Q: 3 clusters Score -861413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -861442.625000 Penalty: 4434.292480
	Iteration 34Q: 3 clusters Score -861442.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -861469.750000 Penalty: 4434.292480
	Iteration 35Q: 3 clusters Score -861469.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -861494.500000 Penalty: 4434.292480
	Iteration 36Q: 3 clusters Score -861494.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -861520.250000 Penalty: 4434.292480
	Iteration 37Q: 3 clusters Score -861520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -861538.875000 Penalty: 4434.292480
	Iteration 38Q: 3 clusters Score -861538.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -861549.875000 Penalty: 4434.292480
	Iteration 39Q: 3 clusters Score -861549.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -861562.812500 Penalty: 4434.292480
	Iteration 40F: 3 clusters Score -861562.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -861574.562500 Penalty: 4434.292480
	Iteration 41Q: 3 clusters Score -861574.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -861580.375000 Penalty: 4434.292480
	Iteration 42Q: 3 clusters Score -861580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -861588.375000 Penalty: 4434.292480
	Iteration 43Q: 3 clusters Score -861588.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -861597.500000 Penalty: 4434.292480
	Iteration 44Q: 3 clusters Score -861597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -861609.812500 Penalty: 4434.292480
	Iteration 45Q: 3 clusters Score -861609.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -861623.312500 Penalty: 4434.292480
	Iteration 46Q: 3 clusters Score -861623.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -861631.375000 Penalty: 4434.292480
	Iteration 47Q: 3 clusters Score -861631.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -861643.437500 Penalty: 4434.292480
	Iteration 48Q: 3 clusters Score -861643.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -861651.000000 Penalty: 4434.292480
	Iteration 49Q: 3 clusters Score -861651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -861659.937500 Penalty: 4434.292480
	Iteration 50Q: 3 clusters Score -861659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -861669.125000 Penalty: 4434.292480
	Iteration 51Q: 3 clusters Score -861669.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -861681.187500 Penalty: 4434.292480
	Iteration 52Q: 3 clusters Score -861681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -861691.687500 Penalty: 4434.292480
	Iteration 53Q: 3 clusters Score -861691.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -861702.500000 Penalty: 4434.292480
	Iteration 54Q: 3 clusters Score -861702.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -861718.500000 Penalty: 4434.292480
	Iteration 55Q: 3 clusters Score -861718.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -861735.000000 Penalty: 4434.292480
	Iteration 56Q: 3 clusters Score -861735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -861753.375000 Penalty: 4434.292480
	Iteration 57Q: 3 clusters Score -861753.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -861774.250000 Penalty: 4434.292480
	Iteration 58Q: 3 clusters Score -861774.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -861793.187500 Penalty: 4434.292480
	Iteration 59Q: 3 clusters Score -861793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -861808.187500 Penalty: 4434.292480
	Iteration 60F: 3 clusters Score -861808.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -861821.625000 Penalty: 4434.292480
	Iteration 61Q: 3 clusters Score -861821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -861836.187500 Penalty: 4434.292480
	Iteration 62Q: 3 clusters Score -861836.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -861853.625000 Penalty: 4434.292480
	Iteration 63Q: 3 clusters Score -861853.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -861869.187500 Penalty: 4434.292480
	Iteration 64Q: 3 clusters Score -861869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -861886.687500 Penalty: 4434.292480
	Iteration 65Q: 3 clusters Score -861886.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -861908.812500 Penalty: 4434.292480
	Iteration 66Q: 3 clusters Score -861908.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -861924.500000 Penalty: 4434.292480
	Iteration 67Q: 3 clusters Score -861924.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -861936.250000 Penalty: 4434.292480
	Iteration 68Q: 3 clusters Score -861936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -861946.312500 Penalty: 4434.292480
	Iteration 69Q: 3 clusters Score -861946.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -861952.250000 Penalty: 4434.292480
	Iteration 70Q: 3 clusters Score -861952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -861955.312500 Penalty: 4434.292480
	Iteration 71Q: 3 clusters Score -861955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -861959.812500 Penalty: 4434.292480
	Iteration 72Q: 3 clusters Score -861959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -861962.562500 Penalty: 4434.292480
	Iteration 73Q: 3 clusters Score -861962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -861963.875000 Penalty: 4434.292480
	Iteration 74Q: 3 clusters Score -861963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -861971.437500 Penalty: 4434.292480
	Iteration 75Q: 3 clusters Score -861971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -861975.312500 Penalty: 4434.292480
	Iteration 76Q: 3 clusters Score -861975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -861976.125000 Penalty: 4434.292480
	Iteration 77Q: 3 clusters Score -861976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -861979.875000 Penalty: 4434.292480
	Iteration 78Q: 3 clusters Score -861979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -861982.187500 Penalty: 4434.292480
	Iteration 79Q: 3 clusters Score -861982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -861982.687500 Penalty: 4434.292480
	Iteration 80F: 3 clusters Score -861982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -861985.062500 Penalty: 4434.292480
	Iteration 81Q: 3 clusters Score -861985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -861987.875000 Penalty: 4434.292480
	Iteration 82Q: 3 clusters Score -861987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -861988.375000 Penalty: 4434.292480
	Iteration 83Q: 3 clusters Score -861988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -861988.375000 Penalty: 4434.292480
	Iteration 84F: 3 clusters Score -861988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -419286.031250 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -419286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -415550.281250 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -415550.3 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -416630.062500 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -416630.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -417217.656250 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -417217.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -417822.250000 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -417822.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -418262.062500 Penalty: 4078.253418
	Iteration 4F: 3 clusters Score -418262.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -418565.312500 Penalty: 4078.253418
	Iteration 5F: 3 clusters Score -418565.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -418782.500000 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -418782.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -418899.625000 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -418899.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -418974.687500 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -418974.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -419025.031250 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -419025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -419047.937500 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -419047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -419061.343750 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -419061.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -419075.406250 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -419075.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -419091.468750 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -419091.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -419109.375000 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -419109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -419122.406250 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -419122.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -419131.468750 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -419131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -419136.187500 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -419136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -419140.500000 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -419140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -419142.937500 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -419142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -419144.687500 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -419144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -419145.812500 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -419145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -419148.718750 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -419148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -419151.437500 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -419151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -419152.656250 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -419152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -419153.500000 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -419153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -419153.625000 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -419153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -419155.531250 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -419155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -419157.000000 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -419157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -419158.937500 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -419158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -419159.687500 Penalty: 4078.253418
	Iteration 30Q: 3 clusters Score -419159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -419159.750000 Penalty: 4078.253418
	Iteration 31Q: 3 clusters Score -419159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -419160.156250 Penalty: 4078.253418
	Iteration 32Q: 3 clusters Score -419160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -419160.156250 Penalty: 4078.253418
	Iteration 33F: 3 clusters Score -419160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Entering Unmasked Estep 
Score: -1345758.500000 Penalty: 2320.822998
	Iteration 0F: 2 clusters Score -1345758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1337058.500000 Penalty: 4641.645996
	Iteration 0F: 3 clusters Score -1337058 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1340089.000000 Penalty: 4641.645996
	Iteration 1F: 3 clusters Score -1340089 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1340993.000000 Penalty: 4641.645996
	Iteration 2F: 3 clusters Score -1340993 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1342045.375000 Penalty: 4641.645996
	Iteration 3F: 3 clusters Score -1342045 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1343171.625000 Penalty: 4641.645996
	Iteration 4F: 3 clusters Score -1343172 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1344065.625000 Penalty: 4641.645996
	Iteration 5F: 3 clusters Score -1344066 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1344623.875000 Penalty: 4641.645996
	Iteration 6F: 3 clusters Score -1344624 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1344938.250000 Penalty: 4641.645996
	Iteration 7Q: 3 clusters Score -1344938 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1345090.250000 Penalty: 4641.645996
	Iteration 8Q: 3 clusters Score -1345090 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1345173.375000 Penalty: 4641.645996
	Iteration 9Q: 3 clusters Score -1345173 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1345222.625000 Penalty: 4641.645996
	Iteration 10Q: 3 clusters Score -1345223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1345258.125000 Penalty: 4641.645996
	Iteration 11Q: 3 clusters Score -1345258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1345285.375000 Penalty: 4641.645996
	Iteration 12Q: 3 clusters Score -1345285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1345302.125000 Penalty: 4641.645996
	Iteration 13Q: 3 clusters Score -1345302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1345320.625000 Penalty: 4641.645996
	Iteration 14Q: 3 clusters Score -1345321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1345332.000000 Penalty: 4641.645996
	Iteration 15Q: 3 clusters Score -1345332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1345345.250000 Penalty: 4641.645996
	Iteration 16Q: 3 clusters Score -1345345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1345360.875000 Penalty: 4641.645996
	Iteration 17Q: 3 clusters Score -1345361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1345371.500000 Penalty: 4641.645996
	Iteration 18Q: 3 clusters Score -1345372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1345378.875000 Penalty: 4641.645996
	Iteration 19Q: 3 clusters Score -1345379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1345387.000000 Penalty: 4641.645996
	Iteration 20F: 3 clusters Score -1345387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1345394.625000 Penalty: 4641.645996
	Iteration 21Q: 3 clusters Score -1345395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1345401.625000 Penalty: 4641.645996
	Iteration 22Q: 3 clusters Score -1345402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1345408.750000 Penalty: 4641.645996
	Iteration 23Q: 3 clusters Score -1345409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1345415.250000 Penalty: 4641.645996
	Iteration 24Q: 3 clusters Score -1345415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1345413.000000 Penalty: 4641.645996
	Iteration 25Q: 3 clusters Score -1345413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1345416.875000 Penalty: 4641.645996
	Iteration 26Q: 3 clusters Score -1345417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1345413.500000 Penalty: 4641.645996
	Iteration 27Q: 3 clusters Score -1345414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1345416.875000 Penalty: 4641.645996
	Iteration 28Q: 3 clusters Score -1345417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1345411.250000 Penalty: 4641.645996
	Iteration 29Q: 3 clusters Score -1345411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1345413.750000 Penalty: 4641.645996
	Iteration 30Q: 3 clusters Score -1345414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1345415.625000 Penalty: 4641.645996
	Iteration 31Q: 3 clusters Score -1345416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1345417.500000 Penalty: 4641.645996
	Iteration 32Q: 3 clusters Score -1345418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1345414.375000 Penalty: 4641.645996
	Iteration 33Q: 3 clusters Score -1345414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1345415.000000 Penalty: 4641.645996
	Iteration 34Q: 3 clusters Score -1345415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1345419.000000 Penalty: 4641.645996
	Iteration 35Q: 3 clusters Score -1345419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1345418.750000 Penalty: 4641.645996
	Iteration 36Q: 3 clusters Score -1345419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1345416.750000 Penalty: 4641.645996
	Iteration 37Q: 3 clusters Score -1345417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1345416.625000 Penalty: 4641.645996
	Iteration 38Q: 3 clusters Score -1345417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1345418.250000 Penalty: 4641.645996
	Iteration 39Q: 3 clusters Score -1345418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1345421.000000 Penalty: 4641.645996
	Iteration 40F: 3 clusters Score -1345421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1345417.500000 Penalty: 4641.645996
	Iteration 41Q: 3 clusters Score -1345418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1345417.500000 Penalty: 4641.645996
	Iteration 42F: 3 clusters Score -1345418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Entering Unmasked Estep 
Score: -7862515.000000 Penalty: 2751.845459
	Iteration 0F: 2 clusters Score -7862515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -7818051.000000 Penalty: 5503.690918
	Iteration 0F: 3 clusters Score -7818051 nChanged 30832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7835272.000000 Penalty: 5503.690918
	Iteration 1F: 3 clusters Score -7835272 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7835908.500000 Penalty: 5503.690918
	Iteration 2Q: 3 clusters Score -7835908 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7836392.000000 Penalty: 5503.690918
	Iteration 3Q: 3 clusters Score -7836392 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7836887.000000 Penalty: 5503.690918
	Iteration 4Q: 3 clusters Score -7836887 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -7837553.500000 Penalty: 5503.690918
	Iteration 5Q: 3 clusters Score -7837554 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -7838347.500000 Penalty: 5503.690918
	Iteration 6Q: 3 clusters Score -7838348 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7839568.000000 Penalty: 5503.690918
	Iteration 7Q: 3 clusters Score -7839568 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -7841158.000000 Penalty: 5503.690918
	Iteration 8F: 3 clusters Score -7841158 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7842984.500000 Penalty: 5503.690918
	Iteration 9F: 3 clusters Score -7842984 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7844847.000000 Penalty: 5503.690918
	Iteration 10F: 3 clusters Score -7844847 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7846434.500000 Penalty: 5503.690918
	Iteration 11F: 3 clusters Score -7846434 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7847519.500000 Penalty: 5503.690918
	Iteration 12Q: 3 clusters Score -7847520 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -7848280.500000 Penalty: 5503.690918
	Iteration 13Q: 3 clusters Score -7848280 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -7848810.500000 Penalty: 5503.690918
	Iteration 14Q: 3 clusters Score -7848810 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -7849277.500000 Penalty: 5503.690918
	Iteration 15Q: 3 clusters Score -7849278 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -7849717.000000 Penalty: 5503.690918
	Iteration 16Q: 3 clusters Score -7849717 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -7850167.500000 Penalty: 5503.690918
	Iteration 17Q: 3 clusters Score -7850168 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -7850741.500000 Penalty: 5503.690918
	Iteration 18Q: 3 clusters Score -7850742 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -7851312.500000 Penalty: 5503.690918
	Iteration 19Q: 3 clusters Score -7851312 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -7852043.500000 Penalty: 5503.690918
	Iteration 20F: 3 clusters Score -7852044 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -7852874.500000 Penalty: 5503.690918
	Iteration 21Q: 3 clusters Score -7852874 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7853801.000000 Penalty: 5503.690918
	Iteration 22Q: 3 clusters Score -7853801 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -7854726.500000 Penalty: 5503.690918
	Iteration 23Q: 3 clusters Score -7854726 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -7855577.500000 Penalty: 5503.690918
	Iteration 24Q: 3 clusters Score -7855578 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -7856309.500000 Penalty: 5503.690918
	Iteration 25Q: 3 clusters Score -7856310 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7856914.000000 Penalty: 5503.690918
	Iteration 26Q: 3 clusters Score -7856914 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -7857419.500000 Penalty: 5503.690918
	Iteration 27Q: 3 clusters Score -7857420 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -7857769.500000 Penalty: 5503.690918
	Iteration 28Q: 3 clusters Score -7857770 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -7858118.000000 Penalty: 5503.690918
	Iteration 29Q: 3 clusters Score -7858118 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -7858446.500000 Penalty: 5503.690918
	Iteration 30Q: 3 clusters Score -7858446 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -7858670.500000 Penalty: 5503.690918
	Iteration 31Q: 3 clusters Score -7858670 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -7858903.500000 Penalty: 5503.690918
	Iteration 32Q: 3 clusters Score -7858904 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -7859035.000000 Penalty: 5503.690918
	Iteration 33Q: 3 clusters Score -7859035 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -7859211.500000 Penalty: 5503.690918
	Iteration 34Q: 3 clusters Score -7859212 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -7859345.000000 Penalty: 5503.690918
	Iteration 35Q: 3 clusters Score -7859345 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -7859450.000000 Penalty: 5503.690918
	Iteration 36Q: 3 clusters Score -7859450 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -7859557.500000 Penalty: 5503.690918
	Iteration 37Q: 3 clusters Score -7859558 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -7859655.000000 Penalty: 5503.690918
	Iteration 38Q: 3 clusters Score -7859655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -7859742.500000 Penalty: 5503.690918
	Iteration 39Q: 3 clusters Score -7859742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -7859807.500000 Penalty: 5503.690918
	Iteration 40F: 3 clusters Score -7859808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -7859853.500000 Penalty: 5503.690918
	Iteration 41Q: 3 clusters Score -7859854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7859891.000000 Penalty: 5503.690918
	Iteration 42Q: 3 clusters Score -7859891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -7859940.500000 Penalty: 5503.690918
	Iteration 43Q: 3 clusters Score -7859940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -7859971.500000 Penalty: 5503.690918
	Iteration 44Q: 3 clusters Score -7859972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -7860002.500000 Penalty: 5503.690918
	Iteration 45Q: 3 clusters Score -7860002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -7860018.000000 Penalty: 5503.690918
	Iteration 46Q: 3 clusters Score -7860018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -7860052.500000 Penalty: 5503.690918
	Iteration 47Q: 3 clusters Score -7860052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -7860075.500000 Penalty: 5503.690918
	Iteration 48Q: 3 clusters Score -7860076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -7860086.500000 Penalty: 5503.690918
	Iteration 49Q: 3 clusters Score -7860086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -7860100.500000 Penalty: 5503.690918
	Iteration 50Q: 3 clusters Score -7860100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7860103.000000 Penalty: 5503.690918
	Iteration 51Q: 3 clusters Score -7860103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -7860120.500000 Penalty: 5503.690918
	Iteration 52Q: 3 clusters Score -7860120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -7860120.000000 Penalty: 5503.690918
	Iteration 53Q: 3 clusters Score -7860120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -7860126.000000 Penalty: 5503.690918
	Iteration 54Q: 3 clusters Score -7860126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -7860121.500000 Penalty: 5503.690918
	Iteration 55Q: 3 clusters Score -7860122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -7860128.000000 Penalty: 5503.690918
	Iteration 56Q: 3 clusters Score -7860128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -7860126.500000 Penalty: 5503.690918
	Iteration 57Q: 3 clusters Score -7860126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -7860129.500000 Penalty: 5503.690918
	Iteration 58Q: 3 clusters Score -7860130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -7860133.500000 Penalty: 5503.690918
	Iteration 59Q: 3 clusters Score -7860134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -7860134.000000 Penalty: 5503.690918
	Iteration 60F: 3 clusters Score -7860134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7860139.500000 Penalty: 5503.690918
	Iteration 61Q: 3 clusters Score -7860140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -7860142.000000 Penalty: 5503.690918
	Iteration 62Q: 3 clusters Score -7860142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -7860138.500000 Penalty: 5503.690918
	Iteration 63Q: 3 clusters Score -7860138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -7860136.000000 Penalty: 5503.690918
	Iteration 64Q: 3 clusters Score -7860136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -7860136.000000 Penalty: 5503.690918
	Iteration 65F: 3 clusters Score -7860136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -247722.109375 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -247722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -244982.203125 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -244982.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -245496.859375 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -245496.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -245623.500000 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -245623.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -245687.218750 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -245687.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -245722.171875 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -245722.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -245746.937500 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -245746.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -245766.750000 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -245766.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245782.343750 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -245782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245795.843750 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -245795.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -245811.531250 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -245811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -245816.765625 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -245816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -245820.562500 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -245820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -245824.421875 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -245824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245827.984375 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -245828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -245830.484375 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -245830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -245834.593750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -245834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -245837.640625 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -245837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245837.750000 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -245837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245837.750000 Penalty: 3806.379883
	Iteration 18F: 3 clusters Score -245837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Entering Unmasked Estep 
Score: -1704182.750000 Penalty: 2372.294678
	Iteration 0F: 2 clusters Score -1704183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1693824.625000 Penalty: 4744.589355
	Iteration 0F: 3 clusters Score -1693825 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1696998.875000 Penalty: 4744.589355
	Iteration 1F: 3 clusters Score -1696999 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1697362.750000 Penalty: 4744.589355
	Iteration 2F: 3 clusters Score -1697363 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1697656.875000 Penalty: 4744.589355
	Iteration 3Q: 3 clusters Score -1697657 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1697923.125000 Penalty: 4744.589355
	Iteration 4Q: 3 clusters Score -1697923 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1698142.250000 Penalty: 4744.589355
	Iteration 5Q: 3 clusters Score -1698142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1698331.750000 Penalty: 4744.589355
	Iteration 6Q: 3 clusters Score -1698332 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1698483.375000 Penalty: 4744.589355
	Iteration 7Q: 3 clusters Score -1698483 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1698612.500000 Penalty: 4744.589355
	Iteration 8Q: 3 clusters Score -1698612 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1698734.875000 Penalty: 4744.589355
	Iteration 9Q: 3 clusters Score -1698735 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1698842.500000 Penalty: 4744.589355
	Iteration 10Q: 3 clusters Score -1698842 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1698946.625000 Penalty: 4744.589355
	Iteration 11Q: 3 clusters Score -1698947 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1699033.000000 Penalty: 4744.589355
	Iteration 12Q: 3 clusters Score -1699033 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1699134.375000 Penalty: 4744.589355
	Iteration 13Q: 3 clusters Score -1699134 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1699221.750000 Penalty: 4744.589355
	Iteration 14Q: 3 clusters Score -1699222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1699302.750000 Penalty: 4744.589355
	Iteration 15Q: 3 clusters Score -1699303 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1699398.875000 Penalty: 4744.589355
	Iteration 16Q: 3 clusters Score -1699399 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1699488.250000 Penalty: 4744.589355
	Iteration 17Q: 3 clusters Score -1699488 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1699572.625000 Penalty: 4744.589355
	Iteration 18Q: 3 clusters Score -1699573 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1699652.750000 Penalty: 4744.589355
	Iteration 19Q: 3 clusters Score -1699653 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1699733.500000 Penalty: 4744.589355
	Iteration 20F: 3 clusters Score -1699734 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1699797.125000 Penalty: 4744.589355
	Iteration 21Q: 3 clusters Score -1699797 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1699893.750000 Penalty: 4744.589355
	Iteration 22Q: 3 clusters Score -1699894 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1700010.500000 Penalty: 4744.589355
	Iteration 23Q: 3 clusters Score -1700010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1700112.750000 Penalty: 4744.589355
	Iteration 24Q: 3 clusters Score -1700113 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1700220.125000 Penalty: 4744.589355
	Iteration 25Q: 3 clusters Score -1700220 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1700349.250000 Penalty: 4744.589355
	Iteration 26Q: 3 clusters Score -1700349 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1700505.000000 Penalty: 4744.589355
	Iteration 27Q: 3 clusters Score -1700505 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1700685.875000 Penalty: 4744.589355
	Iteration 28Q: 3 clusters Score -1700686 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1700872.375000 Penalty: 4744.589355
	Iteration 29Q: 3 clusters Score -1700872 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1701075.250000 Penalty: 4744.589355
	Iteration 30Q: 3 clusters Score -1701075 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1701241.375000 Penalty: 4744.589355
	Iteration 31Q: 3 clusters Score -1701241 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1701376.250000 Penalty: 4744.589355
	Iteration 32Q: 3 clusters Score -1701376 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1701506.875000 Penalty: 4744.589355
	Iteration 33Q: 3 clusters Score -1701507 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1701609.500000 Penalty: 4744.589355
	Iteration 34Q: 3 clusters Score -1701610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1701702.750000 Penalty: 4744.589355
	Iteration 35Q: 3 clusters Score -1701703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1701772.125000 Penalty: 4744.589355
	Iteration 36Q: 3 clusters Score -1701772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1701829.125000 Penalty: 4744.589355
	Iteration 37Q: 3 clusters Score -1701829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1701870.375000 Penalty: 4744.589355
	Iteration 38Q: 3 clusters Score -1701870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1701901.500000 Penalty: 4744.589355
	Iteration 39Q: 3 clusters Score -1701902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1701947.250000 Penalty: 4744.589355
	Iteration 40F: 3 clusters Score -1701947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1701984.750000 Penalty: 4744.589355
	Iteration 41Q: 3 clusters Score -1701985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1702001.500000 Penalty: 4744.589355
	Iteration 42Q: 3 clusters Score -1702002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1702016.125000 Penalty: 4744.589355
	Iteration 43Q: 3 clusters Score -1702016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1702028.000000 Penalty: 4744.589355
	Iteration 44Q: 3 clusters Score -1702028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1702040.000000 Penalty: 4744.589355
	Iteration 45Q: 3 clusters Score -1702040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1702045.125000 Penalty: 4744.589355
	Iteration 46Q: 3 clusters Score -1702045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1702055.875000 Penalty: 4744.589355
	Iteration 47Q: 3 clusters Score -1702056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1702065.750000 Penalty: 4744.589355
	Iteration 48Q: 3 clusters Score -1702066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1702080.375000 Penalty: 4744.589355
	Iteration 49Q: 3 clusters Score -1702080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1702091.000000 Penalty: 4744.589355
	Iteration 50Q: 3 clusters Score -1702091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1702101.125000 Penalty: 4744.589355
	Iteration 51Q: 3 clusters Score -1702101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1702105.000000 Penalty: 4744.589355
	Iteration 52Q: 3 clusters Score -1702105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1702111.500000 Penalty: 4744.589355
	Iteration 53Q: 3 clusters Score -1702112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1702111.500000 Penalty: 4744.589355
	Iteration 54Q: 3 clusters Score -1702112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1702112.750000 Penalty: 4744.589355
	Iteration 55Q: 3 clusters Score -1702113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1702110.625000 Penalty: 4744.589355
	Iteration 56Q: 3 clusters Score -1702111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1702113.625000 Penalty: 4744.589355
	Iteration 57Q: 3 clusters Score -1702114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1702114.375000 Penalty: 4744.589355
	Iteration 58Q: 3 clusters Score -1702114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1702116.750000 Penalty: 4744.589355
	Iteration 59Q: 3 clusters Score -1702117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1702122.375000 Penalty: 4744.589355
	Iteration 60F: 3 clusters Score -1702122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1702128.500000 Penalty: 4744.589355
	Iteration 61Q: 3 clusters Score -1702128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1702130.375000 Penalty: 4744.589355
	Iteration 62Q: 3 clusters Score -1702130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1702127.625000 Penalty: 4744.589355
	Iteration 63Q: 3 clusters Score -1702128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1702130.625000 Penalty: 4744.589355
	Iteration 64Q: 3 clusters Score -1702131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1702130.625000 Penalty: 4744.589355
	Iteration 65Q: 3 clusters Score -1702131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1702133.000000 Penalty: 4744.589355
	Iteration 66Q: 3 clusters Score -1702133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1702133.125000 Penalty: 4744.589355
	Iteration 67Q: 3 clusters Score -1702133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1702133.125000 Penalty: 4744.589355
	Iteration 68F: 3 clusters Score -1702133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Entering Unmasked Estep 
Score: -8511977.000000 Penalty: 2770.808838
	Iteration 0F: 2 clusters Score -8511977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -8464266.000000 Penalty: 5541.617676
	Iteration 0F: 3 clusters Score -8464266 nChanged 33309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -8483086.000000 Penalty: 5541.617676
	Iteration 1F: 3 clusters Score -8483086 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -8483982.000000 Penalty: 5541.617676
	Iteration 2Q: 3 clusters Score -8483982 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -8485095.000000 Penalty: 5541.617676
	Iteration 3Q: 3 clusters Score -8485095 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8486458.000000 Penalty: 5541.617676
	Iteration 4Q: 3 clusters Score -8486458 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8488066.000000 Penalty: 5541.617676
	Iteration 5F: 3 clusters Score -8488066 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8489915.000000 Penalty: 5541.617676
	Iteration 6F: 3 clusters Score -8489915 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -8492108.000000 Penalty: 5541.617676
	Iteration 7F: 3 clusters Score -8492108 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -8494290.000000 Penalty: 5541.617676
	Iteration 8F: 3 clusters Score -8494290 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -8496712.000000 Penalty: 5541.617676
	Iteration 9F: 3 clusters Score -8496712 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -8499362.000000 Penalty: 5541.617676
	Iteration 10F: 3 clusters Score -8499362 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -8502187.000000 Penalty: 5541.617676
	Iteration 11F: 3 clusters Score -8502187 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -8504858.000000 Penalty: 5541.617676
	Iteration 12Q: 3 clusters Score -8504858 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -8506974.000000 Penalty: 5541.617676
	Iteration 13Q: 3 clusters Score -8506974 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -8508263.000000 Penalty: 5541.617676
	Iteration 14Q: 3 clusters Score -8508263 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -8508900.000000 Penalty: 5541.617676
	Iteration 15Q: 3 clusters Score -8508900 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -8509192.000000 Penalty: 5541.617676
	Iteration 16Q: 3 clusters Score -8509192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -8509332.000000 Penalty: 5541.617676
	Iteration 17Q: 3 clusters Score -8509332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -8509388.000000 Penalty: 5541.617676
	Iteration 18Q: 3 clusters Score -8509388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -8509445.000000 Penalty: 5541.617676
	Iteration 19Q: 3 clusters Score -8509445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -8509486.000000 Penalty: 5541.617676
	Iteration 20F: 3 clusters Score -8509486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -8509500.000000 Penalty: 5541.617676
	Iteration 21Q: 3 clusters Score -8509500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8509531.000000 Penalty: 5541.617676
	Iteration 22Q: 3 clusters Score -8509531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -8509550.000000 Penalty: 5541.617676
	Iteration 23Q: 3 clusters Score -8509550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -8509571.000000 Penalty: 5541.617676
	Iteration 24Q: 3 clusters Score -8509571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -8509585.000000 Penalty: 5541.617676
	Iteration 25Q: 3 clusters Score -8509585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -8509607.000000 Penalty: 5541.617676
	Iteration 26Q: 3 clusters Score -8509607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -8509603.000000 Penalty: 5541.617676
	Iteration 27Q: 3 clusters Score -8509603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -8509608.000000 Penalty: 5541.617676
	Iteration 28Q: 3 clusters Score -8509608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -8509611.000000 Penalty: 5541.617676
	Iteration 29Q: 3 clusters Score -8509611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -8509611.000000 Penalty: 5541.617676
	Iteration 30Q: 3 clusters Score -8509611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -8509611.000000 Penalty: 5541.617676
	Iteration 31F: 3 clusters Score -8509611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -222243.515625 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -222243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -219616.546875 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -219616.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220060.625000 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -220060.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -220180.187500 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -220180.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -220250.171875 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -220250.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220300.312500 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -220300.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -220349.093750 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -220349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220388.640625 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -220388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220417.343750 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -220417.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220438.734375 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -220438.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -220452.843750 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -220452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220465.062500 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -220465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220471.921875 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -220471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220477.937500 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -220477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220482.343750 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -220482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220486.218750 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -220486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220492.734375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -220492.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220496.750000 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -220496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220498.812500 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -220498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -220500.375000 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -220500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220502.046875 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -220502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220502.656250 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -220502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220502.531250 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -220502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220502.937500 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -220502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220503.765625 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -220503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220504.265625 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -220504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220505.250000 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -220505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220506.687500 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -220506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220508.890625 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -220508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220512.937500 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -220512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220516.359375 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -220516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220519.250000 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -220519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220520.546875 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -220520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -220521.046875 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -220521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220521.531250 Penalty: 3777.187988
	Iteration 33Q: 3 clusters Score -220521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220522.609375 Penalty: 3777.187988
	Iteration 34Q: 3 clusters Score -220522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220523.046875 Penalty: 3777.187988
	Iteration 35Q: 3 clusters Score -220523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220524.718750 Penalty: 3777.187988
	Iteration 36Q: 3 clusters Score -220524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220524.718750 Penalty: 3777.187988
	Iteration 37F: 3 clusters Score -220524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -877134.750000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -877134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -870930.562500 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -870930.6 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -872606.687500 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -872606.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -872881.000000 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -872881 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -873068.937500 Penalty: 4439.207031
	Iteration 3Q: 3 clusters Score -873068.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -873227.687500 Penalty: 4439.207031
	Iteration 4Q: 3 clusters Score -873227.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -873385.000000 Penalty: 4439.207031
	Iteration 5Q: 3 clusters Score -873385 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -873516.812500 Penalty: 4439.207031
	Iteration 6Q: 3 clusters Score -873516.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -873646.062500 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -873646.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -873798.812500 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -873798.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -873920.625000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -873920.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -874051.062500 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -874051.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -874189.625000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -874189.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -874331.125000 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -874331.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -874466.250000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -874466.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -874597.875000 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -874597.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -874715.500000 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -874715.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -874815.750000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -874815.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -874905.437500 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -874905.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -874975.062500 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -874975.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -875037.375000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -875037.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -875095.250000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -875095.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -875147.500000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -875147.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -875201.812500 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -875201.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -875248.625000 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -875248.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -875296.000000 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -875296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -875324.437500 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -875324.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -875351.625000 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -875351.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -875366.937500 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -875366.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -875379.312500 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -875379.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -875389.687500 Penalty: 4439.207031
	Iteration 29Q: 3 clusters Score -875389.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -875401.000000 Penalty: 4439.207031
	Iteration 30Q: 3 clusters Score -875401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -875409.562500 Penalty: 4439.207031
	Iteration 31Q: 3 clusters Score -875409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -875424.000000 Penalty: 4439.207031
	Iteration 32Q: 3 clusters Score -875424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -875433.500000 Penalty: 4439.207031
	Iteration 33Q: 3 clusters Score -875433.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -875443.812500 Penalty: 4439.207031
	Iteration 34Q: 3 clusters Score -875443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -875453.312500 Penalty: 4439.207031
	Iteration 35Q: 3 clusters Score -875453.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -875459.687500 Penalty: 4439.207031
	Iteration 36Q: 3 clusters Score -875459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -875467.062500 Penalty: 4439.207031
	Iteration 37Q: 3 clusters Score -875467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -875471.500000 Penalty: 4439.207031
	Iteration 38Q: 3 clusters Score -875471.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -875481.437500 Penalty: 4439.207031
	Iteration 39Q: 3 clusters Score -875481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -875487.062500 Penalty: 4439.207031
	Iteration 40F: 3 clusters Score -875487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -875491.562500 Penalty: 4439.207031
	Iteration 41Q: 3 clusters Score -875491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -875494.937500 Penalty: 4439.207031
	Iteration 42Q: 3 clusters Score -875494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -875498.812500 Penalty: 4439.207031
	Iteration 43Q: 3 clusters Score -875498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -875502.937500 Penalty: 4439.207031
	Iteration 44Q: 3 clusters Score -875502.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -875507.625000 Penalty: 4439.207031
	Iteration 45Q: 3 clusters Score -875507.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -875509.437500 Penalty: 4439.207031
	Iteration 46Q: 3 clusters Score -875509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -875515.187500 Penalty: 4439.207031
	Iteration 47Q: 3 clusters Score -875515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -875522.437500 Penalty: 4439.207031
	Iteration 48Q: 3 clusters Score -875522.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -875526.375000 Penalty: 4439.207031
	Iteration 49Q: 3 clusters Score -875526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -875530.312500 Penalty: 4439.207031
	Iteration 50Q: 3 clusters Score -875530.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -875537.000000 Penalty: 4439.207031
	Iteration 51Q: 3 clusters Score -875537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -875538.000000 Penalty: 4439.207031
	Iteration 52Q: 3 clusters Score -875538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -875547.000000 Penalty: 4439.207031
	Iteration 53Q: 3 clusters Score -875547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -875550.312500 Penalty: 4439.207031
	Iteration 54Q: 3 clusters Score -875550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -875560.062500 Penalty: 4439.207031
	Iteration 55Q: 3 clusters Score -875560.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -875566.937500 Penalty: 4439.207031
	Iteration 56Q: 3 clusters Score -875566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -875573.437500 Penalty: 4439.207031
	Iteration 57Q: 3 clusters Score -875573.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -875580.437500 Penalty: 4439.207031
	Iteration 58Q: 3 clusters Score -875580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -875586.625000 Penalty: 4439.207031
	Iteration 59Q: 3 clusters Score -875586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -875592.437500 Penalty: 4439.207031
	Iteration 60F: 3 clusters Score -875592.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -875602.687500 Penalty: 4439.207031
	Iteration 61Q: 3 clusters Score -875602.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -875607.625000 Penalty: 4439.207031
	Iteration 62Q: 3 clusters Score -875607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -875619.250000 Penalty: 4439.207031
	Iteration 63Q: 3 clusters Score -875619.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -875624.812500 Penalty: 4439.207031
	Iteration 64Q: 3 clusters Score -875624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -875627.750000 Penalty: 4439.207031
	Iteration 65Q: 3 clusters Score -875627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -875630.687500 Penalty: 4439.207031
	Iteration 66Q: 3 clusters Score -875630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -875633.937500 Penalty: 4439.207031
	Iteration 67Q: 3 clusters Score -875633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -875636.437500 Penalty: 4439.207031
	Iteration 68Q: 3 clusters Score -875636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -875636.187500 Penalty: 4439.207031
	Iteration 69Q: 3 clusters Score -875636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -875639.250000 Penalty: 4439.207031
	Iteration 70Q: 3 clusters Score -875639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -875641.375000 Penalty: 4439.207031
	Iteration 71Q: 3 clusters Score -875641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -875643.062500 Penalty: 4439.207031
	Iteration 72Q: 3 clusters Score -875643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -875643.437500 Penalty: 4439.207031
	Iteration 73Q: 3 clusters Score -875643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -875644.500000 Penalty: 4439.207031
	Iteration 74Q: 3 clusters Score -875644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -875644.187500 Penalty: 4439.207031
	Iteration 75Q: 3 clusters Score -875644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -875644.562500 Penalty: 4439.207031
	Iteration 76Q: 3 clusters Score -875644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -875644.562500 Penalty: 4439.207031
	Iteration 77F: 3 clusters Score -875644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -557040.687500 Penalty: 2109.420410
	Iteration 0F: 2 clusters Score -557040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -552577.812500 Penalty: 4218.840820
	Iteration 0F: 3 clusters Score -552577.8 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -553677.687500 Penalty: 4218.840820
	Iteration 1F: 3 clusters Score -553677.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -553908.937500 Penalty: 4218.840820
	Iteration 2F: 3 clusters Score -553908.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -554069.875000 Penalty: 4218.840820
	Iteration 3F: 3 clusters Score -554069.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -554202.625000 Penalty: 4218.840820
	Iteration 4Q: 3 clusters Score -554202.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -554314.250000 Penalty: 4218.840820
	Iteration 5Q: 3 clusters Score -554314.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -554433.625000 Penalty: 4218.840820
	Iteration 6Q: 3 clusters Score -554433.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -554543.687500 Penalty: 4218.840820
	Iteration 7Q: 3 clusters Score -554543.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -554658.000000 Penalty: 4218.840820
	Iteration 8Q: 3 clusters Score -554658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -554747.125000 Penalty: 4218.840820
	Iteration 9Q: 3 clusters Score -554747.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -554812.625000 Penalty: 4218.840820
	Iteration 10Q: 3 clusters Score -554812.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -554862.750000 Penalty: 4218.840820
	Iteration 11Q: 3 clusters Score -554862.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -554908.312500 Penalty: 4218.840820
	Iteration 12Q: 3 clusters Score -554908.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -554952.500000 Penalty: 4218.840820
	Iteration 13Q: 3 clusters Score -554952.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -554990.500000 Penalty: 4218.840820
	Iteration 14Q: 3 clusters Score -554990.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -555021.875000 Penalty: 4218.840820
	Iteration 15Q: 3 clusters Score -555021.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -555050.250000 Penalty: 4218.840820
	Iteration 16Q: 3 clusters Score -555050.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -555074.562500 Penalty: 4218.840820
	Iteration 17Q: 3 clusters Score -555074.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -555093.312500 Penalty: 4218.840820
	Iteration 18Q: 3 clusters Score -555093.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -555107.687500 Penalty: 4218.840820
	Iteration 19Q: 3 clusters Score -555107.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -555116.875000 Penalty: 4218.840820
	Iteration 20F: 3 clusters Score -555116.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -555123.687500 Penalty: 4218.840820
	Iteration 21Q: 3 clusters Score -555123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -555131.125000 Penalty: 4218.840820
	Iteration 22Q: 3 clusters Score -555131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -555135.062500 Penalty: 4218.840820
	Iteration 23Q: 3 clusters Score -555135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -555138.687500 Penalty: 4218.840820
	Iteration 24Q: 3 clusters Score -555138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -555143.250000 Penalty: 4218.840820
	Iteration 25Q: 3 clusters Score -555143.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -555143.250000 Penalty: 4218.840820
	Iteration 26Q: 3 clusters Score -555143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -555144.625000 Penalty: 4218.840820
	Iteration 27Q: 3 clusters Score -555144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -555146.187500 Penalty: 4218.840820
	Iteration 28Q: 3 clusters Score -555146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -555148.375000 Penalty: 4218.840820
	Iteration 29Q: 3 clusters Score -555148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -555150.437500 Penalty: 4218.840820
	Iteration 30Q: 3 clusters Score -555150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -555154.062500 Penalty: 4218.840820
	Iteration 31Q: 3 clusters Score -555154.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -555156.937500 Penalty: 4218.840820
	Iteration 32Q: 3 clusters Score -555156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -555158.375000 Penalty: 4218.840820
	Iteration 33Q: 3 clusters Score -555158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -555159.062500 Penalty: 4218.840820
	Iteration 34Q: 3 clusters Score -555159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -555159.125000 Penalty: 4218.840820
	Iteration 35Q: 3 clusters Score -555159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -555162.250000 Penalty: 4218.840820
	Iteration 36Q: 3 clusters Score -555162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -555163.937500 Penalty: 4218.840820
	Iteration 37Q: 3 clusters Score -555163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -555165.062500 Penalty: 4218.840820
	Iteration 38Q: 3 clusters Score -555165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -555166.000000 Penalty: 4218.840820
	Iteration 39Q: 3 clusters Score -555166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -555169.437500 Penalty: 4218.840820
	Iteration 40F: 3 clusters Score -555169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -555172.937500 Penalty: 4218.840820
	Iteration 41Q: 3 clusters Score -555172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -555174.812500 Penalty: 4218.840820
	Iteration 42Q: 3 clusters Score -555174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -555179.937500 Penalty: 4218.840820
	Iteration 43Q: 3 clusters Score -555179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -555181.312500 Penalty: 4218.840820
	Iteration 44Q: 3 clusters Score -555181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -555184.187500 Penalty: 4218.840820
	Iteration 45Q: 3 clusters Score -555184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -555186.562500 Penalty: 4218.840820
	Iteration 46Q: 3 clusters Score -555186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -555187.000000 Penalty: 4218.840820
	Iteration 47Q: 3 clusters Score -555187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -555190.687500 Penalty: 4218.840820
	Iteration 48Q: 3 clusters Score -555190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -555193.062500 Penalty: 4218.840820
	Iteration 49Q: 3 clusters Score -555193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -555195.687500 Penalty: 4218.840820
	Iteration 50Q: 3 clusters Score -555195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -555195.750000 Penalty: 4218.840820
	Iteration 51Q: 3 clusters Score -555195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -555195.750000 Penalty: 4218.840820
	Iteration 52F: 3 clusters Score -555195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Entering Unmasked Estep 
Score: -1207953.625000 Penalty: 2303.066895
	Iteration 0F: 2 clusters Score -1207954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1199813.125000 Penalty: 4606.133789
	Iteration 0F: 3 clusters Score -1199813 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1202258.875000 Penalty: 4606.133789
	Iteration 1F: 3 clusters Score -1202259 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1202831.125000 Penalty: 4606.133789
	Iteration 2F: 3 clusters Score -1202831 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1203369.125000 Penalty: 4606.133789
	Iteration 3F: 3 clusters Score -1203369 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1203812.375000 Penalty: 4606.133789
	Iteration 4F: 3 clusters Score -1203812 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1204200.125000 Penalty: 4606.133789
	Iteration 5F: 3 clusters Score -1204200 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1204493.625000 Penalty: 4606.133789
	Iteration 6Q: 3 clusters Score -1204494 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1204768.625000 Penalty: 4606.133789
	Iteration 7Q: 3 clusters Score -1204769 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1204987.500000 Penalty: 4606.133789
	Iteration 8Q: 3 clusters Score -1204988 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1205176.875000 Penalty: 4606.133789
	Iteration 9Q: 3 clusters Score -1205177 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1205335.000000 Penalty: 4606.133789
	Iteration 10Q: 3 clusters Score -1205335 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1205464.875000 Penalty: 4606.133789
	Iteration 11Q: 3 clusters Score -1205465 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1205572.250000 Penalty: 4606.133789
	Iteration 12Q: 3 clusters Score -1205572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1205637.625000 Penalty: 4606.133789
	Iteration 13Q: 3 clusters Score -1205638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1205692.625000 Penalty: 4606.133789
	Iteration 14Q: 3 clusters Score -1205693 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1205741.125000 Penalty: 4606.133789
	Iteration 15Q: 3 clusters Score -1205741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1205776.875000 Penalty: 4606.133789
	Iteration 16Q: 3 clusters Score -1205777 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1205802.750000 Penalty: 4606.133789
	Iteration 17Q: 3 clusters Score -1205803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1205829.125000 Penalty: 4606.133789
	Iteration 18Q: 3 clusters Score -1205829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1205844.875000 Penalty: 4606.133789
	Iteration 19Q: 3 clusters Score -1205845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1205858.000000 Penalty: 4606.133789
	Iteration 20F: 3 clusters Score -1205858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1205871.125000 Penalty: 4606.133789
	Iteration 21Q: 3 clusters Score -1205871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1205883.375000 Penalty: 4606.133789
	Iteration 22Q: 3 clusters Score -1205883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1205890.250000 Penalty: 4606.133789
	Iteration 23Q: 3 clusters Score -1205890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1205893.250000 Penalty: 4606.133789
	Iteration 24Q: 3 clusters Score -1205893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1205898.250000 Penalty: 4606.133789
	Iteration 25Q: 3 clusters Score -1205898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1205904.375000 Penalty: 4606.133789
	Iteration 26Q: 3 clusters Score -1205904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1205912.750000 Penalty: 4606.133789
	Iteration 27Q: 3 clusters Score -1205913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1205915.500000 Penalty: 4606.133789
	Iteration 28Q: 3 clusters Score -1205916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1205922.875000 Penalty: 4606.133789
	Iteration 29Q: 3 clusters Score -1205923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1205933.250000 Penalty: 4606.133789
	Iteration 30Q: 3 clusters Score -1205933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1205938.625000 Penalty: 4606.133789
	Iteration 31Q: 3 clusters Score -1205939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1205943.250000 Penalty: 4606.133789
	Iteration 32Q: 3 clusters Score -1205943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1205943.125000 Penalty: 4606.133789
	Iteration 33Q: 3 clusters Score -1205943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1205947.500000 Penalty: 4606.133789
	Iteration 34Q: 3 clusters Score -1205948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1205947.250000 Penalty: 4606.133789
	Iteration 35Q: 3 clusters Score -1205947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1205953.125000 Penalty: 4606.133789
	Iteration 36Q: 3 clusters Score -1205953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1205955.250000 Penalty: 4606.133789
	Iteration 37Q: 3 clusters Score -1205955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1205956.000000 Penalty: 4606.133789
	Iteration 38Q: 3 clusters Score -1205956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1205956.500000 Penalty: 4606.133789
	Iteration 39Q: 3 clusters Score -1205956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1205956.375000 Penalty: 4606.133789
	Iteration 40F: 3 clusters Score -1205956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1205960.000000 Penalty: 4606.133789
	Iteration 41Q: 3 clusters Score -1205960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1205959.750000 Penalty: 4606.133789
	Iteration 42Q: 3 clusters Score -1205960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1205960.500000 Penalty: 4606.133789
	Iteration 43Q: 3 clusters Score -1205960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1205960.750000 Penalty: 4606.133789
	Iteration 44Q: 3 clusters Score -1205961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1205960.875000 Penalty: 4606.133789
	Iteration 45Q: 3 clusters Score -1205961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1205960.875000 Penalty: 4606.133789
	Iteration 46F: 3 clusters Score -1205961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -307436.437500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -307436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304288.156250 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -304288.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304990.375000 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -304990.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -305190.093750 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -305190.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -305311.000000 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -305311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305365.562500 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -305365.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -305397.593750 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -305397.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -305421.812500 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -305421.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -305443.750000 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -305443.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -305463.000000 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -305463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -305483.468750 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -305483.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -305496.000000 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -305496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -305506.343750 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -305506.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -305514.062500 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -305514.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -305529.250000 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -305529.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -305550.281250 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -305550.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -305586.968750 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -305587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -305627.000000 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -305627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -305662.312500 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -305662.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -305700.906250 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -305700.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -305763.468750 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -305763.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -305824.000000 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -305824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -305885.687500 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -305885.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -305943.718750 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -305943.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -305998.562500 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -305998.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -306064.062500 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -306064.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -306129.968750 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -306130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -306177.468750 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -306177.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -306228.718750 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -306228.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -306268.343750 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -306268.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -306288.625000 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -306288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -306300.593750 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -306300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -306306.656250 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -306306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -306315.125000 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -306315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -306328.625000 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -306328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -306341.281250 Penalty: 3950.048828
	Iteration 34Q: 3 clusters Score -306341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -306345.500000 Penalty: 3950.048828
	Iteration 35Q: 3 clusters Score -306345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -306349.406250 Penalty: 3950.048828
	Iteration 36Q: 3 clusters Score -306349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -306349.937500 Penalty: 3950.048828
	Iteration 37F: 3 clusters Score -306349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -306355.125000 Penalty: 3950.048828
	Iteration 38Q: 3 clusters Score -306355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -306355.875000 Penalty: 3950.048828
	Iteration 39Q: 3 clusters Score -306355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -306356.312500 Penalty: 3950.048828
	Iteration 40F: 3 clusters Score -306356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -310517.156250 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -310517.2 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 1516 members 
Entering Unmasked Estep 
Score: -307224.031250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -307224 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -308176.937500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -308176.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -308559.125000 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -308559.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -308778.156250 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -308778.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -308935.718750 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -308935.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -309078.218750 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -309078.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -309180.343750 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -309180.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -309272.031250 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -309272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -309328.062500 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -309328.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -309378.406250 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -309378.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -309427.468750 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -309427.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -309472.343750 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -309472.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -309517.562500 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -309517.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -309567.093750 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -309567.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -309612.937500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -309612.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -309646.375000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -309646.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -309675.218750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -309675.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -309694.093750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -309694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309702.250000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -309702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309707.781250 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -309707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -309711.125000 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -309711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -309718.312500 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -309718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -309727.343750 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -309727.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -309738.937500 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -309738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -309748.687500 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -309748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -309753.968750 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -309754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -309767.812500 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -309767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -309795.281250 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -309795.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -309828.343750 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -309828.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -309842.093750 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -309842.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309853.968750 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -309854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -309869.656250 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -309869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -309886.250000 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -309886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -309892.093750 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -309892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -309897.156250 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -309897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -309906.187500 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -309906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -309910.093750 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -309910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -309910.937500 Penalty: 3983.405762
	Iteration 37Q: 3 clusters Score -309910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -309910.937500 Penalty: 3983.405762
	Iteration 38F: 3 clusters Score -309910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -528482.937500 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -528482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -524228.937500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -524228.9 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -525253.875000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -525253.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -525438.437500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -525438.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -525532.500000 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -525532.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -525588.875000 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -525588.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -525625.937500 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -525625.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -525659.312500 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -525659.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -525690.375000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -525690.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -525711.187500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -525711.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -525730.250000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -525730.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -525748.187500 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -525748.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525762.312500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -525762.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -525773.625000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -525773.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -525789.500000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -525789.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -525807.250000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -525807.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -525824.875000 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -525824.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -525840.312500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -525840.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -525855.687500 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -525855.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -525873.812500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -525873.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -525897.812500 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -525897.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -525921.000000 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -525921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -525941.000000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -525941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -525963.187500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -525963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -525983.250000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -525983.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -526002.125000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -526002.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -526022.312500 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -526022.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -526048.187500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -526048.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -526069.000000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -526069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -526089.562500 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -526089.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -526110.000000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -526110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -526132.250000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -526132.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -526155.875000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -526155.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -526171.562500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -526171.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -526180.625000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -526180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -526187.625000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -526187.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -526196.125000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -526196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -526205.187500 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -526205.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -526213.062500 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -526213.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -526222.562500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -526222.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -526231.875000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -526231.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -526243.000000 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -526243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -526261.937500 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -526261.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -526275.375000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -526275.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -526288.750000 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -526288.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -526297.687500 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -526297.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -526308.562500 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -526308.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -526325.687500 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -526325.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -526345.062500 Penalty: 4182.199219
	Iteration 47Q: 3 clusters Score -526345.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -526371.812500 Penalty: 4182.199219
	Iteration 48Q: 3 clusters Score -526371.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -526401.000000 Penalty: 4182.199219
	Iteration 49Q: 3 clusters Score -526401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -526431.875000 Penalty: 4182.199219
	Iteration 50Q: 3 clusters Score -526431.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -526469.812500 Penalty: 4182.199219
	Iteration 51Q: 3 clusters Score -526469.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -526514.062500 Penalty: 4182.199219
	Iteration 52Q: 3 clusters Score -526514.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -526562.500000 Penalty: 4182.199219
	Iteration 53Q: 3 clusters Score -526562.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -526605.625000 Penalty: 4182.199219
	Iteration 54Q: 3 clusters Score -526605.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -526639.062500 Penalty: 4182.199219
	Iteration 55Q: 3 clusters Score -526639.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -526663.750000 Penalty: 4182.199219
	Iteration 56Q: 3 clusters Score -526663.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -526688.812500 Penalty: 4182.199219
	Iteration 57Q: 3 clusters Score -526688.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -526709.250000 Penalty: 4182.199219
	Iteration 58Q: 3 clusters Score -526709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -526728.062500 Penalty: 4182.199219
	Iteration 59Q: 3 clusters Score -526728.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -526739.625000 Penalty: 4182.199219
	Iteration 60F: 3 clusters Score -526739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -526744.187500 Penalty: 4182.199219
	Iteration 61Q: 3 clusters Score -526744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -526750.375000 Penalty: 4182.199219
	Iteration 62Q: 3 clusters Score -526750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -526755.312500 Penalty: 4182.199219
	Iteration 63Q: 3 clusters Score -526755.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -526763.375000 Penalty: 4182.199219
	Iteration 64Q: 3 clusters Score -526763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -526769.312500 Penalty: 4182.199219
	Iteration 65Q: 3 clusters Score -526769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -526771.750000 Penalty: 4182.199219
	Iteration 66Q: 3 clusters Score -526771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -526774.250000 Penalty: 4182.199219
	Iteration 67Q: 3 clusters Score -526774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -526775.875000 Penalty: 4182.199219
	Iteration 68Q: 3 clusters Score -526775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -526778.812500 Penalty: 4182.199219
	Iteration 69Q: 3 clusters Score -526778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -526780.500000 Penalty: 4182.199219
	Iteration 70Q: 3 clusters Score -526780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -526785.187500 Penalty: 4182.199219
	Iteration 71Q: 3 clusters Score -526785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -526788.062500 Penalty: 4182.199219
	Iteration 72Q: 3 clusters Score -526788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -526791.312500 Penalty: 4182.199219
	Iteration 73Q: 3 clusters Score -526791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -526793.375000 Penalty: 4182.199219
	Iteration 74Q: 3 clusters Score -526793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -526795.562500 Penalty: 4182.199219
	Iteration 75Q: 3 clusters Score -526795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -526798.875000 Penalty: 4182.199219
	Iteration 76Q: 3 clusters Score -526798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -526801.250000 Penalty: 4182.199219
	Iteration 77Q: 3 clusters Score -526801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -526802.062500 Penalty: 4182.199219
	Iteration 78Q: 3 clusters Score -526802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -526803.250000 Penalty: 4182.199219
	Iteration 79Q: 3 clusters Score -526803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -526804.250000 Penalty: 4182.199219
	Iteration 80F: 3 clusters Score -526804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -481663.531250 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -481663.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -477738.343750 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -477738.3 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -478849.406250 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -478849.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -479270.031250 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -479270 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -479626.250000 Penalty: 4135.799316
	Iteration 3F: 3 clusters Score -479626.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -479915.625000 Penalty: 4135.799316
	Iteration 4F: 3 clusters Score -479915.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -480161.718750 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -480161.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -480298.625000 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -480298.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -480390.750000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -480390.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -480450.093750 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -480450.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -480493.343750 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -480493.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -480525.937500 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -480525.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -480554.812500 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -480554.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -480571.187500 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -480571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -480577.218750 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -480577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -480580.250000 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -480580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -480582.718750 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -480582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -480585.500000 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -480585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -480585.937500 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -480585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -480585.687500 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -480585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -480587.593750 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -480587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -480587.593750 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -480587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -461381.343750 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -461381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -457397.812500 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -457397.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -458478.343750 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -458478.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458825.468750 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -458825.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -459086.687500 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -459086.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -459314.593750 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -459314.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -459537.750000 Penalty: 4133.301758
	Iteration 5F: 3 clusters Score -459537.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -459737.031250 Penalty: 4133.301758
	Iteration 6Q: 3 clusters Score -459737 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -459894.875000 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -459894.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -460016.000000 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -460016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -460121.812500 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -460121.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -460204.906250 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -460204.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -460282.218750 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -460282.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -460360.062500 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -460360.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -460430.812500 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -460430.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -460498.406250 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -460498.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -460550.562500 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -460550.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -460580.218750 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -460580.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -460587.718750 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -460587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -460590.406250 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -460590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -460594.125000 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -460594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -460596.843750 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -460596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -460599.781250 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -460599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -460600.281250 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -460600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -460600.281250 Penalty: 4133.301758
	Iteration 23F: 3 clusters Score -460600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1054162.375000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -1054162 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 4449 members 
Entering Unmasked Estep 
Score: -1047204.937500 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -1047205 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1049174.125000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -1049174 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1049545.875000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -1049546 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1049879.250000 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -1049879 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1050212.000000 Penalty: 4514.192871
	Iteration 4F: 3 clusters Score -1050212 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1050639.125000 Penalty: 4514.192871
	Iteration 5F: 3 clusters Score -1050639 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1051162.750000 Penalty: 4514.192871
	Iteration 6F: 3 clusters Score -1051163 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1051743.125000 Penalty: 4514.192871
	Iteration 7F: 3 clusters Score -1051743 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1052216.625000 Penalty: 4514.192871
	Iteration 8F: 3 clusters Score -1052217 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1052548.375000 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -1052548 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1052755.750000 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -1052756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1052887.625000 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -1052888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1052984.000000 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -1052984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1053039.500000 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -1053040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1053088.750000 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -1053089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1053117.875000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -1053118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1053142.875000 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -1053143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1053165.000000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -1053165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1053177.000000 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -1053177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1053190.875000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -1053191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1053198.250000 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -1053198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1053206.500000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -1053206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1053212.750000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -1053213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1053215.625000 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -1053216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1053220.625000 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -1053221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1053222.000000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -1053222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1053224.750000 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -1053225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1053224.375000 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -1053224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1053229.750000 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -1053230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1053234.875000 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -1053235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1053234.000000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -1053234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1053236.000000 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -1053236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1053240.875000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -1053241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1053243.625000 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -1053244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1053247.375000 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -1053247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1053253.500000 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -1053254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1053257.250000 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -1053257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1053259.625000 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -1053260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1053261.000000 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -1053261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1053264.125000 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -1053264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1053266.125000 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -1053266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1053267.125000 Penalty: 4514.192871
	Iteration 41Q: 3 clusters Score -1053267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1053267.375000 Penalty: 4514.192871
	Iteration 42Q: 3 clusters Score -1053267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1053269.750000 Penalty: 4514.192871
	Iteration 43Q: 3 clusters Score -1053270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1053269.125000 Penalty: 4514.192871
	Iteration 44Q: 3 clusters Score -1053269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1053269.125000 Penalty: 4514.192871
	Iteration 45F: 3 clusters Score -1053269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -808914.750000 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -808914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -803120.125000 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -803120.1 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -804635.562500 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -804635.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -804881.000000 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -804881 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -805040.000000 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -805040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -805136.437500 Penalty: 4387.862305
	Iteration 4Q: 3 clusters Score -805136.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -805205.125000 Penalty: 4387.862305
	Iteration 5Q: 3 clusters Score -805205.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -805266.750000 Penalty: 4387.862305
	Iteration 6Q: 3 clusters Score -805266.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -805319.750000 Penalty: 4387.862305
	Iteration 7Q: 3 clusters Score -805319.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -805378.562500 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -805378.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -805421.187500 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -805421.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -805467.375000 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -805467.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -805515.000000 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -805515 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -805574.750000 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -805574.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -805638.687500 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -805638.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -805704.937500 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -805704.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -805789.250000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -805789.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -805885.812500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -805885.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -805999.875000 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -805999.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -806138.187500 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -806138.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -806308.000000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -806308 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -806458.312500 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -806458.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -806611.312500 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -806611.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -806729.000000 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -806729 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -806837.562500 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -806837.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -806918.000000 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -806918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -806988.875000 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -806988.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -807061.250000 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -807061.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -807091.187500 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -807091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -807122.000000 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -807122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -807141.625000 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -807141.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -807161.125000 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -807161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -807176.437500 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -807176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -807191.750000 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -807191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -807200.500000 Penalty: 4387.862305
	Iteration 33Q: 3 clusters Score -807200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -807207.562500 Penalty: 4387.862305
	Iteration 34Q: 3 clusters Score -807207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -807211.375000 Penalty: 4387.862305
	Iteration 35Q: 3 clusters Score -807211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -807215.812500 Penalty: 4387.862305
	Iteration 36Q: 3 clusters Score -807215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -807215.812500 Penalty: 4387.862305
	Iteration 37F: 3 clusters Score -807215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -791786.875000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -791786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -785899.250000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -785899.2 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -787493.500000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -787493.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -787781.000000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -787781 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -788031.875000 Penalty: 4399.639648
	Iteration 3F: 3 clusters Score -788031.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -788296.875000 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -788296.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -788525.562500 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -788525.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -788747.687500 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -788747.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -788930.312500 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -788930.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -789075.625000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -789075.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -789195.125000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -789195.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -789306.312500 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -789306.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -789425.562500 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -789425.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -789539.000000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -789539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -789653.187500 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -789653.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -789781.562500 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -789781.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -789904.125000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -789904.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -789999.500000 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -789999.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -790094.375000 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -790094.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -790193.687500 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -790193.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -790286.812500 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -790286.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -790342.937500 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -790342.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -790382.562500 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -790382.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -790409.062500 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -790409.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -790430.625000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -790430.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -790450.625000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -790450.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -790465.750000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -790465.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -790483.437500 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -790483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -790501.937500 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -790501.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -790517.312500 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -790517.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -790529.562500 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -790529.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -790545.937500 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -790545.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -790560.187500 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -790560.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -790571.750000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -790571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -790584.125000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -790584.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -790595.625000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -790595.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -790606.375000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -790606.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -790615.875000 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -790615.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -790626.750000 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -790626.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -790636.750000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -790636.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -790648.125000 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -790648.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -790658.312500 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -790658.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -790666.125000 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -790666.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -790675.062500 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -790675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -790685.062500 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -790685.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -790693.750000 Penalty: 4399.639648
	Iteration 44Q: 3 clusters Score -790693.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -790702.000000 Penalty: 4399.639648
	Iteration 45Q: 3 clusters Score -790702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -790707.875000 Penalty: 4399.639648
	Iteration 46Q: 3 clusters Score -790707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -790715.312500 Penalty: 4399.639648
	Iteration 47Q: 3 clusters Score -790715.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -790720.875000 Penalty: 4399.639648
	Iteration 48Q: 3 clusters Score -790720.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -790732.375000 Penalty: 4399.639648
	Iteration 49Q: 3 clusters Score -790732.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -790742.125000 Penalty: 4399.639648
	Iteration 50Q: 3 clusters Score -790742.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -790747.562500 Penalty: 4399.639648
	Iteration 51Q: 3 clusters Score -790747.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -790759.687500 Penalty: 4399.639648
	Iteration 52Q: 3 clusters Score -790759.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -790766.687500 Penalty: 4399.639648
	Iteration 53Q: 3 clusters Score -790766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -790772.687500 Penalty: 4399.639648
	Iteration 54Q: 3 clusters Score -790772.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -790776.625000 Penalty: 4399.639648
	Iteration 55Q: 3 clusters Score -790776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -790779.562500 Penalty: 4399.639648
	Iteration 56Q: 3 clusters Score -790779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -790785.875000 Penalty: 4399.639648
	Iteration 57Q: 3 clusters Score -790785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -790784.875000 Penalty: 4399.639648
	Iteration 58Q: 3 clusters Score -790784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -790788.375000 Penalty: 4399.639648
	Iteration 59Q: 3 clusters Score -790788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -790789.062500 Penalty: 4399.639648
	Iteration 60F: 3 clusters Score -790789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -790791.000000 Penalty: 4399.639648
	Iteration 61Q: 3 clusters Score -790791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -790790.000000 Penalty: 4399.639648
	Iteration 62Q: 3 clusters Score -790790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -790791.250000 Penalty: 4399.639648
	Iteration 63Q: 3 clusters Score -790791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -790789.875000 Penalty: 4399.639648
	Iteration 64Q: 3 clusters Score -790789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -790789.875000 Penalty: 4399.639648
	Iteration 65F: 3 clusters Score -790789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -211852.484375 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -211852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209296.437500 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -209296.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209833.281250 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -209833.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -210020.765625 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -210020.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -210184.343750 Penalty: 3749.282959
	Iteration 3F: 3 clusters Score -210184.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210338.437500 Penalty: 3749.282959
	Iteration 4F: 3 clusters Score -210338.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210520.015625 Penalty: 3749.282959
	Iteration 5F: 3 clusters Score -210520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210742.234375 Penalty: 3749.282959
	Iteration 6F: 3 clusters Score -210742.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211001.781250 Penalty: 3749.282959
	Iteration 7F: 3 clusters Score -211001.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -211175.500000 Penalty: 3749.282959
	Iteration 8Q: 3 clusters Score -211175.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -211254.359375 Penalty: 3749.282959
	Iteration 9Q: 3 clusters Score -211254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -211287.437500 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -211287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -211300.000000 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -211300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -211306.250000 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -211306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -211310.031250 Penalty: 3749.282959
	Iteration 13Q: 3 clusters Score -211310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211312.812500 Penalty: 3749.282959
	Iteration 14Q: 3 clusters Score -211312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211313.750000 Penalty: 3749.282959
	Iteration 15Q: 3 clusters Score -211313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211314.640625 Penalty: 3749.282959
	Iteration 16Q: 3 clusters Score -211314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211314.640625 Penalty: 3749.282959
	Iteration 17F: 3 clusters Score -211314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -137917.859375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -137917.9 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 672 members 
Entering Unmasked Estep 
Score: -135789.921875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -135789.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136131.625000 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -136131.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136235.500000 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -136235.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136305.656250 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -136305.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -136356.500000 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -136356.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136386.046875 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -136386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136403.187500 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -136403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -136419.812500 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -136419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136436.843750 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -136436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136447.718750 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -136447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136456.750000 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -136456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136470.546875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -136470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136476.312500 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -136476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -136487.718750 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -136487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136491.609375 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -136491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136493.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -136493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -136493.875000 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -136493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136494.359375 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -136494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136494.359375 Penalty: 3566.575439
	Iteration 18F: 3 clusters Score -136494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1428986.500000 Penalty: 2325.694824
	Iteration 0F: 2 clusters Score -1428986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1420162.000000 Penalty: 4651.389648
	Iteration 0F: 3 clusters Score -1420162 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1422856.125000 Penalty: 4651.389648
	Iteration 1F: 3 clusters Score -1422856 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1423199.875000 Penalty: 4651.389648
	Iteration 2F: 3 clusters Score -1423200 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1423430.125000 Penalty: 4651.389648
	Iteration 3F: 3 clusters Score -1423430 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1423591.250000 Penalty: 4651.389648
	Iteration 4Q: 3 clusters Score -1423591 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1423749.250000 Penalty: 4651.389648
	Iteration 5Q: 3 clusters Score -1423749 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1423887.875000 Penalty: 4651.389648
	Iteration 6Q: 3 clusters Score -1423888 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1424039.375000 Penalty: 4651.389648
	Iteration 7Q: 3 clusters Score -1424039 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1424214.750000 Penalty: 4651.389648
	Iteration 8Q: 3 clusters Score -1424215 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1424400.875000 Penalty: 4651.389648
	Iteration 9Q: 3 clusters Score -1424401 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1424620.875000 Penalty: 4651.389648
	Iteration 10Q: 3 clusters Score -1424621 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1424873.875000 Penalty: 4651.389648
	Iteration 11Q: 3 clusters Score -1424874 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1425150.250000 Penalty: 4651.389648
	Iteration 12Q: 3 clusters Score -1425150 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1425431.625000 Penalty: 4651.389648
	Iteration 13Q: 3 clusters Score -1425432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1425712.000000 Penalty: 4651.389648
	Iteration 14Q: 3 clusters Score -1425712 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1426001.125000 Penalty: 4651.389648
	Iteration 15Q: 3 clusters Score -1426001 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1426265.375000 Penalty: 4651.389648
	Iteration 16Q: 3 clusters Score -1426265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1426430.125000 Penalty: 4651.389648
	Iteration 17Q: 3 clusters Score -1426430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1426559.375000 Penalty: 4651.389648
	Iteration 18Q: 3 clusters Score -1426559 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1426637.750000 Penalty: 4651.389648
	Iteration 19Q: 3 clusters Score -1426638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1426694.000000 Penalty: 4651.389648
	Iteration 20F: 3 clusters Score -1426694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1426750.375000 Penalty: 4651.389648
	Iteration 21Q: 3 clusters Score -1426750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1426797.250000 Penalty: 4651.389648
	Iteration 22Q: 3 clusters Score -1426797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1426840.000000 Penalty: 4651.389648
	Iteration 23Q: 3 clusters Score -1426840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1426873.625000 Penalty: 4651.389648
	Iteration 24Q: 3 clusters Score -1426874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1426896.500000 Penalty: 4651.389648
	Iteration 25Q: 3 clusters Score -1426896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1426911.000000 Penalty: 4651.389648
	Iteration 26Q: 3 clusters Score -1426911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1426915.000000 Penalty: 4651.389648
	Iteration 27Q: 3 clusters Score -1426915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1426915.125000 Penalty: 4651.389648
	Iteration 28Q: 3 clusters Score -1426915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1426915.750000 Penalty: 4651.389648
	Iteration 29Q: 3 clusters Score -1426916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1426917.500000 Penalty: 4651.389648
	Iteration 30Q: 3 clusters Score -1426918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1426923.125000 Penalty: 4651.389648
	Iteration 31Q: 3 clusters Score -1426923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1426927.000000 Penalty: 4651.389648
	Iteration 32Q: 3 clusters Score -1426927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1426930.000000 Penalty: 4651.389648
	Iteration 33Q: 3 clusters Score -1426930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1426932.250000 Penalty: 4651.389648
	Iteration 34Q: 3 clusters Score -1426932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1426934.500000 Penalty: 4651.389648
	Iteration 35Q: 3 clusters Score -1426934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1426935.375000 Penalty: 4651.389648
	Iteration 36Q: 3 clusters Score -1426935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1426935.875000 Penalty: 4651.389648
	Iteration 37Q: 3 clusters Score -1426936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1426939.875000 Penalty: 4651.389648
	Iteration 38Q: 3 clusters Score -1426940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1426943.500000 Penalty: 4651.389648
	Iteration 39Q: 3 clusters Score -1426944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1426950.875000 Penalty: 4651.389648
	Iteration 40F: 3 clusters Score -1426951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1426954.250000 Penalty: 4651.389648
	Iteration 41Q: 3 clusters Score -1426954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1426954.000000 Penalty: 4651.389648
	Iteration 42Q: 3 clusters Score -1426954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1426954.000000 Penalty: 4651.389648
	Iteration 43F: 3 clusters Score -1426954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -584714.000000 Penalty: 2113.105469
	Iteration 0F: 2 clusters Score -584714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -580203.562500 Penalty: 4226.210938
	Iteration 0F: 3 clusters Score -580203.6 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -581304.937500 Penalty: 4226.210938
	Iteration 1F: 3 clusters Score -581304.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -581538.437500 Penalty: 4226.210938
	Iteration 2F: 3 clusters Score -581538.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -581680.687500 Penalty: 4226.210938
	Iteration 3F: 3 clusters Score -581680.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -581780.375000 Penalty: 4226.210938
	Iteration 4Q: 3 clusters Score -581780.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -581858.500000 Penalty: 4226.210938
	Iteration 5Q: 3 clusters Score -581858.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -581918.812500 Penalty: 4226.210938
	Iteration 6Q: 3 clusters Score -581918.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -581967.437500 Penalty: 4226.210938
	Iteration 7Q: 3 clusters Score -581967.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -582008.750000 Penalty: 4226.210938
	Iteration 8Q: 3 clusters Score -582008.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -582053.187500 Penalty: 4226.210938
	Iteration 9Q: 3 clusters Score -582053.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -582088.187500 Penalty: 4226.210938
	Iteration 10Q: 3 clusters Score -582088.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -582110.000000 Penalty: 4226.210938
	Iteration 11Q: 3 clusters Score -582110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -582128.000000 Penalty: 4226.210938
	Iteration 12Q: 3 clusters Score -582128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -582143.125000 Penalty: 4226.210938
	Iteration 13Q: 3 clusters Score -582143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -582159.750000 Penalty: 4226.210938
	Iteration 14Q: 3 clusters Score -582159.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -582170.750000 Penalty: 4226.210938
	Iteration 15Q: 3 clusters Score -582170.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -582177.062500 Penalty: 4226.210938
	Iteration 16Q: 3 clusters Score -582177.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -582187.000000 Penalty: 4226.210938
	Iteration 17Q: 3 clusters Score -582187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -582198.125000 Penalty: 4226.210938
	Iteration 18Q: 3 clusters Score -582198.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -582206.062500 Penalty: 4226.210938
	Iteration 19Q: 3 clusters Score -582206.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -582213.375000 Penalty: 4226.210938
	Iteration 20F: 3 clusters Score -582213.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -582224.125000 Penalty: 4226.210938
	Iteration 21Q: 3 clusters Score -582224.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -582234.562500 Penalty: 4226.210938
	Iteration 22Q: 3 clusters Score -582234.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -582247.125000 Penalty: 4226.210938
	Iteration 23Q: 3 clusters Score -582247.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -582258.250000 Penalty: 4226.210938
	Iteration 24Q: 3 clusters Score -582258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -582267.375000 Penalty: 4226.210938
	Iteration 25Q: 3 clusters Score -582267.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -582282.437500 Penalty: 4226.210938
	Iteration 26Q: 3 clusters Score -582282.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -582299.875000 Penalty: 4226.210938
	Iteration 27Q: 3 clusters Score -582299.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -582307.187500 Penalty: 4226.210938
	Iteration 28Q: 3 clusters Score -582307.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -582314.375000 Penalty: 4226.210938
	Iteration 29Q: 3 clusters Score -582314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -582327.312500 Penalty: 4226.210938
	Iteration 30Q: 3 clusters Score -582327.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -582343.625000 Penalty: 4226.210938
	Iteration 31Q: 3 clusters Score -582343.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -582352.187500 Penalty: 4226.210938
	Iteration 32Q: 3 clusters Score -582352.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -582361.687500 Penalty: 4226.210938
	Iteration 33Q: 3 clusters Score -582361.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -582369.125000 Penalty: 4226.210938
	Iteration 34Q: 3 clusters Score -582369.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -582377.562500 Penalty: 4226.210938
	Iteration 35Q: 3 clusters Score -582377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -582386.250000 Penalty: 4226.210938
	Iteration 36Q: 3 clusters Score -582386.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -582400.125000 Penalty: 4226.210938
	Iteration 37Q: 3 clusters Score -582400.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -582415.625000 Penalty: 4226.210938
	Iteration 38Q: 3 clusters Score -582415.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -582431.187500 Penalty: 4226.210938
	Iteration 39Q: 3 clusters Score -582431.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -582448.625000 Penalty: 4226.210938
	Iteration 40F: 3 clusters Score -582448.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -582465.437500 Penalty: 4226.210938
	Iteration 41Q: 3 clusters Score -582465.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -582483.125000 Penalty: 4226.210938
	Iteration 42Q: 3 clusters Score -582483.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -582505.875000 Penalty: 4226.210938
	Iteration 43Q: 3 clusters Score -582505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -582526.562500 Penalty: 4226.210938
	Iteration 44Q: 3 clusters Score -582526.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -582544.687500 Penalty: 4226.210938
	Iteration 45Q: 3 clusters Score -582544.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -582558.062500 Penalty: 4226.210938
	Iteration 46Q: 3 clusters Score -582558.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -582575.812500 Penalty: 4226.210938
	Iteration 47Q: 3 clusters Score -582575.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -582590.250000 Penalty: 4226.210938
	Iteration 48Q: 3 clusters Score -582590.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -582600.562500 Penalty: 4226.210938
	Iteration 49Q: 3 clusters Score -582600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -582608.937500 Penalty: 4226.210938
	Iteration 50Q: 3 clusters Score -582608.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -582614.750000 Penalty: 4226.210938
	Iteration 51Q: 3 clusters Score -582614.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -582621.750000 Penalty: 4226.210938
	Iteration 52Q: 3 clusters Score -582621.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -582632.875000 Penalty: 4226.210938
	Iteration 53Q: 3 clusters Score -582632.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -582644.437500 Penalty: 4226.210938
	Iteration 54Q: 3 clusters Score -582644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -582650.562500 Penalty: 4226.210938
	Iteration 55Q: 3 clusters Score -582650.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -582655.375000 Penalty: 4226.210938
	Iteration 56Q: 3 clusters Score -582655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -582661.375000 Penalty: 4226.210938
	Iteration 57Q: 3 clusters Score -582661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -582667.687500 Penalty: 4226.210938
	Iteration 58Q: 3 clusters Score -582667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -582670.687500 Penalty: 4226.210938
	Iteration 59Q: 3 clusters Score -582670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -582679.187500 Penalty: 4226.210938
	Iteration 60F: 3 clusters Score -582679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -582686.187500 Penalty: 4226.210938
	Iteration 61Q: 3 clusters Score -582686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -582696.187500 Penalty: 4226.210938
	Iteration 62Q: 3 clusters Score -582696.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -582709.500000 Penalty: 4226.210938
	Iteration 63Q: 3 clusters Score -582709.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -582720.187500 Penalty: 4226.210938
	Iteration 64Q: 3 clusters Score -582720.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -582732.062500 Penalty: 4226.210938
	Iteration 65Q: 3 clusters Score -582732.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -582741.812500 Penalty: 4226.210938
	Iteration 66Q: 3 clusters Score -582741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -582748.625000 Penalty: 4226.210938
	Iteration 67Q: 3 clusters Score -582748.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -582758.062500 Penalty: 4226.210938
	Iteration 68Q: 3 clusters Score -582758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -582763.500000 Penalty: 4226.210938
	Iteration 69Q: 3 clusters Score -582763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -582769.375000 Penalty: 4226.210938
	Iteration 70Q: 3 clusters Score -582769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -582775.062500 Penalty: 4226.210938
	Iteration 71Q: 3 clusters Score -582775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -582780.125000 Penalty: 4226.210938
	Iteration 72Q: 3 clusters Score -582780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -582785.125000 Penalty: 4226.210938
	Iteration 73Q: 3 clusters Score -582785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -582788.000000 Penalty: 4226.210938
	Iteration 74Q: 3 clusters Score -582788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -582792.125000 Penalty: 4226.210938
	Iteration 75Q: 3 clusters Score -582792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -582792.250000 Penalty: 4226.210938
	Iteration 76Q: 3 clusters Score -582792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -582796.937500 Penalty: 4226.210938
	Iteration 77Q: 3 clusters Score -582796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -582801.562500 Penalty: 4226.210938
	Iteration 78Q: 3 clusters Score -582801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -582805.000000 Penalty: 4226.210938
	Iteration 79Q: 3 clusters Score -582805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -582807.750000 Penalty: 4226.210938
	Iteration 80F: 3 clusters Score -582807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -582809.937500 Penalty: 4226.210938
	Iteration 81Q: 3 clusters Score -582809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -582814.000000 Penalty: 4226.210938
	Iteration 82Q: 3 clusters Score -582814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -582815.375000 Penalty: 4226.210938
	Iteration 83Q: 3 clusters Score -582815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -582817.937500 Penalty: 4226.210938
	Iteration 84Q: 3 clusters Score -582817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -582819.625000 Penalty: 4226.210938
	Iteration 85Q: 3 clusters Score -582819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -582819.687500 Penalty: 4226.210938
	Iteration 86Q: 3 clusters Score -582819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -582821.937500 Penalty: 4226.210938
	Iteration 87Q: 3 clusters Score -582821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -582824.750000 Penalty: 4226.210938
	Iteration 88Q: 3 clusters Score -582824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -582827.000000 Penalty: 4226.210938
	Iteration 89Q: 3 clusters Score -582827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -582827.187500 Penalty: 4226.210938
	Iteration 90Q: 3 clusters Score -582827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -582827.750000 Penalty: 4226.210938
	Iteration 91Q: 3 clusters Score -582827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -582827.750000 Penalty: 4226.210938
	Iteration 92F: 3 clusters Score -582827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -43817.519531 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -43817.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42359.203125 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -42359.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42574.968750 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -42574.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42618.800781 Penalty: 3048.579346
	Iteration 2Q: 3 clusters Score -42618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42643.492188 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -42643.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42680.964844 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -42680.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42708.007812 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -42708.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42724.085938 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -42724.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42728.316406 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -42728.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42728.316406 Penalty: 3048.579346
	Iteration 8F: 3 clusters Score -42728.32 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135243504.000000 Penalty: 114415.375000
24->34 Clusters: Score -135243504.000000, best is -135259248.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 393077 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 16503 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 16336 members 
Mstep: Class 5 contains 16476 members 
Mstep: Class 6 contains 16319 members 
Mstep: Class 7 contains 16541 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 16479 members 
Mstep: Class 10 contains 16216 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 16460 members 
Mstep: Class 14 contains 16531 members 
Mstep: Class 15 contains 16382 members 
Mstep: Class 16 contains 16450 members 
Mstep: Class 17 contains 16268 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 16242 members 
Mstep: Class 20 contains 16526 members 
Mstep: Class 21 contains 16173 members 
Mstep: Class 22 contains 16609 members 
Mstep: Class 23 contains 16201 members 
Mstep: Class 24 contains 16531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 430.576996 but Gain 3194.679688
Score: -42198068.000000 Penalty: 73477.562500
Iteration 0F: 24 clusters Score -4.219807e+07 nChanged 373532
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 42001 members 
Mstep: Class 3 contains 11128 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 5 contains 24764 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 11798 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 12889 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 14 contains 9669 members 
Mstep: Class 16 contains 29329 members 
Mstep: Class 17 contains 14121 members 
Mstep: Class 18 contains 19715 members 
Mstep: Class 19 contains 15496 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 13149 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 6918 members 
Mstep: Class 24 contains 26984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43571912.000000 Penalty: 73477.562500
Iteration 1F: 24 clusters Score -4.357191e+07 nChanged 177513
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 46626 members 
Mstep: Class 3 contains 10798 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 21898 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 7623 members 
Mstep: Class 8 contains 10688 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 85513 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 24177 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 16582 members 
Mstep: Class 21 contains 9991 members 
Mstep: Class 22 contains 15383 members 
Mstep: Class 23 contains 5193 members 
Mstep: Class 24 contains 28675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43965084.000000 Penalty: 73477.562500
Iteration 2F: 24 clusters Score -4.396508e+07 nChanged 109246
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 10453 members 
Mstep: Class 4 contains 10613 members 
Mstep: Class 5 contains 21333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 5775 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 113610 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 11755 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 16 contains 17323 members 
Mstep: Class 17 contains 9041 members 
Mstep: Class 18 contains 20756 members 
Mstep: Class 19 contains 12856 members 
Mstep: Class 20 contains 14006 members 
Mstep: Class 21 contains 8630 members 
Mstep: Class 22 contains 12843 members 
Mstep: Class 23 contains 5185 members 
Mstep: Class 24 contains 28663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44172776.000000 Penalty: 73477.562500
Iteration 3F: 24 clusters Score -4.417278e+07 nChanged 77703
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 54170 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 4 contains 13129 members 
Mstep: Class 5 contains 18882 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 11413 members 
Mstep: Class 10 contains 123600 members 
Mstep: Class 11 contains 5659 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 16 contains 15452 members 
Mstep: Class 17 contains 7480 members 
Mstep: Class 18 contains 12243 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 11465 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 14699 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 28950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2876.851807 but Gain 3194.679688
Score: -44325920.000000 Penalty: 70282.882812
Iteration 4F: 23 clusters Score -4.432592e+07 nChanged 70363
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 65461 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 17376 members 
Mstep: Class 5 contains 16689 members 
Mstep: Class 6 contains 10274 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 11970 members 
Mstep: Class 10 contains 118888 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 9034 members 
Mstep: Class 21 contains 7400 members 
Mstep: Class 22 contains 18444 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 29720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2329.081055 but Gain 3194.671875
Score: -44480124.000000 Penalty: 67088.210938
Iteration 5F: 22 clusters Score -4.448012e+07 nChanged 62733
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 89523 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 10763 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 105516 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 10659 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 19 contains 9682 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 21122 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 24318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44620056.000000 Penalty: 67088.210938
Iteration 6F: 22 clusters Score -4.462006e+07 nChanged 41454
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 100995 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 19605 members 
Mstep: Class 5 contains 15634 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 107948 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 19 contains 8615 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 22022 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 15473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44687912.000000 Penalty: 67088.210938
Iteration 7F: 22 clusters Score -4.468791e+07 nChanged 30694
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 104406 members 
Mstep: Class 3 contains 9890 members 
Mstep: Class 4 contains 19196 members 
Mstep: Class 5 contains 15597 members 
Mstep: Class 6 contains 8040 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 10220 members 
Mstep: Class 10 contains 113594 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 22259 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 10306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44715948.000000 Penalty: 67088.210938
Iteration 8F: 22 clusters Score -4.471595e+07 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 104337 members 
Mstep: Class 3 contains 9876 members 
Mstep: Class 4 contains 18633 members 
Mstep: Class 5 contains 15313 members 
Mstep: Class 6 contains 7410 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 9560 members 
Mstep: Class 10 contains 117820 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 16 contains 19418 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 22 contains 22280 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44735864.000000 Penalty: 67088.210938
Iteration 9F: 22 clusters Score -4.473586e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 101903 members 
Mstep: Class 3 contains 9859 members 
Mstep: Class 4 contains 18001 members 
Mstep: Class 5 contains 15083 members 
Mstep: Class 6 contains 7026 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 121558 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 9860 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 19 contains 6427 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 22174 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44753744.000000 Penalty: 67088.210938
Iteration 10Q: 22 clusters Score -4.475374e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 97603 members 
Mstep: Class 3 contains 9836 members 
Mstep: Class 4 contains 17322 members 
Mstep: Class 5 contains 14968 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 125528 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 9529 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 16 contains 22971 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 5413 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 21879 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44774016.000000 Penalty: 67088.210938
Iteration 11Q: 22 clusters Score -4.477402e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 92341 members 
Mstep: Class 3 contains 9812 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 14941 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 129388 members 
Mstep: Class 11 contains 3011 members 
Mstep: Class 12 contains 9191 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 5033 members 
Mstep: Class 22 contains 21322 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44802936.000000 Penalty: 67088.210938
Iteration 12Q: 22 clusters Score -4.480294e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 88499 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 16002 members 
Mstep: Class 5 contains 14964 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 131861 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 6182 members 
Mstep: Class 21 contains 6049 members 
Mstep: Class 22 contains 20429 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 9537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827796.000000 Penalty: 67088.210938
Iteration 13Q: 22 clusters Score -4.48278e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 87306 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 131931 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 8500 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 16 contains 26611 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 19634 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 10305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835336.000000 Penalty: 67088.210938
Iteration 14Q: 22 clusters Score -4.483534e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 86711 members 
Mstep: Class 3 contains 9783 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 7033 members 
Mstep: Class 10 contains 131347 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 8231 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 7000 members 
Mstep: Class 19 contains 4607 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 4230 members 
Mstep: Class 24 contains 11141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44840556.000000 Penalty: 67088.210938
Iteration 15Q: 22 clusters Score -4.484056e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 86296 members 
Mstep: Class 3 contains 9754 members 
Mstep: Class 4 contains 15477 members 
Mstep: Class 5 contains 14727 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 130555 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 16 contains 28362 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 19 contains 4499 members 
Mstep: Class 20 contains 7666 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 18482 members 
Mstep: Class 23 contains 4170 members 
Mstep: Class 24 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44844472.000000 Penalty: 67088.210938
Iteration 16Q: 22 clusters Score -4.484447e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 85962 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 15434 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 6570 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 129545 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 16 contains 29425 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 18057 members 
Mstep: Class 23 contains 4141 members 
Mstep: Class 24 contains 12430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44848864.000000 Penalty: 67088.210938
Iteration 17Q: 22 clusters Score -4.484886e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 85750 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 15388 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 6949 members 
Mstep: Class 10 contains 128166 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 7230 members 
Mstep: Class 16 contains 30747 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 8130 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 17746 members 
Mstep: Class 23 contains 4140 members 
Mstep: Class 24 contains 12894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44853760.000000 Penalty: 67088.210938
Iteration 18Q: 22 clusters Score -4.485376e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 85604 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 15315 members 
Mstep: Class 5 contains 14353 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 6557 members 
Mstep: Class 9 contains 6944 members 
Mstep: Class 10 contains 126166 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 16 contains 32499 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 8260 members 
Mstep: Class 21 contains 8876 members 
Mstep: Class 22 contains 17443 members 
Mstep: Class 23 contains 4131 members 
Mstep: Class 24 contains 13258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44860916.000000 Penalty: 67088.210938
Iteration 19Q: 22 clusters Score -4.486092e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 85493 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 15226 members 
Mstep: Class 5 contains 14134 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 123211 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 7084 members 
Mstep: Class 13 contains 9535 members 
Mstep: Class 16 contains 34448 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 19 contains 4465 members 
Mstep: Class 20 contains 8353 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 17131 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 13591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44869300.000000 Penalty: 67088.210938
Iteration 20F: 22 clusters Score -4.48693e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 13873 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 119233 members 
Mstep: Class 11 contains 2997 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 12144 members 
Mstep: Class 16 contains 36654 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8878 members 
Mstep: Class 22 contains 16778 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 14020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44876748.000000 Penalty: 67088.210938
Iteration 21Q: 22 clusters Score -4.487675e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 85337 members 
Mstep: Class 3 contains 9581 members 
Mstep: Class 4 contains 15044 members 
Mstep: Class 5 contains 13583 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 114645 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 7075 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 16 contains 39151 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 19 contains 4708 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 8798 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 14373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44882388.000000 Penalty: 67088.210938
Iteration 22Q: 22 clusters Score -4.488239e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 85253 members 
Mstep: Class 3 contains 9537 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 13282 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 109343 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 18364 members 
Mstep: Class 16 contains 41901 members 
Mstep: Class 17 contains 7173 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 8560 members 
Mstep: Class 21 contains 8635 members 
Mstep: Class 22 contains 16095 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 14663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44887356.000000 Penalty: 67088.210938
Iteration 23Q: 22 clusters Score -4.488736e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 85185 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 10 contains 103205 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 7385 members 
Mstep: Class 13 contains 22369 members 
Mstep: Class 16 contains 44795 members 
Mstep: Class 17 contains 7039 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 8605 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 15786 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 14855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44892696.000000 Penalty: 67088.210938
Iteration 24Q: 22 clusters Score -4.48927e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 85149 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 14892 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 5067 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 96045 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 27294 members 
Mstep: Class 16 contains 47896 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 14975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44898408.000000 Penalty: 67088.210938
Iteration 25Q: 22 clusters Score -4.489841e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 85121 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 12576 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 3311 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 87605 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 33156 members 
Mstep: Class 16 contains 51338 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 8660 members 
Mstep: Class 21 contains 7450 members 
Mstep: Class 22 contains 15254 members 
Mstep: Class 23 contains 4045 members 
Mstep: Class 24 contains 15059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44905564.000000 Penalty: 67088.210938
Iteration 26Q: 22 clusters Score -4.490556e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 85105 members 
Mstep: Class 3 contains 9446 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 12389 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 77820 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 39782 members 
Mstep: Class 16 contains 55047 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 19 contains 5559 members 
Mstep: Class 20 contains 8688 members 
Mstep: Class 21 contains 7002 members 
Mstep: Class 22 contains 15012 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 15124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44913560.000000 Penalty: 67088.210938
Iteration 27Q: 22 clusters Score -4.491356e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 85090 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 66649 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 47241 members 
Mstep: Class 16 contains 58872 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 14793 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 15189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44923128.000000 Penalty: 67088.210938
Iteration 28Q: 22 clusters Score -4.492313e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 85070 members 
Mstep: Class 3 contains 9437 members 
Mstep: Class 4 contains 14838 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 54680 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 55229 members 
Mstep: Class 16 contains 62614 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 20 contains 8738 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 14555 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 15250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44933612.000000 Penalty: 67088.210938
Iteration 29Q: 22 clusters Score -4.493361e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 85059 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 14833 members 
Mstep: Class 5 contains 12088 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 4137 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 8266 members 
Mstep: Class 13 contains 63262 members 
Mstep: Class 16 contains 66134 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 14341 members 
Mstep: Class 23 contains 4147 members 
Mstep: Class 24 contains 15317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44944456.000000 Penalty: 67088.210938
Iteration 30Q: 22 clusters Score -4.494446e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 85059 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 12060 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 4467 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 31449 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 70564 members 
Mstep: Class 16 contains 69178 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 6393 members 
Mstep: Class 22 contains 14185 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 15357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44954544.000000 Penalty: 67088.210938
Iteration 31Q: 22 clusters Score -4.495454e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 85070 members 
Mstep: Class 3 contains 9424 members 
Mstep: Class 4 contains 14830 members 
Mstep: Class 5 contains 12060 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 22400 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 8471 members 
Mstep: Class 13 contains 76205 members 
Mstep: Class 16 contains 71467 members 
Mstep: Class 17 contains 6856 members 
Mstep: Class 19 contains 6964 members 
Mstep: Class 20 contains 8833 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 14075 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 15389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44963172.000000 Penalty: 67088.210938
Iteration 32Q: 22 clusters Score -4.496317e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 85084 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 10 contains 15848 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 79932 members 
Mstep: Class 16 contains 73022 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 6429 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 15400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44969040.000000 Penalty: 67088.210938
Iteration 33Q: 22 clusters Score -4.496904e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 85100 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 14824 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 5666 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 6698 members 
Mstep: Class 10 contains 11607 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 81975 members 
Mstep: Class 16 contains 73944 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 8871 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 13967 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 15409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44973540.000000 Penalty: 67088.210938
Iteration 34Q: 22 clusters Score -4.497354e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 85117 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 14821 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 9014 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 82952 members 
Mstep: Class 16 contains 74335 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 6491 members 
Mstep: Class 22 contains 13948 members 
Mstep: Class 23 contains 4252 members 
Mstep: Class 24 contains 15415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44975908.000000 Penalty: 67088.210938
Iteration 35Q: 22 clusters Score -4.497591e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 85148 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12054 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 83391 members 
Mstep: Class 16 contains 74466 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 19 contains 8919 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 13918 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 15404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44977724.000000 Penalty: 67088.210938
Iteration 36Q: 22 clusters Score -4.497772e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 85183 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 83577 members 
Mstep: Class 16 contains 74509 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 19 contains 9368 members 
Mstep: Class 20 contains 8943 members 
Mstep: Class 21 contains 6535 members 
Mstep: Class 22 contains 13881 members 
Mstep: Class 23 contains 4233 members 
Mstep: Class 24 contains 15386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44979140.000000 Penalty: 67088.210938
Iteration 37Q: 22 clusters Score -4.497914e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 85205 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12057 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 6027 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 83588 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 13830 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 15370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44980656.000000 Penalty: 67088.210938
Iteration 38Q: 22 clusters Score -4.498066e+07 nChanged 1753
Entering ConstructFrom: 
Score: -44980656.000000 Penalty: 67088.210938
Entering ConstructFrom: 
Trying to split cluster 1 (6127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Entering Unmasked Estep 
Score: -674620.000000 Penalty: 2162.674316
	Iteration 0F: 2 clusters Score -674620 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 3009 members 
Entering Unmasked Estep 
Score: -669400.125000 Penalty: 4325.348633
	Iteration 0F: 3 clusters Score -669400.1 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -670934.750000 Penalty: 4325.348633
	Iteration 1F: 3 clusters Score -670934.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -671606.937500 Penalty: 4325.348633
	Iteration 2F: 3 clusters Score -671606.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -672600.500000 Penalty: 4325.348633
	Iteration 3F: 3 clusters Score -672600.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -673509.125000 Penalty: 4325.348633
	Iteration 4F: 3 clusters Score -673509.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -674165.125000 Penalty: 4325.348633
	Iteration 5F: 3 clusters Score -674165.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -674520.875000 Penalty: 4325.348633
	Iteration 6F: 3 clusters Score -674520.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -674694.500000 Penalty: 4325.348633
	Iteration 7Q: 3 clusters Score -674694.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -674785.375000 Penalty: 4325.348633
	Iteration 8Q: 3 clusters Score -674785.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -674842.000000 Penalty: 4325.348633
	Iteration 9Q: 3 clusters Score -674842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -674889.562500 Penalty: 4325.348633
	Iteration 10Q: 3 clusters Score -674889.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -674919.312500 Penalty: 4325.348633
	Iteration 11Q: 3 clusters Score -674919.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -674952.562500 Penalty: 4325.348633
	Iteration 12Q: 3 clusters Score -674952.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -674973.125000 Penalty: 4325.348633
	Iteration 13Q: 3 clusters Score -674973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -674989.562500 Penalty: 4325.348633
	Iteration 14Q: 3 clusters Score -674989.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -675007.250000 Penalty: 4325.348633
	Iteration 15Q: 3 clusters Score -675007.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -675022.312500 Penalty: 4325.348633
	Iteration 16Q: 3 clusters Score -675022.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -675028.562500 Penalty: 4325.348633
	Iteration 17Q: 3 clusters Score -675028.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -675033.312500 Penalty: 4325.348633
	Iteration 18Q: 3 clusters Score -675033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -675035.375000 Penalty: 4325.348633
	Iteration 19Q: 3 clusters Score -675035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -675037.250000 Penalty: 4325.348633
	Iteration 20F: 3 clusters Score -675037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -675038.187500 Penalty: 4325.348633
	Iteration 21Q: 3 clusters Score -675038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -675037.875000 Penalty: 4325.348633
	Iteration 22Q: 3 clusters Score -675037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -675039.500000 Penalty: 4325.348633
	Iteration 23Q: 3 clusters Score -675039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -675042.687500 Penalty: 4325.348633
	Iteration 24Q: 3 clusters Score -675042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -675042.437500 Penalty: 4325.348633
	Iteration 25Q: 3 clusters Score -675042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -675044.875000 Penalty: 4325.348633
	Iteration 26Q: 3 clusters Score -675044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -675049.500000 Penalty: 4325.348633
	Iteration 27Q: 3 clusters Score -675049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -675050.812500 Penalty: 4325.348633
	Iteration 28Q: 3 clusters Score -675050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -675052.312500 Penalty: 4325.348633
	Iteration 29Q: 3 clusters Score -675052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -675054.000000 Penalty: 4325.348633
	Iteration 30Q: 3 clusters Score -675054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -675058.562500 Penalty: 4325.348633
	Iteration 31Q: 3 clusters Score -675058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -675063.687500 Penalty: 4325.348633
	Iteration 32Q: 3 clusters Score -675063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -675077.625000 Penalty: 4325.348633
	Iteration 33Q: 3 clusters Score -675077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -675088.562500 Penalty: 4325.348633
	Iteration 34Q: 3 clusters Score -675088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -675092.812500 Penalty: 4325.348633
	Iteration 35Q: 3 clusters Score -675092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -675097.312500 Penalty: 4325.348633
	Iteration 36Q: 3 clusters Score -675097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -675102.312500 Penalty: 4325.348633
	Iteration 37Q: 3 clusters Score -675102.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -675105.375000 Penalty: 4325.348633
	Iteration 38Q: 3 clusters Score -675105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -675106.937500 Penalty: 4325.348633
	Iteration 39Q: 3 clusters Score -675106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -675107.062500 Penalty: 4325.348633
	Iteration 40F: 3 clusters Score -675107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -675108.625000 Penalty: 4325.348633
	Iteration 41Q: 3 clusters Score -675108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -675108.625000 Penalty: 4325.348633
	Iteration 42F: 3 clusters Score -675108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 85216 members 
Mstep: Class 3 contains 9412 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Entering Unmasked Estep 
Score: -44981156.000000 Penalty: 70282.882812
Splitting cluster 1 changes total score from -44980656.000000 to -44981156.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (85216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Entering Unmasked Estep 
Score: -10156273.000000 Penalty: 2815.530273
	Iteration 0F: 2 clusters Score -1.015627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -10099309.000000 Penalty: 5631.060547
	Iteration 0F: 3 clusters Score -1.009931e+07 nChanged 39991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -10122579.000000 Penalty: 5631.060547
	Iteration 1F: 3 clusters Score -1.012258e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -10123808.000000 Penalty: 5631.060547
	Iteration 2Q: 3 clusters Score -1.012381e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -10125542.000000 Penalty: 5631.060547
	Iteration 3Q: 3 clusters Score -1.012554e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -10128121.000000 Penalty: 5631.060547
	Iteration 4F: 3 clusters Score -1.012812e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -10131629.000000 Penalty: 5631.060547
	Iteration 5F: 3 clusters Score -1.013163e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -10135907.000000 Penalty: 5631.060547
	Iteration 6F: 3 clusters Score -1.013591e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -10140029.000000 Penalty: 5631.060547
	Iteration 7F: 3 clusters Score -1.014003e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -10143680.000000 Penalty: 5631.060547
	Iteration 8F: 3 clusters Score -1.014368e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -10146814.000000 Penalty: 5631.060547
	Iteration 9F: 3 clusters Score -1.014681e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -10149545.000000 Penalty: 5631.060547
	Iteration 10Q: 3 clusters Score -1.014954e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -10151412.000000 Penalty: 5631.060547
	Iteration 11Q: 3 clusters Score -1.015141e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -10152587.000000 Penalty: 5631.060547
	Iteration 12Q: 3 clusters Score -1.015259e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -10153536.000000 Penalty: 5631.060547
	Iteration 13Q: 3 clusters Score -1.015354e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -10154370.000000 Penalty: 5631.060547
	Iteration 14Q: 3 clusters Score -1.015437e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10154952.000000 Penalty: 5631.060547
	Iteration 15Q: 3 clusters Score -1.015495e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -10155407.000000 Penalty: 5631.060547
	Iteration 16Q: 3 clusters Score -1.015541e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -10155838.000000 Penalty: 5631.060547
	Iteration 17Q: 3 clusters Score -1.015584e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -10156162.000000 Penalty: 5631.060547
	Iteration 18Q: 3 clusters Score -1.015616e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -10156339.000000 Penalty: 5631.060547
	Iteration 19Q: 3 clusters Score -1.015634e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -10156469.000000 Penalty: 5631.060547
	Iteration 20F: 3 clusters Score -1.015647e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -10156542.000000 Penalty: 5631.060547
	Iteration 21Q: 3 clusters Score -1.015654e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -10156628.000000 Penalty: 5631.060547
	Iteration 22Q: 3 clusters Score -1.015663e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -10156672.000000 Penalty: 5631.060547
	Iteration 23Q: 3 clusters Score -1.015667e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -10156757.000000 Penalty: 5631.060547
	Iteration 24Q: 3 clusters Score -1.015676e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -10156797.000000 Penalty: 5631.060547
	Iteration 25Q: 3 clusters Score -1.01568e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -10156851.000000 Penalty: 5631.060547
	Iteration 26Q: 3 clusters Score -1.015685e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -10156878.000000 Penalty: 5631.060547
	Iteration 27Q: 3 clusters Score -1.015688e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -10156903.000000 Penalty: 5631.060547
	Iteration 28Q: 3 clusters Score -1.01569e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -10156896.000000 Penalty: 5631.060547
	Iteration 29Q: 3 clusters Score -1.01569e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -10156910.000000 Penalty: 5631.060547
	Iteration 30Q: 3 clusters Score -1.015691e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -10156887.000000 Penalty: 5631.060547
	Iteration 31Q: 3 clusters Score -1.015689e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -10156915.000000 Penalty: 5631.060547
	Iteration 32Q: 3 clusters Score -1.015692e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -10156917.000000 Penalty: 5631.060547
	Iteration 33Q: 3 clusters Score -1.015692e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -10156949.000000 Penalty: 5631.060547
	Iteration 34Q: 3 clusters Score -1.015695e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -10156956.000000 Penalty: 5631.060547
	Iteration 35Q: 3 clusters Score -1.015696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -10156964.000000 Penalty: 5631.060547
	Iteration 36Q: 3 clusters Score -1.015696e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -10156984.000000 Penalty: 5631.060547
	Iteration 37Q: 3 clusters Score -1.015698e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -10156986.000000 Penalty: 5631.060547
	Iteration 38Q: 3 clusters Score -1.015699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -10156994.000000 Penalty: 5631.060547
	Iteration 39Q: 3 clusters Score -1.015699e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -10157000.000000 Penalty: 5631.060547
	Iteration 40F: 3 clusters Score -1.0157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -10156994.000000 Penalty: 5631.060547
	Iteration 41Q: 3 clusters Score -1.015699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -10157001.000000 Penalty: 5631.060547
	Iteration 42Q: 3 clusters Score -1.0157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -10157010.000000 Penalty: 5631.060547
	Iteration 43Q: 3 clusters Score -1.015701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -10156989.000000 Penalty: 5631.060547
	Iteration 44Q: 3 clusters Score -1.015699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -10156985.000000 Penalty: 5631.060547
	Iteration 45Q: 3 clusters Score -1.015698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -10156993.000000 Penalty: 5631.060547
	Iteration 46Q: 3 clusters Score -1.015699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -10156997.000000 Penalty: 5631.060547
	Iteration 47Q: 3 clusters Score -1.0157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -10156988.000000 Penalty: 5631.060547
	Iteration 48Q: 3 clusters Score -1.015699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -10156994.000000 Penalty: 5631.060547
	Iteration 49Q: 3 clusters Score -1.015699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -10156987.000000 Penalty: 5631.060547
	Iteration 50Q: 3 clusters Score -1.015699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -10156994.000000 Penalty: 5631.060547
	Iteration 51Q: 3 clusters Score -1.015699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -10156995.000000 Penalty: 5631.060547
	Iteration 52Q: 3 clusters Score -1.0157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -10156995.000000 Penalty: 5631.060547
	Iteration 53Q: 3 clusters Score -1.0157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -10156993.000000 Penalty: 5631.060547
	Iteration 54Q: 3 clusters Score -1.015699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -10156999.000000 Penalty: 5631.060547
	Iteration 55Q: 3 clusters Score -1.0157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -10157005.000000 Penalty: 5631.060547
	Iteration 56Q: 3 clusters Score -1.0157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -10157005.000000 Penalty: 5631.060547
	Iteration 57Q: 3 clusters Score -1.0157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -10157006.000000 Penalty: 5631.060547
	Iteration 58Q: 3 clusters Score -1.015701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -10157004.000000 Penalty: 5631.060547
	Iteration 59Q: 3 clusters Score -1.0157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -10157004.000000 Penalty: 5631.060547
	Iteration 60F: 3 clusters Score -1.0157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -10156999.000000 Penalty: 5631.060547
	Iteration 61Q: 3 clusters Score -1.0157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -10156998.000000 Penalty: 5631.060547
	Iteration 62Q: 3 clusters Score -1.0157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -10156992.000000 Penalty: 5631.060547
	Iteration 63Q: 3 clusters Score -1.015699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -10157001.000000 Penalty: 5631.060547
	Iteration 64Q: 3 clusters Score -1.0157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -10157001.000000 Penalty: 5631.060547
	Iteration 65F: 3 clusters Score -1.0157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 9412 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Entering Unmasked Estep 
Score: -44981516.000000 Penalty: 73477.562500
Splitting cluster 2 changes total score from -44980656.000000 to -44981516.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -1057862.500000 Penalty: 2269.135742
	Iteration 0F: 2 clusters Score -1057862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1050753.750000 Penalty: 4538.271484
	Iteration 0F: 3 clusters Score -1050754 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1056812.250000 Penalty: 4538.271484
	Iteration 1F: 3 clusters Score -1056812 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1064269.625000 Penalty: 4538.271484
	Iteration 2F: 3 clusters Score -1064270 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1065947.875000 Penalty: 4538.271484
	Iteration 3F: 3 clusters Score -1065948 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1066152.250000 Penalty: 4538.271484
	Iteration 4Q: 3 clusters Score -1066152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1066189.375000 Penalty: 4538.271484
	Iteration 5Q: 3 clusters Score -1066189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1066200.375000 Penalty: 4538.271484
	Iteration 6Q: 3 clusters Score -1066200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1066208.250000 Penalty: 4538.271484
	Iteration 7Q: 3 clusters Score -1066208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1066211.750000 Penalty: 4538.271484
	Iteration 8Q: 3 clusters Score -1066212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1066212.500000 Penalty: 4538.271484
	Iteration 9Q: 3 clusters Score -1066212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1066215.500000 Penalty: 4538.271484
	Iteration 10Q: 3 clusters Score -1066216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1066213.375000 Penalty: 4538.271484
	Iteration 11Q: 3 clusters Score -1066213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1066213.375000 Penalty: 4538.271484
	Iteration 12F: 3 clusters Score -1066213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Entering Unmasked Estep 
Score: -44988892.000000 Penalty: 76672.242188
Splitting cluster 3 changes total score from -44980656.000000 to -44988892.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (14819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Entering Unmasked Estep 
Score: -1767077.500000 Penalty: 2381.708984
	Iteration 0F: 2 clusters Score -1767078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1756367.625000 Penalty: 4763.417969
	Iteration 0F: 3 clusters Score -1756368 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1759817.000000 Penalty: 4763.417969
	Iteration 1F: 3 clusters Score -1759817 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1760252.750000 Penalty: 4763.417969
	Iteration 2F: 3 clusters Score -1760253 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1760646.500000 Penalty: 4763.417969
	Iteration 3F: 3 clusters Score -1760646 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1761061.625000 Penalty: 4763.417969
	Iteration 4F: 3 clusters Score -1761062 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1761546.625000 Penalty: 4763.417969
	Iteration 5F: 3 clusters Score -1761547 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1762128.125000 Penalty: 4763.417969
	Iteration 6F: 3 clusters Score -1762128 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1762721.250000 Penalty: 4763.417969
	Iteration 7F: 3 clusters Score -1762721 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1763259.250000 Penalty: 4763.417969
	Iteration 8Q: 3 clusters Score -1763259 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1763729.000000 Penalty: 4763.417969
	Iteration 9Q: 3 clusters Score -1763729 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1764077.500000 Penalty: 4763.417969
	Iteration 10Q: 3 clusters Score -1764078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1764334.000000 Penalty: 4763.417969
	Iteration 11Q: 3 clusters Score -1764334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1764503.125000 Penalty: 4763.417969
	Iteration 12Q: 3 clusters Score -1764503 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1764624.875000 Penalty: 4763.417969
	Iteration 13Q: 3 clusters Score -1764625 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1764729.875000 Penalty: 4763.417969
	Iteration 14Q: 3 clusters Score -1764730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1764799.000000 Penalty: 4763.417969
	Iteration 15Q: 3 clusters Score -1764799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1764854.625000 Penalty: 4763.417969
	Iteration 16Q: 3 clusters Score -1764855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1764896.500000 Penalty: 4763.417969
	Iteration 17Q: 3 clusters Score -1764896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1764928.250000 Penalty: 4763.417969
	Iteration 18Q: 3 clusters Score -1764928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1764957.625000 Penalty: 4763.417969
	Iteration 19Q: 3 clusters Score -1764958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1764978.375000 Penalty: 4763.417969
	Iteration 20F: 3 clusters Score -1764978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1765000.875000 Penalty: 4763.417969
	Iteration 21Q: 3 clusters Score -1765001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1765013.000000 Penalty: 4763.417969
	Iteration 22Q: 3 clusters Score -1765013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1765023.500000 Penalty: 4763.417969
	Iteration 23Q: 3 clusters Score -1765024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1765034.375000 Penalty: 4763.417969
	Iteration 24Q: 3 clusters Score -1765034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1765044.250000 Penalty: 4763.417969
	Iteration 25Q: 3 clusters Score -1765044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1765047.125000 Penalty: 4763.417969
	Iteration 26Q: 3 clusters Score -1765047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1765052.875000 Penalty: 4763.417969
	Iteration 27Q: 3 clusters Score -1765053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1765054.000000 Penalty: 4763.417969
	Iteration 28Q: 3 clusters Score -1765054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1765057.375000 Penalty: 4763.417969
	Iteration 29Q: 3 clusters Score -1765057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1765059.000000 Penalty: 4763.417969
	Iteration 30Q: 3 clusters Score -1765059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1765058.750000 Penalty: 4763.417969
	Iteration 31Q: 3 clusters Score -1765059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1765060.625000 Penalty: 4763.417969
	Iteration 32Q: 3 clusters Score -1765061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1765061.250000 Penalty: 4763.417969
	Iteration 33Q: 3 clusters Score -1765061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1765062.750000 Penalty: 4763.417969
	Iteration 34Q: 3 clusters Score -1765063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1765062.750000 Penalty: 4763.417969
	Iteration 35F: 3 clusters Score -1765063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Entering Unmasked Estep 
Score: -1409645.375000 Penalty: 2330.452637
	Iteration 0F: 2 clusters Score -1409645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1400643.750000 Penalty: 4660.905273
	Iteration 0F: 3 clusters Score -1400644 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1403508.750000 Penalty: 4660.905273
	Iteration 1F: 3 clusters Score -1403509 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1403955.500000 Penalty: 4660.905273
	Iteration 2F: 3 clusters Score -1403956 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1404303.000000 Penalty: 4660.905273
	Iteration 3F: 3 clusters Score -1404303 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1404583.375000 Penalty: 4660.905273
	Iteration 4Q: 3 clusters Score -1404583 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1404838.250000 Penalty: 4660.905273
	Iteration 5Q: 3 clusters Score -1404838 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1405095.625000 Penalty: 4660.905273
	Iteration 6Q: 3 clusters Score -1405096 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1405386.750000 Penalty: 4660.905273
	Iteration 7Q: 3 clusters Score -1405387 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1405745.750000 Penalty: 4660.905273
	Iteration 8Q: 3 clusters Score -1405746 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1406137.375000 Penalty: 4660.905273
	Iteration 9Q: 3 clusters Score -1406137 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1406589.500000 Penalty: 4660.905273
	Iteration 10Q: 3 clusters Score -1406590 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1407050.250000 Penalty: 4660.905273
	Iteration 11Q: 3 clusters Score -1407050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1407390.125000 Penalty: 4660.905273
	Iteration 12Q: 3 clusters Score -1407390 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1407643.750000 Penalty: 4660.905273
	Iteration 13Q: 3 clusters Score -1407644 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1407783.875000 Penalty: 4660.905273
	Iteration 14Q: 3 clusters Score -1407784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1407857.000000 Penalty: 4660.905273
	Iteration 15Q: 3 clusters Score -1407857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1407892.250000 Penalty: 4660.905273
	Iteration 16Q: 3 clusters Score -1407892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1407919.000000 Penalty: 4660.905273
	Iteration 17Q: 3 clusters Score -1407919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1407934.875000 Penalty: 4660.905273
	Iteration 18Q: 3 clusters Score -1407935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1407946.375000 Penalty: 4660.905273
	Iteration 19Q: 3 clusters Score -1407946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1407956.625000 Penalty: 4660.905273
	Iteration 20F: 3 clusters Score -1407957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1407972.375000 Penalty: 4660.905273
	Iteration 21Q: 3 clusters Score -1407972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1407977.750000 Penalty: 4660.905273
	Iteration 22Q: 3 clusters Score -1407978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1407982.375000 Penalty: 4660.905273
	Iteration 23Q: 3 clusters Score -1407982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1407990.000000 Penalty: 4660.905273
	Iteration 24Q: 3 clusters Score -1407990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1407997.750000 Penalty: 4660.905273
	Iteration 25Q: 3 clusters Score -1407998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1407999.000000 Penalty: 4660.905273
	Iteration 26Q: 3 clusters Score -1407999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1407999.625000 Penalty: 4660.905273
	Iteration 27Q: 3 clusters Score -1408000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1407999.500000 Penalty: 4660.905273
	Iteration 28Q: 3 clusters Score -1408000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1408004.125000 Penalty: 4660.905273
	Iteration 29Q: 3 clusters Score -1408004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1408004.250000 Penalty: 4660.905273
	Iteration 30Q: 3 clusters Score -1408004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1408005.125000 Penalty: 4660.905273
	Iteration 31Q: 3 clusters Score -1408005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1408005.250000 Penalty: 4660.905273
	Iteration 32Q: 3 clusters Score -1408005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1408003.250000 Penalty: 4660.905273
	Iteration 33Q: 3 clusters Score -1408003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1408003.250000 Penalty: 4660.905273
	Iteration 34F: 3 clusters Score -1408003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -694965.437500 Penalty: 2156.858887
	Iteration 0F: 2 clusters Score -694965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -689842.312500 Penalty: 4313.717773
	Iteration 0F: 3 clusters Score -689842.3 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -691206.812500 Penalty: 4313.717773
	Iteration 1F: 3 clusters Score -691206.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -691532.750000 Penalty: 4313.717773
	Iteration 2F: 3 clusters Score -691532.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -691731.000000 Penalty: 4313.717773
	Iteration 3F: 3 clusters Score -691731 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -691860.375000 Penalty: 4313.717773
	Iteration 4Q: 3 clusters Score -691860.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -691961.000000 Penalty: 4313.717773
	Iteration 5Q: 3 clusters Score -691961 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -692025.750000 Penalty: 4313.717773
	Iteration 6Q: 3 clusters Score -692025.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -692068.687500 Penalty: 4313.717773
	Iteration 7Q: 3 clusters Score -692068.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -692109.375000 Penalty: 4313.717773
	Iteration 8Q: 3 clusters Score -692109.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -692139.250000 Penalty: 4313.717773
	Iteration 9Q: 3 clusters Score -692139.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -692157.062500 Penalty: 4313.717773
	Iteration 10Q: 3 clusters Score -692157.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -692175.625000 Penalty: 4313.717773
	Iteration 11Q: 3 clusters Score -692175.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -692192.000000 Penalty: 4313.717773
	Iteration 12Q: 3 clusters Score -692192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -692204.187500 Penalty: 4313.717773
	Iteration 13Q: 3 clusters Score -692204.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -692216.750000 Penalty: 4313.717773
	Iteration 14Q: 3 clusters Score -692216.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -692226.187500 Penalty: 4313.717773
	Iteration 15Q: 3 clusters Score -692226.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -692234.000000 Penalty: 4313.717773
	Iteration 16Q: 3 clusters Score -692234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -692242.750000 Penalty: 4313.717773
	Iteration 17Q: 3 clusters Score -692242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -692252.187500 Penalty: 4313.717773
	Iteration 18Q: 3 clusters Score -692252.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -692263.812500 Penalty: 4313.717773
	Iteration 19Q: 3 clusters Score -692263.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -692277.000000 Penalty: 4313.717773
	Iteration 20F: 3 clusters Score -692277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -692290.375000 Penalty: 4313.717773
	Iteration 21Q: 3 clusters Score -692290.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -692298.125000 Penalty: 4313.717773
	Iteration 22Q: 3 clusters Score -692298.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -692311.062500 Penalty: 4313.717773
	Iteration 23Q: 3 clusters Score -692311.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -692326.375000 Penalty: 4313.717773
	Iteration 24Q: 3 clusters Score -692326.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -692345.062500 Penalty: 4313.717773
	Iteration 25Q: 3 clusters Score -692345.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -692361.750000 Penalty: 4313.717773
	Iteration 26Q: 3 clusters Score -692361.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -692377.437500 Penalty: 4313.717773
	Iteration 27Q: 3 clusters Score -692377.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -692394.750000 Penalty: 4313.717773
	Iteration 28Q: 3 clusters Score -692394.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -692417.937500 Penalty: 4313.717773
	Iteration 29Q: 3 clusters Score -692417.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -692438.062500 Penalty: 4313.717773
	Iteration 30Q: 3 clusters Score -692438.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -692451.562500 Penalty: 4313.717773
	Iteration 31Q: 3 clusters Score -692451.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -692470.750000 Penalty: 4313.717773
	Iteration 32Q: 3 clusters Score -692470.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -692492.000000 Penalty: 4313.717773
	Iteration 33Q: 3 clusters Score -692492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -692513.562500 Penalty: 4313.717773
	Iteration 34Q: 3 clusters Score -692513.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -692534.750000 Penalty: 4313.717773
	Iteration 35Q: 3 clusters Score -692534.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -692556.312500 Penalty: 4313.717773
	Iteration 36Q: 3 clusters Score -692556.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -692577.437500 Penalty: 4313.717773
	Iteration 37Q: 3 clusters Score -692577.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -692593.437500 Penalty: 4313.717773
	Iteration 38Q: 3 clusters Score -692593.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -692615.125000 Penalty: 4313.717773
	Iteration 39Q: 3 clusters Score -692615.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -692635.562500 Penalty: 4313.717773
	Iteration 40F: 3 clusters Score -692635.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -692654.187500 Penalty: 4313.717773
	Iteration 41Q: 3 clusters Score -692654.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -692685.875000 Penalty: 4313.717773
	Iteration 42Q: 3 clusters Score -692685.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -692720.500000 Penalty: 4313.717773
	Iteration 43Q: 3 clusters Score -692720.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -692741.937500 Penalty: 4313.717773
	Iteration 44Q: 3 clusters Score -692741.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -692764.125000 Penalty: 4313.717773
	Iteration 45Q: 3 clusters Score -692764.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -692784.187500 Penalty: 4313.717773
	Iteration 46Q: 3 clusters Score -692784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -692809.875000 Penalty: 4313.717773
	Iteration 47Q: 3 clusters Score -692809.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -692825.437500 Penalty: 4313.717773
	Iteration 48Q: 3 clusters Score -692825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -692838.187500 Penalty: 4313.717773
	Iteration 49Q: 3 clusters Score -692838.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -692854.187500 Penalty: 4313.717773
	Iteration 50Q: 3 clusters Score -692854.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -692868.250000 Penalty: 4313.717773
	Iteration 51Q: 3 clusters Score -692868.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -692877.812500 Penalty: 4313.717773
	Iteration 52Q: 3 clusters Score -692877.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -692889.625000 Penalty: 4313.717773
	Iteration 53Q: 3 clusters Score -692889.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -692906.500000 Penalty: 4313.717773
	Iteration 54Q: 3 clusters Score -692906.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -692916.625000 Penalty: 4313.717773
	Iteration 55Q: 3 clusters Score -692916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -692925.437500 Penalty: 4313.717773
	Iteration 56Q: 3 clusters Score -692925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -692929.312500 Penalty: 4313.717773
	Iteration 57Q: 3 clusters Score -692929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -692937.750000 Penalty: 4313.717773
	Iteration 58Q: 3 clusters Score -692937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -692945.312500 Penalty: 4313.717773
	Iteration 59Q: 3 clusters Score -692945.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -692953.500000 Penalty: 4313.717773
	Iteration 60F: 3 clusters Score -692953.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -692959.937500 Penalty: 4313.717773
	Iteration 61Q: 3 clusters Score -692959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -692968.562500 Penalty: 4313.717773
	Iteration 62Q: 3 clusters Score -692968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -692971.125000 Penalty: 4313.717773
	Iteration 63Q: 3 clusters Score -692971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -692975.250000 Penalty: 4313.717773
	Iteration 64Q: 3 clusters Score -692975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -692978.187500 Penalty: 4313.717773
	Iteration 65Q: 3 clusters Score -692978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -692982.187500 Penalty: 4313.717773
	Iteration 66Q: 3 clusters Score -692982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -692984.125000 Penalty: 4313.717773
	Iteration 67Q: 3 clusters Score -692984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -692986.250000 Penalty: 4313.717773
	Iteration 68Q: 3 clusters Score -692986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -692987.625000 Penalty: 4313.717773
	Iteration 69Q: 3 clusters Score -692987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -692989.187500 Penalty: 4313.717773
	Iteration 70Q: 3 clusters Score -692989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -692990.062500 Penalty: 4313.717773
	Iteration 71Q: 3 clusters Score -692990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -692990.062500 Penalty: 4313.717773
	Iteration 72F: 3 clusters Score -692990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -695189.125000 Penalty: 2181.829590
	Iteration 0F: 2 clusters Score -695189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -689801.937500 Penalty: 4363.659180
	Iteration 0F: 3 clusters Score -689801.9 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -691717.625000 Penalty: 4363.659180
	Iteration 1F: 3 clusters Score -691717.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -692524.125000 Penalty: 4363.659180
	Iteration 2F: 3 clusters Score -692524.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -693376.125000 Penalty: 4363.659180
	Iteration 3F: 3 clusters Score -693376.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -694220.062500 Penalty: 4363.659180
	Iteration 4F: 3 clusters Score -694220.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -694968.750000 Penalty: 4363.659180
	Iteration 5F: 3 clusters Score -694968.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -695490.250000 Penalty: 4363.659180
	Iteration 6F: 3 clusters Score -695490.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -695776.500000 Penalty: 4363.659180
	Iteration 7Q: 3 clusters Score -695776.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -695959.312500 Penalty: 4363.659180
	Iteration 8Q: 3 clusters Score -695959.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -696089.812500 Penalty: 4363.659180
	Iteration 9Q: 3 clusters Score -696089.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -696184.437500 Penalty: 4363.659180
	Iteration 10Q: 3 clusters Score -696184.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -696267.375000 Penalty: 4363.659180
	Iteration 11Q: 3 clusters Score -696267.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -696312.000000 Penalty: 4363.659180
	Iteration 12Q: 3 clusters Score -696312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -696329.625000 Penalty: 4363.659180
	Iteration 13Q: 3 clusters Score -696329.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -696343.875000 Penalty: 4363.659180
	Iteration 14Q: 3 clusters Score -696343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -696354.625000 Penalty: 4363.659180
	Iteration 15Q: 3 clusters Score -696354.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -696364.750000 Penalty: 4363.659180
	Iteration 16Q: 3 clusters Score -696364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -696369.125000 Penalty: 4363.659180
	Iteration 17Q: 3 clusters Score -696369.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -696373.250000 Penalty: 4363.659180
	Iteration 18Q: 3 clusters Score -696373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -696376.187500 Penalty: 4363.659180
	Iteration 19Q: 3 clusters Score -696376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696377.812500 Penalty: 4363.659180
	Iteration 20F: 3 clusters Score -696377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696379.312500 Penalty: 4363.659180
	Iteration 21Q: 3 clusters Score -696379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696381.500000 Penalty: 4363.659180
	Iteration 22Q: 3 clusters Score -696381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -696380.937500 Penalty: 4363.659180
	Iteration 23Q: 3 clusters Score -696380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -696380.937500 Penalty: 4363.659180
	Iteration 24F: 3 clusters Score -696380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Entering Unmasked Estep 
Score: -44989044.000000 Penalty: 79866.914062
Splitting cluster 7 changes total score from -44980656.000000 to -44989044.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (6151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Entering Unmasked Estep 
Score: -700169.062500 Penalty: 2163.643799
	Iteration 0F: 2 clusters Score -700169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -694933.125000 Penalty: 4327.287598
	Iteration 0F: 3 clusters Score -694933.1 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -696244.937500 Penalty: 4327.287598
	Iteration 1F: 3 clusters Score -696244.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -696547.125000 Penalty: 4327.287598
	Iteration 2F: 3 clusters Score -696547.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -696806.125000 Penalty: 4327.287598
	Iteration 3F: 3 clusters Score -696806.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -697087.687500 Penalty: 4327.287598
	Iteration 4F: 3 clusters Score -697087.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -697403.625000 Penalty: 4327.287598
	Iteration 5F: 3 clusters Score -697403.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -697701.750000 Penalty: 4327.287598
	Iteration 6F: 3 clusters Score -697701.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -697980.875000 Penalty: 4327.287598
	Iteration 7Q: 3 clusters Score -697980.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -698229.125000 Penalty: 4327.287598
	Iteration 8Q: 3 clusters Score -698229.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -698404.750000 Penalty: 4327.287598
	Iteration 9Q: 3 clusters Score -698404.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -698522.187500 Penalty: 4327.287598
	Iteration 10Q: 3 clusters Score -698522.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -698603.625000 Penalty: 4327.287598
	Iteration 11Q: 3 clusters Score -698603.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -698655.437500 Penalty: 4327.287598
	Iteration 12Q: 3 clusters Score -698655.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -698683.937500 Penalty: 4327.287598
	Iteration 13Q: 3 clusters Score -698683.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -698702.437500 Penalty: 4327.287598
	Iteration 14Q: 3 clusters Score -698702.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -698717.062500 Penalty: 4327.287598
	Iteration 15Q: 3 clusters Score -698717.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -698722.875000 Penalty: 4327.287598
	Iteration 16Q: 3 clusters Score -698722.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -698730.250000 Penalty: 4327.287598
	Iteration 17Q: 3 clusters Score -698730.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -698736.812500 Penalty: 4327.287598
	Iteration 18Q: 3 clusters Score -698736.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -698744.562500 Penalty: 4327.287598
	Iteration 19Q: 3 clusters Score -698744.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -698748.187500 Penalty: 4327.287598
	Iteration 20F: 3 clusters Score -698748.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -698753.187500 Penalty: 4327.287598
	Iteration 21Q: 3 clusters Score -698753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -698755.375000 Penalty: 4327.287598
	Iteration 22Q: 3 clusters Score -698755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -698757.062500 Penalty: 4327.287598
	Iteration 23Q: 3 clusters Score -698757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -698758.062500 Penalty: 4327.287598
	Iteration 24Q: 3 clusters Score -698758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -698760.312500 Penalty: 4327.287598
	Iteration 25Q: 3 clusters Score -698760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -698759.812500 Penalty: 4327.287598
	Iteration 26Q: 3 clusters Score -698759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -698759.000000 Penalty: 4327.287598
	Iteration 27Q: 3 clusters Score -698759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -698760.687500 Penalty: 4327.287598
	Iteration 28Q: 3 clusters Score -698760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -698761.187500 Penalty: 4327.287598
	Iteration 29Q: 3 clusters Score -698761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -698762.187500 Penalty: 4327.287598
	Iteration 30Q: 3 clusters Score -698762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -698764.000000 Penalty: 4327.287598
	Iteration 31Q: 3 clusters Score -698764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -698763.812500 Penalty: 4327.287598
	Iteration 32Q: 3 clusters Score -698763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698764.312500 Penalty: 4327.287598
	Iteration 33Q: 3 clusters Score -698764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698764.312500 Penalty: 4327.287598
	Iteration 34F: 3 clusters Score -698764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Entering Unmasked Estep 
Score: -766134.687500 Penalty: 2191.528809
	Iteration 0F: 2 clusters Score -766134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -760539.500000 Penalty: 4383.057617
	Iteration 0F: 3 clusters Score -760539.5 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -762105.375000 Penalty: 4383.057617
	Iteration 1F: 3 clusters Score -762105.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -762470.062500 Penalty: 4383.057617
	Iteration 2F: 3 clusters Score -762470.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -762779.625000 Penalty: 4383.057617
	Iteration 3F: 3 clusters Score -762779.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -763078.625000 Penalty: 4383.057617
	Iteration 4F: 3 clusters Score -763078.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -763354.000000 Penalty: 4383.057617
	Iteration 5F: 3 clusters Score -763354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -763631.812500 Penalty: 4383.057617
	Iteration 6Q: 3 clusters Score -763631.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -763877.437500 Penalty: 4383.057617
	Iteration 7Q: 3 clusters Score -763877.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -764110.437500 Penalty: 4383.057617
	Iteration 8Q: 3 clusters Score -764110.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -764277.437500 Penalty: 4383.057617
	Iteration 9Q: 3 clusters Score -764277.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -764377.562500 Penalty: 4383.057617
	Iteration 10Q: 3 clusters Score -764377.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -764453.000000 Penalty: 4383.057617
	Iteration 11Q: 3 clusters Score -764453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -764516.375000 Penalty: 4383.057617
	Iteration 12Q: 3 clusters Score -764516.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -764571.687500 Penalty: 4383.057617
	Iteration 13Q: 3 clusters Score -764571.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -764608.687500 Penalty: 4383.057617
	Iteration 14Q: 3 clusters Score -764608.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -764632.187500 Penalty: 4383.057617
	Iteration 15Q: 3 clusters Score -764632.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -764644.875000 Penalty: 4383.057617
	Iteration 16Q: 3 clusters Score -764644.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -764659.062500 Penalty: 4383.057617
	Iteration 17Q: 3 clusters Score -764659.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -764667.750000 Penalty: 4383.057617
	Iteration 18Q: 3 clusters Score -764667.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -764679.062500 Penalty: 4383.057617
	Iteration 19Q: 3 clusters Score -764679.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -764687.500000 Penalty: 4383.057617
	Iteration 20F: 3 clusters Score -764687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -764698.000000 Penalty: 4383.057617
	Iteration 21Q: 3 clusters Score -764698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -764715.562500 Penalty: 4383.057617
	Iteration 22Q: 3 clusters Score -764715.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -764722.687500 Penalty: 4383.057617
	Iteration 23Q: 3 clusters Score -764722.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -764732.125000 Penalty: 4383.057617
	Iteration 24Q: 3 clusters Score -764732.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -764745.562500 Penalty: 4383.057617
	Iteration 25Q: 3 clusters Score -764745.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -764761.812500 Penalty: 4383.057617
	Iteration 26Q: 3 clusters Score -764761.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -764775.875000 Penalty: 4383.057617
	Iteration 27Q: 3 clusters Score -764775.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -764789.187500 Penalty: 4383.057617
	Iteration 28Q: 3 clusters Score -764789.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -764803.437500 Penalty: 4383.057617
	Iteration 29Q: 3 clusters Score -764803.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -764816.562500 Penalty: 4383.057617
	Iteration 30Q: 3 clusters Score -764816.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -764829.687500 Penalty: 4383.057617
	Iteration 31Q: 3 clusters Score -764829.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -764843.750000 Penalty: 4383.057617
	Iteration 32Q: 3 clusters Score -764843.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -764862.750000 Penalty: 4383.057617
	Iteration 33Q: 3 clusters Score -764862.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -764883.687500 Penalty: 4383.057617
	Iteration 34Q: 3 clusters Score -764883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -764909.062500 Penalty: 4383.057617
	Iteration 35Q: 3 clusters Score -764909.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -764947.187500 Penalty: 4383.057617
	Iteration 36Q: 3 clusters Score -764947.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -765024.250000 Penalty: 4383.057617
	Iteration 37Q: 3 clusters Score -765024.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -765128.625000 Penalty: 4383.057617
	Iteration 38Q: 3 clusters Score -765128.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -765254.375000 Penalty: 4383.057617
	Iteration 39Q: 3 clusters Score -765254.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -765411.687500 Penalty: 4383.057617
	Iteration 40F: 3 clusters Score -765411.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -765570.437500 Penalty: 4383.057617
	Iteration 41Q: 3 clusters Score -765570.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -765743.062500 Penalty: 4383.057617
	Iteration 42Q: 3 clusters Score -765743.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -765891.625000 Penalty: 4383.057617
	Iteration 43Q: 3 clusters Score -765891.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -766031.250000 Penalty: 4383.057617
	Iteration 44Q: 3 clusters Score -766031.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -766169.062500 Penalty: 4383.057617
	Iteration 45Q: 3 clusters Score -766169.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -766327.937500 Penalty: 4383.057617
	Iteration 46Q: 3 clusters Score -766327.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -766404.125000 Penalty: 4383.057617
	Iteration 47Q: 3 clusters Score -766404.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -766439.750000 Penalty: 4383.057617
	Iteration 48Q: 3 clusters Score -766439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -766456.750000 Penalty: 4383.057617
	Iteration 49Q: 3 clusters Score -766456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -766463.812500 Penalty: 4383.057617
	Iteration 50Q: 3 clusters Score -766463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -766482.562500 Penalty: 4383.057617
	Iteration 51Q: 3 clusters Score -766482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -766488.375000 Penalty: 4383.057617
	Iteration 52Q: 3 clusters Score -766488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -766488.062500 Penalty: 4383.057617
	Iteration 53Q: 3 clusters Score -766488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -766489.937500 Penalty: 4383.057617
	Iteration 54Q: 3 clusters Score -766489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -766491.250000 Penalty: 4383.057617
	Iteration 55Q: 3 clusters Score -766491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -766494.437500 Penalty: 4383.057617
	Iteration 56Q: 3 clusters Score -766494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -766494.312500 Penalty: 4383.057617
	Iteration 57Q: 3 clusters Score -766494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -766500.062500 Penalty: 4383.057617
	Iteration 58Q: 3 clusters Score -766500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -766501.687500 Penalty: 4383.057617
	Iteration 59Q: 3 clusters Score -766501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -766518.312500 Penalty: 4383.057617
	Iteration 60F: 3 clusters Score -766518.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -766525.375000 Penalty: 4383.057617
	Iteration 61Q: 3 clusters Score -766525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -766527.062500 Penalty: 4383.057617
	Iteration 62Q: 3 clusters Score -766527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -766528.375000 Penalty: 4383.057617
	Iteration 63Q: 3 clusters Score -766528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -766528.500000 Penalty: 4383.057617
	Iteration 64Q: 3 clusters Score -766528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -766529.312500 Penalty: 4383.057617
	Iteration 65Q: 3 clusters Score -766529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -766529.062500 Penalty: 4383.057617
	Iteration 66Q: 3 clusters Score -766529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -766530.687500 Penalty: 4383.057617
	Iteration 67Q: 3 clusters Score -766530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -766530.625000 Penalty: 4383.057617
	Iteration 68Q: 3 clusters Score -766530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -766530.625000 Penalty: 4383.057617
	Iteration 69F: 3 clusters Score -766530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Entering Unmasked Estep 
Score: -44988472.000000 Penalty: 83061.593750
Splitting cluster 9 changes total score from -44980656.000000 to -44988472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -630427.500000 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -630427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -625923.375000 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -625923.4 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -627081.312500 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -627081.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -627862.937500 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -627862.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -628984.250000 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -628984.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -629640.187500 Penalty: 4222.540039
	Iteration 4F: 3 clusters Score -629640.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -630182.125000 Penalty: 4222.540039
	Iteration 5F: 3 clusters Score -630182.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -630545.937500 Penalty: 4222.540039
	Iteration 6F: 3 clusters Score -630545.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -630762.750000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -630762.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -630895.500000 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -630895.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -630973.875000 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -630973.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -631041.812500 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -631041.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -631089.375000 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -631089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -631128.625000 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -631128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -631168.187500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -631168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -631190.812500 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -631190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -631207.312500 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -631207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -631209.000000 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -631209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -631215.437500 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -631215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -631219.562500 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -631219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -631222.625000 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -631222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -631223.250000 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -631223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -631225.500000 Penalty: 4222.540039
	Iteration 21Q: 3 clusters Score -631225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -631226.437500 Penalty: 4222.540039
	Iteration 22Q: 3 clusters Score -631226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -631227.687500 Penalty: 4222.540039
	Iteration 23Q: 3 clusters Score -631227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -631227.875000 Penalty: 4222.540039
	Iteration 24Q: 3 clusters Score -631227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -631227.875000 Penalty: 4222.540039
	Iteration 25F: 3 clusters Score -631227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Entering Unmasked Estep 
Score: -44988284.000000 Penalty: 86256.265625
Splitting cluster 10 changes total score from -44980656.000000 to -44988284.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -229035.265625 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -229035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -226397.828125 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -226397.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -226853.078125 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -226853.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -226981.375000 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -226981.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -227066.109375 Penalty: 3765.813721
	Iteration 3Q: 3 clusters Score -227066.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -227117.453125 Penalty: 3765.813721
	Iteration 4Q: 3 clusters Score -227117.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -227155.812500 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -227155.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -227184.484375 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -227184.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -227208.500000 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -227208.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -227234.093750 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -227234.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227257.515625 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -227257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227276.890625 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -227276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -227288.000000 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -227288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227303.031250 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -227303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227317.593750 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -227317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -227330.046875 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -227330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -227344.875000 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -227344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -227356.765625 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -227356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -227370.953125 Penalty: 3765.813721
	Iteration 17Q: 3 clusters Score -227371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -227398.859375 Penalty: 3765.813721
	Iteration 18Q: 3 clusters Score -227398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227419.375000 Penalty: 3765.813721
	Iteration 19Q: 3 clusters Score -227419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -227448.781250 Penalty: 3765.813721
	Iteration 20F: 3 clusters Score -227448.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -227482.125000 Penalty: 3765.813721
	Iteration 21Q: 3 clusters Score -227482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -227514.187500 Penalty: 3765.813721
	Iteration 22Q: 3 clusters Score -227514.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227529.203125 Penalty: 3765.813721
	Iteration 23Q: 3 clusters Score -227529.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -227549.406250 Penalty: 3765.813721
	Iteration 24Q: 3 clusters Score -227549.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227578.921875 Penalty: 3765.813721
	Iteration 25Q: 3 clusters Score -227578.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227605.484375 Penalty: 3765.813721
	Iteration 26Q: 3 clusters Score -227605.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -227633.390625 Penalty: 3765.813721
	Iteration 27Q: 3 clusters Score -227633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227648.531250 Penalty: 3765.813721
	Iteration 28Q: 3 clusters Score -227648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -227660.890625 Penalty: 3765.813721
	Iteration 29Q: 3 clusters Score -227660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -227671.796875 Penalty: 3765.813721
	Iteration 30Q: 3 clusters Score -227671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -227682.734375 Penalty: 3765.813721
	Iteration 31Q: 3 clusters Score -227682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -227693.250000 Penalty: 3765.813721
	Iteration 32Q: 3 clusters Score -227693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -227701.125000 Penalty: 3765.813721
	Iteration 33Q: 3 clusters Score -227701.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -227714.296875 Penalty: 3765.813721
	Iteration 34Q: 3 clusters Score -227714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -227723.859375 Penalty: 3765.813721
	Iteration 35Q: 3 clusters Score -227723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -227733.312500 Penalty: 3765.813721
	Iteration 36Q: 3 clusters Score -227733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -227741.671875 Penalty: 3765.813721
	Iteration 37Q: 3 clusters Score -227741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -227746.859375 Penalty: 3765.813721
	Iteration 38Q: 3 clusters Score -227746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -227750.656250 Penalty: 3765.813721
	Iteration 39Q: 3 clusters Score -227750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -227753.687500 Penalty: 3765.813721
	Iteration 40F: 3 clusters Score -227753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -227756.953125 Penalty: 3765.813721
	Iteration 41Q: 3 clusters Score -227757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -227759.765625 Penalty: 3765.813721
	Iteration 42Q: 3 clusters Score -227759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -227761.187500 Penalty: 3765.813721
	Iteration 43Q: 3 clusters Score -227761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -227761.187500 Penalty: 3765.813721
	Iteration 44F: 3 clusters Score -227761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Entering Unmasked Estep 
Score: -987926.812500 Penalty: 2245.835938
	Iteration 0F: 2 clusters Score -987926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -981123.875000 Penalty: 4491.671875
	Iteration 0F: 3 clusters Score -981123.9 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -983168.562500 Penalty: 4491.671875
	Iteration 1F: 3 clusters Score -983168.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -983520.625000 Penalty: 4491.671875
	Iteration 2F: 3 clusters Score -983520.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -983877.250000 Penalty: 4491.671875
	Iteration 3F: 3 clusters Score -983877.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -984300.125000 Penalty: 4491.671875
	Iteration 4F: 3 clusters Score -984300.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -984932.062500 Penalty: 4491.671875
	Iteration 5F: 3 clusters Score -984932.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -985910.062500 Penalty: 4491.671875
	Iteration 6F: 3 clusters Score -985910.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -987107.375000 Penalty: 4491.671875
	Iteration 7F: 3 clusters Score -987107.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -988125.812500 Penalty: 4491.671875
	Iteration 8F: 3 clusters Score -988125.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -988806.812500 Penalty: 4491.671875
	Iteration 9F: 3 clusters Score -988806.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -989142.750000 Penalty: 4491.671875
	Iteration 10Q: 3 clusters Score -989142.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -989293.437500 Penalty: 4491.671875
	Iteration 11Q: 3 clusters Score -989293.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -989366.875000 Penalty: 4491.671875
	Iteration 12Q: 3 clusters Score -989366.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -989405.375000 Penalty: 4491.671875
	Iteration 13Q: 3 clusters Score -989405.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -989435.625000 Penalty: 4491.671875
	Iteration 14Q: 3 clusters Score -989435.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -989463.187500 Penalty: 4491.671875
	Iteration 15Q: 3 clusters Score -989463.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -989491.687500 Penalty: 4491.671875
	Iteration 16Q: 3 clusters Score -989491.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -989511.937500 Penalty: 4491.671875
	Iteration 17Q: 3 clusters Score -989511.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -989531.562500 Penalty: 4491.671875
	Iteration 18Q: 3 clusters Score -989531.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -989562.562500 Penalty: 4491.671875
	Iteration 19Q: 3 clusters Score -989562.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -989600.437500 Penalty: 4491.671875
	Iteration 20F: 3 clusters Score -989600.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -989645.687500 Penalty: 4491.671875
	Iteration 21Q: 3 clusters Score -989645.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -989728.500000 Penalty: 4491.671875
	Iteration 22Q: 3 clusters Score -989728.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -989871.687500 Penalty: 4491.671875
	Iteration 23Q: 3 clusters Score -989871.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -990141.687500 Penalty: 4491.671875
	Iteration 24Q: 3 clusters Score -990141.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -990332.750000 Penalty: 4491.671875
	Iteration 25Q: 3 clusters Score -990332.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -990404.687500 Penalty: 4491.671875
	Iteration 26Q: 3 clusters Score -990404.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -990430.250000 Penalty: 4491.671875
	Iteration 27Q: 3 clusters Score -990430.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -990438.812500 Penalty: 4491.671875
	Iteration 28Q: 3 clusters Score -990438.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -990448.437500 Penalty: 4491.671875
	Iteration 29Q: 3 clusters Score -990448.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -990454.125000 Penalty: 4491.671875
	Iteration 30Q: 3 clusters Score -990454.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -990457.937500 Penalty: 4491.671875
	Iteration 31Q: 3 clusters Score -990457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -990458.187500 Penalty: 4491.671875
	Iteration 32Q: 3 clusters Score -990458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -990460.562500 Penalty: 4491.671875
	Iteration 33Q: 3 clusters Score -990460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -990460.687500 Penalty: 4491.671875
	Iteration 34Q: 3 clusters Score -990460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -990461.562500 Penalty: 4491.671875
	Iteration 35F: 3 clusters Score -990461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -990460.750000 Penalty: 4491.671875
	Iteration 36Q: 3 clusters Score -990460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -990461.500000 Penalty: 4491.671875
	Iteration 37Q: 3 clusters Score -990461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -990461.812500 Penalty: 4491.671875
	Iteration 38Q: 3 clusters Score -990461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -990461.812500 Penalty: 4491.671875
	Iteration 39F: 3 clusters Score -990461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 83481 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Entering Unmasked Estep 
Score: -44989800.000000 Penalty: 89450.945312
Splitting cluster 12 changes total score from -44980656.000000 to -44989800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (83481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Entering Unmasked Estep 
Score: -9970587.000000 Penalty: 2810.428955
	Iteration 0F: 2 clusters Score -9970587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -9914988.000000 Penalty: 5620.857910
	Iteration 0F: 3 clusters Score -9914988 nChanged 39251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -9939515.000000 Penalty: 5620.857910
	Iteration 1F: 3 clusters Score -9939515 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -9944443.000000 Penalty: 5620.857910
	Iteration 2F: 3 clusters Score -9944443 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -9952514.000000 Penalty: 5620.857910
	Iteration 3F: 3 clusters Score -9952514 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -9960265.000000 Penalty: 5620.857910
	Iteration 4F: 3 clusters Score -9960265 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -9964324.000000 Penalty: 5620.857910
	Iteration 5F: 3 clusters Score -9964324 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -9966232.000000 Penalty: 5620.857910
	Iteration 6Q: 3 clusters Score -9966232 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -9966993.000000 Penalty: 5620.857910
	Iteration 7Q: 3 clusters Score -9966993 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -9967540.000000 Penalty: 5620.857910
	Iteration 8Q: 3 clusters Score -9967540 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -9967995.000000 Penalty: 5620.857910
	Iteration 9Q: 3 clusters Score -9967995 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -9968367.000000 Penalty: 5620.857910
	Iteration 10Q: 3 clusters Score -9968367 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -9968646.000000 Penalty: 5620.857910
	Iteration 11Q: 3 clusters Score -9968646 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -9968920.000000 Penalty: 5620.857910
	Iteration 12Q: 3 clusters Score -9968920 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -9969151.000000 Penalty: 5620.857910
	Iteration 13Q: 3 clusters Score -9969151 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -9969292.000000 Penalty: 5620.857910
	Iteration 14Q: 3 clusters Score -9969292 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9969503.000000 Penalty: 5620.857910
	Iteration 15Q: 3 clusters Score -9969503 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -9969659.000000 Penalty: 5620.857910
	Iteration 16Q: 3 clusters Score -9969659 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -9969865.000000 Penalty: 5620.857910
	Iteration 17Q: 3 clusters Score -9969865 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -9969981.000000 Penalty: 5620.857910
	Iteration 18Q: 3 clusters Score -9969981 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -9970115.000000 Penalty: 5620.857910
	Iteration 19Q: 3 clusters Score -9970115 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -9970221.000000 Penalty: 5620.857910
	Iteration 20F: 3 clusters Score -9970221 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -9970329.000000 Penalty: 5620.857910
	Iteration 21Q: 3 clusters Score -9970329 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -9970451.000000 Penalty: 5620.857910
	Iteration 22Q: 3 clusters Score -9970451 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -9970495.000000 Penalty: 5620.857910
	Iteration 23Q: 3 clusters Score -9970495 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -9970521.000000 Penalty: 5620.857910
	Iteration 24Q: 3 clusters Score -9970521 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -9970612.000000 Penalty: 5620.857910
	Iteration 25Q: 3 clusters Score -9970612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -9970628.000000 Penalty: 5620.857910
	Iteration 26Q: 3 clusters Score -9970628 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -9970627.000000 Penalty: 5620.857910
	Iteration 27Q: 3 clusters Score -9970627 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -9970635.000000 Penalty: 5620.857910
	Iteration 28Q: 3 clusters Score -9970635 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -9970664.000000 Penalty: 5620.857910
	Iteration 29Q: 3 clusters Score -9970664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -9970696.000000 Penalty: 5620.857910
	Iteration 30Q: 3 clusters Score -9970696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9970714.000000 Penalty: 5620.857910
	Iteration 31Q: 3 clusters Score -9970714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -9970718.000000 Penalty: 5620.857910
	Iteration 32Q: 3 clusters Score -9970718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -9970735.000000 Penalty: 5620.857910
	Iteration 33Q: 3 clusters Score -9970735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -9970761.000000 Penalty: 5620.857910
	Iteration 34Q: 3 clusters Score -9970761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -9970752.000000 Penalty: 5620.857910
	Iteration 35Q: 3 clusters Score -9970752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -9970774.000000 Penalty: 5620.857910
	Iteration 36Q: 3 clusters Score -9970774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -9970754.000000 Penalty: 5620.857910
	Iteration 37Q: 3 clusters Score -9970754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -9970759.000000 Penalty: 5620.857910
	Iteration 38Q: 3 clusters Score -9970759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -9970761.000000 Penalty: 5620.857910
	Iteration 39Q: 3 clusters Score -9970761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -9970769.000000 Penalty: 5620.857910
	Iteration 40F: 3 clusters Score -9970769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9970774.000000 Penalty: 5620.857910
	Iteration 41Q: 3 clusters Score -9970774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -9970767.000000 Penalty: 5620.857910
	Iteration 42Q: 3 clusters Score -9970767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -9970780.000000 Penalty: 5620.857910
	Iteration 43Q: 3 clusters Score -9970780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -9970795.000000 Penalty: 5620.857910
	Iteration 44Q: 3 clusters Score -9970795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -9970793.000000 Penalty: 5620.857910
	Iteration 45Q: 3 clusters Score -9970793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -9970798.000000 Penalty: 5620.857910
	Iteration 46Q: 3 clusters Score -9970798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -9970798.000000 Penalty: 5620.857910
	Iteration 47Q: 3 clusters Score -9970798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -9970814.000000 Penalty: 5620.857910
	Iteration 48Q: 3 clusters Score -9970814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -9970827.000000 Penalty: 5620.857910
	Iteration 49Q: 3 clusters Score -9970827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -9970830.000000 Penalty: 5620.857910
	Iteration 50Q: 3 clusters Score -9970830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -9970815.000000 Penalty: 5620.857910
	Iteration 51Q: 3 clusters Score -9970815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -9970827.000000 Penalty: 5620.857910
	Iteration 52Q: 3 clusters Score -9970827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -9970833.000000 Penalty: 5620.857910
	Iteration 53Q: 3 clusters Score -9970833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -9970847.000000 Penalty: 5620.857910
	Iteration 54Q: 3 clusters Score -9970847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -9970841.000000 Penalty: 5620.857910
	Iteration 55Q: 3 clusters Score -9970841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -9970840.000000 Penalty: 5620.857910
	Iteration 56Q: 3 clusters Score -9970840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -9970846.000000 Penalty: 5620.857910
	Iteration 57Q: 3 clusters Score -9970846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -9970840.000000 Penalty: 5620.857910
	Iteration 58Q: 3 clusters Score -9970840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -9970846.000000 Penalty: 5620.857910
	Iteration 59Q: 3 clusters Score -9970846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -9970847.000000 Penalty: 5620.857910
	Iteration 60F: 3 clusters Score -9970847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Entering Unmasked Estep 
Score: -44989640.000000 Penalty: 92645.625000
Splitting cluster 13 changes total score from -44980656.000000 to -44989640.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (74418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Entering Unmasked Estep 
Score: -8804763.000000 Penalty: 2781.928223
	Iteration 0F: 2 clusters Score -8804763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -8754529.000000 Penalty: 5563.856445
	Iteration 0F: 3 clusters Score -8754529 nChanged 35014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -8775106.000000 Penalty: 5563.856445
	Iteration 1F: 3 clusters Score -8775106 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8777074.000000 Penalty: 5563.856445
	Iteration 2F: 3 clusters Score -8777074 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8780470.000000 Penalty: 5563.856445
	Iteration 3F: 3 clusters Score -8780470 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -8785892.000000 Penalty: 5563.856445
	Iteration 4F: 3 clusters Score -8785892 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -8792091.000000 Penalty: 5563.856445
	Iteration 5F: 3 clusters Score -8792091 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -8796707.000000 Penalty: 5563.856445
	Iteration 6F: 3 clusters Score -8796707 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -8799255.000000 Penalty: 5563.856445
	Iteration 7Q: 3 clusters Score -8799255 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -8800690.000000 Penalty: 5563.856445
	Iteration 8Q: 3 clusters Score -8800690 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -8801515.000000 Penalty: 5563.856445
	Iteration 9Q: 3 clusters Score -8801515 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -8802083.000000 Penalty: 5563.856445
	Iteration 10Q: 3 clusters Score -8802083 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -8802432.000000 Penalty: 5563.856445
	Iteration 11Q: 3 clusters Score -8802432 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -8802712.000000 Penalty: 5563.856445
	Iteration 12Q: 3 clusters Score -8802712 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -8802939.000000 Penalty: 5563.856445
	Iteration 13Q: 3 clusters Score -8802939 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -8803151.000000 Penalty: 5563.856445
	Iteration 14Q: 3 clusters Score -8803151 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -8803334.000000 Penalty: 5563.856445
	Iteration 15Q: 3 clusters Score -8803334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -8803445.000000 Penalty: 5563.856445
	Iteration 16Q: 3 clusters Score -8803445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -8803534.000000 Penalty: 5563.856445
	Iteration 17Q: 3 clusters Score -8803534 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -8803648.000000 Penalty: 5563.856445
	Iteration 18Q: 3 clusters Score -8803648 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -8803691.000000 Penalty: 5563.856445
	Iteration 19Q: 3 clusters Score -8803691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -8803734.000000 Penalty: 5563.856445
	Iteration 20F: 3 clusters Score -8803734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -8803796.000000 Penalty: 5563.856445
	Iteration 21Q: 3 clusters Score -8803796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -8803839.000000 Penalty: 5563.856445
	Iteration 22Q: 3 clusters Score -8803839 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -8803887.000000 Penalty: 5563.856445
	Iteration 23Q: 3 clusters Score -8803887 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -8803910.000000 Penalty: 5563.856445
	Iteration 24Q: 3 clusters Score -8803910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -8803969.000000 Penalty: 5563.856445
	Iteration 25Q: 3 clusters Score -8803969 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -8803982.000000 Penalty: 5563.856445
	Iteration 26Q: 3 clusters Score -8803982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -8803999.000000 Penalty: 5563.856445
	Iteration 27Q: 3 clusters Score -8803999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -8804028.000000 Penalty: 5563.856445
	Iteration 28Q: 3 clusters Score -8804028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -8804095.000000 Penalty: 5563.856445
	Iteration 29Q: 3 clusters Score -8804095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -8804173.000000 Penalty: 5563.856445
	Iteration 30Q: 3 clusters Score -8804173 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -8804275.000000 Penalty: 5563.856445
	Iteration 31Q: 3 clusters Score -8804275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -8804337.000000 Penalty: 5563.856445
	Iteration 32Q: 3 clusters Score -8804337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -8804392.000000 Penalty: 5563.856445
	Iteration 33Q: 3 clusters Score -8804392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -8804428.000000 Penalty: 5563.856445
	Iteration 34Q: 3 clusters Score -8804428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -8804464.000000 Penalty: 5563.856445
	Iteration 35Q: 3 clusters Score -8804464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -8804466.000000 Penalty: 5563.856445
	Iteration 36Q: 3 clusters Score -8804466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -8804491.000000 Penalty: 5563.856445
	Iteration 37Q: 3 clusters Score -8804491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -8804478.000000 Penalty: 5563.856445
	Iteration 38Q: 3 clusters Score -8804478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -8804480.000000 Penalty: 5563.856445
	Iteration 39Q: 3 clusters Score -8804480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -8804597.000000 Penalty: 5563.856445
	Iteration 40F: 3 clusters Score -8804597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -8804690.000000 Penalty: 5563.856445
	Iteration 41Q: 3 clusters Score -8804690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -8804758.000000 Penalty: 5563.856445
	Iteration 42Q: 3 clusters Score -8804758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -8804797.000000 Penalty: 5563.856445
	Iteration 43Q: 3 clusters Score -8804797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -8804827.000000 Penalty: 5563.856445
	Iteration 44Q: 3 clusters Score -8804827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -8804832.000000 Penalty: 5563.856445
	Iteration 45Q: 3 clusters Score -8804832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -8804814.000000 Penalty: 5563.856445
	Iteration 46Q: 3 clusters Score -8804814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -8804805.000000 Penalty: 5563.856445
	Iteration 47Q: 3 clusters Score -8804805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -8804809.000000 Penalty: 5563.856445
	Iteration 48Q: 3 clusters Score -8804809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -8804809.000000 Penalty: 5563.856445
	Iteration 49Q: 3 clusters Score -8804809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -8804818.000000 Penalty: 5563.856445
	Iteration 50Q: 3 clusters Score -8804818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -8804816.000000 Penalty: 5563.856445
	Iteration 51Q: 3 clusters Score -8804816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -8804826.000000 Penalty: 5563.856445
	Iteration 52Q: 3 clusters Score -8804826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -8804825.000000 Penalty: 5563.856445
	Iteration 53Q: 3 clusters Score -8804825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -8804819.000000 Penalty: 5563.856445
	Iteration 54Q: 3 clusters Score -8804819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -8804817.000000 Penalty: 5563.856445
	Iteration 55Q: 3 clusters Score -8804817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -8804824.000000 Penalty: 5563.856445
	Iteration 56Q: 3 clusters Score -8804824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -8804818.000000 Penalty: 5563.856445
	Iteration 57Q: 3 clusters Score -8804818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -8804828.000000 Penalty: 5563.856445
	Iteration 58Q: 3 clusters Score -8804828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -8804829.000000 Penalty: 5563.856445
	Iteration 59Q: 3 clusters Score -8804829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -8804819.000000 Penalty: 5563.856445
	Iteration 60F: 3 clusters Score -8804819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -8804828.000000 Penalty: 5563.856445
	Iteration 61Q: 3 clusters Score -8804828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -8804833.000000 Penalty: 5563.856445
	Iteration 62Q: 3 clusters Score -8804833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -8804837.000000 Penalty: 5563.856445
	Iteration 63Q: 3 clusters Score -8804837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -8804837.000000 Penalty: 5563.856445
	Iteration 64Q: 3 clusters Score -8804837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -8804841.000000 Penalty: 5563.856445
	Iteration 65Q: 3 clusters Score -8804841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -8804842.000000 Penalty: 5563.856445
	Iteration 66Q: 3 clusters Score -8804842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -8804842.000000 Penalty: 5563.856445
	Iteration 67Q: 3 clusters Score -8804842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -8804847.000000 Penalty: 5563.856445
	Iteration 68Q: 3 clusters Score -8804847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -8804847.000000 Penalty: 5563.856445
	Iteration 69Q: 3 clusters Score -8804847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -8804850.000000 Penalty: 5563.856445
	Iteration 70Q: 3 clusters Score -8804850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -8804850.000000 Penalty: 5563.856445
	Iteration 71F: 3 clusters Score -8804850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Entering Unmasked Estep 
Score: -44989356.000000 Penalty: 95840.296875
Splitting cluster 16 changes total score from -44980656.000000 to -44989356.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -815749.000000 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -815749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -809769.062500 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -809769.1 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -811541.125000 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -811541.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -812006.000000 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -812006 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -812587.812500 Penalty: 4411.892090
	Iteration 3F: 3 clusters Score -812587.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -813231.250000 Penalty: 4411.892090
	Iteration 4F: 3 clusters Score -813231.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -813844.375000 Penalty: 4411.892090
	Iteration 5F: 3 clusters Score -813844.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -814336.937500 Penalty: 4411.892090
	Iteration 6F: 3 clusters Score -814336.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -814645.375000 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -814645.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -814935.187500 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -814935.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -815218.375000 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -815218.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -815503.937500 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -815503.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -815765.750000 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -815765.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -815983.375000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -815983.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -816148.500000 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -816148.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -816281.000000 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -816281 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -816369.312500 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -816369.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -816419.187500 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -816419.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -816441.875000 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -816441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -816455.375000 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -816455.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -816466.000000 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -816466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -816479.375000 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -816479.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -816487.687500 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -816487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -816491.187500 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -816491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -816494.812500 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -816494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -816495.875000 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -816495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -816499.062500 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -816499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -816504.062500 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -816504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -816507.562500 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -816507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -816509.750000 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -816509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -816511.125000 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -816511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -816513.562500 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -816513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -816514.812500 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -816514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -816513.125000 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -816513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -816513.625000 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -816513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -816514.500000 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -816514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -816513.000000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -816513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -816517.375000 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -816517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -816516.750000 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -816516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -816517.250000 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -816517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -816517.937500 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -816517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -816517.875000 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -816517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -816519.125000 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -816519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -816520.687500 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -816520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -816520.312500 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -816520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -816520.625000 Penalty: 4411.892090
	Iteration 44Q: 3 clusters Score -816520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -816522.312500 Penalty: 4411.892090
	Iteration 45Q: 3 clusters Score -816522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -816522.312500 Penalty: 4411.892090
	Iteration 46F: 3 clusters Score -816522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Mstep: Class 31 contains 3993 members 
Entering Unmasked Estep 
Score: -44989028.000000 Penalty: 99034.976562
Splitting cluster 17 changes total score from -44980656.000000 to -44989028.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1077569.000000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1077569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1069887.500000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1069888 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1072673.625000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1072674 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1074075.250000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1074075 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1075658.375000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1075658 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1077072.375000 Penalty: 4576.445801
	Iteration 4F: 3 clusters Score -1077072 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1078127.000000 Penalty: 4576.445801
	Iteration 5F: 3 clusters Score -1078127 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1078963.250000 Penalty: 4576.445801
	Iteration 6F: 3 clusters Score -1078963 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1079656.375000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1079656 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1080120.000000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1080120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1080321.750000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1080322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1080416.875000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1080417 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1080482.000000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1080482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1080525.625000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1080526 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1080566.000000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1080566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1080585.125000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1080585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1080602.375000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1080602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1080611.000000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1080611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1080619.000000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1080619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1080626.000000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1080626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1080631.500000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1080632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1080635.750000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1080636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1080642.625000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1080643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1080646.000000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1080646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1080645.625000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1080646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1080648.125000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1080648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1080648.750000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1080649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1080654.875000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1080655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1080659.000000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1080659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1080658.750000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1080659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1080656.750000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1080657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1080658.875000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1080659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1080659.125000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1080659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1080661.750000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1080662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1080666.375000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1080666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1080666.625000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1080667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1080669.750000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1080670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1080670.875000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1080671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1080670.750000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1080671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1080671.750000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1080672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1080671.500000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1080672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1080672.375000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1080672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1080672.125000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1080672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1080673.750000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1080674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1080677.875000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1080678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1080680.750000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1080681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1080681.125000 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1080681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1080683.750000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1080684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1080686.375000 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1080686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1080685.000000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1080685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1080687.750000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1080688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1080688.750000 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1080689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1080688.250000 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1080688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1080688.250000 Penalty: 4576.445801
	Iteration 52F: 3 clusters Score -1080688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 7896 members 
Entering Unmasked Estep 
Score: -44991324.000000 Penalty: 102229.648438
Splitting cluster 19 changes total score from -44980656.000000 to -44991324.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (8976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Entering Unmasked Estep 
Score: -1054270.375000 Penalty: 2257.372803
	Iteration 0F: 2 clusters Score -1054270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1047338.312500 Penalty: 4514.745605
	Iteration 0F: 3 clusters Score -1047338 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1049387.250000 Penalty: 4514.745605
	Iteration 1F: 3 clusters Score -1049387 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1049821.125000 Penalty: 4514.745605
	Iteration 2F: 3 clusters Score -1049821 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1050226.000000 Penalty: 4514.745605
	Iteration 3F: 3 clusters Score -1050226 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1050635.625000 Penalty: 4514.745605
	Iteration 4F: 3 clusters Score -1050636 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1050984.750000 Penalty: 4514.745605
	Iteration 5F: 3 clusters Score -1050985 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1051285.375000 Penalty: 4514.745605
	Iteration 6Q: 3 clusters Score -1051285 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1051588.000000 Penalty: 4514.745605
	Iteration 7Q: 3 clusters Score -1051588 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1051875.125000 Penalty: 4514.745605
	Iteration 8Q: 3 clusters Score -1051875 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1052123.000000 Penalty: 4514.745605
	Iteration 9Q: 3 clusters Score -1052123 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1052356.125000 Penalty: 4514.745605
	Iteration 10Q: 3 clusters Score -1052356 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1052546.125000 Penalty: 4514.745605
	Iteration 11Q: 3 clusters Score -1052546 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1052694.875000 Penalty: 4514.745605
	Iteration 12Q: 3 clusters Score -1052695 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1052816.500000 Penalty: 4514.745605
	Iteration 13Q: 3 clusters Score -1052816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1052912.875000 Penalty: 4514.745605
	Iteration 14Q: 3 clusters Score -1052913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1052977.375000 Penalty: 4514.745605
	Iteration 15Q: 3 clusters Score -1052977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1053019.750000 Penalty: 4514.745605
	Iteration 16Q: 3 clusters Score -1053020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1053051.000000 Penalty: 4514.745605
	Iteration 17Q: 3 clusters Score -1053051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1053088.875000 Penalty: 4514.745605
	Iteration 18Q: 3 clusters Score -1053089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1053127.375000 Penalty: 4514.745605
	Iteration 19Q: 3 clusters Score -1053127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1053159.625000 Penalty: 4514.745605
	Iteration 20F: 3 clusters Score -1053160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1053186.125000 Penalty: 4514.745605
	Iteration 21Q: 3 clusters Score -1053186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1053211.375000 Penalty: 4514.745605
	Iteration 22Q: 3 clusters Score -1053211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1053228.125000 Penalty: 4514.745605
	Iteration 23Q: 3 clusters Score -1053228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1053245.625000 Penalty: 4514.745605
	Iteration 24Q: 3 clusters Score -1053246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1053263.750000 Penalty: 4514.745605
	Iteration 25Q: 3 clusters Score -1053264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1053276.875000 Penalty: 4514.745605
	Iteration 26Q: 3 clusters Score -1053277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1053289.250000 Penalty: 4514.745605
	Iteration 27Q: 3 clusters Score -1053289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1053303.625000 Penalty: 4514.745605
	Iteration 28Q: 3 clusters Score -1053304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1053311.750000 Penalty: 4514.745605
	Iteration 29Q: 3 clusters Score -1053312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1053317.750000 Penalty: 4514.745605
	Iteration 30Q: 3 clusters Score -1053318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1053323.250000 Penalty: 4514.745605
	Iteration 31Q: 3 clusters Score -1053323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1053332.625000 Penalty: 4514.745605
	Iteration 32Q: 3 clusters Score -1053333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1053345.625000 Penalty: 4514.745605
	Iteration 33Q: 3 clusters Score -1053346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1053353.875000 Penalty: 4514.745605
	Iteration 34Q: 3 clusters Score -1053354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1053359.500000 Penalty: 4514.745605
	Iteration 35Q: 3 clusters Score -1053360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1053366.625000 Penalty: 4514.745605
	Iteration 36Q: 3 clusters Score -1053367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1053367.750000 Penalty: 4514.745605
	Iteration 37Q: 3 clusters Score -1053368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1053371.500000 Penalty: 4514.745605
	Iteration 38Q: 3 clusters Score -1053372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1053373.375000 Penalty: 4514.745605
	Iteration 39Q: 3 clusters Score -1053373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1053375.000000 Penalty: 4514.745605
	Iteration 40F: 3 clusters Score -1053375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1053376.000000 Penalty: 4514.745605
	Iteration 41Q: 3 clusters Score -1053376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1053375.625000 Penalty: 4514.745605
	Iteration 42Q: 3 clusters Score -1053376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1053377.125000 Penalty: 4514.745605
	Iteration 43Q: 3 clusters Score -1053377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1053380.750000 Penalty: 4514.745605
	Iteration 44Q: 3 clusters Score -1053381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1053385.625000 Penalty: 4514.745605
	Iteration 45Q: 3 clusters Score -1053386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1053389.500000 Penalty: 4514.745605
	Iteration 46Q: 3 clusters Score -1053390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1053394.000000 Penalty: 4514.745605
	Iteration 47Q: 3 clusters Score -1053394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1053394.750000 Penalty: 4514.745605
	Iteration 48Q: 3 clusters Score -1053395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1053393.875000 Penalty: 4514.745605
	Iteration 49Q: 3 clusters Score -1053394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1053394.375000 Penalty: 4514.745605
	Iteration 50Q: 3 clusters Score -1053394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1053398.375000 Penalty: 4514.745605
	Iteration 51Q: 3 clusters Score -1053398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1053399.500000 Penalty: 4514.745605
	Iteration 52Q: 3 clusters Score -1053400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1053399.875000 Penalty: 4514.745605
	Iteration 53Q: 3 clusters Score -1053400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1053402.875000 Penalty: 4514.745605
	Iteration 54Q: 3 clusters Score -1053403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1053402.625000 Penalty: 4514.745605
	Iteration 55Q: 3 clusters Score -1053403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1053402.625000 Penalty: 4514.745605
	Iteration 56F: 3 clusters Score -1053403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Entering Unmasked Estep 
Score: -749172.812500 Penalty: 2179.079102
	Iteration 0F: 2 clusters Score -749172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -743728.250000 Penalty: 4358.158203
	Iteration 0F: 3 clusters Score -743728.2 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -745064.250000 Penalty: 4358.158203
	Iteration 1F: 3 clusters Score -745064.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -745253.937500 Penalty: 4358.158203
	Iteration 2F: 3 clusters Score -745253.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -745414.937500 Penalty: 4358.158203
	Iteration 3Q: 3 clusters Score -745414.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -745568.875000 Penalty: 4358.158203
	Iteration 4Q: 3 clusters Score -745568.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -745736.500000 Penalty: 4358.158203
	Iteration 5Q: 3 clusters Score -745736.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -745913.437500 Penalty: 4358.158203
	Iteration 6Q: 3 clusters Score -745913.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -746109.875000 Penalty: 4358.158203
	Iteration 7Q: 3 clusters Score -746109.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -746303.000000 Penalty: 4358.158203
	Iteration 8Q: 3 clusters Score -746303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -746534.875000 Penalty: 4358.158203
	Iteration 9Q: 3 clusters Score -746534.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -746763.625000 Penalty: 4358.158203
	Iteration 10Q: 3 clusters Score -746763.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -746966.750000 Penalty: 4358.158203
	Iteration 11Q: 3 clusters Score -746966.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -747109.937500 Penalty: 4358.158203
	Iteration 12Q: 3 clusters Score -747109.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -747235.937500 Penalty: 4358.158203
	Iteration 13Q: 3 clusters Score -747235.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -747370.312500 Penalty: 4358.158203
	Iteration 14Q: 3 clusters Score -747370.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -747505.937500 Penalty: 4358.158203
	Iteration 15Q: 3 clusters Score -747505.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -747658.312500 Penalty: 4358.158203
	Iteration 16Q: 3 clusters Score -747658.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -747901.937500 Penalty: 4358.158203
	Iteration 17Q: 3 clusters Score -747901.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -748264.875000 Penalty: 4358.158203
	Iteration 18Q: 3 clusters Score -748264.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -748474.687500 Penalty: 4358.158203
	Iteration 19Q: 3 clusters Score -748474.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -748571.062500 Penalty: 4358.158203
	Iteration 20F: 3 clusters Score -748571.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -748638.250000 Penalty: 4358.158203
	Iteration 21Q: 3 clusters Score -748638.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -748687.437500 Penalty: 4358.158203
	Iteration 22Q: 3 clusters Score -748687.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -748709.062500 Penalty: 4358.158203
	Iteration 23Q: 3 clusters Score -748709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -748716.125000 Penalty: 4358.158203
	Iteration 24Q: 3 clusters Score -748716.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -748728.562500 Penalty: 4358.158203
	Iteration 25Q: 3 clusters Score -748728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -748733.437500 Penalty: 4358.158203
	Iteration 26Q: 3 clusters Score -748733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -748740.687500 Penalty: 4358.158203
	Iteration 27Q: 3 clusters Score -748740.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -748742.187500 Penalty: 4358.158203
	Iteration 28Q: 3 clusters Score -748742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -748744.250000 Penalty: 4358.158203
	Iteration 29Q: 3 clusters Score -748744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -748747.500000 Penalty: 4358.158203
	Iteration 30Q: 3 clusters Score -748747.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -748749.500000 Penalty: 4358.158203
	Iteration 31Q: 3 clusters Score -748749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -748748.812500 Penalty: 4358.158203
	Iteration 32Q: 3 clusters Score -748748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -748748.812500 Penalty: 4358.158203
	Iteration 33F: 3 clusters Score -748748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Entering Unmasked Estep 
Score: -1582625.875000 Penalty: 2363.735352
	Iteration 0F: 2 clusters Score -1582626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1572711.750000 Penalty: 4727.470703
	Iteration 0F: 3 clusters Score -1572712 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1578498.750000 Penalty: 4727.470703
	Iteration 1F: 3 clusters Score -1578499 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1581566.375000 Penalty: 4727.470703
	Iteration 2F: 3 clusters Score -1581566 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1584722.750000 Penalty: 4727.470703
	Iteration 3F: 3 clusters Score -1584723 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1586962.000000 Penalty: 4727.470703
	Iteration 4F: 3 clusters Score -1586962 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1587977.625000 Penalty: 4727.470703
	Iteration 5F: 3 clusters Score -1587978 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1588459.250000 Penalty: 4727.470703
	Iteration 6Q: 3 clusters Score -1588459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1588696.000000 Penalty: 4727.470703
	Iteration 7Q: 3 clusters Score -1588696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1588809.000000 Penalty: 4727.470703
	Iteration 8Q: 3 clusters Score -1588809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1588850.500000 Penalty: 4727.470703
	Iteration 9Q: 3 clusters Score -1588850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1588870.000000 Penalty: 4727.470703
	Iteration 10Q: 3 clusters Score -1588870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1588876.750000 Penalty: 4727.470703
	Iteration 11Q: 3 clusters Score -1588877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1588882.625000 Penalty: 4727.470703
	Iteration 12Q: 3 clusters Score -1588883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1588884.250000 Penalty: 4727.470703
	Iteration 13Q: 3 clusters Score -1588884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1588887.375000 Penalty: 4727.470703
	Iteration 14Q: 3 clusters Score -1588887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1588888.375000 Penalty: 4727.470703
	Iteration 15Q: 3 clusters Score -1588888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1588887.125000 Penalty: 4727.470703
	Iteration 16Q: 3 clusters Score -1588887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1588894.750000 Penalty: 4727.470703
	Iteration 17Q: 3 clusters Score -1588895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1588894.125000 Penalty: 4727.470703
	Iteration 18Q: 3 clusters Score -1588894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1588900.500000 Penalty: 4727.470703
	Iteration 19Q: 3 clusters Score -1588900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1588900.375000 Penalty: 4727.470703
	Iteration 20F: 3 clusters Score -1588900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1588904.125000 Penalty: 4727.470703
	Iteration 21Q: 3 clusters Score -1588904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1588909.125000 Penalty: 4727.470703
	Iteration 22Q: 3 clusters Score -1588909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1588907.250000 Penalty: 4727.470703
	Iteration 23Q: 3 clusters Score -1588907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1588908.875000 Penalty: 4727.470703
	Iteration 24Q: 3 clusters Score -1588909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1588910.625000 Penalty: 4727.470703
	Iteration 25Q: 3 clusters Score -1588911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1588909.000000 Penalty: 4727.470703
	Iteration 26Q: 3 clusters Score -1588909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1588911.125000 Penalty: 4727.470703
	Iteration 27Q: 3 clusters Score -1588911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1588911.000000 Penalty: 4727.470703
	Iteration 28Q: 3 clusters Score -1588911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1588910.750000 Penalty: 4727.470703
	Iteration 29Q: 3 clusters Score -1588911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1588913.250000 Penalty: 4727.470703
	Iteration 30Q: 3 clusters Score -1588913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1588913.250000 Penalty: 4727.470703
	Iteration 31Q: 3 clusters Score -1588913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1588912.500000 Penalty: 4727.470703
	Iteration 32Q: 3 clusters Score -1588912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1588914.125000 Penalty: 4727.470703
	Iteration 33Q: 3 clusters Score -1588914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1588915.000000 Penalty: 4727.470703
	Iteration 34Q: 3 clusters Score -1588915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1588916.625000 Penalty: 4727.470703
	Iteration 35Q: 3 clusters Score -1588917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1588917.500000 Penalty: 4727.470703
	Iteration 36Q: 3 clusters Score -1588918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1588916.375000 Penalty: 4727.470703
	Iteration 37Q: 3 clusters Score -1588916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1588921.000000 Penalty: 4727.470703
	Iteration 38Q: 3 clusters Score -1588921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1588922.000000 Penalty: 4727.470703
	Iteration 39Q: 3 clusters Score -1588922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1588921.500000 Penalty: 4727.470703
	Iteration 40F: 3 clusters Score -1588922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1588921.875000 Penalty: 4727.470703
	Iteration 41Q: 3 clusters Score -1588922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1588925.000000 Penalty: 4727.470703
	Iteration 42Q: 3 clusters Score -1588925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1588924.250000 Penalty: 4727.470703
	Iteration 43Q: 3 clusters Score -1588924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1588924.250000 Penalty: 4727.470703
	Iteration 44F: 3 clusters Score -1588924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 11474 members 
Entering Unmasked Estep 
Score: -44996784.000000 Penalty: 105424.328125
Splitting cluster 22 changes total score from -44980656.000000 to -44996784.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -426939.625000 Penalty: 2069.731689
	Iteration 0F: 2 clusters Score -426939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -423168.718750 Penalty: 4139.463379
	Iteration 0F: 3 clusters Score -423168.7 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -425129.031250 Penalty: 4139.463379
	Iteration 1F: 3 clusters Score -425129 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -428634.656250 Penalty: 4139.463379
	Iteration 2F: 3 clusters Score -428634.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -431834.031250 Penalty: 4139.463379
	Iteration 3F: 3 clusters Score -431834 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -432434.156250 Penalty: 4139.463379
	Iteration 4F: 3 clusters Score -432434.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -432495.093750 Penalty: 4139.463379
	Iteration 5Q: 3 clusters Score -432495.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -432510.781250 Penalty: 4139.463379
	Iteration 6Q: 3 clusters Score -432510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -432522.312500 Penalty: 4139.463379
	Iteration 7Q: 3 clusters Score -432522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -432526.562500 Penalty: 4139.463379
	Iteration 8Q: 3 clusters Score -432526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -432527.312500 Penalty: 4139.463379
	Iteration 9Q: 3 clusters Score -432527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -432528.406250 Penalty: 4139.463379
	Iteration 10Q: 3 clusters Score -432528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -432529.125000 Penalty: 4139.463379
	Iteration 11Q: 3 clusters Score -432529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -432529.093750 Penalty: 4139.463379
	Iteration 12Q: 3 clusters Score -432529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -432529.625000 Penalty: 4139.463379
	Iteration 13Q: 3 clusters Score -432529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -432529.593750 Penalty: 4139.463379
	Iteration 14Q: 3 clusters Score -432529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -432529.593750 Penalty: 4139.463379
	Iteration 15F: 3 clusters Score -432529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 2402 members 
Mstep: Class 24 contains 15371 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 11474 members 
Mstep: Class 34 contains 1810 members 
Entering Unmasked Estep 
Score: -45001192.000000 Penalty: 108619.007812
Splitting cluster 23 changes total score from -44980656.000000 to -45001192.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (15371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Entering Unmasked Estep 
Score: -1697678.375000 Penalty: 2390.779053
	Iteration 0F: 2 clusters Score -1697678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1686582.500000 Penalty: 4781.558105
	Iteration 0F: 3 clusters Score -1686582 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1690714.000000 Penalty: 4781.558105
	Iteration 1F: 3 clusters Score -1690714 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1691733.375000 Penalty: 4781.558105
	Iteration 2F: 3 clusters Score -1691733 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1692743.250000 Penalty: 4781.558105
	Iteration 3F: 3 clusters Score -1692743 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1693625.500000 Penalty: 4781.558105
	Iteration 4F: 3 clusters Score -1693626 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1694353.500000 Penalty: 4781.558105
	Iteration 5F: 3 clusters Score -1694354 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1694933.125000 Penalty: 4781.558105
	Iteration 6F: 3 clusters Score -1694933 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1695377.375000 Penalty: 4781.558105
	Iteration 7Q: 3 clusters Score -1695377 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1695745.750000 Penalty: 4781.558105
	Iteration 8Q: 3 clusters Score -1695746 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1695993.750000 Penalty: 4781.558105
	Iteration 9Q: 3 clusters Score -1695994 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1696164.875000 Penalty: 4781.558105
	Iteration 10Q: 3 clusters Score -1696165 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1696305.375000 Penalty: 4781.558105
	Iteration 11Q: 3 clusters Score -1696305 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1696433.750000 Penalty: 4781.558105
	Iteration 12Q: 3 clusters Score -1696434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1696550.375000 Penalty: 4781.558105
	Iteration 13Q: 3 clusters Score -1696550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1696646.750000 Penalty: 4781.558105
	Iteration 14Q: 3 clusters Score -1696647 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1696742.125000 Penalty: 4781.558105
	Iteration 15Q: 3 clusters Score -1696742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1696810.625000 Penalty: 4781.558105
	Iteration 16Q: 3 clusters Score -1696811 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1696868.500000 Penalty: 4781.558105
	Iteration 17Q: 3 clusters Score -1696868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1696925.625000 Penalty: 4781.558105
	Iteration 18Q: 3 clusters Score -1696926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1696983.125000 Penalty: 4781.558105
	Iteration 19Q: 3 clusters Score -1696983 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1697030.250000 Penalty: 4781.558105
	Iteration 20F: 3 clusters Score -1697030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1697075.625000 Penalty: 4781.558105
	Iteration 21Q: 3 clusters Score -1697076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1697119.125000 Penalty: 4781.558105
	Iteration 22Q: 3 clusters Score -1697119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1697166.250000 Penalty: 4781.558105
	Iteration 23Q: 3 clusters Score -1697166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1697224.000000 Penalty: 4781.558105
	Iteration 24Q: 3 clusters Score -1697224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1697277.125000 Penalty: 4781.558105
	Iteration 25Q: 3 clusters Score -1697277 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1697353.125000 Penalty: 4781.558105
	Iteration 26Q: 3 clusters Score -1697353 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1697419.500000 Penalty: 4781.558105
	Iteration 27Q: 3 clusters Score -1697420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1697477.375000 Penalty: 4781.558105
	Iteration 28Q: 3 clusters Score -1697477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1697548.625000 Penalty: 4781.558105
	Iteration 29Q: 3 clusters Score -1697549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1697619.750000 Penalty: 4781.558105
	Iteration 30Q: 3 clusters Score -1697620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1697672.000000 Penalty: 4781.558105
	Iteration 31Q: 3 clusters Score -1697672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1697724.250000 Penalty: 4781.558105
	Iteration 32Q: 3 clusters Score -1697724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1697749.375000 Penalty: 4781.558105
	Iteration 33Q: 3 clusters Score -1697749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1697780.250000 Penalty: 4781.558105
	Iteration 34Q: 3 clusters Score -1697780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1697801.375000 Penalty: 4781.558105
	Iteration 35Q: 3 clusters Score -1697801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1697824.750000 Penalty: 4781.558105
	Iteration 36Q: 3 clusters Score -1697825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1697839.625000 Penalty: 4781.558105
	Iteration 37Q: 3 clusters Score -1697840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1697861.375000 Penalty: 4781.558105
	Iteration 38Q: 3 clusters Score -1697861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1697875.500000 Penalty: 4781.558105
	Iteration 39Q: 3 clusters Score -1697876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1697888.125000 Penalty: 4781.558105
	Iteration 40F: 3 clusters Score -1697888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1697898.375000 Penalty: 4781.558105
	Iteration 41Q: 3 clusters Score -1697898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1697903.250000 Penalty: 4781.558105
	Iteration 42Q: 3 clusters Score -1697903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1697905.375000 Penalty: 4781.558105
	Iteration 43Q: 3 clusters Score -1697905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1697910.000000 Penalty: 4781.558105
	Iteration 44Q: 3 clusters Score -1697910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1697909.875000 Penalty: 4781.558105
	Iteration 45Q: 3 clusters Score -1697910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1697913.500000 Penalty: 4781.558105
	Iteration 46Q: 3 clusters Score -1697914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1697916.250000 Penalty: 4781.558105
	Iteration 47Q: 3 clusters Score -1697916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1697920.500000 Penalty: 4781.558105
	Iteration 48Q: 3 clusters Score -1697920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1697918.875000 Penalty: 4781.558105
	Iteration 49Q: 3 clusters Score -1697919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1697919.250000 Penalty: 4781.558105
	Iteration 50Q: 3 clusters Score -1697919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1697919.500000 Penalty: 4781.558105
	Iteration 51Q: 3 clusters Score -1697920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1697919.875000 Penalty: 4781.558105
	Iteration 52Q: 3 clusters Score -1697920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1697923.625000 Penalty: 4781.558105
	Iteration 53Q: 3 clusters Score -1697924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1697923.250000 Penalty: 4781.558105
	Iteration 54Q: 3 clusters Score -1697923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1697925.125000 Penalty: 4781.558105
	Iteration 55Q: 3 clusters Score -1697925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1697923.625000 Penalty: 4781.558105
	Iteration 56Q: 3 clusters Score -1697924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1697926.750000 Penalty: 4781.558105
	Iteration 57Q: 3 clusters Score -1697927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1697925.000000 Penalty: 4781.558105
	Iteration 58Q: 3 clusters Score -1697925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1697927.000000 Penalty: 4781.558105
	Iteration 59Q: 3 clusters Score -1697927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1697931.375000 Penalty: 4781.558105
	Iteration 60F: 3 clusters Score -1697931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1697931.625000 Penalty: 4781.558105
	Iteration 61Q: 3 clusters Score -1697932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1697935.000000 Penalty: 4781.558105
	Iteration 62Q: 3 clusters Score -1697935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1697935.125000 Penalty: 4781.558105
	Iteration 63Q: 3 clusters Score -1697935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1697933.625000 Penalty: 4781.558105
	Iteration 64Q: 3 clusters Score -1697934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1697934.125000 Penalty: 4781.558105
	Iteration 65Q: 3 clusters Score -1697934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1697935.250000 Penalty: 4781.558105
	Iteration 66Q: 3 clusters Score -1697935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1697936.750000 Penalty: 4781.558105
	Iteration 67Q: 3 clusters Score -1697937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1697940.125000 Penalty: 4781.558105
	Iteration 68Q: 3 clusters Score -1697940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1697939.500000 Penalty: 4781.558105
	Iteration 69Q: 3 clusters Score -1697940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1697938.750000 Penalty: 4781.558105
	Iteration 70Q: 3 clusters Score -1697939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1697939.750000 Penalty: 4781.558105
	Iteration 71Q: 3 clusters Score -1697940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1697941.125000 Penalty: 4781.558105
	Iteration 72Q: 3 clusters Score -1697941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1697941.125000 Penalty: 4781.558105
	Iteration 73F: 3 clusters Score -1697941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 2402 members 
Mstep: Class 24 contains 12304 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 78275 members 
Mstep: Class 30 contains 70912 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 11474 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 3067 members 
Entering Unmasked Estep 
Score: -45000532.000000 Penalty: 111813.679688
Splitting cluster 24 changes total score from -44980656.000000 to -45000532.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 2402 members 
Mstep: Class 24 contains 12304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 544.196533 but Gain 3194.671875
Score: -45012608.000000 Penalty: 108619.007812
Iteration 39Q: 35 clusters Score -4.501261e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11595 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 11855 members 
Mstep: Class 6 contains 6093 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 6276 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 6182 members 
Mstep: Class 14 contains 3612 members 
Mstep: Class 15 contains 73408 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 9020 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 12202 members 
Mstep: Class 25 contains 4029 members 
Mstep: Class 26 contains 2680 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 77446 members 
Mstep: Class 30 contains 69980 members 
Mstep: Class 31 contains 3871 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 11373 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45020708.000000 Penalty: 108619.007812
Iteration 40F: 35 clusters Score -4.502071e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11551 members 
Mstep: Class 3 contains 7540 members 
Mstep: Class 4 contains 14738 members 
Mstep: Class 5 contains 11650 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 3741 members 
Mstep: Class 15 contains 73313 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 8929 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 2830 members 
Mstep: Class 24 contains 12123 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 2745 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 78501 members 
Mstep: Class 30 contains 69272 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 8315 members 
Mstep: Class 33 contains 11510 members 
Mstep: Class 34 contains 1841 members 
Mstep: Class 35 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2840.700928 but Gain 3194.679688
Score: -45024712.000000 Penalty: 105424.328125
Iteration 41Q: 34 clusters Score -4.502471e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 14635 members 
Mstep: Class 5 contains 11535 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 73255 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 12108 members 
Mstep: Class 25 contains 4211 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 28 contains 5936 members 
Mstep: Class 29 contains 81473 members 
Mstep: Class 30 contains 68768 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 8693 members 
Mstep: Class 33 contains 11547 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45030180.000000 Penalty: 105424.328125
Iteration 42Q: 34 clusters Score -4.503018e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 11475 members 
Mstep: Class 6 contains 6049 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 73212 members 
Mstep: Class 16 contains 4833 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 8792 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 12106 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 2792 members 
Mstep: Class 28 contains 6024 members 
Mstep: Class 29 contains 81010 members 
Mstep: Class 30 contains 68388 members 
Mstep: Class 31 contains 4022 members 
Mstep: Class 32 contains 8983 members 
Mstep: Class 33 contains 11550 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45031584.000000 Penalty: 105424.328125
Iteration 43Q: 34 clusters Score -4.503158e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 14517 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 4201 members 
Mstep: Class 11 contains 1882 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 7780 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 73183 members 
Mstep: Class 16 contains 4961 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 12087 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 28 contains 6112 members 
Mstep: Class 29 contains 80633 members 
Mstep: Class 30 contains 68070 members 
Mstep: Class 31 contains 4038 members 
Mstep: Class 32 contains 9222 members 
Mstep: Class 33 contains 11534 members 
Mstep: Class 34 contains 1915 members 
Mstep: Class 35 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032536.000000 Penalty: 105424.328125
Iteration 44Q: 34 clusters Score -4.503254e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 11387 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 5512 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 11 contains 1870 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 8110 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 73171 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 8725 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12083 members 
Mstep: Class 25 contains 4416 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 28 contains 6171 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 67807 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 9450 members 
Mstep: Class 33 contains 11510 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45032972.000000 Penalty: 105424.328125
Iteration 45Q: 34 clusters Score -4.503297e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11520 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 8409 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 73166 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6477 members 
Mstep: Class 22 contains 2646 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 12076 members 
Mstep: Class 25 contains 4446 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 28 contains 6204 members 
Mstep: Class 29 contains 80091 members 
Mstep: Class 30 contains 67603 members 
Mstep: Class 31 contains 4031 members 
Mstep: Class 32 contains 9647 members 
Mstep: Class 33 contains 11481 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033380.000000 Penalty: 105424.328125
Iteration 46Q: 34 clusters Score -4.503338e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11518 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 11363 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 73161 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 12063 members 
Mstep: Class 25 contains 4455 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 79901 members 
Mstep: Class 30 contains 67450 members 
Mstep: Class 31 contains 4033 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 11458 members 
Mstep: Class 34 contains 1906 members 
Mstep: Class 35 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033580.000000 Penalty: 105424.328125
Iteration 47Q: 34 clusters Score -4.503358e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 11357 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 5314 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 12065 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 28 contains 6237 members 
Mstep: Class 29 contains 79728 members 
Mstep: Class 30 contains 67331 members 
Mstep: Class 31 contains 4029 members 
Mstep: Class 32 contains 9903 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033832.000000 Penalty: 105424.328125
Iteration 48Q: 34 clusters Score -4.503383e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 2611 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12056 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 79563 members 
Mstep: Class 30 contains 67230 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 9977 members 
Mstep: Class 33 contains 11434 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45033928.000000 Penalty: 105424.328125
Iteration 49Q: 34 clusters Score -4.503393e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11518 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 11345 members 
Mstep: Class 6 contains 6024 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 12 contains 3003 members 
Mstep: Class 13 contains 9356 members 
Mstep: Class 14 contains 4074 members 
Mstep: Class 15 contains 73152 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12053 members 
Mstep: Class 25 contains 4382 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 28 contains 6262 members 
Mstep: Class 29 contains 79421 members 
Mstep: Class 30 contains 67162 members 
Mstep: Class 31 contains 4022 members 
Mstep: Class 32 contains 10032 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034168.000000 Penalty: 105424.328125
Iteration 50Q: 34 clusters Score -4.503417e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 11339 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 9559 members 
Mstep: Class 14 contains 4078 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6432 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 12048 members 
Mstep: Class 25 contains 4364 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 28 contains 6274 members 
Mstep: Class 29 contains 79289 members 
Mstep: Class 30 contains 67103 members 
Mstep: Class 31 contains 4022 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 11385 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034328.000000 Penalty: 105424.328125
Iteration 51Q: 34 clusters Score -4.503433e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 11332 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 9760 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 6428 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12045 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6278 members 
Mstep: Class 29 contains 79163 members 
Mstep: Class 30 contains 67048 members 
Mstep: Class 31 contains 4024 members 
Mstep: Class 32 contains 10178 members 
Mstep: Class 33 contains 11368 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034516.000000 Penalty: 105424.328125
Iteration 52Q: 34 clusters Score -4.503452e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 11330 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 9904 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 73149 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 6428 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12045 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6281 members 
Mstep: Class 29 contains 79070 members 
Mstep: Class 30 contains 67005 members 
Mstep: Class 31 contains 4025 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 11362 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034668.000000 Penalty: 105424.328125
Iteration 53Q: 34 clusters Score -4.503467e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14322 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 10017 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 73148 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12042 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 78992 members 
Mstep: Class 30 contains 66967 members 
Mstep: Class 31 contains 4024 members 
Mstep: Class 32 contains 10286 members 
Mstep: Class 33 contains 11351 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034704.000000 Penalty: 105424.328125
Iteration 54Q: 34 clusters Score -4.50347e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 13 contains 10132 members 
Mstep: Class 14 contains 4088 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12040 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 78926 members 
Mstep: Class 30 contains 66936 members 
Mstep: Class 31 contains 4025 members 
Mstep: Class 32 contains 10302 members 
Mstep: Class 33 contains 11334 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034736.000000 Penalty: 105424.328125
Iteration 55Q: 34 clusters Score -4.503474e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 14311 members 
Mstep: Class 5 contains 11324 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 2419 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12032 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 78879 members 
Mstep: Class 30 contains 66905 members 
Mstep: Class 31 contains 4028 members 
Mstep: Class 32 contains 10322 members 
Mstep: Class 33 contains 11315 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034920.000000 Penalty: 105424.328125
Iteration 56Q: 34 clusters Score -4.503492e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 14306 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 5910 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 8692 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12034 members 
Mstep: Class 25 contains 4250 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6283 members 
Mstep: Class 29 contains 78827 members 
Mstep: Class 30 contains 66883 members 
Mstep: Class 31 contains 4028 members 
Mstep: Class 32 contains 10333 members 
Mstep: Class 33 contains 11307 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035000.000000 Penalty: 105424.328125
Iteration 57Q: 34 clusters Score -4.5035e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 4102 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12033 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6285 members 
Mstep: Class 29 contains 78775 members 
Mstep: Class 30 contains 66859 members 
Mstep: Class 31 contains 4023 members 
Mstep: Class 32 contains 10352 members 
Mstep: Class 33 contains 11306 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45034992.000000 Penalty: 105424.328125
Iteration 58Q: 34 clusters Score -4.503499e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 8683 members 
Mstep: Class 21 contains 6417 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 12034 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6290 members 
Mstep: Class 29 contains 78709 members 
Mstep: Class 30 contains 66829 members 
Mstep: Class 31 contains 4021 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 11300 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035020.000000 Penalty: 105424.328125
Iteration 59Q: 34 clusters Score -4.503502e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 11320 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 4107 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6415 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 12032 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78654 members 
Mstep: Class 30 contains 66809 members 
Mstep: Class 31 contains 4018 members 
Mstep: Class 32 contains 10362 members 
Mstep: Class 33 contains 11293 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035052.000000 Penalty: 105424.328125
Iteration 60F: 34 clusters Score -4.503505e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 10761 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 8679 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 12034 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 28 contains 6304 members 
Mstep: Class 29 contains 78590 members 
Mstep: Class 30 contains 66783 members 
Mstep: Class 31 contains 4020 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 11283 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035172.000000 Penalty: 105424.328125
Iteration 61Q: 34 clusters Score -4.503517e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 10896 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 8679 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 12032 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6304 members 
Mstep: Class 29 contains 78510 members 
Mstep: Class 30 contains 66768 members 
Mstep: Class 31 contains 4018 members 
Mstep: Class 32 contains 10350 members 
Mstep: Class 33 contains 11279 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035268.000000 Penalty: 105424.328125
Iteration 62Q: 34 clusters Score -4.503527e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 13 contains 11023 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 12029 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 78440 members 
Mstep: Class 30 contains 66754 members 
Mstep: Class 31 contains 4018 members 
Mstep: Class 32 contains 10336 members 
Mstep: Class 33 contains 11275 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035412.000000 Penalty: 105424.328125
Iteration 63Q: 34 clusters Score -4.503541e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 14283 members 
Mstep: Class 5 contains 11307 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 73149 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2912 members 
Mstep: Class 24 contains 12028 members 
Mstep: Class 25 contains 4152 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 78377 members 
Mstep: Class 30 contains 66736 members 
Mstep: Class 31 contains 4016 members 
Mstep: Class 32 contains 10334 members 
Mstep: Class 33 contains 11278 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035372.000000 Penalty: 105424.328125
Iteration 64Q: 34 clusters Score -4.503537e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 11306 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 12026 members 
Mstep: Class 25 contains 4138 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 78329 members 
Mstep: Class 30 contains 66718 members 
Mstep: Class 31 contains 4014 members 
Mstep: Class 32 contains 10319 members 
Mstep: Class 33 contains 11283 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035448.000000 Penalty: 105424.328125
Iteration 65Q: 34 clusters Score -4.503545e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11527 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11305 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 11292 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6084 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 12029 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 78293 members 
Mstep: Class 30 contains 66704 members 
Mstep: Class 31 contains 4012 members 
Mstep: Class 32 contains 10304 members 
Mstep: Class 33 contains 11283 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035532.000000 Penalty: 105424.328125
Iteration 66Q: 34 clusters Score -4.503553e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5654 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12026 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78276 members 
Mstep: Class 30 contains 66692 members 
Mstep: Class 31 contains 4010 members 
Mstep: Class 32 contains 10294 members 
Mstep: Class 33 contains 11284 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035500.000000 Penalty: 105424.328125
Iteration 67Q: 34 clusters Score -4.50355e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6140 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12023 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6295 members 
Mstep: Class 29 contains 78261 members 
Mstep: Class 30 contains 66684 members 
Mstep: Class 31 contains 4007 members 
Mstep: Class 32 contains 10282 members 
Mstep: Class 33 contains 11281 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035512.000000 Penalty: 105424.328125
Iteration 68Q: 34 clusters Score -4.503551e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 11444 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73149 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 12019 members 
Mstep: Class 25 contains 4082 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78239 members 
Mstep: Class 30 contains 66669 members 
Mstep: Class 31 contains 4005 members 
Mstep: Class 32 contains 10270 members 
Mstep: Class 33 contains 11279 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035560.000000 Penalty: 105424.328125
Iteration 69Q: 34 clusters Score -4.503556e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 11493 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 4075 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6293 members 
Mstep: Class 29 contains 78213 members 
Mstep: Class 30 contains 66664 members 
Mstep: Class 31 contains 4004 members 
Mstep: Class 32 contains 10249 members 
Mstep: Class 33 contains 11276 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035548.000000 Penalty: 105424.328125
Iteration 70Q: 34 clusters Score -4.503555e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 11532 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 4064 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6294 members 
Mstep: Class 29 contains 78195 members 
Mstep: Class 30 contains 66655 members 
Mstep: Class 31 contains 4002 members 
Mstep: Class 32 contains 10237 members 
Mstep: Class 33 contains 11273 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035676.000000 Penalty: 105424.328125
Iteration 71Q: 34 clusters Score -4.503568e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11283 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 8687 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6294 members 
Mstep: Class 29 contains 78176 members 
Mstep: Class 30 contains 66644 members 
Mstep: Class 31 contains 4000 members 
Mstep: Class 32 contains 10225 members 
Mstep: Class 33 contains 11272 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035572.000000 Penalty: 105424.328125
Iteration 72Q: 34 clusters Score -4.503557e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11597 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 6259 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6295 members 
Mstep: Class 29 contains 78163 members 
Mstep: Class 30 contains 66635 members 
Mstep: Class 31 contains 3999 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 11267 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035592.000000 Penalty: 105424.328125
Iteration 73Q: 34 clusters Score -4.503559e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 11283 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11625 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 4049 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78146 members 
Mstep: Class 30 contains 66627 members 
Mstep: Class 31 contains 3995 members 
Mstep: Class 32 contains 10193 members 
Mstep: Class 33 contains 11264 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035616.000000 Penalty: 105424.328125
Iteration 74Q: 34 clusters Score -4.503562e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11645 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78132 members 
Mstep: Class 30 contains 66616 members 
Mstep: Class 31 contains 3995 members 
Mstep: Class 32 contains 10187 members 
Mstep: Class 33 contains 11266 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035716.000000 Penalty: 105424.328125
Iteration 75Q: 34 clusters Score -4.503572e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11281 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2002 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 11 contains 1785 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11671 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 3992 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78114 members 
Mstep: Class 30 contains 66613 members 
Mstep: Class 31 contains 3995 members 
Mstep: Class 32 contains 10174 members 
Mstep: Class 33 contains 11266 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035688.000000 Penalty: 105424.328125
Iteration 76Q: 34 clusters Score -4.503569e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11694 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6399 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 2917 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 4025 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78096 members 
Mstep: Class 30 contains 66611 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 10158 members 
Mstep: Class 33 contains 11265 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035696.000000 Penalty: 105424.328125
Iteration 77Q: 34 clusters Score -4.50357e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 4022 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78080 members 
Mstep: Class 30 contains 66605 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10143 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035720.000000 Penalty: 105424.328125
Iteration 78Q: 34 clusters Score -4.503572e+07 nChanged 108
Entering ConstructFrom: 
Score: -45035720.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -256837.937500 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -256837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254058.671875 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -254058.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -254601.515625 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -254601.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254790.781250 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -254790.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254873.578125 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -254873.6 nChanged 61
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: -254919.953125 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -254920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -254952.640625 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -254952.6 nChanged 43
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: -254979.890625 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -254979.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -255010.468750 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -255010.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -255047.250000 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -255047.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255094.734375 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -255094.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255132.953125 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -255133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -255187.671875 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -255187.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -255242.093750 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -255242.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -255280.625000 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -255280.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -255318.484375 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -255318.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -255359.812500 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -255359.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255411.531250 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -255411.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -255440.984375 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -255441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -255461.953125 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -255462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255479.156250 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -255479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -255492.359375 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -255492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -255509.250000 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -255509.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -255526.531250 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -255526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -255541.078125 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -255541.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -255558.718750 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -255558.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -255569.453125 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -255569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -255579.390625 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -255579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -255582.687500 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -255582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -255585.281250 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -255585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -255589.328125 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -255589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -255590.937500 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -255590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -255591.328125 Penalty: 3838.937988
	Iteration 31Q: 3 clusters Score -255591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -255591.328125 Penalty: 3838.937988
	Iteration 32F: 3 clusters Score -255591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1392225.875000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1392226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1383607.875000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1383608 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1386181.375000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1386181 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1386555.875000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1386556 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1386862.750000 Penalty: 4638.899902
	Iteration 3F: 3 clusters Score -1386863 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1387143.000000 Penalty: 4638.899902
	Iteration 4F: 3 clusters Score -1387143 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1387412.250000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1387412 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1387663.500000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1387664 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1387903.625000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1387904 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1388120.625000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1388121 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1388304.500000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1388304 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1388503.750000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1388504 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1388689.750000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1388690 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1388892.750000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1388893 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1389080.375000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1389080 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1389242.375000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1389242 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1389399.000000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1389399 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1389541.500000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1389542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1389667.500000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1389668 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1389746.000000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1389746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1389799.625000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1389800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1389846.875000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1389847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1389882.000000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1389882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1389913.375000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1389913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1389950.375000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1389950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1389978.500000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1389978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1390008.250000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1390008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1390029.375000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1390029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1390049.000000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1390049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1390058.250000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1390058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1390071.125000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1390071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1390082.375000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1390082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1390092.250000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1390092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1390103.250000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1390103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1390110.625000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1390111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1390123.125000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1390123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1390129.500000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1390130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1390132.375000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1390132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1390141.750000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1390142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1390147.875000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1390148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1390150.875000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1390151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1390153.250000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1390153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1390156.875000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1390157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1390157.125000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1390157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1390158.000000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1390158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1390161.625000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1390162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1390163.625000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1390164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1390163.250000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1390163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1390162.125000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1390162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1390164.500000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1390164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1390162.750000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1390163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1390162.750000 Penalty: 4638.899902
	Iteration 50F: 3 clusters Score -1390163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -878602.750000 Penalty: 2214.926514
	Iteration 0F: 2 clusters Score -878602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -872533.562500 Penalty: 4429.853027
	Iteration 0F: 3 clusters Score -872533.6 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -874211.875000 Penalty: 4429.853027
	Iteration 1F: 3 clusters Score -874211.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -874535.250000 Penalty: 4429.853027
	Iteration 2F: 3 clusters Score -874535.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -874818.812500 Penalty: 4429.853027
	Iteration 3F: 3 clusters Score -874818.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -875089.250000 Penalty: 4429.853027
	Iteration 4F: 3 clusters Score -875089.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -875385.625000 Penalty: 4429.853027
	Iteration 5F: 3 clusters Score -875385.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -875661.500000 Penalty: 4429.853027
	Iteration 6F: 3 clusters Score -875661.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -875886.687500 Penalty: 4429.853027
	Iteration 7Q: 3 clusters Score -875886.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -876081.500000 Penalty: 4429.853027
	Iteration 8Q: 3 clusters Score -876081.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -876229.375000 Penalty: 4429.853027
	Iteration 9Q: 3 clusters Score -876229.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -876323.687500 Penalty: 4429.853027
	Iteration 10Q: 3 clusters Score -876323.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -876389.625000 Penalty: 4429.853027
	Iteration 11Q: 3 clusters Score -876389.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -876444.375000 Penalty: 4429.853027
	Iteration 12Q: 3 clusters Score -876444.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -876478.750000 Penalty: 4429.853027
	Iteration 13Q: 3 clusters Score -876478.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -876521.187500 Penalty: 4429.853027
	Iteration 14Q: 3 clusters Score -876521.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -876576.562500 Penalty: 4429.853027
	Iteration 15Q: 3 clusters Score -876576.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -876614.500000 Penalty: 4429.853027
	Iteration 16Q: 3 clusters Score -876614.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -876645.250000 Penalty: 4429.853027
	Iteration 17Q: 3 clusters Score -876645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -876658.062500 Penalty: 4429.853027
	Iteration 18Q: 3 clusters Score -876658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -876674.500000 Penalty: 4429.853027
	Iteration 19Q: 3 clusters Score -876674.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -876686.250000 Penalty: 4429.853027
	Iteration 20F: 3 clusters Score -876686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -876695.250000 Penalty: 4429.853027
	Iteration 21Q: 3 clusters Score -876695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -876702.000000 Penalty: 4429.853027
	Iteration 22Q: 3 clusters Score -876702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -876709.375000 Penalty: 4429.853027
	Iteration 23Q: 3 clusters Score -876709.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -876713.437500 Penalty: 4429.853027
	Iteration 24Q: 3 clusters Score -876713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -876714.687500 Penalty: 4429.853027
	Iteration 25Q: 3 clusters Score -876714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -876714.937500 Penalty: 4429.853027
	Iteration 26Q: 3 clusters Score -876714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -876716.250000 Penalty: 4429.853027
	Iteration 27Q: 3 clusters Score -876716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -876716.062500 Penalty: 4429.853027
	Iteration 28Q: 3 clusters Score -876716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -876716.375000 Penalty: 4429.853027
	Iteration 29Q: 3 clusters Score -876716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -876717.750000 Penalty: 4429.853027
	Iteration 30Q: 3 clusters Score -876717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -876718.562500 Penalty: 4429.853027
	Iteration 31Q: 3 clusters Score -876718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -876719.562500 Penalty: 4429.853027
	Iteration 32Q: 3 clusters Score -876719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -876721.562500 Penalty: 4429.853027
	Iteration 33Q: 3 clusters Score -876721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -876721.562500 Penalty: 4429.853027
	Iteration 34F: 3 clusters Score -876721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Entering Unmasked Estep 
Score: -1706648.625000 Penalty: 2372.520508
	Iteration 0F: 2 clusters Score -1706649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1696230.000000 Penalty: 4745.041016
	Iteration 0F: 3 clusters Score -1696230 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1699515.375000 Penalty: 4745.041016
	Iteration 1F: 3 clusters Score -1699515 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1699867.875000 Penalty: 4745.041016
	Iteration 2F: 3 clusters Score -1699868 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1700101.375000 Penalty: 4745.041016
	Iteration 3Q: 3 clusters Score -1700101 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1700281.750000 Penalty: 4745.041016
	Iteration 4Q: 3 clusters Score -1700282 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1700435.750000 Penalty: 4745.041016
	Iteration 5Q: 3 clusters Score -1700436 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1700586.250000 Penalty: 4745.041016
	Iteration 6Q: 3 clusters Score -1700586 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1700751.875000 Penalty: 4745.041016
	Iteration 7Q: 3 clusters Score -1700752 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1700935.375000 Penalty: 4745.041016
	Iteration 8Q: 3 clusters Score -1700935 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1701127.000000 Penalty: 4745.041016
	Iteration 9Q: 3 clusters Score -1701127 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1701346.875000 Penalty: 4745.041016
	Iteration 10Q: 3 clusters Score -1701347 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1701570.625000 Penalty: 4745.041016
	Iteration 11Q: 3 clusters Score -1701571 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1701842.375000 Penalty: 4745.041016
	Iteration 12Q: 3 clusters Score -1701842 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1702168.750000 Penalty: 4745.041016
	Iteration 13Q: 3 clusters Score -1702169 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1702505.750000 Penalty: 4745.041016
	Iteration 14Q: 3 clusters Score -1702506 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1702846.750000 Penalty: 4745.041016
	Iteration 15Q: 3 clusters Score -1702847 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1703176.125000 Penalty: 4745.041016
	Iteration 16Q: 3 clusters Score -1703176 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1703469.125000 Penalty: 4745.041016
	Iteration 17Q: 3 clusters Score -1703469 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1703716.750000 Penalty: 4745.041016
	Iteration 18Q: 3 clusters Score -1703717 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1703926.875000 Penalty: 4745.041016
	Iteration 19Q: 3 clusters Score -1703927 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1704093.875000 Penalty: 4745.041016
	Iteration 20F: 3 clusters Score -1704094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1704224.250000 Penalty: 4745.041016
	Iteration 21Q: 3 clusters Score -1704224 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1704339.625000 Penalty: 4745.041016
	Iteration 22Q: 3 clusters Score -1704340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1704415.500000 Penalty: 4745.041016
	Iteration 23Q: 3 clusters Score -1704416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1704476.125000 Penalty: 4745.041016
	Iteration 24Q: 3 clusters Score -1704476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1704518.875000 Penalty: 4745.041016
	Iteration 25Q: 3 clusters Score -1704519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1704541.000000 Penalty: 4745.041016
	Iteration 26Q: 3 clusters Score -1704541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1704564.875000 Penalty: 4745.041016
	Iteration 27Q: 3 clusters Score -1704565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1704587.000000 Penalty: 4745.041016
	Iteration 28Q: 3 clusters Score -1704587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1704599.875000 Penalty: 4745.041016
	Iteration 29Q: 3 clusters Score -1704600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1704608.750000 Penalty: 4745.041016
	Iteration 30Q: 3 clusters Score -1704609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1704619.000000 Penalty: 4745.041016
	Iteration 31Q: 3 clusters Score -1704619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1704626.000000 Penalty: 4745.041016
	Iteration 32Q: 3 clusters Score -1704626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1704628.375000 Penalty: 4745.041016
	Iteration 33Q: 3 clusters Score -1704628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1704631.625000 Penalty: 4745.041016
	Iteration 34Q: 3 clusters Score -1704632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1704631.125000 Penalty: 4745.041016
	Iteration 35Q: 3 clusters Score -1704631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1704636.375000 Penalty: 4745.041016
	Iteration 36Q: 3 clusters Score -1704636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1704637.750000 Penalty: 4745.041016
	Iteration 37Q: 3 clusters Score -1704638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1704637.625000 Penalty: 4745.041016
	Iteration 38Q: 3 clusters Score -1704638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1704639.750000 Penalty: 4745.041016
	Iteration 39Q: 3 clusters Score -1704640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1704643.125000 Penalty: 4745.041016
	Iteration 40F: 3 clusters Score -1704643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1704644.125000 Penalty: 4745.041016
	Iteration 41Q: 3 clusters Score -1704644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1704649.125000 Penalty: 4745.041016
	Iteration 42Q: 3 clusters Score -1704649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1704651.125000 Penalty: 4745.041016
	Iteration 43Q: 3 clusters Score -1704651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1704654.500000 Penalty: 4745.041016
	Iteration 44Q: 3 clusters Score -1704654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1704658.375000 Penalty: 4745.041016
	Iteration 45Q: 3 clusters Score -1704658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1704656.375000 Penalty: 4745.041016
	Iteration 46Q: 3 clusters Score -1704656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1704656.375000 Penalty: 4745.041016
	Iteration 47F: 3 clusters Score -1704656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1323160.125000 Penalty: 2314.035156
	Iteration 0F: 2 clusters Score -1323160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1314716.000000 Penalty: 4628.070312
	Iteration 0F: 3 clusters Score -1314716 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1317334.000000 Penalty: 4628.070312
	Iteration 1F: 3 clusters Score -1317334 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1317804.875000 Penalty: 4628.070312
	Iteration 2F: 3 clusters Score -1317805 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1318204.000000 Penalty: 4628.070312
	Iteration 3F: 3 clusters Score -1318204 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1318504.500000 Penalty: 4628.070312
	Iteration 4Q: 3 clusters Score -1318504 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1318757.875000 Penalty: 4628.070312
	Iteration 5Q: 3 clusters Score -1318758 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1318953.500000 Penalty: 4628.070312
	Iteration 6Q: 3 clusters Score -1318954 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1319094.875000 Penalty: 4628.070312
	Iteration 7Q: 3 clusters Score -1319095 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1319205.250000 Penalty: 4628.070312
	Iteration 8Q: 3 clusters Score -1319205 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1319317.375000 Penalty: 4628.070312
	Iteration 9Q: 3 clusters Score -1319317 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1319411.875000 Penalty: 4628.070312
	Iteration 10Q: 3 clusters Score -1319412 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1319500.000000 Penalty: 4628.070312
	Iteration 11Q: 3 clusters Score -1319500 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1319590.625000 Penalty: 4628.070312
	Iteration 12Q: 3 clusters Score -1319591 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1319694.500000 Penalty: 4628.070312
	Iteration 13Q: 3 clusters Score -1319694 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1319824.625000 Penalty: 4628.070312
	Iteration 14Q: 3 clusters Score -1319825 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1320014.125000 Penalty: 4628.070312
	Iteration 15Q: 3 clusters Score -1320014 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1320234.625000 Penalty: 4628.070312
	Iteration 16Q: 3 clusters Score -1320235 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1320502.875000 Penalty: 4628.070312
	Iteration 17Q: 3 clusters Score -1320503 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1320797.125000 Penalty: 4628.070312
	Iteration 18Q: 3 clusters Score -1320797 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1321102.125000 Penalty: 4628.070312
	Iteration 19Q: 3 clusters Score -1321102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1321392.000000 Penalty: 4628.070312
	Iteration 20F: 3 clusters Score -1321392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1321620.500000 Penalty: 4628.070312
	Iteration 21Q: 3 clusters Score -1321620 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1321773.625000 Penalty: 4628.070312
	Iteration 22Q: 3 clusters Score -1321774 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1321890.500000 Penalty: 4628.070312
	Iteration 23Q: 3 clusters Score -1321890 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1321980.750000 Penalty: 4628.070312
	Iteration 24Q: 3 clusters Score -1321981 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1322039.125000 Penalty: 4628.070312
	Iteration 25Q: 3 clusters Score -1322039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1322072.375000 Penalty: 4628.070312
	Iteration 26Q: 3 clusters Score -1322072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1322102.250000 Penalty: 4628.070312
	Iteration 27Q: 3 clusters Score -1322102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1322113.625000 Penalty: 4628.070312
	Iteration 28Q: 3 clusters Score -1322114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1322126.625000 Penalty: 4628.070312
	Iteration 29Q: 3 clusters Score -1322127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1322137.500000 Penalty: 4628.070312
	Iteration 30Q: 3 clusters Score -1322138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1322144.125000 Penalty: 4628.070312
	Iteration 31Q: 3 clusters Score -1322144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1322153.125000 Penalty: 4628.070312
	Iteration 32Q: 3 clusters Score -1322153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1322158.125000 Penalty: 4628.070312
	Iteration 33Q: 3 clusters Score -1322158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1322161.375000 Penalty: 4628.070312
	Iteration 34Q: 3 clusters Score -1322161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1322167.375000 Penalty: 4628.070312
	Iteration 35Q: 3 clusters Score -1322167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1322167.750000 Penalty: 4628.070312
	Iteration 36Q: 3 clusters Score -1322168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1322169.625000 Penalty: 4628.070312
	Iteration 37Q: 3 clusters Score -1322170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1322169.500000 Penalty: 4628.070312
	Iteration 38Q: 3 clusters Score -1322170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1322167.000000 Penalty: 4628.070312
	Iteration 39Q: 3 clusters Score -1322167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1322167.500000 Penalty: 4628.070312
	Iteration 40F: 3 clusters Score -1322168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -654481.375000 Penalty: 2141.341797
	Iteration 0F: 2 clusters Score -654481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -649612.500000 Penalty: 4282.683594
	Iteration 0F: 3 clusters Score -649612.5 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -650851.375000 Penalty: 4282.683594
	Iteration 1F: 3 clusters Score -650851.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -651064.437500 Penalty: 4282.683594
	Iteration 2F: 3 clusters Score -651064.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -651172.875000 Penalty: 4282.683594
	Iteration 3Q: 3 clusters Score -651172.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -651257.375000 Penalty: 4282.683594
	Iteration 4Q: 3 clusters Score -651257.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -651329.625000 Penalty: 4282.683594
	Iteration 5Q: 3 clusters Score -651329.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -651386.625000 Penalty: 4282.683594
	Iteration 6Q: 3 clusters Score -651386.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -651436.125000 Penalty: 4282.683594
	Iteration 7Q: 3 clusters Score -651436.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -651473.312500 Penalty: 4282.683594
	Iteration 8Q: 3 clusters Score -651473.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -651508.062500 Penalty: 4282.683594
	Iteration 9Q: 3 clusters Score -651508.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -651548.062500 Penalty: 4282.683594
	Iteration 10Q: 3 clusters Score -651548.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -651581.750000 Penalty: 4282.683594
	Iteration 11Q: 3 clusters Score -651581.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -651609.125000 Penalty: 4282.683594
	Iteration 12Q: 3 clusters Score -651609.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -651640.062500 Penalty: 4282.683594
	Iteration 13Q: 3 clusters Score -651640.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -651680.812500 Penalty: 4282.683594
	Iteration 14Q: 3 clusters Score -651680.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -651725.625000 Penalty: 4282.683594
	Iteration 15Q: 3 clusters Score -651725.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -651766.250000 Penalty: 4282.683594
	Iteration 16Q: 3 clusters Score -651766.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -651807.375000 Penalty: 4282.683594
	Iteration 17Q: 3 clusters Score -651807.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -651832.312500 Penalty: 4282.683594
	Iteration 18Q: 3 clusters Score -651832.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -651861.312500 Penalty: 4282.683594
	Iteration 19Q: 3 clusters Score -651861.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -651889.875000 Penalty: 4282.683594
	Iteration 20F: 3 clusters Score -651889.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -651928.250000 Penalty: 4282.683594
	Iteration 21Q: 3 clusters Score -651928.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -651966.437500 Penalty: 4282.683594
	Iteration 22Q: 3 clusters Score -651966.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -652011.250000 Penalty: 4282.683594
	Iteration 23Q: 3 clusters Score -652011.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -652050.437500 Penalty: 4282.683594
	Iteration 24Q: 3 clusters Score -652050.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -652085.687500 Penalty: 4282.683594
	Iteration 25Q: 3 clusters Score -652085.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -652114.000000 Penalty: 4282.683594
	Iteration 26Q: 3 clusters Score -652114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -652149.062500 Penalty: 4282.683594
	Iteration 27Q: 3 clusters Score -652149.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -652189.562500 Penalty: 4282.683594
	Iteration 28Q: 3 clusters Score -652189.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -652234.437500 Penalty: 4282.683594
	Iteration 29Q: 3 clusters Score -652234.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -652271.812500 Penalty: 4282.683594
	Iteration 30Q: 3 clusters Score -652271.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -652311.687500 Penalty: 4282.683594
	Iteration 31Q: 3 clusters Score -652311.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -652344.750000 Penalty: 4282.683594
	Iteration 32Q: 3 clusters Score -652344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -652372.562500 Penalty: 4282.683594
	Iteration 33Q: 3 clusters Score -652372.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -652391.625000 Penalty: 4282.683594
	Iteration 34Q: 3 clusters Score -652391.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -652408.000000 Penalty: 4282.683594
	Iteration 35Q: 3 clusters Score -652408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -652427.437500 Penalty: 4282.683594
	Iteration 36Q: 3 clusters Score -652427.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -652449.812500 Penalty: 4282.683594
	Iteration 37Q: 3 clusters Score -652449.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -652467.562500 Penalty: 4282.683594
	Iteration 38Q: 3 clusters Score -652467.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -652492.312500 Penalty: 4282.683594
	Iteration 39Q: 3 clusters Score -652492.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -652512.875000 Penalty: 4282.683594
	Iteration 40F: 3 clusters Score -652512.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -652535.187500 Penalty: 4282.683594
	Iteration 41Q: 3 clusters Score -652535.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -652565.812500 Penalty: 4282.683594
	Iteration 42Q: 3 clusters Score -652565.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -652593.937500 Penalty: 4282.683594
	Iteration 43Q: 3 clusters Score -652593.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -652619.625000 Penalty: 4282.683594
	Iteration 44Q: 3 clusters Score -652619.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -652646.625000 Penalty: 4282.683594
	Iteration 45Q: 3 clusters Score -652646.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -652670.375000 Penalty: 4282.683594
	Iteration 46Q: 3 clusters Score -652670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -652688.625000 Penalty: 4282.683594
	Iteration 47Q: 3 clusters Score -652688.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -652708.875000 Penalty: 4282.683594
	Iteration 48Q: 3 clusters Score -652708.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -652726.937500 Penalty: 4282.683594
	Iteration 49Q: 3 clusters Score -652726.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -652736.562500 Penalty: 4282.683594
	Iteration 50Q: 3 clusters Score -652736.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -652745.125000 Penalty: 4282.683594
	Iteration 51Q: 3 clusters Score -652745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -652751.437500 Penalty: 4282.683594
	Iteration 52Q: 3 clusters Score -652751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -652757.500000 Penalty: 4282.683594
	Iteration 53Q: 3 clusters Score -652757.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -652761.125000 Penalty: 4282.683594
	Iteration 54Q: 3 clusters Score -652761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -652763.625000 Penalty: 4282.683594
	Iteration 55Q: 3 clusters Score -652763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -652766.062500 Penalty: 4282.683594
	Iteration 56Q: 3 clusters Score -652766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -652769.125000 Penalty: 4282.683594
	Iteration 57Q: 3 clusters Score -652769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -652770.125000 Penalty: 4282.683594
	Iteration 58Q: 3 clusters Score -652770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -652770.312500 Penalty: 4282.683594
	Iteration 59Q: 3 clusters Score -652770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -652771.250000 Penalty: 4282.683594
	Iteration 60F: 3 clusters Score -652771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -652772.062500 Penalty: 4282.683594
	Iteration 61Q: 3 clusters Score -652772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -652772.062500 Penalty: 4282.683594
	Iteration 62F: 3 clusters Score -652772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -206615.531250 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -206615.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -204046.796875 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -204046.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -204734.046875 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -204734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -204961.234375 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -204961.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -205095.703125 Penalty: 3774.982910
	Iteration 3F: 3 clusters Score -205095.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205200.531250 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -205200.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -205275.062500 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -205275.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -205338.140625 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -205338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -205386.281250 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -205386.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -205416.171875 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -205416.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205441.046875 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -205441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205454.437500 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -205454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -205462.125000 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -205462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -205474.390625 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -205474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -205482.250000 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -205482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -205491.312500 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -205491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205496.546875 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -205496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -205498.843750 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -205498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -205502.281250 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -205502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -205508.593750 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -205508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -205509.031250 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -205509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -205509.843750 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -205509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -205510.625000 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -205510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -205512.890625 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -205512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -205514.062500 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -205514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205514.781250 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -205514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -205515.093750 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -205515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205515.656250 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -205515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205515.656250 Penalty: 3774.982910
	Iteration 27F: 3 clusters Score -205515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -485885.500000 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -485885.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -481799.437500 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -481799.4 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -482759.375000 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -482759.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -482970.781250 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -482970.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -483094.625000 Penalty: 4144.151855
	Iteration 3Q: 3 clusters Score -483094.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -483203.937500 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -483203.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -483308.000000 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -483308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -483414.875000 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -483414.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -483517.968750 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -483518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -483632.375000 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -483632.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -483746.687500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -483746.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -483842.656250 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -483842.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -483906.500000 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -483906.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -483954.468750 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -483954.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -484000.187500 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -484000.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -484035.156250 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -484035.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -484058.875000 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -484058.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -484079.031250 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -484079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -484101.968750 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -484102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -484117.593750 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -484117.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -484133.062500 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -484133.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -484145.500000 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -484145.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -484156.781250 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -484156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -484168.406250 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -484168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -484176.468750 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -484176.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -484185.718750 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -484185.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -484196.343750 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -484196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -484205.781250 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -484205.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -484220.906250 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -484220.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -484231.937500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -484231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -484239.343750 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -484239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -484247.500000 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -484247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -484251.375000 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -484251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -484255.500000 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -484255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -484261.531250 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -484261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -484267.531250 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -484267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -484275.281250 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -484275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -484280.468750 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -484280.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -484285.812500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -484285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -484290.406250 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -484290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -484298.750000 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -484298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -484302.062500 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -484302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -484303.781250 Penalty: 4144.151855
	Iteration 41Q: 3 clusters Score -484303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -484304.937500 Penalty: 4144.151855
	Iteration 42Q: 3 clusters Score -484304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -484304.187500 Penalty: 4144.151855
	Iteration 43Q: 3 clusters Score -484304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -484305.468750 Penalty: 4144.151855
	Iteration 44Q: 3 clusters Score -484305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -484306.500000 Penalty: 4144.151855
	Iteration 45Q: 3 clusters Score -484306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -484307.843750 Penalty: 4144.151855
	Iteration 46Q: 3 clusters Score -484307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -484307.843750 Penalty: 4144.151855
	Iteration 47F: 3 clusters Score -484307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -475265.562500 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -475265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -471225.312500 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -471225.3 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -472162.750000 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -472162.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -472363.906250 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -472363.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -472510.375000 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -472510.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472636.968750 Penalty: 4140.521973
	Iteration 4Q: 3 clusters Score -472637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -472736.343750 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -472736.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -472824.750000 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -472824.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -472910.812500 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -472910.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -472985.656250 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -472985.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -473057.250000 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -473057.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -473123.781250 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -473123.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -473207.281250 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -473207.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -473270.687500 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -473270.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -473338.406250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -473338.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -473394.312500 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -473394.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -473455.562500 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -473455.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -473511.031250 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -473511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -473552.812500 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -473552.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -473591.531250 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -473591.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -473615.093750 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -473615.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -473631.031250 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -473631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -473647.468750 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -473647.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -473661.218750 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -473661.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -473677.375000 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -473677.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -473684.937500 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -473684.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -473690.406250 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -473690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -473696.500000 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -473696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -473704.718750 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -473704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -473705.906250 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -473705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -473709.062500 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -473709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -473713.593750 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -473713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -473715.000000 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -473715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -473717.406250 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -473717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -473721.468750 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -473721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -473726.093750 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -473726.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -473735.218750 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -473735.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -473744.187500 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -473744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -473747.375000 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -473747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -473749.250000 Penalty: 4140.521973
	Iteration 38Q: 3 clusters Score -473749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -473750.687500 Penalty: 4140.521973
	Iteration 39Q: 3 clusters Score -473750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -473752.812500 Penalty: 4140.521973
	Iteration 40F: 3 clusters Score -473752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -473753.843750 Penalty: 4140.521973
	Iteration 41Q: 3 clusters Score -473753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -473756.093750 Penalty: 4140.521973
	Iteration 42Q: 3 clusters Score -473756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -473758.718750 Penalty: 4140.521973
	Iteration 43Q: 3 clusters Score -473758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -473760.937500 Penalty: 4140.521973
	Iteration 44Q: 3 clusters Score -473760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -473762.656250 Penalty: 4140.521973
	Iteration 45Q: 3 clusters Score -473762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -473765.468750 Penalty: 4140.521973
	Iteration 46Q: 3 clusters Score -473765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -473767.781250 Penalty: 4140.521973
	Iteration 47Q: 3 clusters Score -473767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -473769.718750 Penalty: 4140.521973
	Iteration 48Q: 3 clusters Score -473769.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -473773.187500 Penalty: 4140.521973
	Iteration 49Q: 3 clusters Score -473773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -473778.625000 Penalty: 4140.521973
	Iteration 50Q: 3 clusters Score -473778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -473783.750000 Penalty: 4140.521973
	Iteration 51Q: 3 clusters Score -473783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -473786.187500 Penalty: 4140.521973
	Iteration 52Q: 3 clusters Score -473786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -473789.437500 Penalty: 4140.521973
	Iteration 53Q: 3 clusters Score -473789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -473794.437500 Penalty: 4140.521973
	Iteration 54Q: 3 clusters Score -473794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -473796.031250 Penalty: 4140.521973
	Iteration 55Q: 3 clusters Score -473796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -473799.281250 Penalty: 4140.521973
	Iteration 56Q: 3 clusters Score -473799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -473801.250000 Penalty: 4140.521973
	Iteration 57Q: 3 clusters Score -473801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -473803.843750 Penalty: 4140.521973
	Iteration 58Q: 3 clusters Score -473803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -473804.593750 Penalty: 4140.521973
	Iteration 59Q: 3 clusters Score -473804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -473805.937500 Penalty: 4140.521973
	Iteration 60F: 3 clusters Score -473805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -473807.687500 Penalty: 4140.521973
	Iteration 61Q: 3 clusters Score -473807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -473809.968750 Penalty: 4140.521973
	Iteration 62Q: 3 clusters Score -473810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -473811.968750 Penalty: 4140.521973
	Iteration 63Q: 3 clusters Score -473812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -473813.437500 Penalty: 4140.521973
	Iteration 64Q: 3 clusters Score -473813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -473815.250000 Penalty: 4140.521973
	Iteration 65Q: 3 clusters Score -473815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -473817.281250 Penalty: 4140.521973
	Iteration 66Q: 3 clusters Score -473817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -473818.625000 Penalty: 4140.521973
	Iteration 67Q: 3 clusters Score -473818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -473820.000000 Penalty: 4140.521973
	Iteration 68Q: 3 clusters Score -473820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -473822.468750 Penalty: 4140.521973
	Iteration 69Q: 3 clusters Score -473822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -473823.937500 Penalty: 4140.521973
	Iteration 70Q: 3 clusters Score -473823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -473827.343750 Penalty: 4140.521973
	Iteration 71Q: 3 clusters Score -473827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -473832.156250 Penalty: 4140.521973
	Iteration 72Q: 3 clusters Score -473832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -473840.250000 Penalty: 4140.521973
	Iteration 73Q: 3 clusters Score -473840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -473848.000000 Penalty: 4140.521973
	Iteration 74Q: 3 clusters Score -473848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -473852.343750 Penalty: 4140.521973
	Iteration 75Q: 3 clusters Score -473852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -473854.718750 Penalty: 4140.521973
	Iteration 76Q: 3 clusters Score -473854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -473858.062500 Penalty: 4140.521973
	Iteration 77Q: 3 clusters Score -473858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -473859.593750 Penalty: 4140.521973
	Iteration 78Q: 3 clusters Score -473859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -473861.250000 Penalty: 4140.521973
	Iteration 79Q: 3 clusters Score -473861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -473862.718750 Penalty: 4140.521973
	Iteration 80F: 3 clusters Score -473862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -473867.312500 Penalty: 4140.521973
	Iteration 81Q: 3 clusters Score -473867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -473869.343750 Penalty: 4140.521973
	Iteration 82Q: 3 clusters Score -473869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -473871.312500 Penalty: 4140.521973
	Iteration 83Q: 3 clusters Score -473871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -473872.062500 Penalty: 4140.521973
	Iteration 84Q: 3 clusters Score -473872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -473876.312500 Penalty: 4140.521973
	Iteration 85Q: 3 clusters Score -473876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -473879.906250 Penalty: 4140.521973
	Iteration 86Q: 3 clusters Score -473879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -473882.218750 Penalty: 4140.521973
	Iteration 87Q: 3 clusters Score -473882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -473883.250000 Penalty: 4140.521973
	Iteration 88Q: 3 clusters Score -473883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -473883.250000 Penalty: 4140.521973
	Iteration 89F: 3 clusters Score -473883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -205976.750000 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -205976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203491.171875 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -203491.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -203880.718750 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -203880.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203996.953125 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -203997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204061.265625 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -204061.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -204107.515625 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -204107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -204135.734375 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -204135.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -204149.703125 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -204149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204160.140625 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -204160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -204170.765625 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -204170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -204182.296875 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -204182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204194.109375 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -204194.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204209.765625 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -204209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204226.578125 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -204226.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -204243.234375 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -204243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204259.500000 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -204259.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -204282.937500 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -204282.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204300.343750 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -204300.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204333.109375 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -204333.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204382.609375 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -204382.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204440.406250 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -204440.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204520.109375 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -204520.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204638.390625 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -204638.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204973.562500 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -204973.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205350.281250 Penalty: 3711.968018
	Iteration 23F: 3 clusters Score -205350.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -205465.750000 Penalty: 3711.968018
	Iteration 24Q: 3 clusters Score -205465.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -205523.921875 Penalty: 3711.968018
	Iteration 25Q: 3 clusters Score -205523.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -205543.125000 Penalty: 3711.968018
	Iteration 26Q: 3 clusters Score -205543.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -205558.171875 Penalty: 3711.968018
	Iteration 27Q: 3 clusters Score -205558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -205568.468750 Penalty: 3711.968018
	Iteration 28Q: 3 clusters Score -205568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -205578.484375 Penalty: 3711.968018
	Iteration 29Q: 3 clusters Score -205578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205582.343750 Penalty: 3711.968018
	Iteration 30Q: 3 clusters Score -205582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205583.703125 Penalty: 3711.968018
	Iteration 31Q: 3 clusters Score -205583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205583.703125 Penalty: 3711.968018
	Iteration 32F: 3 clusters Score -205583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -345480.968750 Penalty: 1984.336060
	Iteration 0F: 2 clusters Score -345481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -342279.000000 Penalty: 3968.672119
	Iteration 0F: 3 clusters Score -342279 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -343069.093750 Penalty: 3968.672119
	Iteration 1F: 3 clusters Score -343069.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -343258.031250 Penalty: 3968.672119
	Iteration 2F: 3 clusters Score -343258 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -343352.125000 Penalty: 3968.672119
	Iteration 3Q: 3 clusters Score -343352.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343411.031250 Penalty: 3968.672119
	Iteration 4Q: 3 clusters Score -343411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343470.718750 Penalty: 3968.672119
	Iteration 5Q: 3 clusters Score -343470.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343519.031250 Penalty: 3968.672119
	Iteration 6Q: 3 clusters Score -343519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -343554.625000 Penalty: 3968.672119
	Iteration 7Q: 3 clusters Score -343554.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -343582.562500 Penalty: 3968.672119
	Iteration 8Q: 3 clusters Score -343582.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -343606.281250 Penalty: 3968.672119
	Iteration 9Q: 3 clusters Score -343606.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -343618.687500 Penalty: 3968.672119
	Iteration 10Q: 3 clusters Score -343618.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -343631.687500 Penalty: 3968.672119
	Iteration 11Q: 3 clusters Score -343631.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343642.437500 Penalty: 3968.672119
	Iteration 12Q: 3 clusters Score -343642.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -343648.625000 Penalty: 3968.672119
	Iteration 13Q: 3 clusters Score -343648.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -343654.843750 Penalty: 3968.672119
	Iteration 14Q: 3 clusters Score -343654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -343658.812500 Penalty: 3968.672119
	Iteration 15Q: 3 clusters Score -343658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343664.812500 Penalty: 3968.672119
	Iteration 16Q: 3 clusters Score -343664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343670.781250 Penalty: 3968.672119
	Iteration 17Q: 3 clusters Score -343670.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -343674.281250 Penalty: 3968.672119
	Iteration 18Q: 3 clusters Score -343674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343675.062500 Penalty: 3968.672119
	Iteration 19Q: 3 clusters Score -343675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -343675.312500 Penalty: 3968.672119
	Iteration 20F: 3 clusters Score -343675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343676.125000 Penalty: 3968.672119
	Iteration 21Q: 3 clusters Score -343676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -343676.312500 Penalty: 3968.672119
	Iteration 22Q: 3 clusters Score -343676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -343676.562500 Penalty: 3968.672119
	Iteration 23Q: 3 clusters Score -343676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -343676.937500 Penalty: 3968.672119
	Iteration 24Q: 3 clusters Score -343676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -343676.937500 Penalty: 3968.672119
	Iteration 25F: 3 clusters Score -343676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -1330062.375000 Penalty: 2323.609619
	Iteration 0F: 2 clusters Score -1330062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1321315.125000 Penalty: 4647.219238
	Iteration 0F: 3 clusters Score -1321315 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1324186.375000 Penalty: 4647.219238
	Iteration 1F: 3 clusters Score -1324186 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1324747.000000 Penalty: 4647.219238
	Iteration 2F: 3 clusters Score -1324747 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1325207.625000 Penalty: 4647.219238
	Iteration 3F: 3 clusters Score -1325208 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1325670.500000 Penalty: 4647.219238
	Iteration 4F: 3 clusters Score -1325670 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1326119.250000 Penalty: 4647.219238
	Iteration 5F: 3 clusters Score -1326119 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1326488.375000 Penalty: 4647.219238
	Iteration 6Q: 3 clusters Score -1326488 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1326803.125000 Penalty: 4647.219238
	Iteration 7Q: 3 clusters Score -1326803 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1327053.125000 Penalty: 4647.219238
	Iteration 8Q: 3 clusters Score -1327053 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1327256.500000 Penalty: 4647.219238
	Iteration 9Q: 3 clusters Score -1327256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1327408.500000 Penalty: 4647.219238
	Iteration 10Q: 3 clusters Score -1327408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1327523.625000 Penalty: 4647.219238
	Iteration 11Q: 3 clusters Score -1327524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1327619.875000 Penalty: 4647.219238
	Iteration 12Q: 3 clusters Score -1327620 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1327706.125000 Penalty: 4647.219238
	Iteration 13Q: 3 clusters Score -1327706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1327802.250000 Penalty: 4647.219238
	Iteration 14Q: 3 clusters Score -1327802 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1327884.000000 Penalty: 4647.219238
	Iteration 15Q: 3 clusters Score -1327884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1327960.250000 Penalty: 4647.219238
	Iteration 16Q: 3 clusters Score -1327960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1328059.375000 Penalty: 4647.219238
	Iteration 17Q: 3 clusters Score -1328059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1328157.000000 Penalty: 4647.219238
	Iteration 18Q: 3 clusters Score -1328157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1328257.125000 Penalty: 4647.219238
	Iteration 19Q: 3 clusters Score -1328257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1328371.625000 Penalty: 4647.219238
	Iteration 20F: 3 clusters Score -1328372 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1328456.125000 Penalty: 4647.219238
	Iteration 21Q: 3 clusters Score -1328456 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1328527.250000 Penalty: 4647.219238
	Iteration 22Q: 3 clusters Score -1328527 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1328577.000000 Penalty: 4647.219238
	Iteration 23Q: 3 clusters Score -1328577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1328600.750000 Penalty: 4647.219238
	Iteration 24Q: 3 clusters Score -1328601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1328613.750000 Penalty: 4647.219238
	Iteration 25Q: 3 clusters Score -1328614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1328619.250000 Penalty: 4647.219238
	Iteration 26Q: 3 clusters Score -1328619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1328624.750000 Penalty: 4647.219238
	Iteration 27Q: 3 clusters Score -1328625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1328628.875000 Penalty: 4647.219238
	Iteration 28Q: 3 clusters Score -1328629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1328632.500000 Penalty: 4647.219238
	Iteration 29Q: 3 clusters Score -1328632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1328636.375000 Penalty: 4647.219238
	Iteration 30Q: 3 clusters Score -1328636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1328632.500000 Penalty: 4647.219238
	Iteration 31Q: 3 clusters Score -1328632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1328632.625000 Penalty: 4647.219238
	Iteration 32Q: 3 clusters Score -1328633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1328633.125000 Penalty: 4647.219238
	Iteration 33Q: 3 clusters Score -1328633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1328634.375000 Penalty: 4647.219238
	Iteration 34Q: 3 clusters Score -1328634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1328634.375000 Penalty: 4647.219238
	Iteration 35F: 3 clusters Score -1328634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -457337.031250 Penalty: 2064.194824
	Iteration 0F: 2 clusters Score -457337 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 2035 members 
Entering Unmasked Estep 
Score: -453386.281250 Penalty: 4128.389648
	Iteration 0F: 3 clusters Score -453386.3 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -454387.625000 Penalty: 4128.389648
	Iteration 1F: 3 clusters Score -454387.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -454664.093750 Penalty: 4128.389648
	Iteration 2F: 3 clusters Score -454664.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -454854.312500 Penalty: 4128.389648
	Iteration 3F: 3 clusters Score -454854.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455014.562500 Penalty: 4128.389648
	Iteration 4Q: 3 clusters Score -455014.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -455156.187500 Penalty: 4128.389648
	Iteration 5Q: 3 clusters Score -455156.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -455260.062500 Penalty: 4128.389648
	Iteration 6Q: 3 clusters Score -455260.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -455367.781250 Penalty: 4128.389648
	Iteration 7Q: 3 clusters Score -455367.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455450.562500 Penalty: 4128.389648
	Iteration 8Q: 3 clusters Score -455450.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -455511.656250 Penalty: 4128.389648
	Iteration 9Q: 3 clusters Score -455511.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -455561.093750 Penalty: 4128.389648
	Iteration 10Q: 3 clusters Score -455561.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -455611.375000 Penalty: 4128.389648
	Iteration 11Q: 3 clusters Score -455611.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -455660.250000 Penalty: 4128.389648
	Iteration 12Q: 3 clusters Score -455660.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -455697.843750 Penalty: 4128.389648
	Iteration 13Q: 3 clusters Score -455697.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -455742.750000 Penalty: 4128.389648
	Iteration 14Q: 3 clusters Score -455742.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -455779.312500 Penalty: 4128.389648
	Iteration 15Q: 3 clusters Score -455779.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -455826.031250 Penalty: 4128.389648
	Iteration 16Q: 3 clusters Score -455826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -455857.812500 Penalty: 4128.389648
	Iteration 17Q: 3 clusters Score -455857.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -455883.781250 Penalty: 4128.389648
	Iteration 18Q: 3 clusters Score -455883.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -455899.906250 Penalty: 4128.389648
	Iteration 19Q: 3 clusters Score -455899.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -455918.062500 Penalty: 4128.389648
	Iteration 20F: 3 clusters Score -455918.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -455942.937500 Penalty: 4128.389648
	Iteration 21Q: 3 clusters Score -455942.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -455960.375000 Penalty: 4128.389648
	Iteration 22Q: 3 clusters Score -455960.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -455983.343750 Penalty: 4128.389648
	Iteration 23Q: 3 clusters Score -455983.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -456006.031250 Penalty: 4128.389648
	Iteration 24Q: 3 clusters Score -456006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -456016.187500 Penalty: 4128.389648
	Iteration 25Q: 3 clusters Score -456016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -456020.218750 Penalty: 4128.389648
	Iteration 26Q: 3 clusters Score -456020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -456023.843750 Penalty: 4128.389648
	Iteration 27Q: 3 clusters Score -456023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -456027.218750 Penalty: 4128.389648
	Iteration 28Q: 3 clusters Score -456027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -456027.906250 Penalty: 4128.389648
	Iteration 29Q: 3 clusters Score -456027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -456029.406250 Penalty: 4128.389648
	Iteration 30Q: 3 clusters Score -456029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -456030.656250 Penalty: 4128.389648
	Iteration 31Q: 3 clusters Score -456030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -456032.937500 Penalty: 4128.389648
	Iteration 32Q: 3 clusters Score -456032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -456035.812500 Penalty: 4128.389648
	Iteration 33Q: 3 clusters Score -456035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -456036.531250 Penalty: 4128.389648
	Iteration 34Q: 3 clusters Score -456036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -456039.656250 Penalty: 4128.389648
	Iteration 35Q: 3 clusters Score -456039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -456040.031250 Penalty: 4128.389648
	Iteration 36Q: 3 clusters Score -456040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -456042.468750 Penalty: 4128.389648
	Iteration 37Q: 3 clusters Score -456042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -456042.468750 Penalty: 4128.389648
	Iteration 38F: 3 clusters Score -456042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Entering Unmasked Estep 
Score: -8737704.000000 Penalty: 2777.666504
	Iteration 0F: 2 clusters Score -8737704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -8688564.000000 Penalty: 5555.333008
	Iteration 0F: 3 clusters Score -8688564 nChanged 34408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -8708166.000000 Penalty: 5555.333008
	Iteration 1F: 3 clusters Score -8708166 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -8709111.000000 Penalty: 5555.333008
	Iteration 2Q: 3 clusters Score -8709111 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -8710201.000000 Penalty: 5555.333008
	Iteration 3Q: 3 clusters Score -8710201 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8711799.000000 Penalty: 5555.333008
	Iteration 4Q: 3 clusters Score -8711799 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8713902.000000 Penalty: 5555.333008
	Iteration 5F: 3 clusters Score -8713902 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -8716800.000000 Penalty: 5555.333008
	Iteration 6F: 3 clusters Score -8716800 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -8720316.000000 Penalty: 5555.333008
	Iteration 7F: 3 clusters Score -8720316 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -8724017.000000 Penalty: 5555.333008
	Iteration 8F: 3 clusters Score -8724017 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -8727460.000000 Penalty: 5555.333008
	Iteration 9F: 3 clusters Score -8727460 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -8730426.000000 Penalty: 5555.333008
	Iteration 10Q: 3 clusters Score -8730426 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -8732592.000000 Penalty: 5555.333008
	Iteration 11Q: 3 clusters Score -8732592 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -8733988.000000 Penalty: 5555.333008
	Iteration 12Q: 3 clusters Score -8733988 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -8734693.000000 Penalty: 5555.333008
	Iteration 13Q: 3 clusters Score -8734693 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -8735084.000000 Penalty: 5555.333008
	Iteration 14Q: 3 clusters Score -8735084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -8735266.000000 Penalty: 5555.333008
	Iteration 15Q: 3 clusters Score -8735266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -8735372.000000 Penalty: 5555.333008
	Iteration 16Q: 3 clusters Score -8735372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -8735474.000000 Penalty: 5555.333008
	Iteration 17Q: 3 clusters Score -8735474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -8735495.000000 Penalty: 5555.333008
	Iteration 18Q: 3 clusters Score -8735495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -8735516.000000 Penalty: 5555.333008
	Iteration 19Q: 3 clusters Score -8735516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -8735541.000000 Penalty: 5555.333008
	Iteration 20F: 3 clusters Score -8735541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -8735548.000000 Penalty: 5555.333008
	Iteration 21Q: 3 clusters Score -8735548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -8735551.000000 Penalty: 5555.333008
	Iteration 22Q: 3 clusters Score -8735551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -8735556.000000 Penalty: 5555.333008
	Iteration 23Q: 3 clusters Score -8735556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -8735564.000000 Penalty: 5555.333008
	Iteration 24Q: 3 clusters Score -8735564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -8735570.000000 Penalty: 5555.333008
	Iteration 25Q: 3 clusters Score -8735570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -8735568.000000 Penalty: 5555.333008
	Iteration 26Q: 3 clusters Score -8735568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -8735565.000000 Penalty: 5555.333008
	Iteration 27Q: 3 clusters Score -8735565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -8735570.000000 Penalty: 5555.333008
	Iteration 28Q: 3 clusters Score -8735570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -8735570.000000 Penalty: 5555.333008
	Iteration 29Q: 3 clusters Score -8735570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -8735579.000000 Penalty: 5555.333008
	Iteration 30Q: 3 clusters Score -8735579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -8735580.000000 Penalty: 5555.333008
	Iteration 31Q: 3 clusters Score -8735580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -8735583.000000 Penalty: 5555.333008
	Iteration 32Q: 3 clusters Score -8735583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -8735577.000000 Penalty: 5555.333008
	Iteration 33Q: 3 clusters Score -8735577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -8735577.000000 Penalty: 5555.333008
	Iteration 34F: 3 clusters Score -8735577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -736195.937500 Penalty: 2172.903076
	Iteration 0F: 2 clusters Score -736195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -730828.312500 Penalty: 4345.806152
	Iteration 0F: 3 clusters Score -730828.3 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -732271.187500 Penalty: 4345.806152
	Iteration 1F: 3 clusters Score -732271.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -732504.125000 Penalty: 4345.806152
	Iteration 2F: 3 clusters Score -732504.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -732650.125000 Penalty: 4345.806152
	Iteration 3Q: 3 clusters Score -732650.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -732751.312500 Penalty: 4345.806152
	Iteration 4Q: 3 clusters Score -732751.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -732837.437500 Penalty: 4345.806152
	Iteration 5Q: 3 clusters Score -732837.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -732905.687500 Penalty: 4345.806152
	Iteration 6Q: 3 clusters Score -732905.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -732967.562500 Penalty: 4345.806152
	Iteration 7Q: 3 clusters Score -732967.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -733021.875000 Penalty: 4345.806152
	Iteration 8Q: 3 clusters Score -733021.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -733068.500000 Penalty: 4345.806152
	Iteration 9Q: 3 clusters Score -733068.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -733119.437500 Penalty: 4345.806152
	Iteration 10Q: 3 clusters Score -733119.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -733167.375000 Penalty: 4345.806152
	Iteration 11Q: 3 clusters Score -733167.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -733200.437500 Penalty: 4345.806152
	Iteration 12Q: 3 clusters Score -733200.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -733230.312500 Penalty: 4345.806152
	Iteration 13Q: 3 clusters Score -733230.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -733258.125000 Penalty: 4345.806152
	Iteration 14Q: 3 clusters Score -733258.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -733276.500000 Penalty: 4345.806152
	Iteration 15Q: 3 clusters Score -733276.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -733294.750000 Penalty: 4345.806152
	Iteration 16Q: 3 clusters Score -733294.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -733308.937500 Penalty: 4345.806152
	Iteration 17Q: 3 clusters Score -733308.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -733324.437500 Penalty: 4345.806152
	Iteration 18Q: 3 clusters Score -733324.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -733344.750000 Penalty: 4345.806152
	Iteration 19Q: 3 clusters Score -733344.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -733364.562500 Penalty: 4345.806152
	Iteration 20F: 3 clusters Score -733364.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -733391.312500 Penalty: 4345.806152
	Iteration 21Q: 3 clusters Score -733391.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -733422.125000 Penalty: 4345.806152
	Iteration 22Q: 3 clusters Score -733422.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -733443.000000 Penalty: 4345.806152
	Iteration 23Q: 3 clusters Score -733443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -733470.250000 Penalty: 4345.806152
	Iteration 24Q: 3 clusters Score -733470.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -733494.500000 Penalty: 4345.806152
	Iteration 25Q: 3 clusters Score -733494.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -733523.875000 Penalty: 4345.806152
	Iteration 26Q: 3 clusters Score -733523.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -733555.000000 Penalty: 4345.806152
	Iteration 27Q: 3 clusters Score -733555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -733588.312500 Penalty: 4345.806152
	Iteration 28Q: 3 clusters Score -733588.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -733631.625000 Penalty: 4345.806152
	Iteration 29Q: 3 clusters Score -733631.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -733675.125000 Penalty: 4345.806152
	Iteration 30Q: 3 clusters Score -733675.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -733727.500000 Penalty: 4345.806152
	Iteration 31Q: 3 clusters Score -733727.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -733779.437500 Penalty: 4345.806152
	Iteration 32Q: 3 clusters Score -733779.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -733822.875000 Penalty: 4345.806152
	Iteration 33Q: 3 clusters Score -733822.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -733868.062500 Penalty: 4345.806152
	Iteration 34Q: 3 clusters Score -733868.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -733922.125000 Penalty: 4345.806152
	Iteration 35Q: 3 clusters Score -733922.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -733974.187500 Penalty: 4345.806152
	Iteration 36Q: 3 clusters Score -733974.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -734019.437500 Penalty: 4345.806152
	Iteration 37Q: 3 clusters Score -734019.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -734053.125000 Penalty: 4345.806152
	Iteration 38Q: 3 clusters Score -734053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -734088.250000 Penalty: 4345.806152
	Iteration 39Q: 3 clusters Score -734088.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -734123.375000 Penalty: 4345.806152
	Iteration 40F: 3 clusters Score -734123.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -734153.125000 Penalty: 4345.806152
	Iteration 41Q: 3 clusters Score -734153.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -734177.812500 Penalty: 4345.806152
	Iteration 42Q: 3 clusters Score -734177.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -734199.750000 Penalty: 4345.806152
	Iteration 43Q: 3 clusters Score -734199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -734225.875000 Penalty: 4345.806152
	Iteration 44Q: 3 clusters Score -734225.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -734242.812500 Penalty: 4345.806152
	Iteration 45Q: 3 clusters Score -734242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -734254.687500 Penalty: 4345.806152
	Iteration 46Q: 3 clusters Score -734254.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -734266.062500 Penalty: 4345.806152
	Iteration 47Q: 3 clusters Score -734266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -734270.562500 Penalty: 4345.806152
	Iteration 48Q: 3 clusters Score -734270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -734275.812500 Penalty: 4345.806152
	Iteration 49Q: 3 clusters Score -734275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -734281.312500 Penalty: 4345.806152
	Iteration 50Q: 3 clusters Score -734281.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -734288.625000 Penalty: 4345.806152
	Iteration 51Q: 3 clusters Score -734288.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -734294.625000 Penalty: 4345.806152
	Iteration 52Q: 3 clusters Score -734294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -734297.312500 Penalty: 4345.806152
	Iteration 53Q: 3 clusters Score -734297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -734302.625000 Penalty: 4345.806152
	Iteration 54Q: 3 clusters Score -734302.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -734305.375000 Penalty: 4345.806152
	Iteration 55Q: 3 clusters Score -734305.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -734312.000000 Penalty: 4345.806152
	Iteration 56Q: 3 clusters Score -734312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -734313.875000 Penalty: 4345.806152
	Iteration 57Q: 3 clusters Score -734313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -734315.312500 Penalty: 4345.806152
	Iteration 58Q: 3 clusters Score -734315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -734318.312500 Penalty: 4345.806152
	Iteration 59Q: 3 clusters Score -734318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -734318.437500 Penalty: 4345.806152
	Iteration 60F: 3 clusters Score -734318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -734319.062500 Penalty: 4345.806152
	Iteration 61Q: 3 clusters Score -734319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -734320.500000 Penalty: 4345.806152
	Iteration 62Q: 3 clusters Score -734320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -734324.562500 Penalty: 4345.806152
	Iteration 63Q: 3 clusters Score -734324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -734326.937500 Penalty: 4345.806152
	Iteration 64Q: 3 clusters Score -734326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -734330.750000 Penalty: 4345.806152
	Iteration 65Q: 3 clusters Score -734330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -734333.500000 Penalty: 4345.806152
	Iteration 66Q: 3 clusters Score -734333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -734335.937500 Penalty: 4345.806152
	Iteration 67Q: 3 clusters Score -734335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -734342.312500 Penalty: 4345.806152
	Iteration 68Q: 3 clusters Score -734342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -734346.875000 Penalty: 4345.806152
	Iteration 69Q: 3 clusters Score -734346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -734350.312500 Penalty: 4345.806152
	Iteration 70Q: 3 clusters Score -734350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -734352.687500 Penalty: 4345.806152
	Iteration 71Q: 3 clusters Score -734352.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -734359.250000 Penalty: 4345.806152
	Iteration 72Q: 3 clusters Score -734359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -734365.125000 Penalty: 4345.806152
	Iteration 73Q: 3 clusters Score -734365.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -734371.937500 Penalty: 4345.806152
	Iteration 74Q: 3 clusters Score -734371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -734375.250000 Penalty: 4345.806152
	Iteration 75Q: 3 clusters Score -734375.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -734378.562500 Penalty: 4345.806152
	Iteration 76Q: 3 clusters Score -734378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -734379.687500 Penalty: 4345.806152
	Iteration 77Q: 3 clusters Score -734379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -734380.750000 Penalty: 4345.806152
	Iteration 78Q: 3 clusters Score -734380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -734382.250000 Penalty: 4345.806152
	Iteration 79Q: 3 clusters Score -734382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -734382.062500 Penalty: 4345.806152
	Iteration 80F: 3 clusters Score -734382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -734383.625000 Penalty: 4345.806152
	Iteration 81Q: 3 clusters Score -734383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -734383.375000 Penalty: 4345.806152
	Iteration 82Q: 3 clusters Score -734383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -734386.562500 Penalty: 4345.806152
	Iteration 83Q: 3 clusters Score -734386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -734388.437500 Penalty: 4345.806152
	Iteration 84Q: 3 clusters Score -734388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -734390.625000 Penalty: 4345.806152
	Iteration 85Q: 3 clusters Score -734390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -734391.250000 Penalty: 4345.806152
	Iteration 86Q: 3 clusters Score -734391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -734392.625000 Penalty: 4345.806152
	Iteration 87Q: 3 clusters Score -734392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -734393.000000 Penalty: 4345.806152
	Iteration 88Q: 3 clusters Score -734393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -734394.062500 Penalty: 4345.806152
	Iteration 89Q: 3 clusters Score -734394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -734396.812500 Penalty: 4345.806152
	Iteration 90Q: 3 clusters Score -734396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -734397.562500 Penalty: 4345.806152
	Iteration 91Q: 3 clusters Score -734397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -734397.875000 Penalty: 4345.806152
	Iteration 92Q: 3 clusters Score -734397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -734399.000000 Penalty: 4345.806152
	Iteration 93Q: 3 clusters Score -734399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -734399.562500 Penalty: 4345.806152
	Iteration 94Q: 3 clusters Score -734399.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -734406.500000 Penalty: 4345.806152
	Iteration 95Q: 3 clusters Score -734406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -734409.250000 Penalty: 4345.806152
	Iteration 96Q: 3 clusters Score -734409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -734411.250000 Penalty: 4345.806152
	Iteration 97Q: 3 clusters Score -734411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -734411.312500 Penalty: 4345.806152
	Iteration 98Q: 3 clusters Score -734411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -734412.562500 Penalty: 4345.806152
	Iteration 99Q: 3 clusters Score -734412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -734411.750000 Penalty: 4345.806152
	Iteration 100F: 3 clusters Score -734411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -734413.375000 Penalty: 4345.806152
	Iteration 101Q: 3 clusters Score -734413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -734414.812500 Penalty: 4345.806152
	Iteration 102Q: 3 clusters Score -734414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -734415.625000 Penalty: 4345.806152
	Iteration 103Q: 3 clusters Score -734415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -734415.562500 Penalty: 4345.806152
	Iteration 104Q: 3 clusters Score -734415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -734415.562500 Penalty: 4345.806152
	Iteration 105F: 3 clusters Score -734415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -457951.968750 Penalty: 2056.489990
	Iteration 0F: 2 clusters Score -457952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454080.562500 Penalty: 4112.979980
	Iteration 0F: 3 clusters Score -454080.6 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -454889.843750 Penalty: 4112.979980
	Iteration 1F: 3 clusters Score -454889.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -455077.656250 Penalty: 4112.979980
	Iteration 2F: 3 clusters Score -455077.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -455177.093750 Penalty: 4112.979980
	Iteration 3Q: 3 clusters Score -455177.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -455237.406250 Penalty: 4112.979980
	Iteration 4Q: 3 clusters Score -455237.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -455307.562500 Penalty: 4112.979980
	Iteration 5Q: 3 clusters Score -455307.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -455382.000000 Penalty: 4112.979980
	Iteration 6Q: 3 clusters Score -455382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -455455.250000 Penalty: 4112.979980
	Iteration 7Q: 3 clusters Score -455455.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -455517.218750 Penalty: 4112.979980
	Iteration 8Q: 3 clusters Score -455517.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -455578.750000 Penalty: 4112.979980
	Iteration 9Q: 3 clusters Score -455578.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -455651.062500 Penalty: 4112.979980
	Iteration 10Q: 3 clusters Score -455651.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -455711.531250 Penalty: 4112.979980
	Iteration 11Q: 3 clusters Score -455711.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -455761.812500 Penalty: 4112.979980
	Iteration 12Q: 3 clusters Score -455761.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -455807.968750 Penalty: 4112.979980
	Iteration 13Q: 3 clusters Score -455808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -455860.218750 Penalty: 4112.979980
	Iteration 14Q: 3 clusters Score -455860.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455909.031250 Penalty: 4112.979980
	Iteration 15Q: 3 clusters Score -455909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -455952.843750 Penalty: 4112.979980
	Iteration 16Q: 3 clusters Score -455952.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -455990.468750 Penalty: 4112.979980
	Iteration 17Q: 3 clusters Score -455990.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -456018.750000 Penalty: 4112.979980
	Iteration 18Q: 3 clusters Score -456018.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -456043.656250 Penalty: 4112.979980
	Iteration 19Q: 3 clusters Score -456043.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -456069.750000 Penalty: 4112.979980
	Iteration 20F: 3 clusters Score -456069.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456090.093750 Penalty: 4112.979980
	Iteration 21Q: 3 clusters Score -456090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -456102.031250 Penalty: 4112.979980
	Iteration 22Q: 3 clusters Score -456102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -456111.500000 Penalty: 4112.979980
	Iteration 23Q: 3 clusters Score -456111.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -456116.656250 Penalty: 4112.979980
	Iteration 24Q: 3 clusters Score -456116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -456125.687500 Penalty: 4112.979980
	Iteration 25Q: 3 clusters Score -456125.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -456134.937500 Penalty: 4112.979980
	Iteration 26Q: 3 clusters Score -456134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -456139.812500 Penalty: 4112.979980
	Iteration 27Q: 3 clusters Score -456139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -456144.562500 Penalty: 4112.979980
	Iteration 28Q: 3 clusters Score -456144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456145.875000 Penalty: 4112.979980
	Iteration 29Q: 3 clusters Score -456145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456146.656250 Penalty: 4112.979980
	Iteration 30Q: 3 clusters Score -456146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456147.343750 Penalty: 4112.979980
	Iteration 31Q: 3 clusters Score -456147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456147.343750 Penalty: 4112.979980
	Iteration 32F: 3 clusters Score -456147.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -199921.890625 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -199921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197532.156250 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -197532.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -198108.875000 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -198108.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -198341.218750 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -198341.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198518.828125 Penalty: 3744.344971
	Iteration 3F: 3 clusters Score -198518.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -198640.015625 Penalty: 3744.344971
	Iteration 4F: 3 clusters Score -198640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -198734.000000 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -198734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -198813.640625 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -198813.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198884.375000 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -198884.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -198954.796875 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -198954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -199016.734375 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -199016.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -199093.984375 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -199094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -199166.796875 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -199166.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -199212.421875 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -199212.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -199240.703125 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -199240.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199260.078125 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -199260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -199283.406250 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -199283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -199292.328125 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -199292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -199300.046875 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -199300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -199300.890625 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -199300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -199301.890625 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -199301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -199305.859375 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -199305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -199323.734375 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -199323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -199330.640625 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -199330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -199331.828125 Penalty: 3744.344971
	Iteration 23F: 3 clusters Score -199331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -199351.203125 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -199351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -199368.906250 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -199368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -199393.843750 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -199393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -199407.968750 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -199408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -199415.546875 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -199415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -199422.937500 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -199422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -199427.140625 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -199427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -199429.171875 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -199429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -199430.171875 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -199430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -199431.546875 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -199431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -199431.546875 Penalty: 3744.344971
	Iteration 34F: 3 clusters Score -199431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -250221.765625 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -250221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247271.828125 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -247271.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -247897.125000 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -247897.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248106.515625 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -248106.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -248268.343750 Penalty: 3881.123535
	Iteration 3F: 3 clusters Score -248268.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248385.968750 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -248386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -248494.109375 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -248494.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248627.562500 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -248627.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248768.218750 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -248768.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -248899.875000 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -248899.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249016.343750 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -249016.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -249099.734375 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -249099.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249180.015625 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -249180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -249246.421875 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -249246.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249316.984375 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -249317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249380.140625 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -249380.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249416.234375 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -249416.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -249450.484375 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -249450.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249469.343750 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -249469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249482.031250 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -249482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249492.078125 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -249492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -249499.921875 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -249499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249505.531250 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -249505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249519.859375 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -249519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249538.984375 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -249539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249572.046875 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -249572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249602.406250 Penalty: 3881.123535
	Iteration 25Q: 3 clusters Score -249602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249615.203125 Penalty: 3881.123535
	Iteration 26Q: 3 clusters Score -249615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249621.328125 Penalty: 3881.123535
	Iteration 27Q: 3 clusters Score -249621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -249624.859375 Penalty: 3881.123535
	Iteration 28Q: 3 clusters Score -249624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -249626.203125 Penalty: 3881.123535
	Iteration 29Q: 3 clusters Score -249626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -249629.250000 Penalty: 3881.123535
	Iteration 30Q: 3 clusters Score -249629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249629.734375 Penalty: 3881.123535
	Iteration 31Q: 3 clusters Score -249629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249629.734375 Penalty: 3881.123535
	Iteration 32F: 3 clusters Score -249629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Entering Unmasked Estep 
Score: -1021080.250000 Penalty: 2249.170898
	Iteration 0F: 2 clusters Score -1021080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1014170.500000 Penalty: 4498.341797
	Iteration 0F: 3 clusters Score -1014170 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1016194.437500 Penalty: 4498.341797
	Iteration 1F: 3 clusters Score -1016194 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1016569.812500 Penalty: 4498.341797
	Iteration 2F: 3 clusters Score -1016570 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1016907.375000 Penalty: 4498.341797
	Iteration 3F: 3 clusters Score -1016907 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1017192.500000 Penalty: 4498.341797
	Iteration 4F: 3 clusters Score -1017192 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1017457.375000 Penalty: 4498.341797
	Iteration 5Q: 3 clusters Score -1017457 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1017708.937500 Penalty: 4498.341797
	Iteration 6Q: 3 clusters Score -1017709 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1017946.687500 Penalty: 4498.341797
	Iteration 7Q: 3 clusters Score -1017947 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1018157.062500 Penalty: 4498.341797
	Iteration 8Q: 3 clusters Score -1018157 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1018344.625000 Penalty: 4498.341797
	Iteration 9Q: 3 clusters Score -1018345 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1018529.937500 Penalty: 4498.341797
	Iteration 10Q: 3 clusters Score -1018530 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1018675.187500 Penalty: 4498.341797
	Iteration 11Q: 3 clusters Score -1018675 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1018809.687500 Penalty: 4498.341797
	Iteration 12Q: 3 clusters Score -1018810 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1018925.875000 Penalty: 4498.341797
	Iteration 13Q: 3 clusters Score -1018926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1019042.687500 Penalty: 4498.341797
	Iteration 14Q: 3 clusters Score -1019043 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1019142.375000 Penalty: 4498.341797
	Iteration 15Q: 3 clusters Score -1019142 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1019236.812500 Penalty: 4498.341797
	Iteration 16Q: 3 clusters Score -1019237 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1019323.437500 Penalty: 4498.341797
	Iteration 17Q: 3 clusters Score -1019323 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1019388.812500 Penalty: 4498.341797
	Iteration 18Q: 3 clusters Score -1019389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1019432.250000 Penalty: 4498.341797
	Iteration 19Q: 3 clusters Score -1019432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1019458.500000 Penalty: 4498.341797
	Iteration 20F: 3 clusters Score -1019458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1019482.125000 Penalty: 4498.341797
	Iteration 21Q: 3 clusters Score -1019482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1019501.625000 Penalty: 4498.341797
	Iteration 22Q: 3 clusters Score -1019502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1019517.187500 Penalty: 4498.341797
	Iteration 23Q: 3 clusters Score -1019517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1019528.500000 Penalty: 4498.341797
	Iteration 24Q: 3 clusters Score -1019528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1019538.562500 Penalty: 4498.341797
	Iteration 25Q: 3 clusters Score -1019539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1019546.687500 Penalty: 4498.341797
	Iteration 26Q: 3 clusters Score -1019547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019554.312500 Penalty: 4498.341797
	Iteration 27Q: 3 clusters Score -1019554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1019564.750000 Penalty: 4498.341797
	Iteration 28Q: 3 clusters Score -1019565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1019571.312500 Penalty: 4498.341797
	Iteration 29Q: 3 clusters Score -1019571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1019574.625000 Penalty: 4498.341797
	Iteration 30Q: 3 clusters Score -1019575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1019577.625000 Penalty: 4498.341797
	Iteration 31Q: 3 clusters Score -1019578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1019582.437500 Penalty: 4498.341797
	Iteration 32Q: 3 clusters Score -1019582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1019587.687500 Penalty: 4498.341797
	Iteration 33Q: 3 clusters Score -1019588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1019592.750000 Penalty: 4498.341797
	Iteration 34Q: 3 clusters Score -1019593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1019595.000000 Penalty: 4498.341797
	Iteration 35Q: 3 clusters Score -1019595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1019602.812500 Penalty: 4498.341797
	Iteration 36Q: 3 clusters Score -1019603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1019604.562500 Penalty: 4498.341797
	Iteration 37Q: 3 clusters Score -1019605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1019604.937500 Penalty: 4498.341797
	Iteration 38Q: 3 clusters Score -1019605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1019606.812500 Penalty: 4498.341797
	Iteration 39Q: 3 clusters Score -1019607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1019611.250000 Penalty: 4498.341797
	Iteration 40F: 3 clusters Score -1019611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1019613.812500 Penalty: 4498.341797
	Iteration 41Q: 3 clusters Score -1019614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1019617.500000 Penalty: 4498.341797
	Iteration 42Q: 3 clusters Score -1019618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1019619.000000 Penalty: 4498.341797
	Iteration 43Q: 3 clusters Score -1019619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1019619.000000 Penalty: 4498.341797
	Iteration 44Q: 3 clusters Score -1019619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1019624.687500 Penalty: 4498.341797
	Iteration 45Q: 3 clusters Score -1019625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1019624.312500 Penalty: 4498.341797
	Iteration 46Q: 3 clusters Score -1019624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1019624.875000 Penalty: 4498.341797
	Iteration 47Q: 3 clusters Score -1019625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1019627.312500 Penalty: 4498.341797
	Iteration 48Q: 3 clusters Score -1019627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1019628.125000 Penalty: 4498.341797
	Iteration 49Q: 3 clusters Score -1019628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1019628.437500 Penalty: 4498.341797
	Iteration 50Q: 3 clusters Score -1019628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1019628.312500 Penalty: 4498.341797
	Iteration 51Q: 3 clusters Score -1019628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1019628.125000 Penalty: 4498.341797
	Iteration 52Q: 3 clusters Score -1019628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1019628.875000 Penalty: 4498.341797
	Iteration 53Q: 3 clusters Score -1019629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1019628.875000 Penalty: 4498.341797
	Iteration 54Q: 3 clusters Score -1019629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1019630.312500 Penalty: 4498.341797
	Iteration 55Q: 3 clusters Score -1019630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1019630.750000 Penalty: 4498.341797
	Iteration 56Q: 3 clusters Score -1019631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1019630.312500 Penalty: 4498.341797
	Iteration 57Q: 3 clusters Score -1019630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1019630.312500 Penalty: 4498.341797
	Iteration 58F: 3 clusters Score -1019630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Entering Unmasked Estep 
Score: -732710.187500 Penalty: 2173.291260
	Iteration 0F: 2 clusters Score -732710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -727274.937500 Penalty: 4346.582520
	Iteration 0F: 3 clusters Score -727274.9 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -728688.437500 Penalty: 4346.582520
	Iteration 1F: 3 clusters Score -728688.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -728913.687500 Penalty: 4346.582520
	Iteration 2F: 3 clusters Score -728913.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -729090.125000 Penalty: 4346.582520
	Iteration 3F: 3 clusters Score -729090.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -729245.750000 Penalty: 4346.582520
	Iteration 4Q: 3 clusters Score -729245.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -729404.062500 Penalty: 4346.582520
	Iteration 5Q: 3 clusters Score -729404.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -729604.250000 Penalty: 4346.582520
	Iteration 6Q: 3 clusters Score -729604.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -729789.250000 Penalty: 4346.582520
	Iteration 7Q: 3 clusters Score -729789.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -729959.875000 Penalty: 4346.582520
	Iteration 8Q: 3 clusters Score -729959.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -730110.000000 Penalty: 4346.582520
	Iteration 9Q: 3 clusters Score -730110 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -730229.500000 Penalty: 4346.582520
	Iteration 10Q: 3 clusters Score -730229.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -730318.812500 Penalty: 4346.582520
	Iteration 11Q: 3 clusters Score -730318.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -730398.812500 Penalty: 4346.582520
	Iteration 12Q: 3 clusters Score -730398.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -730479.750000 Penalty: 4346.582520
	Iteration 13Q: 3 clusters Score -730479.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -730544.687500 Penalty: 4346.582520
	Iteration 14Q: 3 clusters Score -730544.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -730589.187500 Penalty: 4346.582520
	Iteration 15Q: 3 clusters Score -730589.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -730626.375000 Penalty: 4346.582520
	Iteration 16Q: 3 clusters Score -730626.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -730663.812500 Penalty: 4346.582520
	Iteration 17Q: 3 clusters Score -730663.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -730697.250000 Penalty: 4346.582520
	Iteration 18Q: 3 clusters Score -730697.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -730727.062500 Penalty: 4346.582520
	Iteration 19Q: 3 clusters Score -730727.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -730759.062500 Penalty: 4346.582520
	Iteration 20F: 3 clusters Score -730759.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -730780.500000 Penalty: 4346.582520
	Iteration 21Q: 3 clusters Score -730780.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -730799.375000 Penalty: 4346.582520
	Iteration 22Q: 3 clusters Score -730799.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -730811.437500 Penalty: 4346.582520
	Iteration 23Q: 3 clusters Score -730811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -730823.125000 Penalty: 4346.582520
	Iteration 24Q: 3 clusters Score -730823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -730835.687500 Penalty: 4346.582520
	Iteration 25Q: 3 clusters Score -730835.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -730852.437500 Penalty: 4346.582520
	Iteration 26Q: 3 clusters Score -730852.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -730878.187500 Penalty: 4346.582520
	Iteration 27Q: 3 clusters Score -730878.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -730901.937500 Penalty: 4346.582520
	Iteration 28Q: 3 clusters Score -730901.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -730920.062500 Penalty: 4346.582520
	Iteration 29Q: 3 clusters Score -730920.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -730957.312500 Penalty: 4346.582520
	Iteration 30Q: 3 clusters Score -730957.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -731007.875000 Penalty: 4346.582520
	Iteration 31Q: 3 clusters Score -731007.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -731061.750000 Penalty: 4346.582520
	Iteration 32Q: 3 clusters Score -731061.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -731105.625000 Penalty: 4346.582520
	Iteration 33Q: 3 clusters Score -731105.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -731143.562500 Penalty: 4346.582520
	Iteration 34Q: 3 clusters Score -731143.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -731173.375000 Penalty: 4346.582520
	Iteration 35Q: 3 clusters Score -731173.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -731198.062500 Penalty: 4346.582520
	Iteration 36Q: 3 clusters Score -731198.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -731219.312500 Penalty: 4346.582520
	Iteration 37Q: 3 clusters Score -731219.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -731250.000000 Penalty: 4346.582520
	Iteration 38Q: 3 clusters Score -731250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -731292.625000 Penalty: 4346.582520
	Iteration 39Q: 3 clusters Score -731292.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -731342.750000 Penalty: 4346.582520
	Iteration 40F: 3 clusters Score -731342.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -731414.250000 Penalty: 4346.582520
	Iteration 41Q: 3 clusters Score -731414.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -731517.125000 Penalty: 4346.582520
	Iteration 42Q: 3 clusters Score -731517.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -731651.750000 Penalty: 4346.582520
	Iteration 43Q: 3 clusters Score -731651.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -731782.000000 Penalty: 4346.582520
	Iteration 44Q: 3 clusters Score -731782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -731894.187500 Penalty: 4346.582520
	Iteration 45Q: 3 clusters Score -731894.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -732026.625000 Penalty: 4346.582520
	Iteration 46Q: 3 clusters Score -732026.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -732143.562500 Penalty: 4346.582520
	Iteration 47Q: 3 clusters Score -732143.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -732225.125000 Penalty: 4346.582520
	Iteration 48Q: 3 clusters Score -732225.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -732291.187500 Penalty: 4346.582520
	Iteration 49Q: 3 clusters Score -732291.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -732342.437500 Penalty: 4346.582520
	Iteration 50Q: 3 clusters Score -732342.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -732390.312500 Penalty: 4346.582520
	Iteration 51Q: 3 clusters Score -732390.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -732434.812500 Penalty: 4346.582520
	Iteration 52Q: 3 clusters Score -732434.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -732474.062500 Penalty: 4346.582520
	Iteration 53Q: 3 clusters Score -732474.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -732511.125000 Penalty: 4346.582520
	Iteration 54Q: 3 clusters Score -732511.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -732542.062500 Penalty: 4346.582520
	Iteration 55Q: 3 clusters Score -732542.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -732569.187500 Penalty: 4346.582520
	Iteration 56Q: 3 clusters Score -732569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -732582.500000 Penalty: 4346.582520
	Iteration 57Q: 3 clusters Score -732582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -732595.375000 Penalty: 4346.582520
	Iteration 58Q: 3 clusters Score -732595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -732604.000000 Penalty: 4346.582520
	Iteration 59Q: 3 clusters Score -732604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -732619.250000 Penalty: 4346.582520
	Iteration 60F: 3 clusters Score -732619.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -732633.812500 Penalty: 4346.582520
	Iteration 61Q: 3 clusters Score -732633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -732651.937500 Penalty: 4346.582520
	Iteration 62Q: 3 clusters Score -732651.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -732665.437500 Penalty: 4346.582520
	Iteration 63Q: 3 clusters Score -732665.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -732679.187500 Penalty: 4346.582520
	Iteration 64Q: 3 clusters Score -732679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -732695.125000 Penalty: 4346.582520
	Iteration 65Q: 3 clusters Score -732695.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -732706.187500 Penalty: 4346.582520
	Iteration 66Q: 3 clusters Score -732706.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -732718.437500 Penalty: 4346.582520
	Iteration 67Q: 3 clusters Score -732718.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -732731.750000 Penalty: 4346.582520
	Iteration 68Q: 3 clusters Score -732731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -732738.562500 Penalty: 4346.582520
	Iteration 69Q: 3 clusters Score -732738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -732741.625000 Penalty: 4346.582520
	Iteration 70Q: 3 clusters Score -732741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -732745.500000 Penalty: 4346.582520
	Iteration 71Q: 3 clusters Score -732745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -732750.250000 Penalty: 4346.582520
	Iteration 72Q: 3 clusters Score -732750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -732753.437500 Penalty: 4346.582520
	Iteration 73Q: 3 clusters Score -732753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -732758.562500 Penalty: 4346.582520
	Iteration 74Q: 3 clusters Score -732758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -732761.875000 Penalty: 4346.582520
	Iteration 75Q: 3 clusters Score -732761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -732764.812500 Penalty: 4346.582520
	Iteration 76Q: 3 clusters Score -732764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -732764.687500 Penalty: 4346.582520
	Iteration 77Q: 3 clusters Score -732764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -732765.875000 Penalty: 4346.582520
	Iteration 78Q: 3 clusters Score -732765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -732766.625000 Penalty: 4346.582520
	Iteration 79Q: 3 clusters Score -732766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -732767.625000 Penalty: 4346.582520
	Iteration 80F: 3 clusters Score -732767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -732769.562500 Penalty: 4346.582520
	Iteration 81Q: 3 clusters Score -732769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -732771.000000 Penalty: 4346.582520
	Iteration 82Q: 3 clusters Score -732771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -732774.125000 Penalty: 4346.582520
	Iteration 83Q: 3 clusters Score -732774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -732774.062500 Penalty: 4346.582520
	Iteration 84Q: 3 clusters Score -732774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -732774.875000 Penalty: 4346.582520
	Iteration 85Q: 3 clusters Score -732774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -732775.625000 Penalty: 4346.582520
	Iteration 86Q: 3 clusters Score -732775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -732776.187500 Penalty: 4346.582520
	Iteration 87Q: 3 clusters Score -732776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -732776.187500 Penalty: 4346.582520
	Iteration 88Q: 3 clusters Score -732776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -732777.937500 Penalty: 4346.582520
	Iteration 89Q: 3 clusters Score -732777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -732776.875000 Penalty: 4346.582520
	Iteration 90Q: 3 clusters Score -732776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -732775.437500 Penalty: 4346.582520
	Iteration 91Q: 3 clusters Score -732775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -732777.437500 Penalty: 4346.582520
	Iteration 92Q: 3 clusters Score -732777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -732777.437500 Penalty: 4346.582520
	Iteration 93F: 3 clusters Score -732777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78071 members 
Mstep: Class 30 contains 66599 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10122 members 
Mstep: Class 33 contains 11261 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
Score: -45034848.000000 Penalty: 108619.007812
Splitting cluster 21 changes total score from -45035720.000000 to -45034848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -295852.593750 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -295852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -292861.625000 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -292861.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -293406.906250 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -293406.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293578.250000 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -293578.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -293679.437500 Penalty: 3895.965576
	Iteration 3Q: 3 clusters Score -293679.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -293750.687500 Penalty: 3895.965576
	Iteration 4Q: 3 clusters Score -293750.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -293801.218750 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -293801.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -293833.437500 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -293833.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -293859.843750 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -293859.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -293884.937500 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -293884.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -293905.843750 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -293905.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293926.593750 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -293926.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293945.625000 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -293945.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293962.062500 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -293962.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -293971.437500 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -293971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -293981.156250 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -293981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293987.687500 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -293987.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -293994.250000 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -293994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294001.718750 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -294001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294008.281250 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -294008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -294010.687500 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -294010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -294012.218750 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -294012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -294019.343750 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -294019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -294028.968750 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -294029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -294031.875000 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -294031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294037.968750 Penalty: 3895.965576
	Iteration 24Q: 3 clusters Score -294038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294042.812500 Penalty: 3895.965576
	Iteration 25Q: 3 clusters Score -294042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -294049.187500 Penalty: 3895.965576
	Iteration 26Q: 3 clusters Score -294049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -294053.531250 Penalty: 3895.965576
	Iteration 27Q: 3 clusters Score -294053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -294056.343750 Penalty: 3895.965576
	Iteration 28Q: 3 clusters Score -294056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -294057.687500 Penalty: 3895.965576
	Iteration 29Q: 3 clusters Score -294057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -294059.562500 Penalty: 3895.965576
	Iteration 30Q: 3 clusters Score -294059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -294060.656250 Penalty: 3895.965576
	Iteration 31Q: 3 clusters Score -294060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -294061.406250 Penalty: 3895.965576
	Iteration 32Q: 3 clusters Score -294061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -294061.406250 Penalty: 3895.965576
	Iteration 33F: 3 clusters Score -294061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -312054.468750 Penalty: 1978.536133
	Iteration 0F: 2 clusters Score -312054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -308937.781250 Penalty: 3957.072266
	Iteration 0F: 3 clusters Score -308937.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -309607.937500 Penalty: 3957.072266
	Iteration 1F: 3 clusters Score -309607.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -309797.937500 Penalty: 3957.072266
	Iteration 2F: 3 clusters Score -309797.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -309919.343750 Penalty: 3957.072266
	Iteration 3Q: 3 clusters Score -309919.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -310001.750000 Penalty: 3957.072266
	Iteration 4Q: 3 clusters Score -310001.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -310053.375000 Penalty: 3957.072266
	Iteration 5Q: 3 clusters Score -310053.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -310086.875000 Penalty: 3957.072266
	Iteration 6Q: 3 clusters Score -310086.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -310109.062500 Penalty: 3957.072266
	Iteration 7Q: 3 clusters Score -310109.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -310141.187500 Penalty: 3957.072266
	Iteration 8Q: 3 clusters Score -310141.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -310175.812500 Penalty: 3957.072266
	Iteration 9Q: 3 clusters Score -310175.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -310215.187500 Penalty: 3957.072266
	Iteration 10Q: 3 clusters Score -310215.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -310238.062500 Penalty: 3957.072266
	Iteration 11Q: 3 clusters Score -310238.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310253.093750 Penalty: 3957.072266
	Iteration 12Q: 3 clusters Score -310253.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310265.218750 Penalty: 3957.072266
	Iteration 13Q: 3 clusters Score -310265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -310273.312500 Penalty: 3957.072266
	Iteration 14Q: 3 clusters Score -310273.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310286.500000 Penalty: 3957.072266
	Iteration 15Q: 3 clusters Score -310286.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -310293.812500 Penalty: 3957.072266
	Iteration 16Q: 3 clusters Score -310293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -310302.093750 Penalty: 3957.072266
	Iteration 17Q: 3 clusters Score -310302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -310309.125000 Penalty: 3957.072266
	Iteration 18Q: 3 clusters Score -310309.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -310314.250000 Penalty: 3957.072266
	Iteration 19Q: 3 clusters Score -310314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -310317.500000 Penalty: 3957.072266
	Iteration 20F: 3 clusters Score -310317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -310323.062500 Penalty: 3957.072266
	Iteration 21Q: 3 clusters Score -310323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -310325.937500 Penalty: 3957.072266
	Iteration 22Q: 3 clusters Score -310325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -310333.343750 Penalty: 3957.072266
	Iteration 23Q: 3 clusters Score -310333.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310347.875000 Penalty: 3957.072266
	Iteration 24Q: 3 clusters Score -310347.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -310364.093750 Penalty: 3957.072266
	Iteration 25Q: 3 clusters Score -310364.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310384.968750 Penalty: 3957.072266
	Iteration 26Q: 3 clusters Score -310385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310407.531250 Penalty: 3957.072266
	Iteration 27Q: 3 clusters Score -310407.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -310426.781250 Penalty: 3957.072266
	Iteration 28Q: 3 clusters Score -310426.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -310448.187500 Penalty: 3957.072266
	Iteration 29Q: 3 clusters Score -310448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -310458.593750 Penalty: 3957.072266
	Iteration 30Q: 3 clusters Score -310458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -310467.218750 Penalty: 3957.072266
	Iteration 31Q: 3 clusters Score -310467.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -310482.656250 Penalty: 3957.072266
	Iteration 32Q: 3 clusters Score -310482.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -310495.718750 Penalty: 3957.072266
	Iteration 33Q: 3 clusters Score -310495.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -310509.468750 Penalty: 3957.072266
	Iteration 34Q: 3 clusters Score -310509.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -310518.812500 Penalty: 3957.072266
	Iteration 35Q: 3 clusters Score -310518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -310531.437500 Penalty: 3957.072266
	Iteration 36Q: 3 clusters Score -310531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -310544.718750 Penalty: 3957.072266
	Iteration 37Q: 3 clusters Score -310544.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -310557.000000 Penalty: 3957.072266
	Iteration 38Q: 3 clusters Score -310557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -310575.937500 Penalty: 3957.072266
	Iteration 39Q: 3 clusters Score -310575.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -310586.093750 Penalty: 3957.072266
	Iteration 40F: 3 clusters Score -310586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -310592.531250 Penalty: 3957.072266
	Iteration 41Q: 3 clusters Score -310592.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -310599.500000 Penalty: 3957.072266
	Iteration 42Q: 3 clusters Score -310599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -310602.843750 Penalty: 3957.072266
	Iteration 43Q: 3 clusters Score -310602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -310607.812500 Penalty: 3957.072266
	Iteration 44Q: 3 clusters Score -310607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -310611.187500 Penalty: 3957.072266
	Iteration 45Q: 3 clusters Score -310611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -310613.968750 Penalty: 3957.072266
	Iteration 46Q: 3 clusters Score -310614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -310617.406250 Penalty: 3957.072266
	Iteration 47Q: 3 clusters Score -310617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -310623.031250 Penalty: 3957.072266
	Iteration 48Q: 3 clusters Score -310623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -310635.406250 Penalty: 3957.072266
	Iteration 49Q: 3 clusters Score -310635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -310639.625000 Penalty: 3957.072266
	Iteration 50Q: 3 clusters Score -310639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -310643.250000 Penalty: 3957.072266
	Iteration 51Q: 3 clusters Score -310643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -310647.968750 Penalty: 3957.072266
	Iteration 52Q: 3 clusters Score -310648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -310653.031250 Penalty: 3957.072266
	Iteration 53Q: 3 clusters Score -310653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -310659.812500 Penalty: 3957.072266
	Iteration 54Q: 3 clusters Score -310659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -310665.906250 Penalty: 3957.072266
	Iteration 55Q: 3 clusters Score -310665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -310670.906250 Penalty: 3957.072266
	Iteration 56Q: 3 clusters Score -310670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -310673.500000 Penalty: 3957.072266
	Iteration 57Q: 3 clusters Score -310673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -310675.062500 Penalty: 3957.072266
	Iteration 58Q: 3 clusters Score -310675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -310676.156250 Penalty: 3957.072266
	Iteration 59Q: 3 clusters Score -310676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -310678.062500 Penalty: 3957.072266
	Iteration 60F: 3 clusters Score -310678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -310681.968750 Penalty: 3957.072266
	Iteration 61Q: 3 clusters Score -310682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -310684.343750 Penalty: 3957.072266
	Iteration 62Q: 3 clusters Score -310684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -310687.906250 Penalty: 3957.072266
	Iteration 63Q: 3 clusters Score -310687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -310690.093750 Penalty: 3957.072266
	Iteration 64Q: 3 clusters Score -310690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -310692.656250 Penalty: 3957.072266
	Iteration 65Q: 3 clusters Score -310692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -310696.656250 Penalty: 3957.072266
	Iteration 66Q: 3 clusters Score -310696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -310698.562500 Penalty: 3957.072266
	Iteration 67Q: 3 clusters Score -310698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -310698.875000 Penalty: 3957.072266
	Iteration 68Q: 3 clusters Score -310698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -310699.625000 Penalty: 3957.072266
	Iteration 69Q: 3 clusters Score -310699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -310702.062500 Penalty: 3957.072266
	Iteration 70Q: 3 clusters Score -310702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -310703.375000 Penalty: 3957.072266
	Iteration 71Q: 3 clusters Score -310703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -310705.406250 Penalty: 3957.072266
	Iteration 72Q: 3 clusters Score -310705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -310706.312500 Penalty: 3957.072266
	Iteration 73Q: 3 clusters Score -310706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -310706.843750 Penalty: 3957.072266
	Iteration 74Q: 3 clusters Score -310706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -310706.843750 Penalty: 3957.072266
	Iteration 75F: 3 clusters Score -310706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1320538.375000 Penalty: 2329.689941
	Iteration 0F: 2 clusters Score -1320538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1311593.125000 Penalty: 4659.379883
	Iteration 0F: 3 clusters Score -1311593 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1314439.500000 Penalty: 4659.379883
	Iteration 1F: 3 clusters Score -1314440 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1314958.000000 Penalty: 4659.379883
	Iteration 2F: 3 clusters Score -1314958 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1315490.500000 Penalty: 4659.379883
	Iteration 3F: 3 clusters Score -1315490 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1315997.500000 Penalty: 4659.379883
	Iteration 4F: 3 clusters Score -1315998 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1316498.625000 Penalty: 4659.379883
	Iteration 5F: 3 clusters Score -1316499 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1317074.875000 Penalty: 4659.379883
	Iteration 6F: 3 clusters Score -1317075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1317539.625000 Penalty: 4659.379883
	Iteration 7F: 3 clusters Score -1317540 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1317871.250000 Penalty: 4659.379883
	Iteration 8Q: 3 clusters Score -1317871 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1318096.625000 Penalty: 4659.379883
	Iteration 9Q: 3 clusters Score -1318097 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1318302.125000 Penalty: 4659.379883
	Iteration 10Q: 3 clusters Score -1318302 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1318463.500000 Penalty: 4659.379883
	Iteration 11Q: 3 clusters Score -1318464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1318590.500000 Penalty: 4659.379883
	Iteration 12Q: 3 clusters Score -1318590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1318694.875000 Penalty: 4659.379883
	Iteration 13Q: 3 clusters Score -1318695 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1318771.250000 Penalty: 4659.379883
	Iteration 14Q: 3 clusters Score -1318771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1318824.125000 Penalty: 4659.379883
	Iteration 15Q: 3 clusters Score -1318824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1318855.250000 Penalty: 4659.379883
	Iteration 16Q: 3 clusters Score -1318855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1318883.375000 Penalty: 4659.379883
	Iteration 17Q: 3 clusters Score -1318883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1318896.250000 Penalty: 4659.379883
	Iteration 18Q: 3 clusters Score -1318896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1318916.250000 Penalty: 4659.379883
	Iteration 19Q: 3 clusters Score -1318916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1318928.375000 Penalty: 4659.379883
	Iteration 20F: 3 clusters Score -1318928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1318935.125000 Penalty: 4659.379883
	Iteration 21Q: 3 clusters Score -1318935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1318944.375000 Penalty: 4659.379883
	Iteration 22Q: 3 clusters Score -1318944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1318953.375000 Penalty: 4659.379883
	Iteration 23Q: 3 clusters Score -1318953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1318962.625000 Penalty: 4659.379883
	Iteration 24Q: 3 clusters Score -1318963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1318967.875000 Penalty: 4659.379883
	Iteration 25Q: 3 clusters Score -1318968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1318968.875000 Penalty: 4659.379883
	Iteration 26Q: 3 clusters Score -1318969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1318974.250000 Penalty: 4659.379883
	Iteration 27Q: 3 clusters Score -1318974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1318975.375000 Penalty: 4659.379883
	Iteration 28Q: 3 clusters Score -1318975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1318978.000000 Penalty: 4659.379883
	Iteration 29Q: 3 clusters Score -1318978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1318981.625000 Penalty: 4659.379883
	Iteration 30Q: 3 clusters Score -1318982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1318982.000000 Penalty: 4659.379883
	Iteration 31Q: 3 clusters Score -1318982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1318984.750000 Penalty: 4659.379883
	Iteration 32Q: 3 clusters Score -1318985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1318984.250000 Penalty: 4659.379883
	Iteration 33Q: 3 clusters Score -1318984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1318990.500000 Penalty: 4659.379883
	Iteration 34Q: 3 clusters Score -1318990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1318991.500000 Penalty: 4659.379883
	Iteration 35Q: 3 clusters Score -1318992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1318994.750000 Penalty: 4659.379883
	Iteration 36Q: 3 clusters Score -1318995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1318993.750000 Penalty: 4659.379883
	Iteration 37Q: 3 clusters Score -1318994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1318998.625000 Penalty: 4659.379883
	Iteration 38Q: 3 clusters Score -1318999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1318999.750000 Penalty: 4659.379883
	Iteration 39Q: 3 clusters Score -1319000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1319001.375000 Penalty: 4659.379883
	Iteration 40F: 3 clusters Score -1319001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1319002.750000 Penalty: 4659.379883
	Iteration 41Q: 3 clusters Score -1319003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1319005.375000 Penalty: 4659.379883
	Iteration 42Q: 3 clusters Score -1319005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1319008.000000 Penalty: 4659.379883
	Iteration 43Q: 3 clusters Score -1319008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1319008.000000 Penalty: 4659.379883
	Iteration 44Q: 3 clusters Score -1319008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1319009.625000 Penalty: 4659.379883
	Iteration 45Q: 3 clusters Score -1319010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1319006.875000 Penalty: 4659.379883
	Iteration 46Q: 3 clusters Score -1319007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1319007.500000 Penalty: 4659.379883
	Iteration 47Q: 3 clusters Score -1319008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1319007.125000 Penalty: 4659.379883
	Iteration 48Q: 3 clusters Score -1319007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1319011.500000 Penalty: 4659.379883
	Iteration 49Q: 3 clusters Score -1319012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1319009.375000 Penalty: 4659.379883
	Iteration 50Q: 3 clusters Score -1319009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1319010.625000 Penalty: 4659.379883
	Iteration 51Q: 3 clusters Score -1319011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1319008.625000 Penalty: 4659.379883
	Iteration 52Q: 3 clusters Score -1319009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1319008.625000 Penalty: 4659.379883
	Iteration 53F: 3 clusters Score -1319009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -438705.750000 Penalty: 2058.222900
	Iteration 0F: 2 clusters Score -438705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -434879.656250 Penalty: 4116.445801
	Iteration 0F: 3 clusters Score -434879.7 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -435778.593750 Penalty: 4116.445801
	Iteration 1F: 3 clusters Score -435778.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -436070.031250 Penalty: 4116.445801
	Iteration 2F: 3 clusters Score -436070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -436278.375000 Penalty: 4116.445801
	Iteration 3F: 3 clusters Score -436278.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -436439.312500 Penalty: 4116.445801
	Iteration 4Q: 3 clusters Score -436439.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -436561.468750 Penalty: 4116.445801
	Iteration 5Q: 3 clusters Score -436561.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -436679.937500 Penalty: 4116.445801
	Iteration 6Q: 3 clusters Score -436679.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436802.718750 Penalty: 4116.445801
	Iteration 7Q: 3 clusters Score -436802.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -436899.093750 Penalty: 4116.445801
	Iteration 8Q: 3 clusters Score -436899.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -436973.000000 Penalty: 4116.445801
	Iteration 9Q: 3 clusters Score -436973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -437028.906250 Penalty: 4116.445801
	Iteration 10Q: 3 clusters Score -437028.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -437067.750000 Penalty: 4116.445801
	Iteration 11Q: 3 clusters Score -437067.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -437089.781250 Penalty: 4116.445801
	Iteration 12Q: 3 clusters Score -437089.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -437113.937500 Penalty: 4116.445801
	Iteration 13Q: 3 clusters Score -437113.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437136.625000 Penalty: 4116.445801
	Iteration 14Q: 3 clusters Score -437136.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -437158.218750 Penalty: 4116.445801
	Iteration 15Q: 3 clusters Score -437158.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -437183.718750 Penalty: 4116.445801
	Iteration 16Q: 3 clusters Score -437183.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -437215.906250 Penalty: 4116.445801
	Iteration 17Q: 3 clusters Score -437215.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -437241.656250 Penalty: 4116.445801
	Iteration 18Q: 3 clusters Score -437241.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -437265.375000 Penalty: 4116.445801
	Iteration 19Q: 3 clusters Score -437265.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -437285.875000 Penalty: 4116.445801
	Iteration 20F: 3 clusters Score -437285.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -437307.687500 Penalty: 4116.445801
	Iteration 21Q: 3 clusters Score -437307.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -437324.375000 Penalty: 4116.445801
	Iteration 22Q: 3 clusters Score -437324.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -437343.718750 Penalty: 4116.445801
	Iteration 23Q: 3 clusters Score -437343.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -437355.406250 Penalty: 4116.445801
	Iteration 24Q: 3 clusters Score -437355.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -437365.562500 Penalty: 4116.445801
	Iteration 25Q: 3 clusters Score -437365.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -437370.125000 Penalty: 4116.445801
	Iteration 26Q: 3 clusters Score -437370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -437373.656250 Penalty: 4116.445801
	Iteration 27Q: 3 clusters Score -437373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -437374.875000 Penalty: 4116.445801
	Iteration 28Q: 3 clusters Score -437374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437374.500000 Penalty: 4116.445801
	Iteration 29Q: 3 clusters Score -437374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -437376.062500 Penalty: 4116.445801
	Iteration 30Q: 3 clusters Score -437376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -437376.062500 Penalty: 4116.445801
	Iteration 31F: 3 clusters Score -437376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -323111.562500 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -323111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -319925.250000 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -319925.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -320580.656250 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -320580.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -320767.343750 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -320767.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -320924.312500 Penalty: 3950.566162
	Iteration 3F: 3 clusters Score -320924.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -321058.062500 Penalty: 3950.566162
	Iteration 4Q: 3 clusters Score -321058.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -321176.093750 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -321176.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -321282.312500 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -321282.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -321388.218750 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -321388.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -321469.500000 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -321469.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -321527.531250 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -321527.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -321574.468750 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -321574.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -321622.687500 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -321622.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -321666.312500 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -321666.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -321696.343750 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -321696.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -321725.343750 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -321725.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -321740.687500 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -321740.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -321753.406250 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -321753.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -321770.875000 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -321770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -321781.437500 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -321781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -321792.687500 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -321792.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -321801.062500 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -321801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -321807.687500 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -321807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -321814.000000 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -321814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -321818.906250 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -321818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -321826.000000 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -321826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -321830.031250 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -321830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -321833.437500 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -321833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -321835.968750 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -321836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -321835.968750 Penalty: 3950.566162
	Iteration 28F: 3 clusters Score -321836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -734931.125000 Penalty: 2169.422119
	Iteration 0F: 2 clusters Score -734931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -729648.812500 Penalty: 4338.844238
	Iteration 0F: 3 clusters Score -729648.8 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -731135.875000 Penalty: 4338.844238
	Iteration 1F: 3 clusters Score -731135.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -731494.687500 Penalty: 4338.844238
	Iteration 2F: 3 clusters Score -731494.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -731781.062500 Penalty: 4338.844238
	Iteration 3F: 3 clusters Score -731781.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -732030.937500 Penalty: 4338.844238
	Iteration 4F: 3 clusters Score -732030.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -732218.937500 Penalty: 4338.844238
	Iteration 5Q: 3 clusters Score -732218.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -732363.187500 Penalty: 4338.844238
	Iteration 6Q: 3 clusters Score -732363.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -732475.812500 Penalty: 4338.844238
	Iteration 7Q: 3 clusters Score -732475.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -732571.375000 Penalty: 4338.844238
	Iteration 8Q: 3 clusters Score -732571.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -732689.562500 Penalty: 4338.844238
	Iteration 9Q: 3 clusters Score -732689.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -732819.625000 Penalty: 4338.844238
	Iteration 10Q: 3 clusters Score -732819.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -732936.000000 Penalty: 4338.844238
	Iteration 11Q: 3 clusters Score -732936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -733045.187500 Penalty: 4338.844238
	Iteration 12Q: 3 clusters Score -733045.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -733126.875000 Penalty: 4338.844238
	Iteration 13Q: 3 clusters Score -733126.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -733201.937500 Penalty: 4338.844238
	Iteration 14Q: 3 clusters Score -733201.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -733255.875000 Penalty: 4338.844238
	Iteration 15Q: 3 clusters Score -733255.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -733298.937500 Penalty: 4338.844238
	Iteration 16Q: 3 clusters Score -733298.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -733321.812500 Penalty: 4338.844238
	Iteration 17Q: 3 clusters Score -733321.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -733337.062500 Penalty: 4338.844238
	Iteration 18Q: 3 clusters Score -733337.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -733352.750000 Penalty: 4338.844238
	Iteration 19Q: 3 clusters Score -733352.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -733359.812500 Penalty: 4338.844238
	Iteration 20F: 3 clusters Score -733359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -733366.312500 Penalty: 4338.844238
	Iteration 21Q: 3 clusters Score -733366.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -733371.687500 Penalty: 4338.844238
	Iteration 22Q: 3 clusters Score -733371.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -733374.875000 Penalty: 4338.844238
	Iteration 23Q: 3 clusters Score -733374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -733376.687500 Penalty: 4338.844238
	Iteration 24Q: 3 clusters Score -733376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -733380.312500 Penalty: 4338.844238
	Iteration 25Q: 3 clusters Score -733380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -733379.375000 Penalty: 4338.844238
	Iteration 26Q: 3 clusters Score -733379.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -733382.375000 Penalty: 4338.844238
	Iteration 27Q: 3 clusters Score -733382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -733384.750000 Penalty: 4338.844238
	Iteration 28Q: 3 clusters Score -733384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -733386.750000 Penalty: 4338.844238
	Iteration 29Q: 3 clusters Score -733386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -733388.750000 Penalty: 4338.844238
	Iteration 30Q: 3 clusters Score -733388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -733388.812500 Penalty: 4338.844238
	Iteration 31Q: 3 clusters Score -733388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -733389.750000 Penalty: 4338.844238
	Iteration 32Q: 3 clusters Score -733389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -733391.750000 Penalty: 4338.844238
	Iteration 33Q: 3 clusters Score -733391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -733391.750000 Penalty: 4338.844238
	Iteration 34F: 3 clusters Score -733391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (78071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Entering Unmasked Estep 
Score: -9427986.000000 Penalty: 2793.812744
	Iteration 0F: 2 clusters Score -9427986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -9375559.000000 Penalty: 5587.625488
	Iteration 0F: 3 clusters Score -9375559 nChanged 36608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -9396237.000000 Penalty: 5587.625488
	Iteration 1F: 3 clusters Score -9396237 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -9396759.000000 Penalty: 5587.625488
	Iteration 2Q: 3 clusters Score -9396759 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -9397380.000000 Penalty: 5587.625488
	Iteration 3Q: 3 clusters Score -9397380 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -9397961.000000 Penalty: 5587.625488
	Iteration 4Q: 3 clusters Score -9397961 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -9398553.000000 Penalty: 5587.625488
	Iteration 5Q: 3 clusters Score -9398553 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -9399301.000000 Penalty: 5587.625488
	Iteration 6Q: 3 clusters Score -9399301 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9400252.000000 Penalty: 5587.625488
	Iteration 7Q: 3 clusters Score -9400252 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -9401662.000000 Penalty: 5587.625488
	Iteration 8Q: 3 clusters Score -9401662 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -9403685.000000 Penalty: 5587.625488
	Iteration 9Q: 3 clusters Score -9403685 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -9406594.000000 Penalty: 5587.625488
	Iteration 10F: 3 clusters Score -9406594 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -9409738.000000 Penalty: 5587.625488
	Iteration 11F: 3 clusters Score -9409738 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -9412509.000000 Penalty: 5587.625488
	Iteration 12F: 3 clusters Score -9412509 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9414721.000000 Penalty: 5587.625488
	Iteration 13Q: 3 clusters Score -9414721 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -9416161.000000 Penalty: 5587.625488
	Iteration 14Q: 3 clusters Score -9416161 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -9417271.000000 Penalty: 5587.625488
	Iteration 15Q: 3 clusters Score -9417271 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -9418138.000000 Penalty: 5587.625488
	Iteration 16Q: 3 clusters Score -9418138 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -9419076.000000 Penalty: 5587.625488
	Iteration 17Q: 3 clusters Score -9419076 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -9420006.000000 Penalty: 5587.625488
	Iteration 18Q: 3 clusters Score -9420006 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -9420973.000000 Penalty: 5587.625488
	Iteration 19Q: 3 clusters Score -9420973 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9421791.000000 Penalty: 5587.625488
	Iteration 20F: 3 clusters Score -9421791 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9422485.000000 Penalty: 5587.625488
	Iteration 21Q: 3 clusters Score -9422485 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9423139.000000 Penalty: 5587.625488
	Iteration 22Q: 3 clusters Score -9423139 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9423691.000000 Penalty: 5587.625488
	Iteration 23Q: 3 clusters Score -9423691 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9424210.000000 Penalty: 5587.625488
	Iteration 24Q: 3 clusters Score -9424210 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9424601.000000 Penalty: 5587.625488
	Iteration 25Q: 3 clusters Score -9424601 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9424913.000000 Penalty: 5587.625488
	Iteration 26Q: 3 clusters Score -9424913 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9425132.000000 Penalty: 5587.625488
	Iteration 27Q: 3 clusters Score -9425132 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9425261.000000 Penalty: 5587.625488
	Iteration 28Q: 3 clusters Score -9425261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9425335.000000 Penalty: 5587.625488
	Iteration 29Q: 3 clusters Score -9425335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9425383.000000 Penalty: 5587.625488
	Iteration 30Q: 3 clusters Score -9425383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9425415.000000 Penalty: 5587.625488
	Iteration 31Q: 3 clusters Score -9425415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9425438.000000 Penalty: 5587.625488
	Iteration 32Q: 3 clusters Score -9425438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9425453.000000 Penalty: 5587.625488
	Iteration 33Q: 3 clusters Score -9425453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9425465.000000 Penalty: 5587.625488
	Iteration 34Q: 3 clusters Score -9425465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9425482.000000 Penalty: 5587.625488
	Iteration 35Q: 3 clusters Score -9425482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9425494.000000 Penalty: 5587.625488
	Iteration 36Q: 3 clusters Score -9425494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9425488.000000 Penalty: 5587.625488
	Iteration 37Q: 3 clusters Score -9425488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9425498.000000 Penalty: 5587.625488
	Iteration 38Q: 3 clusters Score -9425498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9425500.000000 Penalty: 5587.625488
	Iteration 39Q: 3 clusters Score -9425500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9425508.000000 Penalty: 5587.625488
	Iteration 40F: 3 clusters Score -9425508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9425511.000000 Penalty: 5587.625488
	Iteration 41Q: 3 clusters Score -9425511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9425516.000000 Penalty: 5587.625488
	Iteration 42Q: 3 clusters Score -9425516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9425522.000000 Penalty: 5587.625488
	Iteration 43Q: 3 clusters Score -9425522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9425524.000000 Penalty: 5587.625488
	Iteration 44Q: 3 clusters Score -9425524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9425524.000000 Penalty: 5587.625488
	Iteration 45F: 3 clusters Score -9425524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (66599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Entering Unmasked Estep 
Score: -7939950.500000 Penalty: 2754.398438
	Iteration 0F: 2 clusters Score -7939950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -7895183.500000 Penalty: 5508.796875
	Iteration 0F: 3 clusters Score -7895184 nChanged 31022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -7912552.000000 Penalty: 5508.796875
	Iteration 1F: 3 clusters Score -7912552 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -7913395.500000 Penalty: 5508.796875
	Iteration 2Q: 3 clusters Score -7913396 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -7914392.000000 Penalty: 5508.796875
	Iteration 3Q: 3 clusters Score -7914392 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -7915821.000000 Penalty: 5508.796875
	Iteration 4Q: 3 clusters Score -7915821 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -7917919.000000 Penalty: 5508.796875
	Iteration 5F: 3 clusters Score -7917919 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -7920581.500000 Penalty: 5508.796875
	Iteration 6F: 3 clusters Score -7920582 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -7923488.000000 Penalty: 5508.796875
	Iteration 7F: 3 clusters Score -7923488 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -7925930.000000 Penalty: 5508.796875
	Iteration 8F: 3 clusters Score -7925930 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -7927975.000000 Penalty: 5508.796875
	Iteration 9F: 3 clusters Score -7927975 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -7929760.000000 Penalty: 5508.796875
	Iteration 10Q: 3 clusters Score -7929760 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -7931450.500000 Penalty: 5508.796875
	Iteration 11Q: 3 clusters Score -7931450 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -7932869.500000 Penalty: 5508.796875
	Iteration 12Q: 3 clusters Score -7932870 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7934123.000000 Penalty: 5508.796875
	Iteration 13Q: 3 clusters Score -7934123 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -7935037.500000 Penalty: 5508.796875
	Iteration 14Q: 3 clusters Score -7935038 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7935577.500000 Penalty: 5508.796875
	Iteration 15Q: 3 clusters Score -7935578 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -7935929.500000 Penalty: 5508.796875
	Iteration 16Q: 3 clusters Score -7935930 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -7936273.000000 Penalty: 5508.796875
	Iteration 17Q: 3 clusters Score -7936273 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -7936512.000000 Penalty: 5508.796875
	Iteration 18Q: 3 clusters Score -7936512 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7936730.500000 Penalty: 5508.796875
	Iteration 19Q: 3 clusters Score -7936730 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7936907.000000 Penalty: 5508.796875
	Iteration 20F: 3 clusters Score -7936907 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7937014.500000 Penalty: 5508.796875
	Iteration 21Q: 3 clusters Score -7937014 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7937099.000000 Penalty: 5508.796875
	Iteration 22Q: 3 clusters Score -7937099 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7937194.000000 Penalty: 5508.796875
	Iteration 23Q: 3 clusters Score -7937194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7937260.500000 Penalty: 5508.796875
	Iteration 24Q: 3 clusters Score -7937260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7937315.500000 Penalty: 5508.796875
	Iteration 25Q: 3 clusters Score -7937316 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7937376.500000 Penalty: 5508.796875
	Iteration 26Q: 3 clusters Score -7937376 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7937422.500000 Penalty: 5508.796875
	Iteration 27Q: 3 clusters Score -7937422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7937480.500000 Penalty: 5508.796875
	Iteration 28Q: 3 clusters Score -7937480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7937505.000000 Penalty: 5508.796875
	Iteration 29Q: 3 clusters Score -7937505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7937532.500000 Penalty: 5508.796875
	Iteration 30Q: 3 clusters Score -7937532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7937555.000000 Penalty: 5508.796875
	Iteration 31Q: 3 clusters Score -7937555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7937571.500000 Penalty: 5508.796875
	Iteration 32Q: 3 clusters Score -7937572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7937584.500000 Penalty: 5508.796875
	Iteration 33Q: 3 clusters Score -7937584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7937610.000000 Penalty: 5508.796875
	Iteration 34Q: 3 clusters Score -7937610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7937609.500000 Penalty: 5508.796875
	Iteration 35Q: 3 clusters Score -7937610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7937616.000000 Penalty: 5508.796875
	Iteration 36Q: 3 clusters Score -7937616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7937622.000000 Penalty: 5508.796875
	Iteration 37Q: 3 clusters Score -7937622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7937629.500000 Penalty: 5508.796875
	Iteration 38Q: 3 clusters Score -7937630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7937646.000000 Penalty: 5508.796875
	Iteration 39Q: 3 clusters Score -7937646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7937647.000000 Penalty: 5508.796875
	Iteration 40F: 3 clusters Score -7937647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7937652.500000 Penalty: 5508.796875
	Iteration 41Q: 3 clusters Score -7937652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7937663.000000 Penalty: 5508.796875
	Iteration 42Q: 3 clusters Score -7937663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7937662.500000 Penalty: 5508.796875
	Iteration 43Q: 3 clusters Score -7937662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7937671.000000 Penalty: 5508.796875
	Iteration 44Q: 3 clusters Score -7937671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7937667.000000 Penalty: 5508.796875
	Iteration 45Q: 3 clusters Score -7937667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7937682.000000 Penalty: 5508.796875
	Iteration 46Q: 3 clusters Score -7937682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7937692.000000 Penalty: 5508.796875
	Iteration 47Q: 3 clusters Score -7937692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7937696.500000 Penalty: 5508.796875
	Iteration 48Q: 3 clusters Score -7937696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7937711.500000 Penalty: 5508.796875
	Iteration 49Q: 3 clusters Score -7937712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7937710.500000 Penalty: 5508.796875
	Iteration 50Q: 3 clusters Score -7937710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7937710.000000 Penalty: 5508.796875
	Iteration 51Q: 3 clusters Score -7937710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7937715.500000 Penalty: 5508.796875
	Iteration 52Q: 3 clusters Score -7937716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7937724.500000 Penalty: 5508.796875
	Iteration 53Q: 3 clusters Score -7937724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7937723.000000 Penalty: 5508.796875
	Iteration 54Q: 3 clusters Score -7937723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7937727.000000 Penalty: 5508.796875
	Iteration 55Q: 3 clusters Score -7937727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7937729.500000 Penalty: 5508.796875
	Iteration 56Q: 3 clusters Score -7937730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7937732.000000 Penalty: 5508.796875
	Iteration 57Q: 3 clusters Score -7937732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7937742.000000 Penalty: 5508.796875
	Iteration 58Q: 3 clusters Score -7937742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7937745.500000 Penalty: 5508.796875
	Iteration 59Q: 3 clusters Score -7937746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7937741.500000 Penalty: 5508.796875
	Iteration 60F: 3 clusters Score -7937742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7937750.000000 Penalty: 5508.796875
	Iteration 61Q: 3 clusters Score -7937750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7937747.500000 Penalty: 5508.796875
	Iteration 62Q: 3 clusters Score -7937748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7937750.500000 Penalty: 5508.796875
	Iteration 63Q: 3 clusters Score -7937750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7937754.500000 Penalty: 5508.796875
	Iteration 64Q: 3 clusters Score -7937754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7937760.500000 Penalty: 5508.796875
	Iteration 65Q: 3 clusters Score -7937760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7937755.000000 Penalty: 5508.796875
	Iteration 66Q: 3 clusters Score -7937755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7937754.000000 Penalty: 5508.796875
	Iteration 67Q: 3 clusters Score -7937754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7937753.500000 Penalty: 5508.796875
	Iteration 68Q: 3 clusters Score -7937754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7937752.500000 Penalty: 5508.796875
	Iteration 69Q: 3 clusters Score -7937752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7937761.000000 Penalty: 5508.796875
	Iteration 70Q: 3 clusters Score -7937761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7937765.500000 Penalty: 5508.796875
	Iteration 71Q: 3 clusters Score -7937766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7937756.000000 Penalty: 5508.796875
	Iteration 72Q: 3 clusters Score -7937756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7937768.000000 Penalty: 5508.796875
	Iteration 73Q: 3 clusters Score -7937768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7937767.000000 Penalty: 5508.796875
	Iteration 74Q: 3 clusters Score -7937767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7937769.000000 Penalty: 5508.796875
	Iteration 75Q: 3 clusters Score -7937769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7937771.500000 Penalty: 5508.796875
	Iteration 76Q: 3 clusters Score -7937772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7937776.000000 Penalty: 5508.796875
	Iteration 77Q: 3 clusters Score -7937776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7937775.500000 Penalty: 5508.796875
	Iteration 78Q: 3 clusters Score -7937776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7937779.500000 Penalty: 5508.796875
	Iteration 79Q: 3 clusters Score -7937780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7937777.500000 Penalty: 5508.796875
	Iteration 80F: 3 clusters Score -7937778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7937776.500000 Penalty: 5508.796875
	Iteration 81Q: 3 clusters Score -7937776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7937776.500000 Penalty: 5508.796875
	Iteration 82F: 3 clusters Score -7937776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -449379.312500 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -449379.3 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 2013 members 
Entering Unmasked Estep 
Score: -445532.812500 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -445532.8 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -446506.343750 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -446506.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -446844.281250 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -446844.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -447091.906250 Penalty: 4113.104004
	Iteration 3F: 3 clusters Score -447091.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -447357.968750 Penalty: 4113.104004
	Iteration 4F: 3 clusters Score -447358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -447652.062500 Penalty: 4113.104004
	Iteration 5F: 3 clusters Score -447652.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -447915.500000 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -447915.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -448226.562500 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -448226.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -448446.468750 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -448446.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -448570.812500 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -448570.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -448650.000000 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -448650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -448718.187500 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -448718.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -448770.343750 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -448770.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -448818.500000 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -448818.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -448866.968750 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -448867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -448931.000000 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -448931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -449006.906250 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -449006.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -449071.562500 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -449071.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -449139.843750 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -449139.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -449233.218750 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -449233.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449372.093750 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -449372.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -449659.562500 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -449659.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -450039.437500 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -450039.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -450277.531250 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -450277.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -450304.750000 Penalty: 4113.104004
	Iteration 24Q: 3 clusters Score -450304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -450306.843750 Penalty: 4113.104004
	Iteration 25Q: 3 clusters Score -450306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -450306.843750 Penalty: 4113.104004
	Iteration 26F: 3 clusters Score -450306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78071 members 
Mstep: Class 30 contains 66599 members 
Mstep: Class 31 contains 2639 members 
Mstep: Class 32 contains 10122 members 
Mstep: Class 33 contains 11261 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
Score: -45035652.000000 Penalty: 108619.007812
Splitting cluster 31 changes total score from -45035720.000000 to -45035652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (10122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Entering Unmasked Estep 
Score: -1112160.625000 Penalty: 2287.171631
	Iteration 0F: 2 clusters Score -1112161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1104402.375000 Penalty: 4574.343262
	Iteration 0F: 3 clusters Score -1104402 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1106752.750000 Penalty: 4574.343262
	Iteration 1F: 3 clusters Score -1106753 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1107204.000000 Penalty: 4574.343262
	Iteration 2F: 3 clusters Score -1107204 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1107672.500000 Penalty: 4574.343262
	Iteration 3F: 3 clusters Score -1107672 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1108146.375000 Penalty: 4574.343262
	Iteration 4F: 3 clusters Score -1108146 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1108614.875000 Penalty: 4574.343262
	Iteration 5F: 3 clusters Score -1108615 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1109034.000000 Penalty: 4574.343262
	Iteration 6F: 3 clusters Score -1109034 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1109410.375000 Penalty: 4574.343262
	Iteration 7F: 3 clusters Score -1109410 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1109718.750000 Penalty: 4574.343262
	Iteration 8Q: 3 clusters Score -1109719 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1109935.875000 Penalty: 4574.343262
	Iteration 9Q: 3 clusters Score -1109936 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1110084.000000 Penalty: 4574.343262
	Iteration 10Q: 3 clusters Score -1110084 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1110183.125000 Penalty: 4574.343262
	Iteration 11Q: 3 clusters Score -1110183 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1110245.000000 Penalty: 4574.343262
	Iteration 12Q: 3 clusters Score -1110245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1110291.500000 Penalty: 4574.343262
	Iteration 13Q: 3 clusters Score -1110292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1110314.750000 Penalty: 4574.343262
	Iteration 14Q: 3 clusters Score -1110315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1110336.625000 Penalty: 4574.343262
	Iteration 15Q: 3 clusters Score -1110337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110352.125000 Penalty: 4574.343262
	Iteration 16Q: 3 clusters Score -1110352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1110359.625000 Penalty: 4574.343262
	Iteration 17Q: 3 clusters Score -1110360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1110365.000000 Penalty: 4574.343262
	Iteration 18Q: 3 clusters Score -1110365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1110368.625000 Penalty: 4574.343262
	Iteration 19Q: 3 clusters Score -1110369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1110374.750000 Penalty: 4574.343262
	Iteration 20F: 3 clusters Score -1110375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1110375.875000 Penalty: 4574.343262
	Iteration 21Q: 3 clusters Score -1110376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1110379.000000 Penalty: 4574.343262
	Iteration 22Q: 3 clusters Score -1110379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1110380.375000 Penalty: 4574.343262
	Iteration 23Q: 3 clusters Score -1110380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1110386.125000 Penalty: 4574.343262
	Iteration 24Q: 3 clusters Score -1110386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1110391.000000 Penalty: 4574.343262
	Iteration 25Q: 3 clusters Score -1110391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1110394.750000 Penalty: 4574.343262
	Iteration 26Q: 3 clusters Score -1110395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1110400.250000 Penalty: 4574.343262
	Iteration 27Q: 3 clusters Score -1110400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1110405.375000 Penalty: 4574.343262
	Iteration 28Q: 3 clusters Score -1110405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1110409.000000 Penalty: 4574.343262
	Iteration 29Q: 3 clusters Score -1110409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1110411.875000 Penalty: 4574.343262
	Iteration 30Q: 3 clusters Score -1110412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1110412.000000 Penalty: 4574.343262
	Iteration 31Q: 3 clusters Score -1110412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1110415.375000 Penalty: 4574.343262
	Iteration 32Q: 3 clusters Score -1110415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1110416.250000 Penalty: 4574.343262
	Iteration 33Q: 3 clusters Score -1110416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1110417.250000 Penalty: 4574.343262
	Iteration 34Q: 3 clusters Score -1110417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1110418.625000 Penalty: 4574.343262
	Iteration 35Q: 3 clusters Score -1110419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1110421.625000 Penalty: 4574.343262
	Iteration 36Q: 3 clusters Score -1110422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1110423.250000 Penalty: 4574.343262
	Iteration 37Q: 3 clusters Score -1110423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1110425.625000 Penalty: 4574.343262
	Iteration 38Q: 3 clusters Score -1110426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1110423.375000 Penalty: 4574.343262
	Iteration 39Q: 3 clusters Score -1110423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1110428.375000 Penalty: 4574.343262
	Iteration 40F: 3 clusters Score -1110428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1110428.750000 Penalty: 4574.343262
	Iteration 41Q: 3 clusters Score -1110429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1110432.875000 Penalty: 4574.343262
	Iteration 42Q: 3 clusters Score -1110433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1110431.375000 Penalty: 4574.343262
	Iteration 43Q: 3 clusters Score -1110431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1110436.000000 Penalty: 4574.343262
	Iteration 44Q: 3 clusters Score -1110436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1110437.000000 Penalty: 4574.343262
	Iteration 45Q: 3 clusters Score -1110437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1110437.375000 Penalty: 4574.343262
	Iteration 46Q: 3 clusters Score -1110437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1110438.625000 Penalty: 4574.343262
	Iteration 47Q: 3 clusters Score -1110439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1110440.625000 Penalty: 4574.343262
	Iteration 48Q: 3 clusters Score -1110441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1110438.125000 Penalty: 4574.343262
	Iteration 49Q: 3 clusters Score -1110438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1110439.125000 Penalty: 4574.343262
	Iteration 50Q: 3 clusters Score -1110439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1110443.125000 Penalty: 4574.343262
	Iteration 51Q: 3 clusters Score -1110443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1110442.750000 Penalty: 4574.343262
	Iteration 52Q: 3 clusters Score -1110443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1110452.375000 Penalty: 4574.343262
	Iteration 53Q: 3 clusters Score -1110452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1110453.625000 Penalty: 4574.343262
	Iteration 54Q: 3 clusters Score -1110454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1110454.750000 Penalty: 4574.343262
	Iteration 55Q: 3 clusters Score -1110455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1110457.375000 Penalty: 4574.343262
	Iteration 56Q: 3 clusters Score -1110457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1110459.125000 Penalty: 4574.343262
	Iteration 57Q: 3 clusters Score -1110459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1110461.375000 Penalty: 4574.343262
	Iteration 58Q: 3 clusters Score -1110461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1110463.125000 Penalty: 4574.343262
	Iteration 59Q: 3 clusters Score -1110463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1110463.250000 Penalty: 4574.343262
	Iteration 60F: 3 clusters Score -1110463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1110462.500000 Penalty: 4574.343262
	Iteration 61Q: 3 clusters Score -1110462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1110461.750000 Penalty: 4574.343262
	Iteration 62Q: 3 clusters Score -1110462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1110465.750000 Penalty: 4574.343262
	Iteration 63Q: 3 clusters Score -1110466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1110466.625000 Penalty: 4574.343262
	Iteration 64Q: 3 clusters Score -1110467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1110466.875000 Penalty: 4574.343262
	Iteration 65Q: 3 clusters Score -1110467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110466.375000 Penalty: 4574.343262
	Iteration 66Q: 3 clusters Score -1110466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1110466.750000 Penalty: 4574.343262
	Iteration 67Q: 3 clusters Score -1110467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1110469.500000 Penalty: 4574.343262
	Iteration 68Q: 3 clusters Score -1110470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1110472.375000 Penalty: 4574.343262
	Iteration 69Q: 3 clusters Score -1110472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1110472.000000 Penalty: 4574.343262
	Iteration 70Q: 3 clusters Score -1110472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1110471.500000 Penalty: 4574.343262
	Iteration 71Q: 3 clusters Score -1110472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1110473.375000 Penalty: 4574.343262
	Iteration 72Q: 3 clusters Score -1110473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1110471.125000 Penalty: 4574.343262
	Iteration 73Q: 3 clusters Score -1110471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1110473.375000 Penalty: 4574.343262
	Iteration 74Q: 3 clusters Score -1110473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1110473.250000 Penalty: 4574.343262
	Iteration 75Q: 3 clusters Score -1110473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1110471.750000 Penalty: 4574.343262
	Iteration 76Q: 3 clusters Score -1110472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1110471.875000 Penalty: 4574.343262
	Iteration 77Q: 3 clusters Score -1110472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1110475.625000 Penalty: 4574.343262
	Iteration 78Q: 3 clusters Score -1110476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110475.875000 Penalty: 4574.343262
	Iteration 79Q: 3 clusters Score -1110476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110474.375000 Penalty: 4574.343262
	Iteration 80F: 3 clusters Score -1110474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110473.750000 Penalty: 4574.343262
	Iteration 81Q: 3 clusters Score -1110474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1110473.750000 Penalty: 4574.343262
	Iteration 82F: 3 clusters Score -1110474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Entering Unmasked Estep 
Score: -1310587.625000 Penalty: 2313.616943
	Iteration 0F: 2 clusters Score -1310588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1302071.500000 Penalty: 4627.233887
	Iteration 0F: 3 clusters Score -1302072 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1304922.250000 Penalty: 4627.233887
	Iteration 1F: 3 clusters Score -1304922 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1305683.625000 Penalty: 4627.233887
	Iteration 2F: 3 clusters Score -1305684 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1306553.625000 Penalty: 4627.233887
	Iteration 3F: 3 clusters Score -1306554 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1307583.250000 Penalty: 4627.233887
	Iteration 4F: 3 clusters Score -1307583 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1308602.250000 Penalty: 4627.233887
	Iteration 5F: 3 clusters Score -1308602 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1309319.125000 Penalty: 4627.233887
	Iteration 6F: 3 clusters Score -1309319 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1309736.625000 Penalty: 4627.233887
	Iteration 7F: 3 clusters Score -1309737 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1309963.500000 Penalty: 4627.233887
	Iteration 8Q: 3 clusters Score -1309964 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1310072.500000 Penalty: 4627.233887
	Iteration 9Q: 3 clusters Score -1310072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1310129.375000 Penalty: 4627.233887
	Iteration 10Q: 3 clusters Score -1310129 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1310163.000000 Penalty: 4627.233887
	Iteration 11Q: 3 clusters Score -1310163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1310182.875000 Penalty: 4627.233887
	Iteration 12Q: 3 clusters Score -1310183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1310201.625000 Penalty: 4627.233887
	Iteration 13Q: 3 clusters Score -1310202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310214.375000 Penalty: 4627.233887
	Iteration 14Q: 3 clusters Score -1310214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1310218.375000 Penalty: 4627.233887
	Iteration 15Q: 3 clusters Score -1310218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1310217.875000 Penalty: 4627.233887
	Iteration 16Q: 3 clusters Score -1310218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1310222.250000 Penalty: 4627.233887
	Iteration 17Q: 3 clusters Score -1310222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1310224.000000 Penalty: 4627.233887
	Iteration 18Q: 3 clusters Score -1310224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1310227.750000 Penalty: 4627.233887
	Iteration 19Q: 3 clusters Score -1310228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1310231.875000 Penalty: 4627.233887
	Iteration 20F: 3 clusters Score -1310232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1310231.250000 Penalty: 4627.233887
	Iteration 21Q: 3 clusters Score -1310231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1310230.750000 Penalty: 4627.233887
	Iteration 22Q: 3 clusters Score -1310231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310231.625000 Penalty: 4627.233887
	Iteration 23Q: 3 clusters Score -1310232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310235.250000 Penalty: 4627.233887
	Iteration 24Q: 3 clusters Score -1310235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1310239.875000 Penalty: 4627.233887
	Iteration 25Q: 3 clusters Score -1310240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1310239.000000 Penalty: 4627.233887
	Iteration 26Q: 3 clusters Score -1310239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1310237.125000 Penalty: 4627.233887
	Iteration 27Q: 3 clusters Score -1310237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1310235.250000 Penalty: 4627.233887
	Iteration 28Q: 3 clusters Score -1310235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310236.500000 Penalty: 4627.233887
	Iteration 29Q: 3 clusters Score -1310236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310236.250000 Penalty: 4627.233887
	Iteration 30Q: 3 clusters Score -1310236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1310236.000000 Penalty: 4627.233887
	Iteration 31Q: 3 clusters Score -1310236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1310236.000000 Penalty: 4627.233887
	Iteration 32Q: 3 clusters Score -1310236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1310236.500000 Penalty: 4627.233887
	Iteration 33Q: 3 clusters Score -1310236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1310236.750000 Penalty: 4627.233887
	Iteration 34Q: 3 clusters Score -1310237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1310233.625000 Penalty: 4627.233887
	Iteration 35Q: 3 clusters Score -1310234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1310237.500000 Penalty: 4627.233887
	Iteration 36Q: 3 clusters Score -1310238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1310237.500000 Penalty: 4627.233887
	Iteration 37F: 3 clusters Score -1310238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -191588.312500 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -191588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -189095.062500 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -189095.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -189671.015625 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -189671 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -189977.218750 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -189977.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190361.437500 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -190361.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -190699.093750 Penalty: 3741.463623
	Iteration 4F: 3 clusters Score -190699.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -190923.765625 Penalty: 3741.463623
	Iteration 5F: 3 clusters Score -190923.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191066.078125 Penalty: 3741.463623
	Iteration 6F: 3 clusters Score -191066.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191169.390625 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -191169.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191217.218750 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -191217.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191229.359375 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -191229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -191236.718750 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -191236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191239.484375 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -191239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191242.093750 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -191242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191243.359375 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -191243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191244.625000 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -191244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191244.625000 Penalty: 3741.463623
	Iteration 15F: 3 clusters Score -191244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -430582.187500 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -430582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -426867.625000 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -426867.6 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -427703.468750 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -427703.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -427915.812500 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -427915.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -428027.968750 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -428028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -428095.968750 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -428096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -428146.281250 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -428146.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -428187.812500 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -428187.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -428216.625000 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -428216.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -428243.468750 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -428243.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -428260.875000 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -428260.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -428273.468750 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -428273.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -428288.250000 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -428288.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -428300.031250 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -428300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -428306.062500 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -428306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -428316.843750 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -428316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -428327.125000 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -428327.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -428340.031250 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -428340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -428350.343750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -428350.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -428360.937500 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -428360.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -428369.312500 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -428369.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -428378.906250 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -428378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -428384.750000 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -428384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -428392.437500 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -428392.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -428399.375000 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -428399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -428406.093750 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -428406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -428411.437500 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -428411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -428414.843750 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -428414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -428419.906250 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -428419.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -428428.937500 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -428428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -428433.062500 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -428433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -428437.750000 Penalty: 4078.120117
	Iteration 30Q: 3 clusters Score -428437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -428443.281250 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -428443.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -428447.187500 Penalty: 4078.120117
	Iteration 32Q: 3 clusters Score -428447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428450.281250 Penalty: 4078.120117
	Iteration 33Q: 3 clusters Score -428450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -428456.343750 Penalty: 4078.120117
	Iteration 34Q: 3 clusters Score -428456.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -428461.812500 Penalty: 4078.120117
	Iteration 35Q: 3 clusters Score -428461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -428465.375000 Penalty: 4078.120117
	Iteration 36Q: 3 clusters Score -428465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -428469.375000 Penalty: 4078.120117
	Iteration 37Q: 3 clusters Score -428469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428471.906250 Penalty: 4078.120117
	Iteration 38Q: 3 clusters Score -428471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -428475.062500 Penalty: 4078.120117
	Iteration 39Q: 3 clusters Score -428475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -428476.968750 Penalty: 4078.120117
	Iteration 40F: 3 clusters Score -428477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -428479.625000 Penalty: 4078.120117
	Iteration 41Q: 3 clusters Score -428479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -428482.375000 Penalty: 4078.120117
	Iteration 42Q: 3 clusters Score -428482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -428483.750000 Penalty: 4078.120117
	Iteration 43Q: 3 clusters Score -428483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -428484.500000 Penalty: 4078.120117
	Iteration 44Q: 3 clusters Score -428484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -428487.968750 Penalty: 4078.120117
	Iteration 45Q: 3 clusters Score -428488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -428496.000000 Penalty: 4078.120117
	Iteration 46Q: 3 clusters Score -428496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -428500.750000 Penalty: 4078.120117
	Iteration 47Q: 3 clusters Score -428500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -428506.406250 Penalty: 4078.120117
	Iteration 48Q: 3 clusters Score -428506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -428513.468750 Penalty: 4078.120117
	Iteration 49Q: 3 clusters Score -428513.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -428518.437500 Penalty: 4078.120117
	Iteration 50Q: 3 clusters Score -428518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -428521.093750 Penalty: 4078.120117
	Iteration 51Q: 3 clusters Score -428521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -428526.000000 Penalty: 4078.120117
	Iteration 52Q: 3 clusters Score -428526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -428537.406250 Penalty: 4078.120117
	Iteration 53Q: 3 clusters Score -428537.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -428544.187500 Penalty: 4078.120117
	Iteration 54Q: 3 clusters Score -428544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -428551.843750 Penalty: 4078.120117
	Iteration 55Q: 3 clusters Score -428551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -428558.406250 Penalty: 4078.120117
	Iteration 56Q: 3 clusters Score -428558.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -428568.062500 Penalty: 4078.120117
	Iteration 57Q: 3 clusters Score -428568.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -428576.218750 Penalty: 4078.120117
	Iteration 58Q: 3 clusters Score -428576.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -428585.843750 Penalty: 4078.120117
	Iteration 59Q: 3 clusters Score -428585.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -428599.875000 Penalty: 4078.120117
	Iteration 60F: 3 clusters Score -428599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -428614.375000 Penalty: 4078.120117
	Iteration 61Q: 3 clusters Score -428614.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -428625.656250 Penalty: 4078.120117
	Iteration 62Q: 3 clusters Score -428625.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -428633.750000 Penalty: 4078.120117
	Iteration 63Q: 3 clusters Score -428633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -428641.812500 Penalty: 4078.120117
	Iteration 64Q: 3 clusters Score -428641.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -428651.687500 Penalty: 4078.120117
	Iteration 65Q: 3 clusters Score -428651.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428656.062500 Penalty: 4078.120117
	Iteration 66Q: 3 clusters Score -428656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -428658.593750 Penalty: 4078.120117
	Iteration 67Q: 3 clusters Score -428658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -428661.125000 Penalty: 4078.120117
	Iteration 68Q: 3 clusters Score -428661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -428665.531250 Penalty: 4078.120117
	Iteration 69Q: 3 clusters Score -428665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -428673.281250 Penalty: 4078.120117
	Iteration 70Q: 3 clusters Score -428673.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -428680.468750 Penalty: 4078.120117
	Iteration 71Q: 3 clusters Score -428680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -428686.781250 Penalty: 4078.120117
	Iteration 72Q: 3 clusters Score -428686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -428691.843750 Penalty: 4078.120117
	Iteration 73Q: 3 clusters Score -428691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -428697.156250 Penalty: 4078.120117
	Iteration 74Q: 3 clusters Score -428697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428698.406250 Penalty: 4078.120117
	Iteration 75Q: 3 clusters Score -428698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428699.156250 Penalty: 4078.120117
	Iteration 76Q: 3 clusters Score -428699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -428699.718750 Penalty: 4078.120117
	Iteration 77Q: 3 clusters Score -428699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -428699.718750 Penalty: 4078.120117
	Iteration 78F: 3 clusters Score -428699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78071 members 
Mstep: Class 30 contains 66599 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10122 members 
Mstep: Class 33 contains 11261 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035796.000000 Penalty: 105424.328125
Iteration 79Q: 34 clusters Score -4.50358e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78066 members 
Mstep: Class 30 contains 66592 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10097 members 
Mstep: Class 33 contains 11255 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035812.000000 Penalty: 105424.328125
Iteration 80F: 34 clusters Score -4.503581e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78066 members 
Mstep: Class 30 contains 66584 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10069 members 
Mstep: Class 33 contains 11255 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035860.000000 Penalty: 105424.328125
Iteration 81Q: 34 clusters Score -4.503586e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 11743 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 6399 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78065 members 
Mstep: Class 30 contains 66568 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10045 members 
Mstep: Class 33 contains 11254 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035920.000000 Penalty: 105424.328125
Iteration 82Q: 34 clusters Score -4.503592e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11286 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6525 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3994 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 78055 members 
Mstep: Class 30 contains 66557 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10032 members 
Mstep: Class 33 contains 11252 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035844.000000 Penalty: 105424.328125
Iteration 83Q: 34 clusters Score -4.503584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6557 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3989 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78041 members 
Mstep: Class 30 contains 66537 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 10016 members 
Mstep: Class 33 contains 11245 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035864.000000 Penalty: 105424.328125
Iteration 84Q: 34 clusters Score -4.503586e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 3999 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3984 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78026 members 
Mstep: Class 30 contains 66518 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 9992 members 
Mstep: Class 33 contains 11237 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035952.000000 Penalty: 105424.328125
Iteration 85Q: 34 clusters Score -4.503595e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 11812 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 4002 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 78020 members 
Mstep: Class 30 contains 66504 members 
Mstep: Class 31 contains 3992 members 
Mstep: Class 32 contains 9970 members 
Mstep: Class 33 contains 11235 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035856.000000 Penalty: 105424.328125
Iteration 86Q: 34 clusters Score -4.503586e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 5615 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 11831 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 78008 members 
Mstep: Class 30 contains 66500 members 
Mstep: Class 31 contains 3994 members 
Mstep: Class 32 contains 9946 members 
Mstep: Class 33 contains 11228 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45035920.000000 Penalty: 105424.328125
Iteration 87Q: 34 clusters Score -4.503592e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 11854 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 12012 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 77996 members 
Mstep: Class 30 contains 66491 members 
Mstep: Class 31 contains 3998 members 
Mstep: Class 32 contains 9922 members 
Mstep: Class 33 contains 11225 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036024.000000 Penalty: 105424.328125
Iteration 88Q: 34 clusters Score -4.503602e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 11880 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 73150 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12012 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 77990 members 
Mstep: Class 30 contains 66486 members 
Mstep: Class 31 contains 3996 members 
Mstep: Class 32 contains 9905 members 
Mstep: Class 33 contains 11220 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036048.000000 Penalty: 105424.328125
Iteration 89Q: 34 clusters Score -4.503605e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 11901 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 73149 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 77978 members 
Mstep: Class 30 contains 66480 members 
Mstep: Class 31 contains 3996 members 
Mstep: Class 32 contains 9887 members 
Mstep: Class 33 contains 11213 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036008.000000 Penalty: 105424.328125
Iteration 90Q: 34 clusters Score -4.503601e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 11920 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 73149 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 4008 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 77968 members 
Mstep: Class 30 contains 66481 members 
Mstep: Class 31 contains 3995 members 
Mstep: Class 32 contains 9870 members 
Mstep: Class 33 contains 11208 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036064.000000 Penalty: 105424.328125
Iteration 91Q: 34 clusters Score -4.503606e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73148 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 4008 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 77962 members 
Mstep: Class 30 contains 66473 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 9853 members 
Mstep: Class 33 contains 11204 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036104.000000 Penalty: 105424.328125
Iteration 92Q: 34 clusters Score -4.50361e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 11952 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73148 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 8667 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 77960 members 
Mstep: Class 30 contains 66464 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 9849 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036232.000000 Penalty: 105424.328125
Iteration 93Q: 34 clusters Score -4.503623e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 14278 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 6397 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 28 contains 6295 members 
Mstep: Class 29 contains 77950 members 
Mstep: Class 30 contains 66462 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9838 members 
Mstep: Class 33 contains 11196 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036244.000000 Penalty: 105424.328125
Iteration 94Q: 34 clusters Score -4.503624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 11994 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 4013 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 77948 members 
Mstep: Class 30 contains 66457 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 9825 members 
Mstep: Class 33 contains 11189 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036304.000000 Penalty: 105424.328125
Iteration 95Q: 34 clusters Score -4.50363e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 12008 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6783 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6397 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 77944 members 
Mstep: Class 30 contains 66451 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 9819 members 
Mstep: Class 33 contains 11188 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036288.000000 Penalty: 105424.328125
Iteration 96Q: 34 clusters Score -4.503629e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 12028 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 77936 members 
Mstep: Class 30 contains 66452 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9807 members 
Mstep: Class 33 contains 11187 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036396.000000 Penalty: 105424.328125
Iteration 97Q: 34 clusters Score -4.50364e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 12052 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3874 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 77929 members 
Mstep: Class 30 contains 66452 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9790 members 
Mstep: Class 33 contains 11183 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036304.000000 Penalty: 105424.328125
Iteration 98Q: 34 clusters Score -4.50363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 12077 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3863 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 77920 members 
Mstep: Class 30 contains 66448 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 33 contains 11177 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036316.000000 Penalty: 105424.328125
Iteration 99Q: 34 clusters Score -4.503632e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 18 contains 1898 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 77902 members 
Mstep: Class 30 contains 66446 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9769 members 
Mstep: Class 33 contains 11166 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036356.000000 Penalty: 105424.328125
Iteration 100F: 34 clusters Score -4.503636e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73147 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6388 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3849 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 77887 members 
Mstep: Class 30 contains 66443 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 9762 members 
Mstep: Class 33 contains 11162 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036392.000000 Penalty: 105424.328125
Iteration 101Q: 34 clusters Score -4.503639e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6303 members 
Mstep: Class 29 contains 77872 members 
Mstep: Class 30 contains 66442 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 33 contains 11157 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036408.000000 Penalty: 105424.328125
Iteration 102Q: 34 clusters Score -4.503641e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 4021 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6304 members 
Mstep: Class 29 contains 77864 members 
Mstep: Class 30 contains 66441 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 11152 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036332.000000 Penalty: 105424.328125
Iteration 103Q: 34 clusters Score -4.503633e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 77855 members 
Mstep: Class 30 contains 66438 members 
Mstep: Class 31 contains 3988 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 33 contains 11151 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036324.000000 Penalty: 105424.328125
Iteration 104Q: 34 clusters Score -4.503632e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 2126 members 
Mstep: Class 8 contains 4200 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3806 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 77836 members 
Mstep: Class 30 contains 66435 members 
Mstep: Class 31 contains 3988 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 33 contains 11149 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036388.000000 Penalty: 105424.328125
Iteration 105Q: 34 clusters Score -4.503639e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 4199 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6884 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 21 contains 6384 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3801 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 77817 members 
Mstep: Class 30 contains 66436 members 
Mstep: Class 31 contains 3988 members 
Mstep: Class 32 contains 9722 members 
Mstep: Class 33 contains 11146 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036392.000000 Penalty: 105424.328125
Iteration 106Q: 34 clusters Score -4.503639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6899 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 6384 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 77799 members 
Mstep: Class 30 contains 66432 members 
Mstep: Class 31 contains 3988 members 
Mstep: Class 32 contains 9708 members 
Mstep: Class 33 contains 11148 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036360.000000 Penalty: 105424.328125
Iteration 107Q: 34 clusters Score -4.503636e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 12344 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6912 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 77782 members 
Mstep: Class 30 contains 66430 members 
Mstep: Class 31 contains 3986 members 
Mstep: Class 32 contains 9694 members 
Mstep: Class 33 contains 11143 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036336.000000 Penalty: 105424.328125
Iteration 108Q: 34 clusters Score -4.503634e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 6377 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6294 members 
Mstep: Class 29 contains 77763 members 
Mstep: Class 30 contains 66428 members 
Mstep: Class 31 contains 3985 members 
Mstep: Class 32 contains 9683 members 
Mstep: Class 33 contains 11140 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036364.000000 Penalty: 105424.328125
Iteration 109Q: 34 clusters Score -4.503636e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 6374 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3747 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6293 members 
Mstep: Class 29 contains 77745 members 
Mstep: Class 30 contains 66424 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 9676 members 
Mstep: Class 33 contains 11137 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036376.000000 Penalty: 105424.328125
Iteration 110Q: 34 clusters Score -4.503638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 8669 members 
Mstep: Class 21 contains 6370 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3712 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6290 members 
Mstep: Class 29 contains 77716 members 
Mstep: Class 30 contains 66421 members 
Mstep: Class 31 contains 3985 members 
Mstep: Class 32 contains 9671 members 
Mstep: Class 33 contains 11133 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036356.000000 Penalty: 105424.328125
Iteration 111Q: 34 clusters Score -4.503636e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 12565 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 8663 members 
Mstep: Class 21 contains 6365 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 3678 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6288 members 
Mstep: Class 29 contains 77694 members 
Mstep: Class 30 contains 66421 members 
Mstep: Class 31 contains 3985 members 
Mstep: Class 32 contains 9658 members 
Mstep: Class 33 contains 11133 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036368.000000 Penalty: 105424.328125
Iteration 112Q: 34 clusters Score -4.503637e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 12637 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 6360 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 3646 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6288 members 
Mstep: Class 29 contains 77668 members 
Mstep: Class 30 contains 66416 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 9651 members 
Mstep: Class 33 contains 11131 members 
Mstep: Class 34 contains 1879 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036384.000000 Penalty: 105424.328125
Iteration 113Q: 34 clusters Score -4.503638e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 12678 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 6358 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 3634 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6290 members 
Mstep: Class 29 contains 77655 members 
Mstep: Class 30 contains 66416 members 
Mstep: Class 31 contains 3983 members 
Mstep: Class 32 contains 9636 members 
Mstep: Class 33 contains 11119 members 
Mstep: Class 34 contains 1879 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036476.000000 Penalty: 105424.328125
Iteration 114Q: 34 clusters Score -4.503648e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 12723 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 6983 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 6357 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6288 members 
Mstep: Class 29 contains 77628 members 
Mstep: Class 30 contains 66411 members 
Mstep: Class 31 contains 3983 members 
Mstep: Class 32 contains 9630 members 
Mstep: Class 33 contains 11097 members 
Mstep: Class 34 contains 1879 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036400.000000 Penalty: 105424.328125
Iteration 115Q: 34 clusters Score -4.50364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 12750 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 6995 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 8648 members 
Mstep: Class 21 contains 6352 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6287 members 
Mstep: Class 29 contains 77614 members 
Mstep: Class 30 contains 66404 members 
Mstep: Class 31 contains 3982 members 
Mstep: Class 32 contains 9624 members 
Mstep: Class 33 contains 11083 members 
Mstep: Class 34 contains 1878 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036492.000000 Penalty: 105424.328125
Iteration 116Q: 34 clusters Score -4.503649e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 12785 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 6351 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3673 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6282 members 
Mstep: Class 29 contains 77597 members 
Mstep: Class 30 contains 66402 members 
Mstep: Class 31 contains 3980 members 
Mstep: Class 32 contains 9613 members 
Mstep: Class 33 contains 11065 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036468.000000 Penalty: 105424.328125
Iteration 117Q: 34 clusters Score -4.503647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 12813 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3682 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6281 members 
Mstep: Class 29 contains 77576 members 
Mstep: Class 30 contains 66404 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 11057 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036500.000000 Penalty: 105424.328125
Iteration 118Q: 34 clusters Score -4.50365e+07 nChanged 90
Entering ConstructFrom: 
Score: -45036500.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -256621.750000 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -256621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -253805.187500 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -253805.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254365.718750 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -254365.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -254505.109375 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -254505.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -254574.296875 Penalty: 3838.506104
	Iteration 3Q: 3 clusters Score -254574.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -254630.125000 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -254630.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -254716.421875 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -254716.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -254800.906250 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -254800.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -254896.531250 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -254896.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -255002.515625 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -255002.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255118.703125 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -255118.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255217.796875 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -255217.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255299.593750 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -255299.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -255351.625000 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -255351.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -255394.234375 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -255394.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255413.828125 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -255413.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -255428.656250 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -255428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255438.343750 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -255438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -255445.421875 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -255445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -255452.203125 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -255452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -255458.171875 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -255458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255463.375000 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -255463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255470.687500 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -255470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -255478.593750 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -255478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -255483.593750 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -255483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -255485.593750 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -255485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -255485.687500 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -255485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -255487.796875 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -255487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -255489.046875 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -255489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -255490.968750 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -255491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255492.953125 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -255493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255494.312500 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -255494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255496.687500 Penalty: 3838.506104
	Iteration 31Q: 3 clusters Score -255496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -255496.812500 Penalty: 3838.506104
	Iteration 32Q: 3 clusters Score -255496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255497.687500 Penalty: 3838.506104
	Iteration 33Q: 3 clusters Score -255497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255497.687500 Penalty: 3838.506104
	Iteration 34F: 3 clusters Score -255497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1392225.875000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1392226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1383518.000000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1383518 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1386107.375000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1386107 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1386422.250000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1386422 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1386646.750000 Penalty: 4638.899902
	Iteration 3F: 3 clusters Score -1386647 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1386807.125000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1386807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1386952.500000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1386952 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1387090.000000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1387090 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1387217.750000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1387218 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1387331.250000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1387331 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1387461.000000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1387461 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1387592.125000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1387592 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1387726.250000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1387726 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1387877.875000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1387878 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1388021.875000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1388022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1388154.250000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1388154 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1388297.125000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1388297 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1388430.000000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1388430 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1388547.625000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1388548 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1388679.625000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1388680 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1388805.250000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1388805 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1388948.375000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1388948 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1389113.500000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1389114 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1389234.875000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1389235 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1389339.875000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1389340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1389413.250000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1389413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1389478.125000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1389478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1389524.875000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1389525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1389564.125000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1389564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1389592.625000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1389593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1389618.125000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1389618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1389651.500000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1389652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1389691.250000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1389691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1389719.000000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1389719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1389740.625000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1389741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1389754.250000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1389754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1389767.750000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1389768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1389778.625000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1389779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1389787.125000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1389787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1389799.625000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1389800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1389806.000000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1389806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1389813.250000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1389813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1389821.625000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1389822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1389836.250000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1389836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1389844.750000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1389845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1389849.875000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1389850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1389851.500000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1389852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1389854.625000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1389855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1389855.250000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1389855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1389861.375000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1389861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1389861.125000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1389861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1389862.250000 Penalty: 4638.899902
	Iteration 50Q: 3 clusters Score -1389862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1389862.625000 Penalty: 4638.899902
	Iteration 51Q: 3 clusters Score -1389863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1389859.125000 Penalty: 4638.899902
	Iteration 52Q: 3 clusters Score -1389859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1389862.625000 Penalty: 4638.899902
	Iteration 53Q: 3 clusters Score -1389863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1389864.375000 Penalty: 4638.899902
	Iteration 54Q: 3 clusters Score -1389864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1389869.875000 Penalty: 4638.899902
	Iteration 55Q: 3 clusters Score -1389870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1389870.125000 Penalty: 4638.899902
	Iteration 56Q: 3 clusters Score -1389870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1389869.125000 Penalty: 4638.899902
	Iteration 57Q: 3 clusters Score -1389869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1389868.000000 Penalty: 4638.899902
	Iteration 58Q: 3 clusters Score -1389868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1389869.250000 Penalty: 4638.899902
	Iteration 59Q: 3 clusters Score -1389869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1389870.625000 Penalty: 4638.899902
	Iteration 60F: 3 clusters Score -1389871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1389871.250000 Penalty: 4638.899902
	Iteration 61Q: 3 clusters Score -1389871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1389871.250000 Penalty: 4638.899902
	Iteration 62F: 3 clusters Score -1389871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -878244.562500 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -878244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -872224.125000 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -872224.1 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -873737.187500 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -873737.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -873988.000000 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -873988 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -874176.375000 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -874176.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -874349.500000 Penalty: 4429.656250
	Iteration 4Q: 3 clusters Score -874349.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -874553.000000 Penalty: 4429.656250
	Iteration 5Q: 3 clusters Score -874553 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -874754.000000 Penalty: 4429.656250
	Iteration 6Q: 3 clusters Score -874754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -874969.187500 Penalty: 4429.656250
	Iteration 7Q: 3 clusters Score -874969.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -875194.062500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -875194.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -875430.375000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -875430.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -875634.187500 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -875634.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -875781.562500 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -875781.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -875917.687500 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -875917.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -876020.062500 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -876020.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -876105.062500 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -876105.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -876163.812500 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -876163.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -876206.562500 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -876206.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -876241.562500 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -876241.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -876273.312500 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -876273.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -876300.687500 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -876300.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -876318.687500 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -876318.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -876331.187500 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -876331.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -876345.375000 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -876345.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -876356.000000 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -876356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -876363.687500 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -876363.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -876373.625000 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -876373.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -876380.312500 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -876380.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -876389.687500 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -876389.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -876397.250000 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -876397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -876406.125000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -876406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -876411.000000 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -876411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -876418.687500 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -876418.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -876427.750000 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -876427.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -876433.000000 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -876433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -876436.500000 Penalty: 4429.656250
	Iteration 34Q: 3 clusters Score -876436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -876441.562500 Penalty: 4429.656250
	Iteration 35Q: 3 clusters Score -876441.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -876449.812500 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -876449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -876448.187500 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -876448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -876453.500000 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -876453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -876459.062500 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -876459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -876463.375000 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -876463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -876465.562500 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -876465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -876473.812500 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -876473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -876473.750000 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -876473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -876476.375000 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -876476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -876478.000000 Penalty: 4429.656250
	Iteration 45Q: 3 clusters Score -876478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -876482.125000 Penalty: 4429.656250
	Iteration 46Q: 3 clusters Score -876482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -876484.375000 Penalty: 4429.656250
	Iteration 47Q: 3 clusters Score -876484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -876488.250000 Penalty: 4429.656250
	Iteration 48Q: 3 clusters Score -876488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -876488.750000 Penalty: 4429.656250
	Iteration 49Q: 3 clusters Score -876488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -876489.062500 Penalty: 4429.656250
	Iteration 50Q: 3 clusters Score -876489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -876487.562500 Penalty: 4429.656250
	Iteration 51Q: 3 clusters Score -876487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -876489.312500 Penalty: 4429.656250
	Iteration 52Q: 3 clusters Score -876489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -876490.125000 Penalty: 4429.656250
	Iteration 53Q: 3 clusters Score -876490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -876491.562500 Penalty: 4429.656250
	Iteration 54Q: 3 clusters Score -876491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -876491.562500 Penalty: 4429.656250
	Iteration 55F: 3 clusters Score -876491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1706187.500000 Penalty: 2372.450928
	Iteration 0F: 2 clusters Score -1706188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1695715.375000 Penalty: 4744.901855
	Iteration 0F: 3 clusters Score -1695715 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1699174.875000 Penalty: 4744.901855
	Iteration 1F: 3 clusters Score -1699175 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1699529.250000 Penalty: 4744.901855
	Iteration 2F: 3 clusters Score -1699529 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1699820.500000 Penalty: 4744.901855
	Iteration 3Q: 3 clusters Score -1699820 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1700092.375000 Penalty: 4744.901855
	Iteration 4Q: 3 clusters Score -1700092 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1700428.125000 Penalty: 4744.901855
	Iteration 5Q: 3 clusters Score -1700428 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1700825.125000 Penalty: 4744.901855
	Iteration 6Q: 3 clusters Score -1700825 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1701296.000000 Penalty: 4744.901855
	Iteration 7F: 3 clusters Score -1701296 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1701839.500000 Penalty: 4744.901855
	Iteration 8F: 3 clusters Score -1701840 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1702381.875000 Penalty: 4744.901855
	Iteration 9F: 3 clusters Score -1702382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1702789.875000 Penalty: 4744.901855
	Iteration 10Q: 3 clusters Score -1702790 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1703111.000000 Penalty: 4744.901855
	Iteration 11Q: 3 clusters Score -1703111 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1703381.000000 Penalty: 4744.901855
	Iteration 12Q: 3 clusters Score -1703381 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1703615.750000 Penalty: 4744.901855
	Iteration 13Q: 3 clusters Score -1703616 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1703771.125000 Penalty: 4744.901855
	Iteration 14Q: 3 clusters Score -1703771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1703885.250000 Penalty: 4744.901855
	Iteration 15Q: 3 clusters Score -1703885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1703953.000000 Penalty: 4744.901855
	Iteration 16Q: 3 clusters Score -1703953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1704019.625000 Penalty: 4744.901855
	Iteration 17Q: 3 clusters Score -1704020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1704053.750000 Penalty: 4744.901855
	Iteration 18Q: 3 clusters Score -1704054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1704070.875000 Penalty: 4744.901855
	Iteration 19Q: 3 clusters Score -1704071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1704083.125000 Penalty: 4744.901855
	Iteration 20F: 3 clusters Score -1704083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1704093.375000 Penalty: 4744.901855
	Iteration 21Q: 3 clusters Score -1704093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1704102.625000 Penalty: 4744.901855
	Iteration 22Q: 3 clusters Score -1704103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1704110.750000 Penalty: 4744.901855
	Iteration 23Q: 3 clusters Score -1704111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1704119.500000 Penalty: 4744.901855
	Iteration 24Q: 3 clusters Score -1704120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1704130.875000 Penalty: 4744.901855
	Iteration 25Q: 3 clusters Score -1704131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1704134.000000 Penalty: 4744.901855
	Iteration 26Q: 3 clusters Score -1704134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1704140.875000 Penalty: 4744.901855
	Iteration 27Q: 3 clusters Score -1704141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1704144.375000 Penalty: 4744.901855
	Iteration 28Q: 3 clusters Score -1704144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1704147.000000 Penalty: 4744.901855
	Iteration 29Q: 3 clusters Score -1704147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1704149.500000 Penalty: 4744.901855
	Iteration 30Q: 3 clusters Score -1704150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1704154.500000 Penalty: 4744.901855
	Iteration 31Q: 3 clusters Score -1704154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1704155.375000 Penalty: 4744.901855
	Iteration 32Q: 3 clusters Score -1704155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1704162.500000 Penalty: 4744.901855
	Iteration 33Q: 3 clusters Score -1704162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1704166.250000 Penalty: 4744.901855
	Iteration 34Q: 3 clusters Score -1704166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1704165.125000 Penalty: 4744.901855
	Iteration 35Q: 3 clusters Score -1704165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1704167.500000 Penalty: 4744.901855
	Iteration 36Q: 3 clusters Score -1704168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1704168.500000 Penalty: 4744.901855
	Iteration 37Q: 3 clusters Score -1704168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1704168.500000 Penalty: 4744.901855
	Iteration 38F: 3 clusters Score -1704168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -1324381.125000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -1324381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1315864.500000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -1315864 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1318427.375000 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -1318427 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1318783.000000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -1318783 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1319091.250000 Penalty: 4628.597656
	Iteration 3F: 3 clusters Score -1319091 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1319425.500000 Penalty: 4628.597656
	Iteration 4F: 3 clusters Score -1319426 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1319849.250000 Penalty: 4628.597656
	Iteration 5F: 3 clusters Score -1319849 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1320354.750000 Penalty: 4628.597656
	Iteration 6F: 3 clusters Score -1320355 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1320917.375000 Penalty: 4628.597656
	Iteration 7F: 3 clusters Score -1320917 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1321530.250000 Penalty: 4628.597656
	Iteration 8F: 3 clusters Score -1321530 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1322069.250000 Penalty: 4628.597656
	Iteration 9F: 3 clusters Score -1322069 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1322546.000000 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -1322546 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1322893.625000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -1322894 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1323093.625000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -1323094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1323209.125000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -1323209 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1323281.250000 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -1323281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1323313.125000 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -1323313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1323327.250000 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -1323327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1323336.750000 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -1323337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1323346.125000 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -1323346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1323350.000000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -1323350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1323351.625000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -1323352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1323353.500000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -1323354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1323356.250000 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -1323356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1323355.875000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -1323356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1323355.875000 Penalty: 4628.597656
	Iteration 24F: 3 clusters Score -1323356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -650822.500000 Penalty: 2140.059326
	Iteration 0F: 2 clusters Score -650822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -646022.687500 Penalty: 4280.118652
	Iteration 0F: 3 clusters Score -646022.7 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -647210.937500 Penalty: 4280.118652
	Iteration 1F: 3 clusters Score -647210.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -647456.187500 Penalty: 4280.118652
	Iteration 2F: 3 clusters Score -647456.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -647601.687500 Penalty: 4280.118652
	Iteration 3F: 3 clusters Score -647601.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -647697.937500 Penalty: 4280.118652
	Iteration 4Q: 3 clusters Score -647697.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -647766.625000 Penalty: 4280.118652
	Iteration 5Q: 3 clusters Score -647766.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -647832.562500 Penalty: 4280.118652
	Iteration 6Q: 3 clusters Score -647832.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -647889.437500 Penalty: 4280.118652
	Iteration 7Q: 3 clusters Score -647889.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -647942.312500 Penalty: 4280.118652
	Iteration 8Q: 3 clusters Score -647942.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -647997.062500 Penalty: 4280.118652
	Iteration 9Q: 3 clusters Score -647997.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -648051.625000 Penalty: 4280.118652
	Iteration 10Q: 3 clusters Score -648051.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -648105.625000 Penalty: 4280.118652
	Iteration 11Q: 3 clusters Score -648105.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -648158.500000 Penalty: 4280.118652
	Iteration 12Q: 3 clusters Score -648158.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -648212.000000 Penalty: 4280.118652
	Iteration 13Q: 3 clusters Score -648212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -648278.750000 Penalty: 4280.118652
	Iteration 14Q: 3 clusters Score -648278.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -648334.625000 Penalty: 4280.118652
	Iteration 15Q: 3 clusters Score -648334.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -648387.437500 Penalty: 4280.118652
	Iteration 16Q: 3 clusters Score -648387.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -648427.312500 Penalty: 4280.118652
	Iteration 17Q: 3 clusters Score -648427.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -648469.875000 Penalty: 4280.118652
	Iteration 18Q: 3 clusters Score -648469.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -648512.250000 Penalty: 4280.118652
	Iteration 19Q: 3 clusters Score -648512.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -648560.687500 Penalty: 4280.118652
	Iteration 20F: 3 clusters Score -648560.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -648588.875000 Penalty: 4280.118652
	Iteration 21Q: 3 clusters Score -648588.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -648621.750000 Penalty: 4280.118652
	Iteration 22Q: 3 clusters Score -648621.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -648653.812500 Penalty: 4280.118652
	Iteration 23Q: 3 clusters Score -648653.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -648685.625000 Penalty: 4280.118652
	Iteration 24Q: 3 clusters Score -648685.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -648710.625000 Penalty: 4280.118652
	Iteration 25Q: 3 clusters Score -648710.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -648732.687500 Penalty: 4280.118652
	Iteration 26Q: 3 clusters Score -648732.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -648749.875000 Penalty: 4280.118652
	Iteration 27Q: 3 clusters Score -648749.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -648769.000000 Penalty: 4280.118652
	Iteration 28Q: 3 clusters Score -648769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -648788.625000 Penalty: 4280.118652
	Iteration 29Q: 3 clusters Score -648788.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -648805.250000 Penalty: 4280.118652
	Iteration 30Q: 3 clusters Score -648805.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -648821.375000 Penalty: 4280.118652
	Iteration 31Q: 3 clusters Score -648821.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -648836.187500 Penalty: 4280.118652
	Iteration 32Q: 3 clusters Score -648836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -648848.375000 Penalty: 4280.118652
	Iteration 33Q: 3 clusters Score -648848.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -648862.000000 Penalty: 4280.118652
	Iteration 34Q: 3 clusters Score -648862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -648869.937500 Penalty: 4280.118652
	Iteration 35Q: 3 clusters Score -648869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -648873.125000 Penalty: 4280.118652
	Iteration 36Q: 3 clusters Score -648873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -648875.625000 Penalty: 4280.118652
	Iteration 37Q: 3 clusters Score -648875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -648877.375000 Penalty: 4280.118652
	Iteration 38Q: 3 clusters Score -648877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -648880.125000 Penalty: 4280.118652
	Iteration 39Q: 3 clusters Score -648880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -648880.687500 Penalty: 4280.118652
	Iteration 40F: 3 clusters Score -648880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -648882.875000 Penalty: 4280.118652
	Iteration 41Q: 3 clusters Score -648882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -648885.312500 Penalty: 4280.118652
	Iteration 42Q: 3 clusters Score -648885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -648887.375000 Penalty: 4280.118652
	Iteration 43Q: 3 clusters Score -648887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -648887.500000 Penalty: 4280.118652
	Iteration 44Q: 3 clusters Score -648887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -648888.562500 Penalty: 4280.118652
	Iteration 45Q: 3 clusters Score -648888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -648889.375000 Penalty: 4280.118652
	Iteration 46Q: 3 clusters Score -648889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -648889.812500 Penalty: 4280.118652
	Iteration 47Q: 3 clusters Score -648889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -648892.187500 Penalty: 4280.118652
	Iteration 48Q: 3 clusters Score -648892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -648892.875000 Penalty: 4280.118652
	Iteration 49Q: 3 clusters Score -648892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -648894.937500 Penalty: 4280.118652
	Iteration 50Q: 3 clusters Score -648894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -648901.687500 Penalty: 4280.118652
	Iteration 51Q: 3 clusters Score -648901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -648902.937500 Penalty: 4280.118652
	Iteration 52Q: 3 clusters Score -648902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -648903.187500 Penalty: 4280.118652
	Iteration 53Q: 3 clusters Score -648903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -648903.562500 Penalty: 4280.118652
	Iteration 54Q: 3 clusters Score -648903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -648903.125000 Penalty: 4280.118652
	Iteration 55Q: 3 clusters Score -648903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -648904.000000 Penalty: 4280.118652
	Iteration 56Q: 3 clusters Score -648904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -648906.000000 Penalty: 4280.118652
	Iteration 57Q: 3 clusters Score -648906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -648908.500000 Penalty: 4280.118652
	Iteration 58Q: 3 clusters Score -648908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -648910.375000 Penalty: 4280.118652
	Iteration 59Q: 3 clusters Score -648910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -648912.937500 Penalty: 4280.118652
	Iteration 60F: 3 clusters Score -648912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -221957.750000 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -221957.8 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 1071 members 
Entering Unmasked Estep 
Score: -219297.046875 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -219297 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -219990.609375 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -219990.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -220261.265625 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -220261.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -220432.406250 Penalty: 3811.196533
	Iteration 3F: 3 clusters Score -220432.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220561.281250 Penalty: 3811.196533
	Iteration 4Q: 3 clusters Score -220561.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -220648.781250 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -220648.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -220711.062500 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -220711.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -220758.703125 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -220758.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -220787.687500 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -220787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220822.312500 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -220822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220852.140625 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -220852.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220880.343750 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -220880.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -220900.984375 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -220901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220914.156250 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -220914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -220922.968750 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -220923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220928.859375 Penalty: 3811.196533
	Iteration 15Q: 3 clusters Score -220928.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220936.046875 Penalty: 3811.196533
	Iteration 16Q: 3 clusters Score -220936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220942.171875 Penalty: 3811.196533
	Iteration 17Q: 3 clusters Score -220942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220947.796875 Penalty: 3811.196533
	Iteration 18Q: 3 clusters Score -220947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220952.156250 Penalty: 3811.196533
	Iteration 19Q: 3 clusters Score -220952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220956.437500 Penalty: 3811.196533
	Iteration 20F: 3 clusters Score -220956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -220967.031250 Penalty: 3811.196533
	Iteration 21Q: 3 clusters Score -220967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220968.171875 Penalty: 3811.196533
	Iteration 22Q: 3 clusters Score -220968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220969.468750 Penalty: 3811.196533
	Iteration 23Q: 3 clusters Score -220969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220969.515625 Penalty: 3811.196533
	Iteration 24Q: 3 clusters Score -220969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -220970.734375 Penalty: 3811.196533
	Iteration 25Q: 3 clusters Score -220970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -220971.609375 Penalty: 3811.196533
	Iteration 26Q: 3 clusters Score -220971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -220971.609375 Penalty: 3811.196533
	Iteration 27F: 3 clusters Score -220971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -478238.656250 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -478238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -474232.062500 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -474232.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -475149.375000 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -475149.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -475378.656250 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -475378.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -475564.062500 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -475564.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -475726.718750 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -475726.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -475859.812500 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -475859.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -475972.531250 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -475972.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -476069.500000 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -476069.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -476136.750000 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -476136.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -476188.656250 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -476188.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -476229.812500 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -476229.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -476256.218750 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -476256.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -476274.937500 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -476274.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -476291.718750 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -476291.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -476313.843750 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -476313.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -476333.312500 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -476333.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -476349.625000 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -476349.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -476366.968750 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -476367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -476385.125000 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -476385.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -476406.000000 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -476406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -476426.843750 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -476426.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -476449.437500 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -476449.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -476463.218750 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -476463.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -476481.218750 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -476481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -476496.156250 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -476496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -476511.156250 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -476511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -476534.375000 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -476534.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -476552.968750 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -476553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -476573.968750 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -476574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -476587.562500 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -476587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -476594.968750 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -476595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -476600.875000 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -476600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -476605.906250 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -476605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -476608.406250 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -476608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -476610.906250 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -476610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -476612.531250 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -476612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -476615.625000 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -476615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -476618.718750 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -476618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -476619.593750 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -476619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -476621.062500 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -476621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -476621.562500 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -476621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -476621.937500 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -476621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -476621.937500 Penalty: 4136.273926
	Iteration 42F: 3 clusters Score -476621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -475307.281250 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -475307.3 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 2145 members 
Entering Unmasked Estep 
Score: -471282.125000 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -471282.1 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -472221.781250 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -472221.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -472463.593750 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -472463.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -472632.093750 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -472632.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -472799.437500 Penalty: 4140.521973
	Iteration 4Q: 3 clusters Score -472799.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -472972.843750 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -472972.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -473135.187500 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -473135.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -473275.625000 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -473275.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -473378.375000 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -473378.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -473491.625000 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -473491.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -473623.125000 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -473623.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -473714.531250 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -473714.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -473774.906250 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -473774.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -473826.281250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -473826.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -473860.437500 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -473860.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -473897.656250 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -473897.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -473926.406250 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -473926.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -473947.375000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -473947.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -473965.625000 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -473965.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -473981.718750 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -473981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -473990.218750 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -473990.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -473999.000000 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -473999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -474005.812500 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -474005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -474011.593750 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -474011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -474015.562500 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -474015.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -474023.781250 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -474023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -474026.781250 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -474026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -474028.812500 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -474028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -474032.343750 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -474032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -474035.218750 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -474035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -474035.906250 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -474035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -474037.406250 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -474037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -474040.000000 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -474040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -474043.718750 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -474043.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -474046.000000 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -474046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -474046.937500 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -474046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -474048.187500 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -474048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -474048.343750 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -474048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -474048.343750 Penalty: 4140.521973
	Iteration 38F: 3 clusters Score -474048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -204836.046875 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -204836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202365.687500 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -202365.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -202759.671875 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -202759.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202874.718750 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -202874.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -202939.890625 Penalty: 3709.172363
	Iteration 3Q: 3 clusters Score -202939.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -202993.859375 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -202993.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -203031.593750 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -203031.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203068.718750 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -203068.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203095.265625 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -203095.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203119.140625 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -203119.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203135.156250 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -203135.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203153.781250 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -203153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -203172.718750 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -203172.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203191.734375 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -203191.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -203214.812500 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -203214.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203256.078125 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -203256.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203314.140625 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -203314.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -203358.937500 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -203358.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -203408.578125 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -203408.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203467.250000 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -203467.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -203521.562500 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -203521.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -203684.125000 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -203684.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -204068.250000 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -204068.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -204351.500000 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -204351.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204397.187500 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -204397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204425.656250 Penalty: 3709.172363
	Iteration 24Q: 3 clusters Score -204425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -204444.703125 Penalty: 3709.172363
	Iteration 25Q: 3 clusters Score -204444.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204454.656250 Penalty: 3709.172363
	Iteration 26Q: 3 clusters Score -204454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -204461.312500 Penalty: 3709.172363
	Iteration 27Q: 3 clusters Score -204461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204467.140625 Penalty: 3709.172363
	Iteration 28Q: 3 clusters Score -204467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -204471.453125 Penalty: 3709.172363
	Iteration 29Q: 3 clusters Score -204471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -204471.875000 Penalty: 3709.172363
	Iteration 30Q: 3 clusters Score -204471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -204472.156250 Penalty: 3709.172363
	Iteration 31Q: 3 clusters Score -204472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -204472.156250 Penalty: 3709.172363
	Iteration 32F: 3 clusters Score -204472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -342082.156250 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -342082.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -338874.718750 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -338874.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -339530.406250 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -339530.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -339673.718750 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -339673.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -339748.812500 Penalty: 3963.493896
	Iteration 3Q: 3 clusters Score -339748.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -339809.687500 Penalty: 3963.493896
	Iteration 4Q: 3 clusters Score -339809.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -339862.250000 Penalty: 3963.493896
	Iteration 5Q: 3 clusters Score -339862.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -339909.000000 Penalty: 3963.493896
	Iteration 6Q: 3 clusters Score -339909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -339935.875000 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -339935.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -339957.250000 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -339957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -339974.843750 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -339974.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -339991.500000 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -339991.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -340014.062500 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -340014.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -340030.750000 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -340030.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340044.562500 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -340044.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -340054.343750 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -340054.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340062.968750 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -340063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -340073.093750 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -340073.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -340083.312500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -340083.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -340096.375000 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -340096.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -340113.843750 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -340113.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -340134.187500 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -340134.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -340149.062500 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -340149.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340159.906250 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -340159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340166.156250 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -340166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -340171.843750 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -340171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -340174.718750 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -340174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -340175.625000 Penalty: 3963.493896
	Iteration 26Q: 3 clusters Score -340175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340175.843750 Penalty: 3963.493896
	Iteration 27Q: 3 clusters Score -340175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340175.843750 Penalty: 3963.493896
	Iteration 28F: 3 clusters Score -340175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Entering Unmasked Estep 
Score: -1451587.500000 Penalty: 2346.062988
	Iteration 0F: 2 clusters Score -1451588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1442012.250000 Penalty: 4692.125977
	Iteration 0F: 3 clusters Score -1442012 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1445248.875000 Penalty: 4692.125977
	Iteration 1F: 3 clusters Score -1445249 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1445835.750000 Penalty: 4692.125977
	Iteration 2F: 3 clusters Score -1445836 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1446471.500000 Penalty: 4692.125977
	Iteration 3F: 3 clusters Score -1446472 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1447096.500000 Penalty: 4692.125977
	Iteration 4F: 3 clusters Score -1447096 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1447595.375000 Penalty: 4692.125977
	Iteration 5F: 3 clusters Score -1447595 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1448039.750000 Penalty: 4692.125977
	Iteration 6F: 3 clusters Score -1448040 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1448435.000000 Penalty: 4692.125977
	Iteration 7Q: 3 clusters Score -1448435 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1448765.000000 Penalty: 4692.125977
	Iteration 8Q: 3 clusters Score -1448765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1449002.500000 Penalty: 4692.125977
	Iteration 9Q: 3 clusters Score -1449002 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1449216.750000 Penalty: 4692.125977
	Iteration 10Q: 3 clusters Score -1449217 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1449371.125000 Penalty: 4692.125977
	Iteration 11Q: 3 clusters Score -1449371 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1449487.875000 Penalty: 4692.125977
	Iteration 12Q: 3 clusters Score -1449488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1449578.750000 Penalty: 4692.125977
	Iteration 13Q: 3 clusters Score -1449579 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1449621.125000 Penalty: 4692.125977
	Iteration 14Q: 3 clusters Score -1449621 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1449657.875000 Penalty: 4692.125977
	Iteration 15Q: 3 clusters Score -1449658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1449682.875000 Penalty: 4692.125977
	Iteration 16Q: 3 clusters Score -1449683 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1449704.250000 Penalty: 4692.125977
	Iteration 17Q: 3 clusters Score -1449704 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1449722.750000 Penalty: 4692.125977
	Iteration 18Q: 3 clusters Score -1449723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1449730.500000 Penalty: 4692.125977
	Iteration 19Q: 3 clusters Score -1449730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1449753.125000 Penalty: 4692.125977
	Iteration 20F: 3 clusters Score -1449753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1449765.875000 Penalty: 4692.125977
	Iteration 21Q: 3 clusters Score -1449766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1449776.875000 Penalty: 4692.125977
	Iteration 22Q: 3 clusters Score -1449777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1449792.875000 Penalty: 4692.125977
	Iteration 23Q: 3 clusters Score -1449793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1449811.125000 Penalty: 4692.125977
	Iteration 24Q: 3 clusters Score -1449811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1449815.500000 Penalty: 4692.125977
	Iteration 25Q: 3 clusters Score -1449816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1449825.625000 Penalty: 4692.125977
	Iteration 26Q: 3 clusters Score -1449826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1449832.375000 Penalty: 4692.125977
	Iteration 27Q: 3 clusters Score -1449832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1449843.875000 Penalty: 4692.125977
	Iteration 28Q: 3 clusters Score -1449844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1449855.000000 Penalty: 4692.125977
	Iteration 29Q: 3 clusters Score -1449855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1449860.000000 Penalty: 4692.125977
	Iteration 30Q: 3 clusters Score -1449860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1449869.500000 Penalty: 4692.125977
	Iteration 31Q: 3 clusters Score -1449870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1449879.875000 Penalty: 4692.125977
	Iteration 32Q: 3 clusters Score -1449880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1449897.625000 Penalty: 4692.125977
	Iteration 33Q: 3 clusters Score -1449898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1449914.875000 Penalty: 4692.125977
	Iteration 34Q: 3 clusters Score -1449915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1449914.750000 Penalty: 4692.125977
	Iteration 35Q: 3 clusters Score -1449915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1449929.875000 Penalty: 4692.125977
	Iteration 36Q: 3 clusters Score -1449930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1449940.750000 Penalty: 4692.125977
	Iteration 37Q: 3 clusters Score -1449941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1449946.500000 Penalty: 4692.125977
	Iteration 38Q: 3 clusters Score -1449946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1449952.500000 Penalty: 4692.125977
	Iteration 39Q: 3 clusters Score -1449952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1449957.000000 Penalty: 4692.125977
	Iteration 40F: 3 clusters Score -1449957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1449965.000000 Penalty: 4692.125977
	Iteration 41Q: 3 clusters Score -1449965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1449971.375000 Penalty: 4692.125977
	Iteration 42Q: 3 clusters Score -1449971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1449974.125000 Penalty: 4692.125977
	Iteration 43Q: 3 clusters Score -1449974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1449983.375000 Penalty: 4692.125977
	Iteration 44Q: 3 clusters Score -1449983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1449989.875000 Penalty: 4692.125977
	Iteration 45Q: 3 clusters Score -1449990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1449997.750000 Penalty: 4692.125977
	Iteration 46Q: 3 clusters Score -1449998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1449999.750000 Penalty: 4692.125977
	Iteration 47Q: 3 clusters Score -1450000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1450001.250000 Penalty: 4692.125977
	Iteration 48Q: 3 clusters Score -1450001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1450012.000000 Penalty: 4692.125977
	Iteration 49Q: 3 clusters Score -1450012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1450015.250000 Penalty: 4692.125977
	Iteration 50Q: 3 clusters Score -1450015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1450017.750000 Penalty: 4692.125977
	Iteration 51Q: 3 clusters Score -1450018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1450022.750000 Penalty: 4692.125977
	Iteration 52Q: 3 clusters Score -1450023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1450024.500000 Penalty: 4692.125977
	Iteration 53Q: 3 clusters Score -1450024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1450026.625000 Penalty: 4692.125977
	Iteration 54Q: 3 clusters Score -1450027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1450028.625000 Penalty: 4692.125977
	Iteration 55Q: 3 clusters Score -1450029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1450032.250000 Penalty: 4692.125977
	Iteration 56Q: 3 clusters Score -1450032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1450035.625000 Penalty: 4692.125977
	Iteration 57Q: 3 clusters Score -1450036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1450037.750000 Penalty: 4692.125977
	Iteration 58Q: 3 clusters Score -1450038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1450043.625000 Penalty: 4692.125977
	Iteration 59Q: 3 clusters Score -1450044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1450046.250000 Penalty: 4692.125977
	Iteration 60F: 3 clusters Score -1450046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1450050.625000 Penalty: 4692.125977
	Iteration 61Q: 3 clusters Score -1450051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1450050.125000 Penalty: 4692.125977
	Iteration 62Q: 3 clusters Score -1450050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1450052.500000 Penalty: 4692.125977
	Iteration 63Q: 3 clusters Score -1450052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1450050.125000 Penalty: 4692.125977
	Iteration 64Q: 3 clusters Score -1450050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1450050.875000 Penalty: 4692.125977
	Iteration 65Q: 3 clusters Score -1450051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1450049.250000 Penalty: 4692.125977
	Iteration 66Q: 3 clusters Score -1450049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1450047.625000 Penalty: 4692.125977
	Iteration 67Q: 3 clusters Score -1450048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1450051.250000 Penalty: 4692.125977
	Iteration 68Q: 3 clusters Score -1450051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1450052.750000 Penalty: 4692.125977
	Iteration 69Q: 3 clusters Score -1450053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1450049.875000 Penalty: 4692.125977
	Iteration 70Q: 3 clusters Score -1450050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1450051.750000 Penalty: 4692.125977
	Iteration 71Q: 3 clusters Score -1450052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1450051.625000 Penalty: 4692.125977
	Iteration 72Q: 3 clusters Score -1450052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1450052.375000 Penalty: 4692.125977
	Iteration 73Q: 3 clusters Score -1450052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1450052.125000 Penalty: 4692.125977
	Iteration 74Q: 3 clusters Score -1450052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1450052.625000 Penalty: 4692.125977
	Iteration 75Q: 3 clusters Score -1450053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1450053.750000 Penalty: 4692.125977
	Iteration 76Q: 3 clusters Score -1450054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1450053.375000 Penalty: 4692.125977
	Iteration 77Q: 3 clusters Score -1450053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1450053.375000 Penalty: 4692.125977
	Iteration 78F: 3 clusters Score -1450053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -456839.093750 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -456839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -452856.625000 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -452856.6 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -453725.218750 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -453725.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -453906.437500 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -453906.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -454047.343750 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -454047.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -454164.687500 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -454164.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454290.406250 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -454290.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -454425.343750 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -454425.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -454572.437500 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -454572.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -454773.218750 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -454773.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -454971.468750 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -454971.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -455122.031250 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -455122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -455254.593750 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -455254.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -455363.937500 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -455363.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -455449.437500 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -455449.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -455521.125000 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -455521.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -455571.406250 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -455571.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -455614.625000 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -455614.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -455648.812500 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -455648.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -455673.250000 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -455673.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -455699.531250 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -455699.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -455730.906250 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -455730.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -455755.281250 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -455755.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -455770.968750 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -455771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -455788.781250 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -455788.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455798.437500 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -455798.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -455806.125000 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -455806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455812.000000 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -455812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -455818.625000 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -455818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455821.156250 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -455821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -455823.718750 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -455823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455827.500000 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -455827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455829.687500 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -455829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455834.218750 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -455834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455842.406250 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -455842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -455847.031250 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -455847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -455852.250000 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -455852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -455860.187500 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -455860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -455867.187500 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -455867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -455869.468750 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -455869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -455873.718750 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -455873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455877.656250 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -455877.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -455881.218750 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -455881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -455885.562500 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -455885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -455890.750000 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -455890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -455899.187500 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -455899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -455906.312500 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -455906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -455913.750000 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -455913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -455922.312500 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -455922.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -455932.250000 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -455932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -455944.875000 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -455944.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -455953.093750 Penalty: 4127.787109
	Iteration 50Q: 3 clusters Score -455953.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -455962.656250 Penalty: 4127.787109
	Iteration 51Q: 3 clusters Score -455962.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -455970.750000 Penalty: 4127.787109
	Iteration 52Q: 3 clusters Score -455970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455974.718750 Penalty: 4127.787109
	Iteration 53Q: 3 clusters Score -455974.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -455982.031250 Penalty: 4127.787109
	Iteration 54Q: 3 clusters Score -455982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455992.156250 Penalty: 4127.787109
	Iteration 55Q: 3 clusters Score -455992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455996.906250 Penalty: 4127.787109
	Iteration 56Q: 3 clusters Score -455996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -456002.750000 Penalty: 4127.787109
	Iteration 57Q: 3 clusters Score -456002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -456005.843750 Penalty: 4127.787109
	Iteration 58Q: 3 clusters Score -456005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -456010.156250 Penalty: 4127.787109
	Iteration 59Q: 3 clusters Score -456010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -456015.968750 Penalty: 4127.787109
	Iteration 60F: 3 clusters Score -456016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -456023.031250 Penalty: 4127.787109
	Iteration 61Q: 3 clusters Score -456023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456034.250000 Penalty: 4127.787109
	Iteration 62Q: 3 clusters Score -456034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -456044.812500 Penalty: 4127.787109
	Iteration 63Q: 3 clusters Score -456044.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456054.843750 Penalty: 4127.787109
	Iteration 64Q: 3 clusters Score -456054.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -456068.718750 Penalty: 4127.787109
	Iteration 65Q: 3 clusters Score -456068.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -456077.437500 Penalty: 4127.787109
	Iteration 66Q: 3 clusters Score -456077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -456083.437500 Penalty: 4127.787109
	Iteration 67Q: 3 clusters Score -456083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -456086.312500 Penalty: 4127.787109
	Iteration 68Q: 3 clusters Score -456086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -456091.937500 Penalty: 4127.787109
	Iteration 69Q: 3 clusters Score -456091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -456095.812500 Penalty: 4127.787109
	Iteration 70Q: 3 clusters Score -456095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -456095.906250 Penalty: 4127.787109
	Iteration 71Q: 3 clusters Score -456095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -456097.437500 Penalty: 4127.787109
	Iteration 72Q: 3 clusters Score -456097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -456099.281250 Penalty: 4127.787109
	Iteration 73Q: 3 clusters Score -456099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -456099.812500 Penalty: 4127.787109
	Iteration 74Q: 3 clusters Score -456099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -456099.812500 Penalty: 4127.787109
	Iteration 75F: 3 clusters Score -456099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Entering Unmasked Estep 
Score: -8737266.000000 Penalty: 2777.652588
	Iteration 0F: 2 clusters Score -8737266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8688194.000000 Penalty: 5555.305176
	Iteration 0F: 3 clusters Score -8688194 nChanged 34281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8707687.000000 Penalty: 5555.305176
	Iteration 1F: 3 clusters Score -8707687 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -8708334.000000 Penalty: 5555.305176
	Iteration 2Q: 3 clusters Score -8708334 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8709048.000000 Penalty: 5555.305176
	Iteration 3Q: 3 clusters Score -8709048 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8710119.000000 Penalty: 5555.305176
	Iteration 4Q: 3 clusters Score -8710119 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8711584.000000 Penalty: 5555.305176
	Iteration 5Q: 3 clusters Score -8711584 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -8714021.000000 Penalty: 5555.305176
	Iteration 6F: 3 clusters Score -8714021 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -8717708.000000 Penalty: 5555.305176
	Iteration 7F: 3 clusters Score -8717708 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8722757.000000 Penalty: 5555.305176
	Iteration 8F: 3 clusters Score -8722757 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -8727999.000000 Penalty: 5555.305176
	Iteration 9F: 3 clusters Score -8727999 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -8731814.000000 Penalty: 5555.305176
	Iteration 10F: 3 clusters Score -8731814 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -8733690.000000 Penalty: 5555.305176
	Iteration 11Q: 3 clusters Score -8733690 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -8734389.000000 Penalty: 5555.305176
	Iteration 12Q: 3 clusters Score -8734389 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -8734602.000000 Penalty: 5555.305176
	Iteration 13Q: 3 clusters Score -8734602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -8734686.000000 Penalty: 5555.305176
	Iteration 14Q: 3 clusters Score -8734686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -8734737.000000 Penalty: 5555.305176
	Iteration 15Q: 3 clusters Score -8734737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -8734764.000000 Penalty: 5555.305176
	Iteration 16Q: 3 clusters Score -8734764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -8734778.000000 Penalty: 5555.305176
	Iteration 17Q: 3 clusters Score -8734778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -8734803.000000 Penalty: 5555.305176
	Iteration 18Q: 3 clusters Score -8734803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -8734824.000000 Penalty: 5555.305176
	Iteration 19Q: 3 clusters Score -8734824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -8734846.000000 Penalty: 5555.305176
	Iteration 20F: 3 clusters Score -8734846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -8734862.000000 Penalty: 5555.305176
	Iteration 21Q: 3 clusters Score -8734862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -8734862.000000 Penalty: 5555.305176
	Iteration 22Q: 3 clusters Score -8734862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -8734868.000000 Penalty: 5555.305176
	Iteration 23Q: 3 clusters Score -8734868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -8734867.000000 Penalty: 5555.305176
	Iteration 24Q: 3 clusters Score -8734867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -8734867.000000 Penalty: 5555.305176
	Iteration 25F: 3 clusters Score -8734867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -806526.562500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -806526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -800789.187500 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -800789.2 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -802376.750000 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -802376.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -802672.437500 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -802672.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -802853.125000 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -802853.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -802985.437500 Penalty: 4392.974121
	Iteration 4Q: 3 clusters Score -802985.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -803085.750000 Penalty: 4392.974121
	Iteration 5Q: 3 clusters Score -803085.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -803169.437500 Penalty: 4392.974121
	Iteration 6Q: 3 clusters Score -803169.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -803257.437500 Penalty: 4392.974121
	Iteration 7Q: 3 clusters Score -803257.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -803326.125000 Penalty: 4392.974121
	Iteration 8Q: 3 clusters Score -803326.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -803399.125000 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -803399.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -803470.937500 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -803470.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -803540.062500 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -803540.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -803617.625000 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -803617.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -803705.875000 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -803705.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -803780.750000 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -803780.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -803856.062500 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -803856.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -803934.437500 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -803934.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -804023.375000 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -804023.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -804128.375000 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -804128.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -804243.250000 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -804243.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -804374.000000 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -804374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -804508.437500 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -804508.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -804649.625000 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -804649.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -804788.125000 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -804788.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -804914.875000 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -804914.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -805066.875000 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -805066.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -805253.125000 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -805253.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -805448.500000 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -805448.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -805565.375000 Penalty: 4392.974121
	Iteration 28Q: 3 clusters Score -805565.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -805609.437500 Penalty: 4392.974121
	Iteration 29Q: 3 clusters Score -805609.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -805632.187500 Penalty: 4392.974121
	Iteration 30Q: 3 clusters Score -805632.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -805641.437500 Penalty: 4392.974121
	Iteration 31Q: 3 clusters Score -805641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -805649.437500 Penalty: 4392.974121
	Iteration 32Q: 3 clusters Score -805649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -805655.750000 Penalty: 4392.974121
	Iteration 33Q: 3 clusters Score -805655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -805659.937500 Penalty: 4392.974121
	Iteration 34Q: 3 clusters Score -805659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -805662.687500 Penalty: 4392.974121
	Iteration 35Q: 3 clusters Score -805662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -805663.250000 Penalty: 4392.974121
	Iteration 36Q: 3 clusters Score -805663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -805665.562500 Penalty: 4392.974121
	Iteration 37Q: 3 clusters Score -805665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -805664.562500 Penalty: 4392.974121
	Iteration 38Q: 3 clusters Score -805664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -805664.562500 Penalty: 4392.974121
	Iteration 39F: 3 clusters Score -805664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -463465.875000 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -463465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -459576.656250 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -459576.7 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -460469.468750 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -460469.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -460670.250000 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -460670.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -460779.343750 Penalty: 4119.029297
	Iteration 3Q: 3 clusters Score -460779.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -460848.468750 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -460848.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -460903.656250 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -460903.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -460943.875000 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -460943.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -460970.406250 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -460970.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -460985.906250 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -460985.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -460992.687500 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -460992.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -461000.750000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -461000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -461010.281250 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -461010.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -461018.531250 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -461018.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -461023.781250 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -461023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -461031.718750 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -461031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -461037.687500 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -461037.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -461047.812500 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -461047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -461054.718750 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -461054.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -461059.812500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -461059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -461067.531250 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -461067.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -461075.000000 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -461075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -461084.031250 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -461084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -461095.500000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -461095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -461107.062500 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -461107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -461112.031250 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -461112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -461118.218750 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -461118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -461126.531250 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -461126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -461132.718750 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -461132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -461137.250000 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -461137.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -461144.281250 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -461144.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -461154.718750 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -461154.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -461165.906250 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -461165.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -461185.781250 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -461185.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -461217.968750 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -461218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -461251.968750 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -461252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -461296.687500 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -461296.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -461374.093750 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -461374.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -461518.093750 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -461518.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -461640.156250 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -461640.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -461716.593750 Penalty: 4119.029297
	Iteration 39Q: 3 clusters Score -461716.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -461784.093750 Penalty: 4119.029297
	Iteration 40F: 3 clusters Score -461784.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -461849.843750 Penalty: 4119.029297
	Iteration 41Q: 3 clusters Score -461849.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -461904.437500 Penalty: 4119.029297
	Iteration 42Q: 3 clusters Score -461904.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -461954.531250 Penalty: 4119.029297
	Iteration 43Q: 3 clusters Score -461954.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -461992.593750 Penalty: 4119.029297
	Iteration 44Q: 3 clusters Score -461992.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -462025.093750 Penalty: 4119.029297
	Iteration 45Q: 3 clusters Score -462025.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -462054.968750 Penalty: 4119.029297
	Iteration 46Q: 3 clusters Score -462055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462083.875000 Penalty: 4119.029297
	Iteration 47Q: 3 clusters Score -462083.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -462111.562500 Penalty: 4119.029297
	Iteration 48Q: 3 clusters Score -462111.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -462133.625000 Penalty: 4119.029297
	Iteration 49Q: 3 clusters Score -462133.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -462154.406250 Penalty: 4119.029297
	Iteration 50Q: 3 clusters Score -462154.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -462171.906250 Penalty: 4119.029297
	Iteration 51Q: 3 clusters Score -462171.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -462181.687500 Penalty: 4119.029297
	Iteration 52Q: 3 clusters Score -462181.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -462189.500000 Penalty: 4119.029297
	Iteration 53Q: 3 clusters Score -462189.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -462198.343750 Penalty: 4119.029297
	Iteration 54Q: 3 clusters Score -462198.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -462207.281250 Penalty: 4119.029297
	Iteration 55Q: 3 clusters Score -462207.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -462216.156250 Penalty: 4119.029297
	Iteration 56Q: 3 clusters Score -462216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -462223.281250 Penalty: 4119.029297
	Iteration 57Q: 3 clusters Score -462223.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -462234.406250 Penalty: 4119.029297
	Iteration 58Q: 3 clusters Score -462234.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -462242.125000 Penalty: 4119.029297
	Iteration 59Q: 3 clusters Score -462242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -462246.968750 Penalty: 4119.029297
	Iteration 60F: 3 clusters Score -462247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -462251.968750 Penalty: 4119.029297
	Iteration 61Q: 3 clusters Score -462252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -462255.968750 Penalty: 4119.029297
	Iteration 62Q: 3 clusters Score -462256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -462258.562500 Penalty: 4119.029297
	Iteration 63Q: 3 clusters Score -462258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -462258.812500 Penalty: 4119.029297
	Iteration 64Q: 3 clusters Score -462258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462259.687500 Penalty: 4119.029297
	Iteration 65Q: 3 clusters Score -462259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -462259.531250 Penalty: 4119.029297
	Iteration 66Q: 3 clusters Score -462259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -462259.531250 Penalty: 4119.029297
	Iteration 67F: 3 clusters Score -462259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -199575.828125 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -199575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197080.359375 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -197080.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -197625.859375 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -197625.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -197836.546875 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -197836.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -198018.437500 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -198018.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -198189.781250 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -198189.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -198387.078125 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -198387.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -198623.218750 Penalty: 3743.560791
	Iteration 6F: 3 clusters Score -198623.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -198854.375000 Penalty: 3743.560791
	Iteration 7F: 3 clusters Score -198854.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -198957.921875 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -198957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -198997.890625 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -198997.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -199028.640625 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -199028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -199042.031250 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -199042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -199051.656250 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -199051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -199055.937500 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -199055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -199058.015625 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -199058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -199061.000000 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -199061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -199064.656250 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -199064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -199065.109375 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -199065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -199070.656250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -199070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -199070.656250 Penalty: 3743.560791
	Iteration 19F: 3 clusters Score -199070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -261559.062500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -261559.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -258636.859375 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -258636.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -259681.031250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -259681 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -260117.921875 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -260117.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -260345.218750 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -260345.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -260488.859375 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -260488.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -260576.859375 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -260576.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -260635.187500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -260635.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -260678.890625 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -260678.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260720.234375 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -260720.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -260769.671875 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -260769.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -260794.875000 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -260794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -260816.031250 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -260816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -260825.625000 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -260825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -260833.125000 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -260833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -260840.171875 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -260840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260846.718750 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -260846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -260853.140625 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -260853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -260860.562500 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -260860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -260870.765625 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -260870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -260876.921875 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -260876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -260880.687500 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -260880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -260881.515625 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -260881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -260883.062500 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -260883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -260885.015625 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -260885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -260887.093750 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -260887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -260888.484375 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -260888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260888.859375 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -260888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -260889.656250 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -260889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -260890.515625 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -260890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -260892.406250 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -260892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -260893.046875 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -260893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -260893.343750 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -260893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -260893.343750 Penalty: 3902.464111
	Iteration 32F: 3 clusters Score -260893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -1016464.437500 Penalty: 2247.968506
	Iteration 0F: 2 clusters Score -1016464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1009734.875000 Penalty: 4495.937012
	Iteration 0F: 3 clusters Score -1009735 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1011609.375000 Penalty: 4495.937012
	Iteration 1F: 3 clusters Score -1011609 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1011974.062500 Penalty: 4495.937012
	Iteration 2F: 3 clusters Score -1011974 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1012291.437500 Penalty: 4495.937012
	Iteration 3F: 3 clusters Score -1012291 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1012580.437500 Penalty: 4495.937012
	Iteration 4F: 3 clusters Score -1012580 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1012864.375000 Penalty: 4495.937012
	Iteration 5Q: 3 clusters Score -1012864 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1013138.312500 Penalty: 4495.937012
	Iteration 6Q: 3 clusters Score -1013138 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1013415.812500 Penalty: 4495.937012
	Iteration 7Q: 3 clusters Score -1013416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1013636.250000 Penalty: 4495.937012
	Iteration 8Q: 3 clusters Score -1013636 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1013833.750000 Penalty: 4495.937012
	Iteration 9Q: 3 clusters Score -1013834 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1013981.937500 Penalty: 4495.937012
	Iteration 10Q: 3 clusters Score -1013982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1014096.562500 Penalty: 4495.937012
	Iteration 11Q: 3 clusters Score -1014097 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1014176.625000 Penalty: 4495.937012
	Iteration 12Q: 3 clusters Score -1014177 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1014256.250000 Penalty: 4495.937012
	Iteration 13Q: 3 clusters Score -1014256 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1014319.125000 Penalty: 4495.937012
	Iteration 14Q: 3 clusters Score -1014319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1014354.687500 Penalty: 4495.937012
	Iteration 15Q: 3 clusters Score -1014355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1014382.125000 Penalty: 4495.937012
	Iteration 16Q: 3 clusters Score -1014382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1014402.437500 Penalty: 4495.937012
	Iteration 17Q: 3 clusters Score -1014402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1014420.875000 Penalty: 4495.937012
	Iteration 18Q: 3 clusters Score -1014421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1014436.187500 Penalty: 4495.937012
	Iteration 19Q: 3 clusters Score -1014436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1014446.062500 Penalty: 4495.937012
	Iteration 20F: 3 clusters Score -1014446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1014456.562500 Penalty: 4495.937012
	Iteration 21Q: 3 clusters Score -1014457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1014463.812500 Penalty: 4495.937012
	Iteration 22Q: 3 clusters Score -1014464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1014473.250000 Penalty: 4495.937012
	Iteration 23Q: 3 clusters Score -1014473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1014477.937500 Penalty: 4495.937012
	Iteration 24Q: 3 clusters Score -1014478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1014477.937500 Penalty: 4495.937012
	Iteration 25Q: 3 clusters Score -1014478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1014482.062500 Penalty: 4495.937012
	Iteration 26Q: 3 clusters Score -1014482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1014484.625000 Penalty: 4495.937012
	Iteration 27Q: 3 clusters Score -1014485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1014488.562500 Penalty: 4495.937012
	Iteration 28Q: 3 clusters Score -1014489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1014490.250000 Penalty: 4495.937012
	Iteration 29Q: 3 clusters Score -1014490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1014491.562500 Penalty: 4495.937012
	Iteration 30Q: 3 clusters Score -1014492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1014493.812500 Penalty: 4495.937012
	Iteration 31Q: 3 clusters Score -1014494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1014494.125000 Penalty: 4495.937012
	Iteration 32Q: 3 clusters Score -1014494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1014495.000000 Penalty: 4495.937012
	Iteration 33Q: 3 clusters Score -1014495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1014497.937500 Penalty: 4495.937012
	Iteration 34Q: 3 clusters Score -1014498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1014497.250000 Penalty: 4495.937012
	Iteration 35Q: 3 clusters Score -1014497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1014499.812500 Penalty: 4495.937012
	Iteration 36Q: 3 clusters Score -1014500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1014501.000000 Penalty: 4495.937012
	Iteration 37Q: 3 clusters Score -1014501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1014502.250000 Penalty: 4495.937012
	Iteration 38Q: 3 clusters Score -1014502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1014502.937500 Penalty: 4495.937012
	Iteration 39Q: 3 clusters Score -1014503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1014507.187500 Penalty: 4495.937012
	Iteration 40F: 3 clusters Score -1014507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1014510.812500 Penalty: 4495.937012
	Iteration 41Q: 3 clusters Score -1014511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1014510.812500 Penalty: 4495.937012
	Iteration 42Q: 3 clusters Score -1014511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1014510.312500 Penalty: 4495.937012
	Iteration 43Q: 3 clusters Score -1014510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1014512.437500 Penalty: 4495.937012
	Iteration 44Q: 3 clusters Score -1014512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1014516.312500 Penalty: 4495.937012
	Iteration 45Q: 3 clusters Score -1014516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1014518.500000 Penalty: 4495.937012
	Iteration 46Q: 3 clusters Score -1014518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1014522.125000 Penalty: 4495.937012
	Iteration 47Q: 3 clusters Score -1014522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1014523.750000 Penalty: 4495.937012
	Iteration 48Q: 3 clusters Score -1014524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1014522.000000 Penalty: 4495.937012
	Iteration 49Q: 3 clusters Score -1014522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1014524.812500 Penalty: 4495.937012
	Iteration 50Q: 3 clusters Score -1014525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1014524.625000 Penalty: 4495.937012
	Iteration 51Q: 3 clusters Score -1014525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1014525.125000 Penalty: 4495.937012
	Iteration 52Q: 3 clusters Score -1014525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1014526.375000 Penalty: 4495.937012
	Iteration 53Q: 3 clusters Score -1014526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1014529.187500 Penalty: 4495.937012
	Iteration 54Q: 3 clusters Score -1014529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1014530.937500 Penalty: 4495.937012
	Iteration 55Q: 3 clusters Score -1014531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1014531.250000 Penalty: 4495.937012
	Iteration 56Q: 3 clusters Score -1014531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1014535.000000 Penalty: 4495.937012
	Iteration 57Q: 3 clusters Score -1014535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1014536.125000 Penalty: 4495.937012
	Iteration 58Q: 3 clusters Score -1014536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1014539.750000 Penalty: 4495.937012
	Iteration 59Q: 3 clusters Score -1014540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1014542.562500 Penalty: 4495.937012
	Iteration 60F: 3 clusters Score -1014543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1014544.250000 Penalty: 4495.937012
	Iteration 61Q: 3 clusters Score -1014544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1014545.812500 Penalty: 4495.937012
	Iteration 62Q: 3 clusters Score -1014546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1014546.687500 Penalty: 4495.937012
	Iteration 63Q: 3 clusters Score -1014547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1014550.062500 Penalty: 4495.937012
	Iteration 64Q: 3 clusters Score -1014550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1014552.250000 Penalty: 4495.937012
	Iteration 65Q: 3 clusters Score -1014552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1014554.375000 Penalty: 4495.937012
	Iteration 66Q: 3 clusters Score -1014554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1014557.375000 Penalty: 4495.937012
	Iteration 67Q: 3 clusters Score -1014557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1014563.812500 Penalty: 4495.937012
	Iteration 68Q: 3 clusters Score -1014564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1014566.375000 Penalty: 4495.937012
	Iteration 69Q: 3 clusters Score -1014566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1014571.812500 Penalty: 4495.937012
	Iteration 70Q: 3 clusters Score -1014572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1014575.500000 Penalty: 4495.937012
	Iteration 71Q: 3 clusters Score -1014576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1014580.937500 Penalty: 4495.937012
	Iteration 72Q: 3 clusters Score -1014581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1014581.687500 Penalty: 4495.937012
	Iteration 73Q: 3 clusters Score -1014582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1014585.687500 Penalty: 4495.937012
	Iteration 74Q: 3 clusters Score -1014586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1014592.562500 Penalty: 4495.937012
	Iteration 75Q: 3 clusters Score -1014593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1014595.875000 Penalty: 4495.937012
	Iteration 76Q: 3 clusters Score -1014596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1014599.312500 Penalty: 4495.937012
	Iteration 77Q: 3 clusters Score -1014599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1014602.875000 Penalty: 4495.937012
	Iteration 78Q: 3 clusters Score -1014603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1014601.500000 Penalty: 4495.937012
	Iteration 79Q: 3 clusters Score -1014602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1014601.750000 Penalty: 4495.937012
	Iteration 80F: 3 clusters Score -1014602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1014604.562500 Penalty: 4495.937012
	Iteration 81Q: 3 clusters Score -1014605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1014606.562500 Penalty: 4495.937012
	Iteration 82Q: 3 clusters Score -1014607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1014607.187500 Penalty: 4495.937012
	Iteration 83Q: 3 clusters Score -1014607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1014607.937500 Penalty: 4495.937012
	Iteration 84Q: 3 clusters Score -1014608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1014608.312500 Penalty: 4495.937012
	Iteration 85Q: 3 clusters Score -1014608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1014608.312500 Penalty: 4495.937012
	Iteration 86F: 3 clusters Score -1014608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -727470.125000 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -727470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -722032.500000 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -722032.5 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -723429.062500 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -723429.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -723697.187500 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -723697.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -723837.875000 Penalty: 4342.845703
	Iteration 3Q: 3 clusters Score -723837.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -723940.000000 Penalty: 4342.845703
	Iteration 4Q: 3 clusters Score -723940 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -724022.625000 Penalty: 4342.845703
	Iteration 5Q: 3 clusters Score -724022.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -724110.187500 Penalty: 4342.845703
	Iteration 6Q: 3 clusters Score -724110.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -724201.937500 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -724201.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -724295.250000 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -724295.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -724413.062500 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -724413.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -724543.312500 Penalty: 4342.845703
	Iteration 10Q: 3 clusters Score -724543.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -724662.562500 Penalty: 4342.845703
	Iteration 11Q: 3 clusters Score -724662.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -724786.187500 Penalty: 4342.845703
	Iteration 12Q: 3 clusters Score -724786.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -724904.125000 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -724904.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -725025.812500 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -725025.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -725146.625000 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -725146.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -725262.937500 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -725262.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -725391.437500 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -725391.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -725541.750000 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -725541.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -725722.875000 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -725722.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -725917.750000 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -725917.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -726138.875000 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -726138.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -726414.000000 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -726414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -726734.937500 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -726734.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -727067.562500 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -727067.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -727231.250000 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -727231.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -727289.500000 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -727289.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -727306.000000 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -727306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -727312.375000 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -727312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727314.687500 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -727314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727314.625000 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -727314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727316.687500 Penalty: 4342.845703
	Iteration 31F: 3 clusters Score -727316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -727316.937500 Penalty: 4342.845703
	Iteration 32Q: 3 clusters Score -727316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -727318.312500 Penalty: 4342.845703
	Iteration 33Q: 3 clusters Score -727318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -727319.500000 Penalty: 4342.845703
	Iteration 34Q: 3 clusters Score -727319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -727319.187500 Penalty: 4342.845703
	Iteration 35Q: 3 clusters Score -727319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727318.687500 Penalty: 4342.845703
	Iteration 36Q: 3 clusters Score -727318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -727320.312500 Penalty: 4342.845703
	Iteration 37Q: 3 clusters Score -727320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727320.687500 Penalty: 4342.845703
	Iteration 38Q: 3 clusters Score -727320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -727320.687500 Penalty: 4342.845703
	Iteration 39F: 3 clusters Score -727320.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -293609.468750 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -293609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290591.625000 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -290591.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -291171.906250 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -291171.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -291340.937500 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -291340.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291453.218750 Penalty: 3892.296631
	Iteration 3F: 3 clusters Score -291453.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291532.468750 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -291532.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -291602.562500 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -291602.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291666.343750 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -291666.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -291716.687500 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -291716.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291757.906250 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -291757.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291787.062500 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -291787.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -291820.468750 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -291820.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291849.312500 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -291849.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291875.468750 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -291875.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291899.500000 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -291899.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291924.625000 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -291924.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291948.406250 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -291948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -291962.156250 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -291962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291972.968750 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -291973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -291980.000000 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -291980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291987.375000 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -291987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291991.343750 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -291991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -291996.562500 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -291996.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292005.281250 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -292005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -292016.812500 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -292016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -292029.500000 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -292029.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -292045.125000 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -292045.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292063.750000 Penalty: 3892.296631
	Iteration 26Q: 3 clusters Score -292063.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -292087.875000 Penalty: 3892.296631
	Iteration 27Q: 3 clusters Score -292087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -292124.062500 Penalty: 3892.296631
	Iteration 28Q: 3 clusters Score -292124.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292205.593750 Penalty: 3892.296631
	Iteration 29Q: 3 clusters Score -292205.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -292308.875000 Penalty: 3892.296631
	Iteration 30Q: 3 clusters Score -292308.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -292381.218750 Penalty: 3892.296631
	Iteration 31Q: 3 clusters Score -292381.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -292426.062500 Penalty: 3892.296631
	Iteration 32Q: 3 clusters Score -292426.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -292453.718750 Penalty: 3892.296631
	Iteration 33Q: 3 clusters Score -292453.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -292470.125000 Penalty: 3892.296631
	Iteration 34Q: 3 clusters Score -292470.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -292489.656250 Penalty: 3892.296631
	Iteration 35Q: 3 clusters Score -292489.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -292503.718750 Penalty: 3892.296631
	Iteration 36Q: 3 clusters Score -292503.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292516.687500 Penalty: 3892.296631
	Iteration 37Q: 3 clusters Score -292516.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -292531.562500 Penalty: 3892.296631
	Iteration 38Q: 3 clusters Score -292531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292544.250000 Penalty: 3892.296631
	Iteration 39Q: 3 clusters Score -292544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -292565.750000 Penalty: 3892.296631
	Iteration 40F: 3 clusters Score -292565.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292587.531250 Penalty: 3892.296631
	Iteration 41Q: 3 clusters Score -292587.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -292608.656250 Penalty: 3892.296631
	Iteration 42Q: 3 clusters Score -292608.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -292625.250000 Penalty: 3892.296631
	Iteration 43Q: 3 clusters Score -292625.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292646.562500 Penalty: 3892.296631
	Iteration 44Q: 3 clusters Score -292646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292664.125000 Penalty: 3892.296631
	Iteration 45Q: 3 clusters Score -292664.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292687.843750 Penalty: 3892.296631
	Iteration 46Q: 3 clusters Score -292687.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292709.218750 Penalty: 3892.296631
	Iteration 47Q: 3 clusters Score -292709.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -292727.312500 Penalty: 3892.296631
	Iteration 48Q: 3 clusters Score -292727.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -292747.906250 Penalty: 3892.296631
	Iteration 49Q: 3 clusters Score -292747.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -292768.031250 Penalty: 3892.296631
	Iteration 50Q: 3 clusters Score -292768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -292781.562500 Penalty: 3892.296631
	Iteration 51Q: 3 clusters Score -292781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292789.968750 Penalty: 3892.296631
	Iteration 52Q: 3 clusters Score -292790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292805.156250 Penalty: 3892.296631
	Iteration 53Q: 3 clusters Score -292805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -292816.437500 Penalty: 3892.296631
	Iteration 54Q: 3 clusters Score -292816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -292825.000000 Penalty: 3892.296631
	Iteration 55Q: 3 clusters Score -292825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292828.875000 Penalty: 3892.296631
	Iteration 56Q: 3 clusters Score -292828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -292829.500000 Penalty: 3892.296631
	Iteration 57Q: 3 clusters Score -292829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -292829.500000 Penalty: 3892.296631
	Iteration 58F: 3 clusters Score -292829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -313217.312500 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -313217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -310044.562500 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -310044.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -310859.062500 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -310859.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -311141.343750 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -311141.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -311371.468750 Penalty: 3958.939697
	Iteration 3F: 3 clusters Score -311371.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -311587.156250 Penalty: 3958.939697
	Iteration 4F: 3 clusters Score -311587.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -311752.468750 Penalty: 3958.939697
	Iteration 5F: 3 clusters Score -311752.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -311902.437500 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -311902.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -312017.093750 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -312017.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -312115.375000 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -312115.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -312194.562500 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -312194.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -312252.281250 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -312252.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -312274.031250 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -312274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -312288.062500 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -312288.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -312300.093750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -312300.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -312308.031250 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -312308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -312315.000000 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -312315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -312320.125000 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -312320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -312323.906250 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -312323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -312327.937500 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -312327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -312330.687500 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -312330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -312331.656250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -312331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -312332.187500 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -312332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -312332.187500 Penalty: 3958.939697
	Iteration 22F: 3 clusters Score -312332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1320472.250000 Penalty: 2329.669189
	Iteration 0F: 2 clusters Score -1320472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1311559.125000 Penalty: 4659.338379
	Iteration 0F: 3 clusters Score -1311559 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1314460.500000 Penalty: 4659.338379
	Iteration 1F: 3 clusters Score -1314460 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1314979.875000 Penalty: 4659.338379
	Iteration 2F: 3 clusters Score -1314980 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1315464.125000 Penalty: 4659.338379
	Iteration 3F: 3 clusters Score -1315464 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1315988.375000 Penalty: 4659.338379
	Iteration 4F: 3 clusters Score -1315988 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1316567.250000 Penalty: 4659.338379
	Iteration 5F: 3 clusters Score -1316567 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1317155.000000 Penalty: 4659.338379
	Iteration 6F: 3 clusters Score -1317155 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1317665.625000 Penalty: 4659.338379
	Iteration 7F: 3 clusters Score -1317666 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1318128.750000 Penalty: 4659.338379
	Iteration 8Q: 3 clusters Score -1318129 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1318462.875000 Penalty: 4659.338379
	Iteration 9Q: 3 clusters Score -1318463 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1318669.625000 Penalty: 4659.338379
	Iteration 10Q: 3 clusters Score -1318670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1318835.625000 Penalty: 4659.338379
	Iteration 11Q: 3 clusters Score -1318836 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1318938.875000 Penalty: 4659.338379
	Iteration 12Q: 3 clusters Score -1318939 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1319002.375000 Penalty: 4659.338379
	Iteration 13Q: 3 clusters Score -1319002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1319043.750000 Penalty: 4659.338379
	Iteration 14Q: 3 clusters Score -1319044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1319066.000000 Penalty: 4659.338379
	Iteration 15Q: 3 clusters Score -1319066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1319087.750000 Penalty: 4659.338379
	Iteration 16Q: 3 clusters Score -1319088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1319115.000000 Penalty: 4659.338379
	Iteration 17Q: 3 clusters Score -1319115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1319131.375000 Penalty: 4659.338379
	Iteration 18Q: 3 clusters Score -1319131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1319142.750000 Penalty: 4659.338379
	Iteration 19Q: 3 clusters Score -1319143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1319155.250000 Penalty: 4659.338379
	Iteration 20F: 3 clusters Score -1319155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1319165.250000 Penalty: 4659.338379
	Iteration 21Q: 3 clusters Score -1319165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1319175.125000 Penalty: 4659.338379
	Iteration 22Q: 3 clusters Score -1319175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1319184.750000 Penalty: 4659.338379
	Iteration 23Q: 3 clusters Score -1319185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1319190.125000 Penalty: 4659.338379
	Iteration 24Q: 3 clusters Score -1319190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1319192.500000 Penalty: 4659.338379
	Iteration 25Q: 3 clusters Score -1319192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1319195.375000 Penalty: 4659.338379
	Iteration 26Q: 3 clusters Score -1319195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1319200.125000 Penalty: 4659.338379
	Iteration 27Q: 3 clusters Score -1319200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1319205.000000 Penalty: 4659.338379
	Iteration 28Q: 3 clusters Score -1319205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1319205.000000 Penalty: 4659.338379
	Iteration 29Q: 3 clusters Score -1319205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1319208.125000 Penalty: 4659.338379
	Iteration 30Q: 3 clusters Score -1319208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1319210.750000 Penalty: 4659.338379
	Iteration 31Q: 3 clusters Score -1319211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1319215.500000 Penalty: 4659.338379
	Iteration 32Q: 3 clusters Score -1319216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1319217.375000 Penalty: 4659.338379
	Iteration 33Q: 3 clusters Score -1319217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1319222.125000 Penalty: 4659.338379
	Iteration 34Q: 3 clusters Score -1319222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1319231.250000 Penalty: 4659.338379
	Iteration 35Q: 3 clusters Score -1319231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1319234.875000 Penalty: 4659.338379
	Iteration 36Q: 3 clusters Score -1319235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1319238.000000 Penalty: 4659.338379
	Iteration 37Q: 3 clusters Score -1319238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1319246.500000 Penalty: 4659.338379
	Iteration 38Q: 3 clusters Score -1319246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1319248.500000 Penalty: 4659.338379
	Iteration 39Q: 3 clusters Score -1319248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1319252.250000 Penalty: 4659.338379
	Iteration 40F: 3 clusters Score -1319252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1319250.375000 Penalty: 4659.338379
	Iteration 41Q: 3 clusters Score -1319250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1319252.250000 Penalty: 4659.338379
	Iteration 42Q: 3 clusters Score -1319252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1319255.375000 Penalty: 4659.338379
	Iteration 43Q: 3 clusters Score -1319255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1319256.500000 Penalty: 4659.338379
	Iteration 44Q: 3 clusters Score -1319256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1319257.750000 Penalty: 4659.338379
	Iteration 45Q: 3 clusters Score -1319258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1319256.875000 Penalty: 4659.338379
	Iteration 46Q: 3 clusters Score -1319257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1319257.125000 Penalty: 4659.338379
	Iteration 47Q: 3 clusters Score -1319257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1319255.875000 Penalty: 4659.338379
	Iteration 48Q: 3 clusters Score -1319256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1319256.250000 Penalty: 4659.338379
	Iteration 49Q: 3 clusters Score -1319256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1319256.125000 Penalty: 4659.338379
	Iteration 50Q: 3 clusters Score -1319256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1319256.125000 Penalty: 4659.338379
	Iteration 51F: 3 clusters Score -1319256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -406364.218750 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -406364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -402659.937500 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -402659.9 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403463.781250 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -403463.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403671.468750 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -403671.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -403776.125000 Penalty: 4073.030273
	Iteration 3Q: 3 clusters Score -403776.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -403846.468750 Penalty: 4073.030273
	Iteration 4Q: 3 clusters Score -403846.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -403894.812500 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -403894.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -403937.281250 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -403937.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -403975.250000 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -403975.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -404010.812500 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -404010.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -404044.093750 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -404044.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -404080.250000 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -404080.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -404122.656250 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -404122.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -404160.312500 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -404160.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -404197.812500 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -404197.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -404235.750000 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -404235.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -404270.250000 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -404270.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -404296.750000 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -404296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -404316.218750 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -404316.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -404339.531250 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -404339.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -404360.250000 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -404360.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -404384.468750 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -404384.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -404407.843750 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -404407.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -404425.312500 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -404425.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -404441.093750 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -404441.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -404453.250000 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -404453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -404475.000000 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -404475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -404494.218750 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -404494.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -404513.687500 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -404513.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -404527.875000 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -404527.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -404540.968750 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -404541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -404552.812500 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -404552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -404566.750000 Penalty: 4073.030273
	Iteration 31Q: 3 clusters Score -404566.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -404578.593750 Penalty: 4073.030273
	Iteration 32Q: 3 clusters Score -404578.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -404596.687500 Penalty: 4073.030273
	Iteration 33Q: 3 clusters Score -404596.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -404606.750000 Penalty: 4073.030273
	Iteration 34Q: 3 clusters Score -404606.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -404618.906250 Penalty: 4073.030273
	Iteration 35Q: 3 clusters Score -404618.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -404632.812500 Penalty: 4073.030273
	Iteration 36Q: 3 clusters Score -404632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -404646.250000 Penalty: 4073.030273
	Iteration 37Q: 3 clusters Score -404646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -404657.812500 Penalty: 4073.030273
	Iteration 38Q: 3 clusters Score -404657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -404669.968750 Penalty: 4073.030273
	Iteration 39Q: 3 clusters Score -404670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -404678.031250 Penalty: 4073.030273
	Iteration 40F: 3 clusters Score -404678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -404684.531250 Penalty: 4073.030273
	Iteration 41Q: 3 clusters Score -404684.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -404690.906250 Penalty: 4073.030273
	Iteration 42Q: 3 clusters Score -404690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -404696.468750 Penalty: 4073.030273
	Iteration 43Q: 3 clusters Score -404696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -404700.656250 Penalty: 4073.030273
	Iteration 44Q: 3 clusters Score -404700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -404705.187500 Penalty: 4073.030273
	Iteration 45Q: 3 clusters Score -404705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -404713.062500 Penalty: 4073.030273
	Iteration 46Q: 3 clusters Score -404713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -404719.250000 Penalty: 4073.030273
	Iteration 47Q: 3 clusters Score -404719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -404727.375000 Penalty: 4073.030273
	Iteration 48Q: 3 clusters Score -404727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -404730.781250 Penalty: 4073.030273
	Iteration 49Q: 3 clusters Score -404730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -404735.281250 Penalty: 4073.030273
	Iteration 50Q: 3 clusters Score -404735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -404741.156250 Penalty: 4073.030273
	Iteration 51Q: 3 clusters Score -404741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -404744.531250 Penalty: 4073.030273
	Iteration 52Q: 3 clusters Score -404744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -404746.781250 Penalty: 4073.030273
	Iteration 53Q: 3 clusters Score -404746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -404747.312500 Penalty: 4073.030273
	Iteration 54Q: 3 clusters Score -404747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -404747.312500 Penalty: 4073.030273
	Iteration 55F: 3 clusters Score -404747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -323355.968750 Penalty: 1975.455322
	Iteration 0F: 2 clusters Score -323356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320182.531250 Penalty: 3950.910645
	Iteration 0F: 3 clusters Score -320182.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -320833.968750 Penalty: 3950.910645
	Iteration 1F: 3 clusters Score -320834 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -321018.406250 Penalty: 3950.910645
	Iteration 2F: 3 clusters Score -321018.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -321163.312500 Penalty: 3950.910645
	Iteration 3F: 3 clusters Score -321163.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321282.281250 Penalty: 3950.910645
	Iteration 4Q: 3 clusters Score -321282.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -321404.937500 Penalty: 3950.910645
	Iteration 5Q: 3 clusters Score -321404.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -321529.656250 Penalty: 3950.910645
	Iteration 6Q: 3 clusters Score -321529.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -321646.656250 Penalty: 3950.910645
	Iteration 7Q: 3 clusters Score -321646.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -321764.093750 Penalty: 3950.910645
	Iteration 8Q: 3 clusters Score -321764.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321863.000000 Penalty: 3950.910645
	Iteration 9Q: 3 clusters Score -321863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321938.062500 Penalty: 3950.910645
	Iteration 10Q: 3 clusters Score -321938.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321991.843750 Penalty: 3950.910645
	Iteration 11Q: 3 clusters Score -321991.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -322031.093750 Penalty: 3950.910645
	Iteration 12Q: 3 clusters Score -322031.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322050.187500 Penalty: 3950.910645
	Iteration 13Q: 3 clusters Score -322050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322056.468750 Penalty: 3950.910645
	Iteration 14Q: 3 clusters Score -322056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -322060.562500 Penalty: 3950.910645
	Iteration 15Q: 3 clusters Score -322060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322064.218750 Penalty: 3950.910645
	Iteration 16Q: 3 clusters Score -322064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322068.125000 Penalty: 3950.910645
	Iteration 17Q: 3 clusters Score -322068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322073.281250 Penalty: 3950.910645
	Iteration 18Q: 3 clusters Score -322073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -322076.937500 Penalty: 3950.910645
	Iteration 19Q: 3 clusters Score -322076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -322082.281250 Penalty: 3950.910645
	Iteration 20F: 3 clusters Score -322082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -322084.781250 Penalty: 3950.910645
	Iteration 21Q: 3 clusters Score -322084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322089.968750 Penalty: 3950.910645
	Iteration 22Q: 3 clusters Score -322090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -322091.437500 Penalty: 3950.910645
	Iteration 23Q: 3 clusters Score -322091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322092.593750 Penalty: 3950.910645
	Iteration 24Q: 3 clusters Score -322092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322092.593750 Penalty: 3950.910645
	Iteration 25F: 3 clusters Score -322092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -733062.750000 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -733062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -727750.562500 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -727750.6 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -729272.875000 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -729272.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -729674.250000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -729674.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -730061.000000 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -730061 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -730416.375000 Penalty: 4337.582031
	Iteration 4F: 3 clusters Score -730416.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -730772.125000 Penalty: 4337.582031
	Iteration 5F: 3 clusters Score -730772.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -731029.875000 Penalty: 4337.582031
	Iteration 6F: 3 clusters Score -731029.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -731196.187500 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -731196.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -731319.125000 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -731319.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -731404.812500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -731404.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -731461.125000 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -731461.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -731507.750000 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -731507.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -731540.812500 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -731540.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -731568.687500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -731568.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -731595.125000 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -731595.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -731613.812500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -731613.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -731629.375000 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -731629.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -731639.187500 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -731639.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -731649.312500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -731649.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731657.812500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -731657.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -731667.750000 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -731667.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -731675.500000 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -731675.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -731681.500000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -731681.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -731686.750000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -731686.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -731690.937500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -731690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -731695.812500 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -731695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -731697.062500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -731697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -731700.187500 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -731700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -731704.562500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -731704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -731706.625000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -731706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -731709.125000 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -731709.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -731714.750000 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -731714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -731716.687500 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -731716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -731718.937500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -731718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -731721.375000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -731721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -731722.562500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -731722.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -731724.375000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -731724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -731725.250000 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -731725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -731726.437500 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -731726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -731725.750000 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -731725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -731723.875000 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -731723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -731726.687500 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -731726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -731727.250000 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -731727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -731727.500000 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -731727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -731729.375000 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -731729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -731730.937500 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -731730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -731731.562500 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -731731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -731734.062500 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -731734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -731733.750000 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -731733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -731734.187500 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -731734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -731736.187500 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -731736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -731736.687500 Penalty: 4337.582031
	Iteration 51Q: 3 clusters Score -731736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -731738.500000 Penalty: 4337.582031
	Iteration 52Q: 3 clusters Score -731738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -731739.062500 Penalty: 4337.582031
	Iteration 53Q: 3 clusters Score -731739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -731743.562500 Penalty: 4337.582031
	Iteration 54Q: 3 clusters Score -731743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -731748.000000 Penalty: 4337.582031
	Iteration 55Q: 3 clusters Score -731748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -731748.312500 Penalty: 4337.582031
	Iteration 56Q: 3 clusters Score -731748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -731752.250000 Penalty: 4337.582031
	Iteration 57Q: 3 clusters Score -731752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -731756.625000 Penalty: 4337.582031
	Iteration 58Q: 3 clusters Score -731756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -731755.562500 Penalty: 4337.582031
	Iteration 59Q: 3 clusters Score -731755.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -731758.375000 Penalty: 4337.582031
	Iteration 60F: 3 clusters Score -731758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -731763.812500 Penalty: 4337.582031
	Iteration 61Q: 3 clusters Score -731763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -731769.625000 Penalty: 4337.582031
	Iteration 62Q: 3 clusters Score -731769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -731776.312500 Penalty: 4337.582031
	Iteration 63Q: 3 clusters Score -731776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -731783.812500 Penalty: 4337.582031
	Iteration 64Q: 3 clusters Score -731783.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -731803.562500 Penalty: 4337.582031
	Iteration 65Q: 3 clusters Score -731803.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -731818.375000 Penalty: 4337.582031
	Iteration 66Q: 3 clusters Score -731818.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -731834.250000 Penalty: 4337.582031
	Iteration 67Q: 3 clusters Score -731834.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -731853.500000 Penalty: 4337.582031
	Iteration 68Q: 3 clusters Score -731853.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -731868.187500 Penalty: 4337.582031
	Iteration 69Q: 3 clusters Score -731868.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -731887.937500 Penalty: 4337.582031
	Iteration 70Q: 3 clusters Score -731887.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -731900.625000 Penalty: 4337.582031
	Iteration 71Q: 3 clusters Score -731900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -731905.562500 Penalty: 4337.582031
	Iteration 72Q: 3 clusters Score -731905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -731910.875000 Penalty: 4337.582031
	Iteration 73Q: 3 clusters Score -731910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -731919.562500 Penalty: 4337.582031
	Iteration 74Q: 3 clusters Score -731919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -731923.437500 Penalty: 4337.582031
	Iteration 75Q: 3 clusters Score -731923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -731925.687500 Penalty: 4337.582031
	Iteration 76Q: 3 clusters Score -731925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -731925.562500 Penalty: 4337.582031
	Iteration 77Q: 3 clusters Score -731925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -731928.500000 Penalty: 4337.582031
	Iteration 78Q: 3 clusters Score -731928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -731929.500000 Penalty: 4337.582031
	Iteration 79Q: 3 clusters Score -731929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -731931.375000 Penalty: 4337.582031
	Iteration 80F: 3 clusters Score -731931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -731931.187500 Penalty: 4337.582031
	Iteration 81Q: 3 clusters Score -731931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -731930.875000 Penalty: 4337.582031
	Iteration 82Q: 3 clusters Score -731930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -731931.312500 Penalty: 4337.582031
	Iteration 83Q: 3 clusters Score -731931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -731931.312500 Penalty: 4337.582031
	Iteration 84F: 3 clusters Score -731931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Entering Unmasked Estep 
Score: -9372020.000000 Penalty: 2792.193604
	Iteration 0F: 2 clusters Score -9372020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9319934.000000 Penalty: 5584.387207
	Iteration 0F: 3 clusters Score -9319934 nChanged 36360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -9340701.000000 Penalty: 5584.387207
	Iteration 1F: 3 clusters Score -9340701 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9341795.000000 Penalty: 5584.387207
	Iteration 2Q: 3 clusters Score -9341795 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -9343091.000000 Penalty: 5584.387207
	Iteration 3Q: 3 clusters Score -9343091 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -9344501.000000 Penalty: 5584.387207
	Iteration 4Q: 3 clusters Score -9344501 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -9346155.000000 Penalty: 5584.387207
	Iteration 5Q: 3 clusters Score -9346155 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -9347844.000000 Penalty: 5584.387207
	Iteration 6F: 3 clusters Score -9347844 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -9349690.000000 Penalty: 5584.387207
	Iteration 7F: 3 clusters Score -9349690 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -9351410.000000 Penalty: 5584.387207
	Iteration 8Q: 3 clusters Score -9351410 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -9353069.000000 Penalty: 5584.387207
	Iteration 9Q: 3 clusters Score -9353069 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -9354869.000000 Penalty: 5584.387207
	Iteration 10Q: 3 clusters Score -9354869 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -9356963.000000 Penalty: 5584.387207
	Iteration 11Q: 3 clusters Score -9356963 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -9359650.000000 Penalty: 5584.387207
	Iteration 12Q: 3 clusters Score -9359650 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -9362569.000000 Penalty: 5584.387207
	Iteration 13Q: 3 clusters Score -9362569 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -9365194.000000 Penalty: 5584.387207
	Iteration 14Q: 3 clusters Score -9365194 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9367163.000000 Penalty: 5584.387207
	Iteration 15Q: 3 clusters Score -9367163 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9368314.000000 Penalty: 5584.387207
	Iteration 16Q: 3 clusters Score -9368314 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9368863.000000 Penalty: 5584.387207
	Iteration 17Q: 3 clusters Score -9368863 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9369185.000000 Penalty: 5584.387207
	Iteration 18Q: 3 clusters Score -9369185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9369356.000000 Penalty: 5584.387207
	Iteration 19Q: 3 clusters Score -9369356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9369419.000000 Penalty: 5584.387207
	Iteration 20F: 3 clusters Score -9369419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9369483.000000 Penalty: 5584.387207
	Iteration 21Q: 3 clusters Score -9369483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9369543.000000 Penalty: 5584.387207
	Iteration 22Q: 3 clusters Score -9369543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9369570.000000 Penalty: 5584.387207
	Iteration 23Q: 3 clusters Score -9369570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9369609.000000 Penalty: 5584.387207
	Iteration 24Q: 3 clusters Score -9369609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9369628.000000 Penalty: 5584.387207
	Iteration 25Q: 3 clusters Score -9369628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9369637.000000 Penalty: 5584.387207
	Iteration 26Q: 3 clusters Score -9369637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9369658.000000 Penalty: 5584.387207
	Iteration 27Q: 3 clusters Score -9369658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9369661.000000 Penalty: 5584.387207
	Iteration 28Q: 3 clusters Score -9369661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9369672.000000 Penalty: 5584.387207
	Iteration 29Q: 3 clusters Score -9369672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9369677.000000 Penalty: 5584.387207
	Iteration 30Q: 3 clusters Score -9369677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9369686.000000 Penalty: 5584.387207
	Iteration 31Q: 3 clusters Score -9369686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9369693.000000 Penalty: 5584.387207
	Iteration 32Q: 3 clusters Score -9369693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9369689.000000 Penalty: 5584.387207
	Iteration 33Q: 3 clusters Score -9369689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9369699.000000 Penalty: 5584.387207
	Iteration 34Q: 3 clusters Score -9369699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9369693.000000 Penalty: 5584.387207
	Iteration 35Q: 3 clusters Score -9369693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9369692.000000 Penalty: 5584.387207
	Iteration 36Q: 3 clusters Score -9369692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9369700.000000 Penalty: 5584.387207
	Iteration 37Q: 3 clusters Score -9369700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9369707.000000 Penalty: 5584.387207
	Iteration 38Q: 3 clusters Score -9369707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9369707.000000 Penalty: 5584.387207
	Iteration 39F: 3 clusters Score -9369707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (66406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Entering Unmasked Estep 
Score: -7918633.000000 Penalty: 2753.678467
	Iteration 0F: 2 clusters Score -7918633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -7874223.500000 Penalty: 5507.356934
	Iteration 0F: 3 clusters Score -7874224 nChanged 30901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -7891324.000000 Penalty: 5507.356934
	Iteration 1F: 3 clusters Score -7891324 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -7891998.500000 Penalty: 5507.356934
	Iteration 2Q: 3 clusters Score -7891998 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -7892751.500000 Penalty: 5507.356934
	Iteration 3Q: 3 clusters Score -7892752 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7893479.000000 Penalty: 5507.356934
	Iteration 4Q: 3 clusters Score -7893479 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -7894368.000000 Penalty: 5507.356934
	Iteration 5Q: 3 clusters Score -7894368 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7895338.500000 Penalty: 5507.356934
	Iteration 6Q: 3 clusters Score -7895338 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -7896373.000000 Penalty: 5507.356934
	Iteration 7Q: 3 clusters Score -7896373 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7897746.000000 Penalty: 5507.356934
	Iteration 8Q: 3 clusters Score -7897746 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -7899392.500000 Penalty: 5507.356934
	Iteration 9Q: 3 clusters Score -7899392 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7901528.000000 Penalty: 5507.356934
	Iteration 10F: 3 clusters Score -7901528 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -7904033.500000 Penalty: 5507.356934
	Iteration 11F: 3 clusters Score -7904034 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -7906932.500000 Penalty: 5507.356934
	Iteration 12F: 3 clusters Score -7906932 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7909693.500000 Penalty: 5507.356934
	Iteration 13F: 3 clusters Score -7909694 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7911976.500000 Penalty: 5507.356934
	Iteration 14Q: 3 clusters Score -7911976 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -7913734.500000 Penalty: 5507.356934
	Iteration 15Q: 3 clusters Score -7913734 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7914830.000000 Penalty: 5507.356934
	Iteration 16Q: 3 clusters Score -7914830 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7915462.500000 Penalty: 5507.356934
	Iteration 17Q: 3 clusters Score -7915462 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7915833.000000 Penalty: 5507.356934
	Iteration 18Q: 3 clusters Score -7915833 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7916046.500000 Penalty: 5507.356934
	Iteration 19Q: 3 clusters Score -7916046 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7916143.000000 Penalty: 5507.356934
	Iteration 20F: 3 clusters Score -7916143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7916239.500000 Penalty: 5507.356934
	Iteration 21Q: 3 clusters Score -7916240 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7916306.500000 Penalty: 5507.356934
	Iteration 22Q: 3 clusters Score -7916306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7916349.000000 Penalty: 5507.356934
	Iteration 23Q: 3 clusters Score -7916349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7916381.500000 Penalty: 5507.356934
	Iteration 24Q: 3 clusters Score -7916382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7916397.000000 Penalty: 5507.356934
	Iteration 25Q: 3 clusters Score -7916397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7916409.000000 Penalty: 5507.356934
	Iteration 26Q: 3 clusters Score -7916409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7916415.500000 Penalty: 5507.356934
	Iteration 27Q: 3 clusters Score -7916416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7916424.500000 Penalty: 5507.356934
	Iteration 28Q: 3 clusters Score -7916424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7916448.500000 Penalty: 5507.356934
	Iteration 29Q: 3 clusters Score -7916448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7916460.500000 Penalty: 5507.356934
	Iteration 30Q: 3 clusters Score -7916460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7916461.000000 Penalty: 5507.356934
	Iteration 31Q: 3 clusters Score -7916461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7916468.000000 Penalty: 5507.356934
	Iteration 32Q: 3 clusters Score -7916468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7916475.000000 Penalty: 5507.356934
	Iteration 33Q: 3 clusters Score -7916475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7916477.000000 Penalty: 5507.356934
	Iteration 34Q: 3 clusters Score -7916477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7916475.500000 Penalty: 5507.356934
	Iteration 35Q: 3 clusters Score -7916476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7916475.000000 Penalty: 5507.356934
	Iteration 36Q: 3 clusters Score -7916475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7916477.500000 Penalty: 5507.356934
	Iteration 37Q: 3 clusters Score -7916478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7916487.000000 Penalty: 5507.356934
	Iteration 38Q: 3 clusters Score -7916487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7916487.500000 Penalty: 5507.356934
	Iteration 39Q: 3 clusters Score -7916488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7916487.500000 Penalty: 5507.356934
	Iteration 40F: 3 clusters Score -7916488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -447830.718750 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -447830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -443975.625000 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -443975.6 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444886.000000 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -444886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -445149.718750 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -445149.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -445358.437500 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -445358.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -445546.718750 Penalty: 4111.237793
	Iteration 4F: 3 clusters Score -445546.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -445733.750000 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -445733.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -445931.531250 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -445931.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -446126.531250 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -446126.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -446361.000000 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -446361 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -446522.625000 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -446522.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -446665.000000 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -446665 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -446807.468750 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -446807.5 nChanged 121
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: -446930.843750 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -446930.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -447021.062500 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -447021.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -447095.562500 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -447095.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -447153.562500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -447153.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -447204.906250 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -447204.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -447258.031250 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -447258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -447296.687500 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -447296.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -447342.937500 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -447342.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -447412.687500 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -447412.7 nChanged 92
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: -447499.968750 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -447500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -447606.718750 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -447606.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -447746.250000 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -447746.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -447961.437500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -447961.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -448304.312500 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -448304.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -448643.250000 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -448643.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -448746.343750 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -448746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -448753.750000 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -448753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -448755.000000 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -448755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -448757.312500 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -448757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -448757.312500 Penalty: 4111.237793
	Iteration 31F: 3 clusters Score -448757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 12835 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3684 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 77563 members 
Mstep: Class 30 contains 66406 members 
Mstep: Class 31 contains 1346 members 
Mstep: Class 32 contains 9590 members 
Mstep: Class 33 contains 11056 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
Score: -45036344.000000 Penalty: 108619.007812
Splitting cluster 31 changes total score from -45036500.000000 to -45036344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (9590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Entering Unmasked Estep 
Score: -1055249.000000 Penalty: 2273.781982
	Iteration 0F: 2 clusters Score -1055249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1047877.562500 Penalty: 4547.563965
	Iteration 0F: 3 clusters Score -1047878 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1050173.625000 Penalty: 4547.563965
	Iteration 1F: 3 clusters Score -1050174 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1050552.375000 Penalty: 4547.563965
	Iteration 2F: 3 clusters Score -1050552 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1050854.750000 Penalty: 4547.563965
	Iteration 3F: 3 clusters Score -1050855 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1051103.500000 Penalty: 4547.563965
	Iteration 4Q: 3 clusters Score -1051104 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1051345.500000 Penalty: 4547.563965
	Iteration 5Q: 3 clusters Score -1051346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1051621.625000 Penalty: 4547.563965
	Iteration 6Q: 3 clusters Score -1051622 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1051899.125000 Penalty: 4547.563965
	Iteration 7Q: 3 clusters Score -1051899 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1052166.625000 Penalty: 4547.563965
	Iteration 8Q: 3 clusters Score -1052167 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1052396.125000 Penalty: 4547.563965
	Iteration 9Q: 3 clusters Score -1052396 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1052557.500000 Penalty: 4547.563965
	Iteration 10Q: 3 clusters Score -1052558 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1052683.500000 Penalty: 4547.563965
	Iteration 11Q: 3 clusters Score -1052684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1052770.000000 Penalty: 4547.563965
	Iteration 12Q: 3 clusters Score -1052770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1052825.125000 Penalty: 4547.563965
	Iteration 13Q: 3 clusters Score -1052825 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1052861.000000 Penalty: 4547.563965
	Iteration 14Q: 3 clusters Score -1052861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1052889.875000 Penalty: 4547.563965
	Iteration 15Q: 3 clusters Score -1052890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1052912.375000 Penalty: 4547.563965
	Iteration 16Q: 3 clusters Score -1052912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1052938.375000 Penalty: 4547.563965
	Iteration 17Q: 3 clusters Score -1052938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1052965.750000 Penalty: 4547.563965
	Iteration 18Q: 3 clusters Score -1052966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1052990.750000 Penalty: 4547.563965
	Iteration 19Q: 3 clusters Score -1052991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1053006.000000 Penalty: 4547.563965
	Iteration 20F: 3 clusters Score -1053006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1053018.250000 Penalty: 4547.563965
	Iteration 21Q: 3 clusters Score -1053018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1053028.875000 Penalty: 4547.563965
	Iteration 22Q: 3 clusters Score -1053029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1053035.500000 Penalty: 4547.563965
	Iteration 23Q: 3 clusters Score -1053036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1053041.625000 Penalty: 4547.563965
	Iteration 24Q: 3 clusters Score -1053042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1053043.000000 Penalty: 4547.563965
	Iteration 25Q: 3 clusters Score -1053043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1053048.875000 Penalty: 4547.563965
	Iteration 26Q: 3 clusters Score -1053049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1053053.125000 Penalty: 4547.563965
	Iteration 27Q: 3 clusters Score -1053053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1053058.000000 Penalty: 4547.563965
	Iteration 28Q: 3 clusters Score -1053058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1053063.375000 Penalty: 4547.563965
	Iteration 29Q: 3 clusters Score -1053063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1053066.875000 Penalty: 4547.563965
	Iteration 30Q: 3 clusters Score -1053067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1053073.500000 Penalty: 4547.563965
	Iteration 31Q: 3 clusters Score -1053074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1053078.500000 Penalty: 4547.563965
	Iteration 32Q: 3 clusters Score -1053078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1053083.125000 Penalty: 4547.563965
	Iteration 33Q: 3 clusters Score -1053083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1053085.875000 Penalty: 4547.563965
	Iteration 34Q: 3 clusters Score -1053086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1053090.500000 Penalty: 4547.563965
	Iteration 35Q: 3 clusters Score -1053090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1053094.125000 Penalty: 4547.563965
	Iteration 36Q: 3 clusters Score -1053094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1053102.125000 Penalty: 4547.563965
	Iteration 37Q: 3 clusters Score -1053102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1053111.250000 Penalty: 4547.563965
	Iteration 38Q: 3 clusters Score -1053111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1053118.625000 Penalty: 4547.563965
	Iteration 39Q: 3 clusters Score -1053119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1053136.375000 Penalty: 4547.563965
	Iteration 40F: 3 clusters Score -1053136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1053147.375000 Penalty: 4547.563965
	Iteration 41Q: 3 clusters Score -1053147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1053163.000000 Penalty: 4547.563965
	Iteration 42Q: 3 clusters Score -1053163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1053178.125000 Penalty: 4547.563965
	Iteration 43Q: 3 clusters Score -1053178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1053200.625000 Penalty: 4547.563965
	Iteration 44Q: 3 clusters Score -1053201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1053219.125000 Penalty: 4547.563965
	Iteration 45Q: 3 clusters Score -1053219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1053237.125000 Penalty: 4547.563965
	Iteration 46Q: 3 clusters Score -1053237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1053257.625000 Penalty: 4547.563965
	Iteration 47Q: 3 clusters Score -1053258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1053280.750000 Penalty: 4547.563965
	Iteration 48Q: 3 clusters Score -1053281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1053296.875000 Penalty: 4547.563965
	Iteration 49Q: 3 clusters Score -1053297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1053314.625000 Penalty: 4547.563965
	Iteration 50Q: 3 clusters Score -1053315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1053323.125000 Penalty: 4547.563965
	Iteration 51Q: 3 clusters Score -1053323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1053326.000000 Penalty: 4547.563965
	Iteration 52Q: 3 clusters Score -1053326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1053329.375000 Penalty: 4547.563965
	Iteration 53Q: 3 clusters Score -1053329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1053331.375000 Penalty: 4547.563965
	Iteration 54Q: 3 clusters Score -1053331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1053335.500000 Penalty: 4547.563965
	Iteration 55Q: 3 clusters Score -1053336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1053337.875000 Penalty: 4547.563965
	Iteration 56Q: 3 clusters Score -1053338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1053342.500000 Penalty: 4547.563965
	Iteration 57Q: 3 clusters Score -1053342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1053344.875000 Penalty: 4547.563965
	Iteration 58Q: 3 clusters Score -1053345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1053344.250000 Penalty: 4547.563965
	Iteration 59Q: 3 clusters Score -1053344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1053347.750000 Penalty: 4547.563965
	Iteration 60F: 3 clusters Score -1053348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1053349.125000 Penalty: 4547.563965
	Iteration 61Q: 3 clusters Score -1053349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1053350.000000 Penalty: 4547.563965
	Iteration 62Q: 3 clusters Score -1053350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1053352.375000 Penalty: 4547.563965
	Iteration 63Q: 3 clusters Score -1053352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1053355.000000 Penalty: 4547.563965
	Iteration 64Q: 3 clusters Score -1053355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1053358.000000 Penalty: 4547.563965
	Iteration 65Q: 3 clusters Score -1053358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1053361.875000 Penalty: 4547.563965
	Iteration 66Q: 3 clusters Score -1053362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1053362.250000 Penalty: 4547.563965
	Iteration 67Q: 3 clusters Score -1053362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1053364.875000 Penalty: 4547.563965
	Iteration 68Q: 3 clusters Score -1053365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1053366.125000 Penalty: 4547.563965
	Iteration 69Q: 3 clusters Score -1053366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1053367.625000 Penalty: 4547.563965
	Iteration 70Q: 3 clusters Score -1053368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1053369.375000 Penalty: 4547.563965
	Iteration 71Q: 3 clusters Score -1053369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1053370.250000 Penalty: 4547.563965
	Iteration 72Q: 3 clusters Score -1053370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1053373.500000 Penalty: 4547.563965
	Iteration 73Q: 3 clusters Score -1053374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1053372.500000 Penalty: 4547.563965
	Iteration 74Q: 3 clusters Score -1053372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1053373.250000 Penalty: 4547.563965
	Iteration 75Q: 3 clusters Score -1053373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1053376.625000 Penalty: 4547.563965
	Iteration 76Q: 3 clusters Score -1053377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1053375.625000 Penalty: 4547.563965
	Iteration 77Q: 3 clusters Score -1053376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1053376.250000 Penalty: 4547.563965
	Iteration 78Q: 3 clusters Score -1053376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1053379.625000 Penalty: 4547.563965
	Iteration 79Q: 3 clusters Score -1053380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1053379.000000 Penalty: 4547.563965
	Iteration 80F: 3 clusters Score -1053379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1053382.625000 Penalty: 4547.563965
	Iteration 81Q: 3 clusters Score -1053383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1053384.125000 Penalty: 4547.563965
	Iteration 82Q: 3 clusters Score -1053384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1053385.375000 Penalty: 4547.563965
	Iteration 83Q: 3 clusters Score -1053385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1053390.000000 Penalty: 4547.563965
	Iteration 84Q: 3 clusters Score -1053390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1053391.500000 Penalty: 4547.563965
	Iteration 85Q: 3 clusters Score -1053392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1053395.125000 Penalty: 4547.563965
	Iteration 86Q: 3 clusters Score -1053395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1053396.375000 Penalty: 4547.563965
	Iteration 87Q: 3 clusters Score -1053396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1053400.750000 Penalty: 4547.563965
	Iteration 88Q: 3 clusters Score -1053401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1053402.000000 Penalty: 4547.563965
	Iteration 89Q: 3 clusters Score -1053402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1053406.875000 Penalty: 4547.563965
	Iteration 90Q: 3 clusters Score -1053407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1053414.125000 Penalty: 4547.563965
	Iteration 91Q: 3 clusters Score -1053414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1053417.625000 Penalty: 4547.563965
	Iteration 92Q: 3 clusters Score -1053418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1053427.000000 Penalty: 4547.563965
	Iteration 93Q: 3 clusters Score -1053427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1053438.250000 Penalty: 4547.563965
	Iteration 94Q: 3 clusters Score -1053438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1053451.500000 Penalty: 4547.563965
	Iteration 95Q: 3 clusters Score -1053452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1053462.125000 Penalty: 4547.563965
	Iteration 96Q: 3 clusters Score -1053462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1053464.625000 Penalty: 4547.563965
	Iteration 97Q: 3 clusters Score -1053465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1053478.875000 Penalty: 4547.563965
	Iteration 98Q: 3 clusters Score -1053479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1053483.250000 Penalty: 4547.563965
	Iteration 99Q: 3 clusters Score -1053483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1053491.875000 Penalty: 4547.563965
	Iteration 100F: 3 clusters Score -1053492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1053500.250000 Penalty: 4547.563965
	Iteration 101Q: 3 clusters Score -1053500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1053510.750000 Penalty: 4547.563965
	Iteration 102Q: 3 clusters Score -1053511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1053517.000000 Penalty: 4547.563965
	Iteration 103Q: 3 clusters Score -1053517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1053523.375000 Penalty: 4547.563965
	Iteration 104Q: 3 clusters Score -1053523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1053525.125000 Penalty: 4547.563965
	Iteration 105Q: 3 clusters Score -1053525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1053530.375000 Penalty: 4547.563965
	Iteration 106Q: 3 clusters Score -1053530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1053534.250000 Penalty: 4547.563965
	Iteration 107Q: 3 clusters Score -1053534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1053539.375000 Penalty: 4547.563965
	Iteration 108Q: 3 clusters Score -1053539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1053541.125000 Penalty: 4547.563965
	Iteration 109Q: 3 clusters Score -1053541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1053545.250000 Penalty: 4547.563965
	Iteration 110Q: 3 clusters Score -1053545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1053547.750000 Penalty: 4547.563965
	Iteration 111Q: 3 clusters Score -1053548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1053550.125000 Penalty: 4547.563965
	Iteration 112Q: 3 clusters Score -1053550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1053551.250000 Penalty: 4547.563965
	Iteration 113Q: 3 clusters Score -1053551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1053553.250000 Penalty: 4547.563965
	Iteration 114Q: 3 clusters Score -1053553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1053554.875000 Penalty: 4547.563965
	Iteration 115Q: 3 clusters Score -1053555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1053553.500000 Penalty: 4547.563965
	Iteration 116Q: 3 clusters Score -1053554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1053556.875000 Penalty: 4547.563965
	Iteration 117Q: 3 clusters Score -1053557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1053558.250000 Penalty: 4547.563965
	Iteration 118Q: 3 clusters Score -1053558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1053556.625000 Penalty: 4547.563965
	Iteration 119Q: 3 clusters Score -1053557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1053559.000000 Penalty: 4547.563965
	Iteration 120F: 3 clusters Score -1053559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1053559.750000 Penalty: 4547.563965
	Iteration 121Q: 3 clusters Score -1053560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1053559.250000 Penalty: 4547.563965
	Iteration 122Q: 3 clusters Score -1053559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1053558.125000 Penalty: 4547.563965
	Iteration 123Q: 3 clusters Score -1053558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1053558.125000 Penalty: 4547.563965
	Iteration 124Q: 3 clusters Score -1053558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1053559.625000 Penalty: 4547.563965
	Iteration 125Q: 3 clusters Score -1053560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1053559.250000 Penalty: 4547.563965
	Iteration 126Q: 3 clusters Score -1053559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1053560.125000 Penalty: 4547.563965
	Iteration 127Q: 3 clusters Score -1053560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1053560.875000 Penalty: 4547.563965
	Iteration 128Q: 3 clusters Score -1053561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1053562.875000 Penalty: 4547.563965
	Iteration 129Q: 3 clusters Score -1053563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1053562.375000 Penalty: 4547.563965
	Iteration 130Q: 3 clusters Score -1053562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1053562.500000 Penalty: 4547.563965
	Iteration 131Q: 3 clusters Score -1053562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1053563.125000 Penalty: 4547.563965
	Iteration 132Q: 3 clusters Score -1053563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1053563.375000 Penalty: 4547.563965
	Iteration 133Q: 3 clusters Score -1053563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1053564.875000 Penalty: 4547.563965
	Iteration 134Q: 3 clusters Score -1053565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1053565.750000 Penalty: 4547.563965
	Iteration 135Q: 3 clusters Score -1053566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1053565.750000 Penalty: 4547.563965
	Iteration 136F: 3 clusters Score -1053566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -1287445.250000 Penalty: 2309.060547
	Iteration 0F: 2 clusters Score -1287445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1279113.375000 Penalty: 4618.121094
	Iteration 0F: 3 clusters Score -1279113 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1281595.750000 Penalty: 4618.121094
	Iteration 1F: 3 clusters Score -1281596 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1281965.625000 Penalty: 4618.121094
	Iteration 2F: 3 clusters Score -1281966 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1282312.000000 Penalty: 4618.121094
	Iteration 3F: 3 clusters Score -1282312 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1282700.625000 Penalty: 4618.121094
	Iteration 4F: 3 clusters Score -1282701 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1283184.625000 Penalty: 4618.121094
	Iteration 5F: 3 clusters Score -1283185 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1283723.000000 Penalty: 4618.121094
	Iteration 6F: 3 clusters Score -1283723 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1284232.500000 Penalty: 4618.121094
	Iteration 7F: 3 clusters Score -1284232 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1284661.125000 Penalty: 4618.121094
	Iteration 8F: 3 clusters Score -1284661 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1284968.750000 Penalty: 4618.121094
	Iteration 9Q: 3 clusters Score -1284969 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1285217.875000 Penalty: 4618.121094
	Iteration 10Q: 3 clusters Score -1285218 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1285399.750000 Penalty: 4618.121094
	Iteration 11Q: 3 clusters Score -1285400 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1285535.250000 Penalty: 4618.121094
	Iteration 12Q: 3 clusters Score -1285535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1285615.125000 Penalty: 4618.121094
	Iteration 13Q: 3 clusters Score -1285615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1285655.250000 Penalty: 4618.121094
	Iteration 14Q: 3 clusters Score -1285655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1285676.375000 Penalty: 4618.121094
	Iteration 15Q: 3 clusters Score -1285676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1285696.125000 Penalty: 4618.121094
	Iteration 16Q: 3 clusters Score -1285696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1285703.750000 Penalty: 4618.121094
	Iteration 17Q: 3 clusters Score -1285704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1285713.625000 Penalty: 4618.121094
	Iteration 18Q: 3 clusters Score -1285714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1285721.625000 Penalty: 4618.121094
	Iteration 19Q: 3 clusters Score -1285722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1285727.375000 Penalty: 4618.121094
	Iteration 20F: 3 clusters Score -1285727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1285729.750000 Penalty: 4618.121094
	Iteration 21Q: 3 clusters Score -1285730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1285733.750000 Penalty: 4618.121094
	Iteration 22Q: 3 clusters Score -1285734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1285738.375000 Penalty: 4618.121094
	Iteration 23Q: 3 clusters Score -1285738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1285746.125000 Penalty: 4618.121094
	Iteration 24Q: 3 clusters Score -1285746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1285749.125000 Penalty: 4618.121094
	Iteration 25Q: 3 clusters Score -1285749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1285747.000000 Penalty: 4618.121094
	Iteration 26Q: 3 clusters Score -1285747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1285749.000000 Penalty: 4618.121094
	Iteration 27Q: 3 clusters Score -1285749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1285751.125000 Penalty: 4618.121094
	Iteration 28Q: 3 clusters Score -1285751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1285751.500000 Penalty: 4618.121094
	Iteration 29Q: 3 clusters Score -1285752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1285751.375000 Penalty: 4618.121094
	Iteration 30Q: 3 clusters Score -1285751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1285753.375000 Penalty: 4618.121094
	Iteration 31Q: 3 clusters Score -1285753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1285753.625000 Penalty: 4618.121094
	Iteration 32Q: 3 clusters Score -1285754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1285755.125000 Penalty: 4618.121094
	Iteration 33Q: 3 clusters Score -1285755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1285755.375000 Penalty: 4618.121094
	Iteration 34Q: 3 clusters Score -1285755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1285756.875000 Penalty: 4618.121094
	Iteration 35Q: 3 clusters Score -1285757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1285758.000000 Penalty: 4618.121094
	Iteration 36Q: 3 clusters Score -1285758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1285755.000000 Penalty: 4618.121094
	Iteration 37Q: 3 clusters Score -1285755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1285757.125000 Penalty: 4618.121094
	Iteration 38Q: 3 clusters Score -1285757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1285755.625000 Penalty: 4618.121094
	Iteration 39Q: 3 clusters Score -1285756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1285755.750000 Penalty: 4618.121094
	Iteration 40F: 3 clusters Score -1285756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -190445.109375 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -190445.1 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 913 members 
Entering Unmasked Estep 
Score: -188036.984375 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -188037 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -188796.703125 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -188796.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -189269.406250 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -189269.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -189612.859375 Penalty: 3738.565186
	Iteration 3F: 3 clusters Score -189612.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189815.078125 Penalty: 3738.565186
	Iteration 4F: 3 clusters Score -189815.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -189915.296875 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -189915.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -189961.031250 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -189961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -189989.062500 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -189989.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -190002.531250 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -190002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -190006.000000 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -190006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -190010.296875 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -190010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -190011.453125 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -190011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190012.218750 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -190012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190012.218750 Penalty: 3738.565186
	Iteration 13F: 3 clusters Score -190012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -430582.187500 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -430582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -426851.281250 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -426851.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -427694.250000 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -427694.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -427891.500000 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -427891.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -427993.093750 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -427993.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -428066.875000 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -428066.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -428120.000000 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -428120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -428169.937500 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -428169.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -428213.093750 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -428213.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -428242.406250 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -428242.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -428275.468750 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -428275.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -428300.906250 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -428300.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -428320.781250 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -428320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -428339.906250 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -428339.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428362.125000 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -428362.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -428380.343750 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -428380.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -428401.437500 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -428401.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -428421.187500 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -428421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -428437.812500 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -428437.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428454.593750 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -428454.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -428472.500000 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -428472.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -428489.875000 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -428489.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -428513.343750 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -428513.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -428545.937500 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -428545.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -428594.718750 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -428594.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -428663.343750 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -428663.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -428808.750000 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -428808.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -429039.156250 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -429039.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -429391.218750 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -429391.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -429741.156250 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -429741.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -429959.843750 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -429959.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -430060.093750 Penalty: 4078.120117
	Iteration 30Q: 3 clusters Score -430060.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -430098.812500 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -430098.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -430115.750000 Penalty: 4078.120117
	Iteration 32Q: 3 clusters Score -430115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -430123.062500 Penalty: 4078.120117
	Iteration 33Q: 3 clusters Score -430123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -430123.687500 Penalty: 4078.120117
	Iteration 34Q: 3 clusters Score -430123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -430123.937500 Penalty: 4078.120117
	Iteration 35Q: 3 clusters Score -430123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -430123.937500 Penalty: 4078.120117
	Iteration 36F: 3 clusters Score -430123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 12835 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3684 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 77563 members 
Mstep: Class 30 contains 66406 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 9590 members 
Mstep: Class 33 contains 11056 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036504.000000 Penalty: 105424.328125
Iteration 119Q: 34 clusters Score -4.50365e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 12847 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3695 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6279 members 
Mstep: Class 29 contains 77552 members 
Mstep: Class 30 contains 66406 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 9578 members 
Mstep: Class 33 contains 11053 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036528.000000 Penalty: 105424.328125
Iteration 120F: 34 clusters Score -4.503653e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 6346 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6279 members 
Mstep: Class 29 contains 77549 members 
Mstep: Class 30 contains 66404 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 9566 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036520.000000 Penalty: 105424.328125
Iteration 121Q: 34 clusters Score -4.503652e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 12860 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6344 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 2925 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3707 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6278 members 
Mstep: Class 29 contains 77544 members 
Mstep: Class 30 contains 66402 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 9557 members 
Mstep: Class 33 contains 11036 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036556.000000 Penalty: 105424.328125
Iteration 122Q: 34 clusters Score -4.503656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12870 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6340 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3711 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6278 members 
Mstep: Class 29 contains 77542 members 
Mstep: Class 30 contains 66400 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9549 members 
Mstep: Class 33 contains 11028 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036564.000000 Penalty: 105424.328125
Iteration 123Q: 34 clusters Score -4.503656e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73146 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6338 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3715 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6278 members 
Mstep: Class 29 contains 77539 members 
Mstep: Class 30 contains 66401 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9542 members 
Mstep: Class 33 contains 11022 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036612.000000 Penalty: 105424.328125
Iteration 124Q: 34 clusters Score -4.503661e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12892 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 3707 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6277 members 
Mstep: Class 29 contains 77538 members 
Mstep: Class 30 contains 66399 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9538 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036556.000000 Penalty: 105424.328125
Iteration 125Q: 34 clusters Score -4.503656e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 4177 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 4051 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 77530 members 
Mstep: Class 30 contains 66397 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9532 members 
Mstep: Class 33 contains 11010 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036524.000000 Penalty: 105424.328125
Iteration 126Q: 34 clusters Score -4.503652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11283 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12914 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12010 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6270 members 
Mstep: Class 29 contains 77527 members 
Mstep: Class 30 contains 66395 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9531 members 
Mstep: Class 33 contains 11008 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036492.000000 Penalty: 105424.328125
Iteration 127Q: 34 clusters Score -4.503649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11283 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12920 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3712 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6268 members 
Mstep: Class 29 contains 77522 members 
Mstep: Class 30 contains 66394 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9524 members 
Mstep: Class 33 contains 10998 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036496.000000 Penalty: 105424.328125
Iteration 128Q: 34 clusters Score -4.50365e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11282 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 2228 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12934 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 12009 members 
Mstep: Class 25 contains 3721 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6266 members 
Mstep: Class 29 contains 77511 members 
Mstep: Class 30 contains 66392 members 
Mstep: Class 31 contains 3978 members 
Mstep: Class 32 contains 9515 members 
Mstep: Class 33 contains 10991 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036516.000000 Penalty: 105424.328125
Iteration 129Q: 34 clusters Score -4.503652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11279 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 2231 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12952 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 4051 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12009 members 
Mstep: Class 25 contains 3723 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 77501 members 
Mstep: Class 30 contains 66394 members 
Mstep: Class 31 contains 3976 members 
Mstep: Class 32 contains 9501 members 
Mstep: Class 33 contains 10986 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036620.000000 Penalty: 105424.328125
Iteration 130Q: 34 clusters Score -4.503662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2235 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12967 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12009 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 77491 members 
Mstep: Class 30 contains 66396 members 
Mstep: Class 31 contains 3973 members 
Mstep: Class 32 contains 9483 members 
Mstep: Class 33 contains 10986 members 
Mstep: Class 34 contains 1860 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036556.000000 Penalty: 105424.328125
Iteration 131Q: 34 clusters Score -4.503656e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11277 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12980 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7140 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12009 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6262 members 
Mstep: Class 29 contains 77484 members 
Mstep: Class 30 contains 66393 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9466 members 
Mstep: Class 33 contains 10984 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036480.000000 Penalty: 105424.328125
Iteration 132Q: 34 clusters Score -4.503648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12989 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3729 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 77476 members 
Mstep: Class 30 contains 66395 members 
Mstep: Class 31 contains 3973 members 
Mstep: Class 32 contains 9453 members 
Mstep: Class 33 contains 10981 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036512.000000 Penalty: 105424.328125
Iteration 133Q: 34 clusters Score -4.503651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 12998 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73145 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3731 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77470 members 
Mstep: Class 30 contains 66392 members 
Mstep: Class 31 contains 3974 members 
Mstep: Class 32 contains 9450 members 
Mstep: Class 33 contains 10978 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036520.000000 Penalty: 105424.328125
Iteration 134Q: 34 clusters Score -4.503652e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11277 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13004 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7183 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2654 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77462 members 
Mstep: Class 30 contains 66386 members 
Mstep: Class 31 contains 3973 members 
Mstep: Class 32 contains 9440 members 
Mstep: Class 33 contains 10978 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036548.000000 Penalty: 105424.328125
Iteration 135Q: 34 clusters Score -4.503655e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11276 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2244 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13013 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3736 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77455 members 
Mstep: Class 30 contains 66385 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9429 members 
Mstep: Class 33 contains 10978 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036508.000000 Penalty: 105424.328125
Iteration 136Q: 34 clusters Score -4.503651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11275 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 3737 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77455 members 
Mstep: Class 30 contains 66381 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9420 members 
Mstep: Class 33 contains 10977 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036564.000000 Penalty: 105424.328125
Iteration 137Q: 34 clusters Score -4.503656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7214 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77451 members 
Mstep: Class 30 contains 66378 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9413 members 
Mstep: Class 33 contains 10977 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036584.000000 Penalty: 105424.328125
Iteration 138Q: 34 clusters Score -4.503658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77451 members 
Mstep: Class 30 contains 66372 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9407 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036572.000000 Penalty: 105424.328125
Iteration 139Q: 34 clusters Score -4.503657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7235 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77450 members 
Mstep: Class 30 contains 66367 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9401 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036640.000000 Penalty: 105424.328125
Iteration 140F: 34 clusters Score -4.503664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66364 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9395 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036644.000000 Penalty: 105424.328125
Iteration 141Q: 34 clusters Score -4.503664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66365 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9388 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036636.000000 Penalty: 105424.328125
Iteration 142Q: 34 clusters Score -4.503664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66367 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9382 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036628.000000 Penalty: 105424.328125
Iteration 143Q: 34 clusters Score -4.503663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66366 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9378 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036608.000000 Penalty: 105424.328125
Iteration 144Q: 34 clusters Score -4.503661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66361 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9373 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036620.000000 Penalty: 105424.328125
Iteration 145Q: 34 clusters Score -4.503662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7285 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66358 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9371 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036632.000000 Penalty: 105424.328125
Iteration 146Q: 34 clusters Score -4.503663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66360 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9362 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036640.000000 Penalty: 105424.328125
Iteration 147Q: 34 clusters Score -4.503664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66357 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9363 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036612.000000 Penalty: 105424.328125
Iteration 148Q: 34 clusters Score -4.503661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66354 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9363 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036640.000000 Penalty: 105424.328125
Iteration 149Q: 34 clusters Score -4.503664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7314 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66349 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9359 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036640.000000 Penalty: 105424.328125
Iteration 150Q: 34 clusters Score -4.503664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66346 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9356 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036640.000000 Penalty: 105424.328125
Iteration 151Q: 34 clusters Score -4.503664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66348 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9352 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036648.000000 Penalty: 105424.328125
Iteration 152Q: 34 clusters Score -4.503665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7337 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66343 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9350 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036680.000000 Penalty: 105424.328125
Iteration 153Q: 34 clusters Score -4.503668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66338 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9343 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036660.000000 Penalty: 105424.328125
Iteration 154Q: 34 clusters Score -4.503666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66337 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9333 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036680.000000 Penalty: 105424.328125
Iteration 155Q: 34 clusters Score -4.503668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66333 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9324 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 156Q: 34 clusters Score -4.50367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66333 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9311 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036684.000000 Penalty: 105424.328125
Iteration 157Q: 34 clusters Score -4.503668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66332 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9298 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036720.000000 Penalty: 105424.328125
Iteration 158Q: 34 clusters Score -4.503672e+07 nChanged 23
Entering ConstructFrom: 
Score: -45036720.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -256621.750000 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -256621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -253805.312500 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -253805.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -254360.234375 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -254360.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -254529.281250 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -254529.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -254615.859375 Penalty: 3838.506104
	Iteration 3Q: 3 clusters Score -254615.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254671.062500 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -254671.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254718.109375 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -254718.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -254760.171875 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -254760.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254798.156250 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -254798.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -254843.343750 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -254843.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -254891.593750 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -254891.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -254937.953125 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -254938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255002.625000 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -255002.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -255064.796875 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -255064.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -255131.140625 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -255131.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -255186.171875 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -255186.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255236.062500 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -255236.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -255272.765625 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -255272.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -255298.734375 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -255298.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -255315.265625 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -255315.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -255334.375000 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -255334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -255348.015625 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -255348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -255351.593750 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -255351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -255353.921875 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -255353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -255356.328125 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -255356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -255363.046875 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -255363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255370.078125 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -255370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255373.343750 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -255373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255374.765625 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -255374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255378.656250 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -255378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -255382.046875 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -255382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -255385.843750 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -255385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -255391.625000 Penalty: 3838.506104
	Iteration 31Q: 3 clusters Score -255391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -255394.843750 Penalty: 3838.506104
	Iteration 32Q: 3 clusters Score -255394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -255402.218750 Penalty: 3838.506104
	Iteration 33Q: 3 clusters Score -255402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -255403.171875 Penalty: 3838.506104
	Iteration 34Q: 3 clusters Score -255403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -255404.562500 Penalty: 3838.506104
	Iteration 35Q: 3 clusters Score -255404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255406.390625 Penalty: 3838.506104
	Iteration 36Q: 3 clusters Score -255406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -255409.171875 Penalty: 3838.506104
	Iteration 37Q: 3 clusters Score -255409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -255410.937500 Penalty: 3838.506104
	Iteration 38Q: 3 clusters Score -255410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -255411.953125 Penalty: 3838.506104
	Iteration 39Q: 3 clusters Score -255412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -255412.718750 Penalty: 3838.506104
	Iteration 40F: 3 clusters Score -255412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255416.406250 Penalty: 3838.506104
	Iteration 41Q: 3 clusters Score -255416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -255421.750000 Penalty: 3838.506104
	Iteration 42Q: 3 clusters Score -255421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -255424.734375 Penalty: 3838.506104
	Iteration 43Q: 3 clusters Score -255424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -255425.437500 Penalty: 3838.506104
	Iteration 44Q: 3 clusters Score -255425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -255425.437500 Penalty: 3838.506104
	Iteration 45F: 3 clusters Score -255425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1392225.875000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1392226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1383614.000000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1383614 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1386201.000000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1386201 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1386664.375000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1386664 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1387141.125000 Penalty: 4638.899902
	Iteration 3F: 3 clusters Score -1387141 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1387617.000000 Penalty: 4638.899902
	Iteration 4F: 3 clusters Score -1387617 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1388134.500000 Penalty: 4638.899902
	Iteration 5F: 3 clusters Score -1388134 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1388601.625000 Penalty: 4638.899902
	Iteration 6F: 3 clusters Score -1388602 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1389030.375000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1389030 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1389365.625000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1389366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1389601.875000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1389602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1389759.000000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1389759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1389863.500000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1389864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1389942.875000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1389943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1390005.875000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1390006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1390041.375000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1390041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1390066.375000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1390066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1390093.125000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1390093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1390115.375000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1390115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1390133.875000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1390134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1390142.625000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1390143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1390150.625000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1390151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1390155.375000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1390155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1390158.125000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1390158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1390158.250000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1390158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1390163.125000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1390163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1390165.750000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1390166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1390165.625000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1390166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1390165.125000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1390165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1390165.125000 Penalty: 4638.899902
	Iteration 28F: 3 clusters Score -1390165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -878126.625000 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -878126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -872002.500000 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -872002.5 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -873675.312500 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -873675.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -874027.562500 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -874027.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -874378.312500 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -874378.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -874749.875000 Penalty: 4429.590820
	Iteration 4F: 3 clusters Score -874749.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -875133.125000 Penalty: 4429.590820
	Iteration 5F: 3 clusters Score -875133.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -875457.625000 Penalty: 4429.590820
	Iteration 6F: 3 clusters Score -875457.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -875683.500000 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -875683.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -875838.437500 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -875838.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -875964.687500 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -875964.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -876046.812500 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -876046.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -876103.875000 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -876103.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -876137.000000 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -876137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -876157.125000 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -876157.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -876174.125000 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -876174.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -876183.875000 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -876183.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -876196.125000 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -876196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -876201.937500 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -876201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -876206.750000 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -876206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -876209.500000 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -876209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -876210.812500 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -876210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -876213.187500 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -876213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -876217.250000 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -876217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -876223.000000 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -876223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -876228.500000 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -876228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -876236.625000 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -876236.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -876242.312500 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -876242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -876248.625000 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -876248.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -876256.062500 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -876256.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -876260.875000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -876260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -876265.500000 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -876265.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -876269.187500 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -876269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -876275.062500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -876275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -876274.750000 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -876274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -876276.187500 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -876276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -876277.812500 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -876277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -876279.250000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -876279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -876277.937500 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -876277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -876280.000000 Penalty: 4429.590820
	Iteration 38Q: 3 clusters Score -876280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -876280.125000 Penalty: 4429.590820
	Iteration 39Q: 3 clusters Score -876280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -876281.750000 Penalty: 4429.590820
	Iteration 40F: 3 clusters Score -876281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1706187.500000 Penalty: 2372.450928
	Iteration 0F: 2 clusters Score -1706188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1695838.250000 Penalty: 4744.901855
	Iteration 0F: 3 clusters Score -1695838 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1698993.375000 Penalty: 4744.901855
	Iteration 1F: 3 clusters Score -1698993 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1699298.750000 Penalty: 4744.901855
	Iteration 2F: 3 clusters Score -1699299 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1699517.250000 Penalty: 4744.901855
	Iteration 3Q: 3 clusters Score -1699517 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1699682.500000 Penalty: 4744.901855
	Iteration 4Q: 3 clusters Score -1699682 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1699828.875000 Penalty: 4744.901855
	Iteration 5Q: 3 clusters Score -1699829 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1699975.125000 Penalty: 4744.901855
	Iteration 6Q: 3 clusters Score -1699975 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1700138.375000 Penalty: 4744.901855
	Iteration 7Q: 3 clusters Score -1700138 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1700301.125000 Penalty: 4744.901855
	Iteration 8Q: 3 clusters Score -1700301 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1700488.250000 Penalty: 4744.901855
	Iteration 9Q: 3 clusters Score -1700488 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1700751.625000 Penalty: 4744.901855
	Iteration 10Q: 3 clusters Score -1700752 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1701076.625000 Penalty: 4744.901855
	Iteration 11Q: 3 clusters Score -1701077 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1701498.875000 Penalty: 4744.901855
	Iteration 12Q: 3 clusters Score -1701499 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1701936.375000 Penalty: 4744.901855
	Iteration 13Q: 3 clusters Score -1701936 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1702405.875000 Penalty: 4744.901855
	Iteration 14Q: 3 clusters Score -1702406 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1702846.125000 Penalty: 4744.901855
	Iteration 15Q: 3 clusters Score -1702846 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1703250.125000 Penalty: 4744.901855
	Iteration 16Q: 3 clusters Score -1703250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1703530.250000 Penalty: 4744.901855
	Iteration 17Q: 3 clusters Score -1703530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1703701.250000 Penalty: 4744.901855
	Iteration 18Q: 3 clusters Score -1703701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1703808.375000 Penalty: 4744.901855
	Iteration 19Q: 3 clusters Score -1703808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1703891.000000 Penalty: 4744.901855
	Iteration 20F: 3 clusters Score -1703891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1703945.125000 Penalty: 4744.901855
	Iteration 21Q: 3 clusters Score -1703945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1703995.250000 Penalty: 4744.901855
	Iteration 22Q: 3 clusters Score -1703995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1704035.125000 Penalty: 4744.901855
	Iteration 23Q: 3 clusters Score -1704035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1704054.125000 Penalty: 4744.901855
	Iteration 24Q: 3 clusters Score -1704054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1704077.625000 Penalty: 4744.901855
	Iteration 25Q: 3 clusters Score -1704078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1704091.125000 Penalty: 4744.901855
	Iteration 26Q: 3 clusters Score -1704091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1704097.000000 Penalty: 4744.901855
	Iteration 27Q: 3 clusters Score -1704097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1704111.375000 Penalty: 4744.901855
	Iteration 28Q: 3 clusters Score -1704111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1704119.500000 Penalty: 4744.901855
	Iteration 29Q: 3 clusters Score -1704120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1704121.750000 Penalty: 4744.901855
	Iteration 30Q: 3 clusters Score -1704122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1704121.500000 Penalty: 4744.901855
	Iteration 31Q: 3 clusters Score -1704122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1704127.250000 Penalty: 4744.901855
	Iteration 32Q: 3 clusters Score -1704127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1704126.375000 Penalty: 4744.901855
	Iteration 33Q: 3 clusters Score -1704126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1704129.500000 Penalty: 4744.901855
	Iteration 34Q: 3 clusters Score -1704130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1704129.500000 Penalty: 4744.901855
	Iteration 35F: 3 clusters Score -1704130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1322434.625000 Penalty: 2313.903076
	Iteration 0F: 2 clusters Score -1322435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1313928.625000 Penalty: 4627.806152
	Iteration 0F: 3 clusters Score -1313929 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1316592.875000 Penalty: 4627.806152
	Iteration 1F: 3 clusters Score -1316593 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1316917.625000 Penalty: 4627.806152
	Iteration 2F: 3 clusters Score -1316918 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1317115.250000 Penalty: 4627.806152
	Iteration 3Q: 3 clusters Score -1317115 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1317254.125000 Penalty: 4627.806152
	Iteration 4Q: 3 clusters Score -1317254 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1317365.875000 Penalty: 4627.806152
	Iteration 5Q: 3 clusters Score -1317366 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1317458.000000 Penalty: 4627.806152
	Iteration 6Q: 3 clusters Score -1317458 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1317541.625000 Penalty: 4627.806152
	Iteration 7Q: 3 clusters Score -1317542 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1317631.375000 Penalty: 4627.806152
	Iteration 8Q: 3 clusters Score -1317631 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1317719.750000 Penalty: 4627.806152
	Iteration 9Q: 3 clusters Score -1317720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1317816.250000 Penalty: 4627.806152
	Iteration 10Q: 3 clusters Score -1317816 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1317911.625000 Penalty: 4627.806152
	Iteration 11Q: 3 clusters Score -1317912 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1317998.875000 Penalty: 4627.806152
	Iteration 12Q: 3 clusters Score -1317999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1318107.750000 Penalty: 4627.806152
	Iteration 13Q: 3 clusters Score -1318108 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1318235.250000 Penalty: 4627.806152
	Iteration 14Q: 3 clusters Score -1318235 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1318394.625000 Penalty: 4627.806152
	Iteration 15Q: 3 clusters Score -1318395 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1318634.625000 Penalty: 4627.806152
	Iteration 16Q: 3 clusters Score -1318635 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1318951.625000 Penalty: 4627.806152
	Iteration 17Q: 3 clusters Score -1318952 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1319351.250000 Penalty: 4627.806152
	Iteration 18Q: 3 clusters Score -1319351 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1319751.250000 Penalty: 4627.806152
	Iteration 19Q: 3 clusters Score -1319751 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1320093.000000 Penalty: 4627.806152
	Iteration 20F: 3 clusters Score -1320093 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1320430.750000 Penalty: 4627.806152
	Iteration 21Q: 3 clusters Score -1320431 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1320778.125000 Penalty: 4627.806152
	Iteration 22Q: 3 clusters Score -1320778 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1321054.125000 Penalty: 4627.806152
	Iteration 23Q: 3 clusters Score -1321054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1321230.500000 Penalty: 4627.806152
	Iteration 24Q: 3 clusters Score -1321230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1321310.500000 Penalty: 4627.806152
	Iteration 25Q: 3 clusters Score -1321310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1321357.125000 Penalty: 4627.806152
	Iteration 26Q: 3 clusters Score -1321357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1321385.000000 Penalty: 4627.806152
	Iteration 27Q: 3 clusters Score -1321385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1321399.750000 Penalty: 4627.806152
	Iteration 28Q: 3 clusters Score -1321400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1321410.250000 Penalty: 4627.806152
	Iteration 29Q: 3 clusters Score -1321410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1321416.125000 Penalty: 4627.806152
	Iteration 30Q: 3 clusters Score -1321416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1321426.750000 Penalty: 4627.806152
	Iteration 31Q: 3 clusters Score -1321427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1321431.625000 Penalty: 4627.806152
	Iteration 32Q: 3 clusters Score -1321432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1321434.125000 Penalty: 4627.806152
	Iteration 33Q: 3 clusters Score -1321434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1321438.125000 Penalty: 4627.806152
	Iteration 34Q: 3 clusters Score -1321438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1321439.750000 Penalty: 4627.806152
	Iteration 35Q: 3 clusters Score -1321440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1321439.750000 Penalty: 4627.806152
	Iteration 36F: 3 clusters Score -1321440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -651876.625000 Penalty: 2140.502441
	Iteration 0F: 2 clusters Score -651876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -647009.750000 Penalty: 4281.004883
	Iteration 0F: 3 clusters Score -647009.8 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -648240.125000 Penalty: 4281.004883
	Iteration 1F: 3 clusters Score -648240.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -648466.000000 Penalty: 4281.004883
	Iteration 2F: 3 clusters Score -648466 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -648587.062500 Penalty: 4281.004883
	Iteration 3Q: 3 clusters Score -648587.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -648670.875000 Penalty: 4281.004883
	Iteration 4Q: 3 clusters Score -648670.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -648746.375000 Penalty: 4281.004883
	Iteration 5Q: 3 clusters Score -648746.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -648807.500000 Penalty: 4281.004883
	Iteration 6Q: 3 clusters Score -648807.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -648863.250000 Penalty: 4281.004883
	Iteration 7Q: 3 clusters Score -648863.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -648914.250000 Penalty: 4281.004883
	Iteration 8Q: 3 clusters Score -648914.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -648965.812500 Penalty: 4281.004883
	Iteration 9Q: 3 clusters Score -648965.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -649012.812500 Penalty: 4281.004883
	Iteration 10Q: 3 clusters Score -649012.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -649065.187500 Penalty: 4281.004883
	Iteration 11Q: 3 clusters Score -649065.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -649118.812500 Penalty: 4281.004883
	Iteration 12Q: 3 clusters Score -649118.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -649180.000000 Penalty: 4281.004883
	Iteration 13Q: 3 clusters Score -649180 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -649239.562500 Penalty: 4281.004883
	Iteration 14Q: 3 clusters Score -649239.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -649295.687500 Penalty: 4281.004883
	Iteration 15Q: 3 clusters Score -649295.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -649346.562500 Penalty: 4281.004883
	Iteration 16Q: 3 clusters Score -649346.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -649409.937500 Penalty: 4281.004883
	Iteration 17Q: 3 clusters Score -649409.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -649469.625000 Penalty: 4281.004883
	Iteration 18Q: 3 clusters Score -649469.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -649527.812500 Penalty: 4281.004883
	Iteration 19Q: 3 clusters Score -649527.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -649576.437500 Penalty: 4281.004883
	Iteration 20F: 3 clusters Score -649576.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -649618.250000 Penalty: 4281.004883
	Iteration 21Q: 3 clusters Score -649618.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -649680.250000 Penalty: 4281.004883
	Iteration 22Q: 3 clusters Score -649680.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -649751.875000 Penalty: 4281.004883
	Iteration 23Q: 3 clusters Score -649751.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -649813.937500 Penalty: 4281.004883
	Iteration 24Q: 3 clusters Score -649813.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -649867.062500 Penalty: 4281.004883
	Iteration 25Q: 3 clusters Score -649867.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -649908.687500 Penalty: 4281.004883
	Iteration 26Q: 3 clusters Score -649908.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -649947.437500 Penalty: 4281.004883
	Iteration 27Q: 3 clusters Score -649947.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -649983.062500 Penalty: 4281.004883
	Iteration 28Q: 3 clusters Score -649983.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -650012.187500 Penalty: 4281.004883
	Iteration 29Q: 3 clusters Score -650012.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -650047.312500 Penalty: 4281.004883
	Iteration 30Q: 3 clusters Score -650047.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -650071.125000 Penalty: 4281.004883
	Iteration 31Q: 3 clusters Score -650071.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -650094.062500 Penalty: 4281.004883
	Iteration 32Q: 3 clusters Score -650094.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -650113.687500 Penalty: 4281.004883
	Iteration 33Q: 3 clusters Score -650113.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -650126.500000 Penalty: 4281.004883
	Iteration 34Q: 3 clusters Score -650126.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -650139.125000 Penalty: 4281.004883
	Iteration 35Q: 3 clusters Score -650139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -650148.000000 Penalty: 4281.004883
	Iteration 36Q: 3 clusters Score -650148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -650155.437500 Penalty: 4281.004883
	Iteration 37Q: 3 clusters Score -650155.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -650161.562500 Penalty: 4281.004883
	Iteration 38Q: 3 clusters Score -650161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -650163.562500 Penalty: 4281.004883
	Iteration 39Q: 3 clusters Score -650163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -650165.125000 Penalty: 4281.004883
	Iteration 40F: 3 clusters Score -650165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -650166.187500 Penalty: 4281.004883
	Iteration 41Q: 3 clusters Score -650166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -650166.375000 Penalty: 4281.004883
	Iteration 42Q: 3 clusters Score -650166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -650169.625000 Penalty: 4281.004883
	Iteration 43Q: 3 clusters Score -650169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -650171.312500 Penalty: 4281.004883
	Iteration 44Q: 3 clusters Score -650171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -650172.562500 Penalty: 4281.004883
	Iteration 45Q: 3 clusters Score -650172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -650175.187500 Penalty: 4281.004883
	Iteration 46Q: 3 clusters Score -650175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -650176.937500 Penalty: 4281.004883
	Iteration 47Q: 3 clusters Score -650176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -650178.875000 Penalty: 4281.004883
	Iteration 48Q: 3 clusters Score -650178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -650179.750000 Penalty: 4281.004883
	Iteration 49Q: 3 clusters Score -650179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -650179.750000 Penalty: 4281.004883
	Iteration 50F: 3 clusters Score -650179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -229624.296875 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -229624.3 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 1147 members 
Entering Unmasked Estep 
Score: -226863.531250 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -226863.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -227497.968750 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -227498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -227780.437500 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -227780.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -227967.343750 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -227967.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -228081.359375 Penalty: 3828.247314
	Iteration 4F: 3 clusters Score -228081.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228160.046875 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -228160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228198.453125 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -228198.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -228227.265625 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -228227.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -228255.531250 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -228255.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228277.187500 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -228277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -228292.937500 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -228292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -228313.625000 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -228313.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228325.218750 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -228325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228336.921875 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -228336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228352.593750 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -228352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228370.265625 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -228370.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228390.093750 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -228390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -228423.968750 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -228424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228477.609375 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -228477.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -228526.968750 Penalty: 3828.247314
	Iteration 19Q: 3 clusters Score -228527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -228576.968750 Penalty: 3828.247314
	Iteration 20F: 3 clusters Score -228577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -228619.156250 Penalty: 3828.247314
	Iteration 21Q: 3 clusters Score -228619.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228643.218750 Penalty: 3828.247314
	Iteration 22Q: 3 clusters Score -228643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228655.812500 Penalty: 3828.247314
	Iteration 23Q: 3 clusters Score -228655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228673.156250 Penalty: 3828.247314
	Iteration 24Q: 3 clusters Score -228673.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -228696.406250 Penalty: 3828.247314
	Iteration 25Q: 3 clusters Score -228696.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -228721.734375 Penalty: 3828.247314
	Iteration 26Q: 3 clusters Score -228721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -228738.500000 Penalty: 3828.247314
	Iteration 27Q: 3 clusters Score -228738.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -228747.031250 Penalty: 3828.247314
	Iteration 28Q: 3 clusters Score -228747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -228756.109375 Penalty: 3828.247314
	Iteration 29Q: 3 clusters Score -228756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228761.406250 Penalty: 3828.247314
	Iteration 30Q: 3 clusters Score -228761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228765.734375 Penalty: 3828.247314
	Iteration 31Q: 3 clusters Score -228765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228766.578125 Penalty: 3828.247314
	Iteration 32Q: 3 clusters Score -228766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -228767.921875 Penalty: 3828.247314
	Iteration 33Q: 3 clusters Score -228767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -228770.281250 Penalty: 3828.247314
	Iteration 34Q: 3 clusters Score -228770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -228772.656250 Penalty: 3828.247314
	Iteration 35Q: 3 clusters Score -228772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228774.578125 Penalty: 3828.247314
	Iteration 36Q: 3 clusters Score -228774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -228775.312500 Penalty: 3828.247314
	Iteration 37Q: 3 clusters Score -228775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -228775.531250 Penalty: 3828.247314
	Iteration 38Q: 3 clusters Score -228775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228775.859375 Penalty: 3828.247314
	Iteration 39Q: 3 clusters Score -228775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -228776.093750 Penalty: 3828.247314
	Iteration 40F: 3 clusters Score -228776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -468410.156250 Penalty: 2062.927002
	Iteration 0F: 2 clusters Score -468410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -464503.218750 Penalty: 4125.854004
	Iteration 0F: 3 clusters Score -464503.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -465436.625000 Penalty: 4125.854004
	Iteration 1F: 3 clusters Score -465436.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -465624.281250 Penalty: 4125.854004
	Iteration 2F: 3 clusters Score -465624.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -465750.125000 Penalty: 4125.854004
	Iteration 3Q: 3 clusters Score -465750.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -465840.937500 Penalty: 4125.854004
	Iteration 4Q: 3 clusters Score -465840.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -465906.656250 Penalty: 4125.854004
	Iteration 5Q: 3 clusters Score -465906.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -465963.156250 Penalty: 4125.854004
	Iteration 6Q: 3 clusters Score -465963.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -466024.218750 Penalty: 4125.854004
	Iteration 7Q: 3 clusters Score -466024.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -466067.500000 Penalty: 4125.854004
	Iteration 8Q: 3 clusters Score -466067.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -466094.000000 Penalty: 4125.854004
	Iteration 9Q: 3 clusters Score -466094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -466117.187500 Penalty: 4125.854004
	Iteration 10Q: 3 clusters Score -466117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -466138.531250 Penalty: 4125.854004
	Iteration 11Q: 3 clusters Score -466138.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -466154.250000 Penalty: 4125.854004
	Iteration 12Q: 3 clusters Score -466154.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -466174.406250 Penalty: 4125.854004
	Iteration 13Q: 3 clusters Score -466174.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -466190.031250 Penalty: 4125.854004
	Iteration 14Q: 3 clusters Score -466190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -466204.812500 Penalty: 4125.854004
	Iteration 15Q: 3 clusters Score -466204.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -466220.687500 Penalty: 4125.854004
	Iteration 16Q: 3 clusters Score -466220.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -466238.625000 Penalty: 4125.854004
	Iteration 17Q: 3 clusters Score -466238.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -466259.500000 Penalty: 4125.854004
	Iteration 18Q: 3 clusters Score -466259.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -466274.687500 Penalty: 4125.854004
	Iteration 19Q: 3 clusters Score -466274.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -466287.250000 Penalty: 4125.854004
	Iteration 20F: 3 clusters Score -466287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -466301.687500 Penalty: 4125.854004
	Iteration 21Q: 3 clusters Score -466301.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -466311.062500 Penalty: 4125.854004
	Iteration 22Q: 3 clusters Score -466311.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -466321.812500 Penalty: 4125.854004
	Iteration 23Q: 3 clusters Score -466321.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -466334.437500 Penalty: 4125.854004
	Iteration 24Q: 3 clusters Score -466334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -466345.281250 Penalty: 4125.854004
	Iteration 25Q: 3 clusters Score -466345.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -466353.718750 Penalty: 4125.854004
	Iteration 26Q: 3 clusters Score -466353.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -466366.125000 Penalty: 4125.854004
	Iteration 27Q: 3 clusters Score -466366.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -466378.343750 Penalty: 4125.854004
	Iteration 28Q: 3 clusters Score -466378.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -466390.062500 Penalty: 4125.854004
	Iteration 29Q: 3 clusters Score -466390.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -466400.843750 Penalty: 4125.854004
	Iteration 30Q: 3 clusters Score -466400.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -466415.125000 Penalty: 4125.854004
	Iteration 31Q: 3 clusters Score -466415.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -466426.156250 Penalty: 4125.854004
	Iteration 32Q: 3 clusters Score -466426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -466434.625000 Penalty: 4125.854004
	Iteration 33Q: 3 clusters Score -466434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -466443.750000 Penalty: 4125.854004
	Iteration 34Q: 3 clusters Score -466443.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -466454.375000 Penalty: 4125.854004
	Iteration 35Q: 3 clusters Score -466454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -466465.656250 Penalty: 4125.854004
	Iteration 36Q: 3 clusters Score -466465.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -466482.281250 Penalty: 4125.854004
	Iteration 37Q: 3 clusters Score -466482.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -466501.156250 Penalty: 4125.854004
	Iteration 38Q: 3 clusters Score -466501.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -466519.437500 Penalty: 4125.854004
	Iteration 39Q: 3 clusters Score -466519.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -466536.093750 Penalty: 4125.854004
	Iteration 40F: 3 clusters Score -466536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -466547.781250 Penalty: 4125.854004
	Iteration 41Q: 3 clusters Score -466547.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -466556.000000 Penalty: 4125.854004
	Iteration 42Q: 3 clusters Score -466556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -466561.562500 Penalty: 4125.854004
	Iteration 43Q: 3 clusters Score -466561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -466566.406250 Penalty: 4125.854004
	Iteration 44Q: 3 clusters Score -466566.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -466570.125000 Penalty: 4125.854004
	Iteration 45Q: 3 clusters Score -466570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -466573.125000 Penalty: 4125.854004
	Iteration 46Q: 3 clusters Score -466573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -466575.187500 Penalty: 4125.854004
	Iteration 47Q: 3 clusters Score -466575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -466578.750000 Penalty: 4125.854004
	Iteration 48Q: 3 clusters Score -466578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -466580.625000 Penalty: 4125.854004
	Iteration 49Q: 3 clusters Score -466580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -466582.750000 Penalty: 4125.854004
	Iteration 50Q: 3 clusters Score -466582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -466583.593750 Penalty: 4125.854004
	Iteration 51Q: 3 clusters Score -466583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -466585.312500 Penalty: 4125.854004
	Iteration 52Q: 3 clusters Score -466585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -466585.343750 Penalty: 4125.854004
	Iteration 53Q: 3 clusters Score -466585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -466587.531250 Penalty: 4125.854004
	Iteration 54Q: 3 clusters Score -466587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -466589.406250 Penalty: 4125.854004
	Iteration 55Q: 3 clusters Score -466589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -466589.093750 Penalty: 4125.854004
	Iteration 56Q: 3 clusters Score -466589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -466590.250000 Penalty: 4125.854004
	Iteration 57Q: 3 clusters Score -466590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -466590.343750 Penalty: 4125.854004
	Iteration 58Q: 3 clusters Score -466590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -466590.500000 Penalty: 4125.854004
	Iteration 59Q: 3 clusters Score -466590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -466590.500000 Penalty: 4125.854004
	Iteration 60F: 3 clusters Score -466590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -475747.250000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -475747.2 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 2134 members 
Entering Unmasked Estep 
Score: -471705.812500 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -471705.8 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -472665.812500 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -472665.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472919.812500 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -472919.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -473098.750000 Penalty: 4140.992188
	Iteration 3F: 3 clusters Score -473098.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473238.125000 Penalty: 4140.992188
	Iteration 4Q: 3 clusters Score -473238.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -473382.000000 Penalty: 4140.992188
	Iteration 5Q: 3 clusters Score -473382 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -473504.218750 Penalty: 4140.992188
	Iteration 6Q: 3 clusters Score -473504.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -473626.500000 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -473626.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473733.625000 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -473733.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -473810.750000 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -473810.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -473871.656250 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -473871.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -473917.531250 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -473917.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -473963.343750 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -473963.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -474006.250000 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -474006.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -474040.031250 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -474040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -474066.812500 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -474066.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -474088.250000 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -474088.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -474108.593750 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -474108.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -474129.312500 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -474129.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -474153.812500 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -474153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -474173.093750 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -474173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -474184.593750 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -474184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -474195.406250 Penalty: 4140.992188
	Iteration 22Q: 3 clusters Score -474195.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -474204.750000 Penalty: 4140.992188
	Iteration 23Q: 3 clusters Score -474204.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -474210.250000 Penalty: 4140.992188
	Iteration 24Q: 3 clusters Score -474210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -474215.750000 Penalty: 4140.992188
	Iteration 25Q: 3 clusters Score -474215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -474223.031250 Penalty: 4140.992188
	Iteration 26Q: 3 clusters Score -474223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -474230.875000 Penalty: 4140.992188
	Iteration 27Q: 3 clusters Score -474230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -474237.500000 Penalty: 4140.992188
	Iteration 28Q: 3 clusters Score -474237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -474246.031250 Penalty: 4140.992188
	Iteration 29Q: 3 clusters Score -474246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -474252.593750 Penalty: 4140.992188
	Iteration 30Q: 3 clusters Score -474252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -474257.062500 Penalty: 4140.992188
	Iteration 31Q: 3 clusters Score -474257.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -474263.687500 Penalty: 4140.992188
	Iteration 32Q: 3 clusters Score -474263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -474267.062500 Penalty: 4140.992188
	Iteration 33Q: 3 clusters Score -474267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -474273.843750 Penalty: 4140.992188
	Iteration 34Q: 3 clusters Score -474273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -474278.406250 Penalty: 4140.992188
	Iteration 35Q: 3 clusters Score -474278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -474282.875000 Penalty: 4140.992188
	Iteration 36Q: 3 clusters Score -474282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -474290.125000 Penalty: 4140.992188
	Iteration 37Q: 3 clusters Score -474290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -474297.500000 Penalty: 4140.992188
	Iteration 38Q: 3 clusters Score -474297.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -474304.000000 Penalty: 4140.992188
	Iteration 39Q: 3 clusters Score -474304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -474311.968750 Penalty: 4140.992188
	Iteration 40F: 3 clusters Score -474312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -474320.031250 Penalty: 4140.992188
	Iteration 41Q: 3 clusters Score -474320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -474323.312500 Penalty: 4140.992188
	Iteration 42Q: 3 clusters Score -474323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -474329.156250 Penalty: 4140.992188
	Iteration 43Q: 3 clusters Score -474329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -474337.062500 Penalty: 4140.992188
	Iteration 44Q: 3 clusters Score -474337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -474342.500000 Penalty: 4140.992188
	Iteration 45Q: 3 clusters Score -474342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -474347.875000 Penalty: 4140.992188
	Iteration 46Q: 3 clusters Score -474347.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -474356.781250 Penalty: 4140.992188
	Iteration 47Q: 3 clusters Score -474356.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -474370.343750 Penalty: 4140.992188
	Iteration 48Q: 3 clusters Score -474370.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -474381.250000 Penalty: 4140.992188
	Iteration 49Q: 3 clusters Score -474381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -474390.531250 Penalty: 4140.992188
	Iteration 50Q: 3 clusters Score -474390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -474398.843750 Penalty: 4140.992188
	Iteration 51Q: 3 clusters Score -474398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -474412.937500 Penalty: 4140.992188
	Iteration 52Q: 3 clusters Score -474412.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -474432.125000 Penalty: 4140.992188
	Iteration 53Q: 3 clusters Score -474432.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -474448.218750 Penalty: 4140.992188
	Iteration 54Q: 3 clusters Score -474448.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -474456.375000 Penalty: 4140.992188
	Iteration 55Q: 3 clusters Score -474456.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -474463.687500 Penalty: 4140.992188
	Iteration 56Q: 3 clusters Score -474463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -474470.656250 Penalty: 4140.992188
	Iteration 57Q: 3 clusters Score -474470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -474479.375000 Penalty: 4140.992188
	Iteration 58Q: 3 clusters Score -474479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -474487.750000 Penalty: 4140.992188
	Iteration 59Q: 3 clusters Score -474487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -474493.625000 Penalty: 4140.992188
	Iteration 60F: 3 clusters Score -474493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -474500.718750 Penalty: 4140.992188
	Iteration 61Q: 3 clusters Score -474500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -474505.875000 Penalty: 4140.992188
	Iteration 62Q: 3 clusters Score -474505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -474508.218750 Penalty: 4140.992188
	Iteration 63Q: 3 clusters Score -474508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -474508.187500 Penalty: 4140.992188
	Iteration 64Q: 3 clusters Score -474508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -474511.500000 Penalty: 4140.992188
	Iteration 65Q: 3 clusters Score -474511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -474513.906250 Penalty: 4140.992188
	Iteration 66Q: 3 clusters Score -474513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -474515.750000 Penalty: 4140.992188
	Iteration 67Q: 3 clusters Score -474515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -474516.937500 Penalty: 4140.992188
	Iteration 68Q: 3 clusters Score -474516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -474519.812500 Penalty: 4140.992188
	Iteration 69Q: 3 clusters Score -474519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -474519.562500 Penalty: 4140.992188
	Iteration 70Q: 3 clusters Score -474519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -474520.875000 Penalty: 4140.992188
	Iteration 71Q: 3 clusters Score -474520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -474523.625000 Penalty: 4140.992188
	Iteration 72Q: 3 clusters Score -474523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -474524.000000 Penalty: 4140.992188
	Iteration 73Q: 3 clusters Score -474524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -474525.500000 Penalty: 4140.992188
	Iteration 74Q: 3 clusters Score -474525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -474526.187500 Penalty: 4140.992188
	Iteration 75Q: 3 clusters Score -474526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -474526.125000 Penalty: 4140.992188
	Iteration 76Q: 3 clusters Score -474526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -474526.125000 Penalty: 4140.992188
	Iteration 77F: 3 clusters Score -474526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -204488.546875 Penalty: 1854.165161
	Iteration 0F: 2 clusters Score -204488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202018.859375 Penalty: 3708.330322
	Iteration 0F: 3 clusters Score -202018.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -202444.937500 Penalty: 3708.330322
	Iteration 1F: 3 clusters Score -202444.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202571.734375 Penalty: 3708.330322
	Iteration 2F: 3 clusters Score -202571.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -202627.593750 Penalty: 3708.330322
	Iteration 3Q: 3 clusters Score -202627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -202667.453125 Penalty: 3708.330322
	Iteration 4Q: 3 clusters Score -202667.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -202708.046875 Penalty: 3708.330322
	Iteration 5Q: 3 clusters Score -202708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -202734.156250 Penalty: 3708.330322
	Iteration 6Q: 3 clusters Score -202734.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202748.812500 Penalty: 3708.330322
	Iteration 7Q: 3 clusters Score -202748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202756.765625 Penalty: 3708.330322
	Iteration 8Q: 3 clusters Score -202756.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -202769.484375 Penalty: 3708.330322
	Iteration 9Q: 3 clusters Score -202769.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -202776.796875 Penalty: 3708.330322
	Iteration 10Q: 3 clusters Score -202776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -202781.234375 Penalty: 3708.330322
	Iteration 11Q: 3 clusters Score -202781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202783.875000 Penalty: 3708.330322
	Iteration 12Q: 3 clusters Score -202783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202785.906250 Penalty: 3708.330322
	Iteration 13Q: 3 clusters Score -202785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202789.843750 Penalty: 3708.330322
	Iteration 14Q: 3 clusters Score -202789.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -202795.437500 Penalty: 3708.330322
	Iteration 15Q: 3 clusters Score -202795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -202797.015625 Penalty: 3708.330322
	Iteration 16Q: 3 clusters Score -202797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -202799.296875 Penalty: 3708.330322
	Iteration 17Q: 3 clusters Score -202799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202800.765625 Penalty: 3708.330322
	Iteration 18Q: 3 clusters Score -202800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -202802.890625 Penalty: 3708.330322
	Iteration 19Q: 3 clusters Score -202802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -202806.125000 Penalty: 3708.330322
	Iteration 20F: 3 clusters Score -202806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -202810.125000 Penalty: 3708.330322
	Iteration 21Q: 3 clusters Score -202810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -202813.187500 Penalty: 3708.330322
	Iteration 22Q: 3 clusters Score -202813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -202815.734375 Penalty: 3708.330322
	Iteration 23Q: 3 clusters Score -202815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -202818.468750 Penalty: 3708.330322
	Iteration 24Q: 3 clusters Score -202818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202820.015625 Penalty: 3708.330322
	Iteration 25Q: 3 clusters Score -202820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -202825.187500 Penalty: 3708.330322
	Iteration 26Q: 3 clusters Score -202825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -202828.468750 Penalty: 3708.330322
	Iteration 27Q: 3 clusters Score -202828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202835.906250 Penalty: 3708.330322
	Iteration 28Q: 3 clusters Score -202835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202848.250000 Penalty: 3708.330322
	Iteration 29Q: 3 clusters Score -202848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202855.937500 Penalty: 3708.330322
	Iteration 30Q: 3 clusters Score -202855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -202862.562500 Penalty: 3708.330322
	Iteration 31Q: 3 clusters Score -202862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202870.750000 Penalty: 3708.330322
	Iteration 32Q: 3 clusters Score -202870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202872.921875 Penalty: 3708.330322
	Iteration 33Q: 3 clusters Score -202872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -202874.156250 Penalty: 3708.330322
	Iteration 34Q: 3 clusters Score -202874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -202877.609375 Penalty: 3708.330322
	Iteration 35Q: 3 clusters Score -202877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -202880.812500 Penalty: 3708.330322
	Iteration 36Q: 3 clusters Score -202880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202886.000000 Penalty: 3708.330322
	Iteration 37Q: 3 clusters Score -202886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -202889.625000 Penalty: 3708.330322
	Iteration 38Q: 3 clusters Score -202889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -202891.921875 Penalty: 3708.330322
	Iteration 39Q: 3 clusters Score -202891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -202894.234375 Penalty: 3708.330322
	Iteration 40F: 3 clusters Score -202894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -202897.750000 Penalty: 3708.330322
	Iteration 41Q: 3 clusters Score -202897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202900.531250 Penalty: 3708.330322
	Iteration 42Q: 3 clusters Score -202900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -202901.796875 Penalty: 3708.330322
	Iteration 43Q: 3 clusters Score -202901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -202903.312500 Penalty: 3708.330322
	Iteration 44Q: 3 clusters Score -202903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202903.671875 Penalty: 3708.330322
	Iteration 45Q: 3 clusters Score -202903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202903.671875 Penalty: 3708.330322
	Iteration 46F: 3 clusters Score -202903.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -341745.718750 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -341745.7 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 1481 members 
Entering Unmasked Estep 
Score: -338491.125000 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -338491.1 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -339166.843750 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -339166.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -339349.531250 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -339349.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -339458.156250 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -339458.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -339546.875000 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -339546.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -339603.343750 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -339603.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -339639.406250 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -339639.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -339665.781250 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -339665.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -339698.750000 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -339698.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -339733.812500 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -339733.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -339772.562500 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -339772.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -339815.906250 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -339815.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -339860.281250 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -339860.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -339900.718750 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -339900.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -339937.062500 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -339937.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -339964.281250 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -339964.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -339987.312500 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -339987.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -340005.250000 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -340005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -340019.312500 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -340019.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -340032.531250 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -340032.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -340047.593750 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -340047.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -340065.687500 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -340065.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -340089.593750 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -340089.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -340108.062500 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -340108.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -340126.468750 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -340126.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -340141.250000 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -340141.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -340161.093750 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -340161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340171.250000 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -340171.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340182.343750 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -340182.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -340191.625000 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -340191.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -340202.218750 Penalty: 3962.989990
	Iteration 30Q: 3 clusters Score -340202.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -340211.843750 Penalty: 3962.989990
	Iteration 31Q: 3 clusters Score -340211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -340217.000000 Penalty: 3962.989990
	Iteration 32Q: 3 clusters Score -340217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -340220.593750 Penalty: 3962.989990
	Iteration 33Q: 3 clusters Score -340220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -340222.343750 Penalty: 3962.989990
	Iteration 34Q: 3 clusters Score -340222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -340224.312500 Penalty: 3962.989990
	Iteration 35Q: 3 clusters Score -340224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -340228.281250 Penalty: 3962.989990
	Iteration 36Q: 3 clusters Score -340228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340234.562500 Penalty: 3962.989990
	Iteration 37Q: 3 clusters Score -340234.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -340245.437500 Penalty: 3962.989990
	Iteration 38Q: 3 clusters Score -340245.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -340260.656250 Penalty: 3962.989990
	Iteration 39Q: 3 clusters Score -340260.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340274.437500 Penalty: 3962.989990
	Iteration 40F: 3 clusters Score -340274.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -340290.562500 Penalty: 3962.989990
	Iteration 41Q: 3 clusters Score -340290.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -340310.343750 Penalty: 3962.989990
	Iteration 42Q: 3 clusters Score -340310.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -340329.156250 Penalty: 3962.989990
	Iteration 43Q: 3 clusters Score -340329.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -340343.750000 Penalty: 3962.989990
	Iteration 44Q: 3 clusters Score -340343.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340357.093750 Penalty: 3962.989990
	Iteration 45Q: 3 clusters Score -340357.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -340368.875000 Penalty: 3962.989990
	Iteration 46Q: 3 clusters Score -340368.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -340377.156250 Penalty: 3962.989990
	Iteration 47Q: 3 clusters Score -340377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -340384.437500 Penalty: 3962.989990
	Iteration 48Q: 3 clusters Score -340384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340388.375000 Penalty: 3962.989990
	Iteration 49Q: 3 clusters Score -340388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -340393.343750 Penalty: 3962.989990
	Iteration 50Q: 3 clusters Score -340393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -340396.875000 Penalty: 3962.989990
	Iteration 51Q: 3 clusters Score -340396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -340402.312500 Penalty: 3962.989990
	Iteration 52Q: 3 clusters Score -340402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -340406.531250 Penalty: 3962.989990
	Iteration 53Q: 3 clusters Score -340406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -340409.062500 Penalty: 3962.989990
	Iteration 54Q: 3 clusters Score -340409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -340414.375000 Penalty: 3962.989990
	Iteration 55Q: 3 clusters Score -340414.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -340420.312500 Penalty: 3962.989990
	Iteration 56Q: 3 clusters Score -340420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -340426.281250 Penalty: 3962.989990
	Iteration 57Q: 3 clusters Score -340426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -340430.593750 Penalty: 3962.989990
	Iteration 58Q: 3 clusters Score -340430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -340435.375000 Penalty: 3962.989990
	Iteration 59Q: 3 clusters Score -340435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -340438.562500 Penalty: 3962.989990
	Iteration 60F: 3 clusters Score -340438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -340441.687500 Penalty: 3962.989990
	Iteration 61Q: 3 clusters Score -340441.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340448.875000 Penalty: 3962.989990
	Iteration 62Q: 3 clusters Score -340448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -340454.156250 Penalty: 3962.989990
	Iteration 63Q: 3 clusters Score -340454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340458.000000 Penalty: 3962.989990
	Iteration 64Q: 3 clusters Score -340458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340458.656250 Penalty: 3962.989990
	Iteration 65Q: 3 clusters Score -340458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340460.500000 Penalty: 3962.989990
	Iteration 66Q: 3 clusters Score -340460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -340462.500000 Penalty: 3962.989990
	Iteration 67Q: 3 clusters Score -340462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340465.906250 Penalty: 3962.989990
	Iteration 68Q: 3 clusters Score -340465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -340470.656250 Penalty: 3962.989990
	Iteration 69Q: 3 clusters Score -340470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -340476.406250 Penalty: 3962.989990
	Iteration 70Q: 3 clusters Score -340476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -340480.281250 Penalty: 3962.989990
	Iteration 71Q: 3 clusters Score -340480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -340482.468750 Penalty: 3962.989990
	Iteration 72Q: 3 clusters Score -340482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -340484.906250 Penalty: 3962.989990
	Iteration 73Q: 3 clusters Score -340484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -340486.281250 Penalty: 3962.989990
	Iteration 74Q: 3 clusters Score -340486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -340487.375000 Penalty: 3962.989990
	Iteration 75Q: 3 clusters Score -340487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -340487.375000 Penalty: 3962.989990
	Iteration 76F: 3 clusters Score -340487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Entering Unmasked Estep 
Score: -1471582.750000 Penalty: 2349.612061
	Iteration 0F: 2 clusters Score -1471583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1461941.000000 Penalty: 4699.224121
	Iteration 0F: 3 clusters Score -1461941 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1464904.875000 Penalty: 4699.224121
	Iteration 1F: 3 clusters Score -1464905 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1465349.750000 Penalty: 4699.224121
	Iteration 2F: 3 clusters Score -1465350 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1465753.375000 Penalty: 4699.224121
	Iteration 3F: 3 clusters Score -1465753 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1466174.250000 Penalty: 4699.224121
	Iteration 4F: 3 clusters Score -1466174 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1466598.125000 Penalty: 4699.224121
	Iteration 5F: 3 clusters Score -1466598 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1467083.625000 Penalty: 4699.224121
	Iteration 6F: 3 clusters Score -1467084 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1467633.000000 Penalty: 4699.224121
	Iteration 7F: 3 clusters Score -1467633 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1468114.125000 Penalty: 4699.224121
	Iteration 8F: 3 clusters Score -1468114 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1468508.125000 Penalty: 4699.224121
	Iteration 9Q: 3 clusters Score -1468508 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1468809.625000 Penalty: 4699.224121
	Iteration 10Q: 3 clusters Score -1468810 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1468985.875000 Penalty: 4699.224121
	Iteration 11Q: 3 clusters Score -1468986 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1469102.750000 Penalty: 4699.224121
	Iteration 12Q: 3 clusters Score -1469103 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1469169.250000 Penalty: 4699.224121
	Iteration 13Q: 3 clusters Score -1469169 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1469215.875000 Penalty: 4699.224121
	Iteration 14Q: 3 clusters Score -1469216 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1469248.000000 Penalty: 4699.224121
	Iteration 15Q: 3 clusters Score -1469248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1469275.500000 Penalty: 4699.224121
	Iteration 16Q: 3 clusters Score -1469276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1469293.250000 Penalty: 4699.224121
	Iteration 17Q: 3 clusters Score -1469293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1469300.625000 Penalty: 4699.224121
	Iteration 18Q: 3 clusters Score -1469301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1469305.750000 Penalty: 4699.224121
	Iteration 19Q: 3 clusters Score -1469306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1469313.875000 Penalty: 4699.224121
	Iteration 20F: 3 clusters Score -1469314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1469323.750000 Penalty: 4699.224121
	Iteration 21Q: 3 clusters Score -1469324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1469332.250000 Penalty: 4699.224121
	Iteration 22Q: 3 clusters Score -1469332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1469334.375000 Penalty: 4699.224121
	Iteration 23Q: 3 clusters Score -1469334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1469345.375000 Penalty: 4699.224121
	Iteration 24Q: 3 clusters Score -1469345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1469350.750000 Penalty: 4699.224121
	Iteration 25Q: 3 clusters Score -1469351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1469353.250000 Penalty: 4699.224121
	Iteration 26Q: 3 clusters Score -1469353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1469361.125000 Penalty: 4699.224121
	Iteration 27Q: 3 clusters Score -1469361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1469363.375000 Penalty: 4699.224121
	Iteration 28Q: 3 clusters Score -1469363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1469366.625000 Penalty: 4699.224121
	Iteration 29Q: 3 clusters Score -1469367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1469378.250000 Penalty: 4699.224121
	Iteration 30Q: 3 clusters Score -1469378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1469379.875000 Penalty: 4699.224121
	Iteration 31Q: 3 clusters Score -1469380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1469381.875000 Penalty: 4699.224121
	Iteration 32Q: 3 clusters Score -1469382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1469387.375000 Penalty: 4699.224121
	Iteration 33Q: 3 clusters Score -1469387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1469387.375000 Penalty: 4699.224121
	Iteration 34Q: 3 clusters Score -1469387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1469393.750000 Penalty: 4699.224121
	Iteration 35Q: 3 clusters Score -1469394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1469394.500000 Penalty: 4699.224121
	Iteration 36Q: 3 clusters Score -1469394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1469397.500000 Penalty: 4699.224121
	Iteration 37Q: 3 clusters Score -1469398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1469405.500000 Penalty: 4699.224121
	Iteration 38Q: 3 clusters Score -1469406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1469409.250000 Penalty: 4699.224121
	Iteration 39Q: 3 clusters Score -1469409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1469410.250000 Penalty: 4699.224121
	Iteration 40F: 3 clusters Score -1469410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1469410.375000 Penalty: 4699.224121
	Iteration 41Q: 3 clusters Score -1469410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1469413.000000 Penalty: 4699.224121
	Iteration 42Q: 3 clusters Score -1469413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1469415.250000 Penalty: 4699.224121
	Iteration 43Q: 3 clusters Score -1469415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1469413.500000 Penalty: 4699.224121
	Iteration 44Q: 3 clusters Score -1469414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1469414.000000 Penalty: 4699.224121
	Iteration 45Q: 3 clusters Score -1469414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1469415.500000 Penalty: 4699.224121
	Iteration 46Q: 3 clusters Score -1469416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1469415.375000 Penalty: 4699.224121
	Iteration 47Q: 3 clusters Score -1469415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1469415.375000 Penalty: 4699.224121
	Iteration 48F: 3 clusters Score -1469415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -456724.406250 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -456724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -452750.562500 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -452750.6 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -453708.343750 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -453708.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -454055.250000 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -454055.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -454370.687500 Penalty: 4127.666504
	Iteration 3F: 3 clusters Score -454370.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -454636.562500 Penalty: 4127.666504
	Iteration 4F: 3 clusters Score -454636.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -454857.781250 Penalty: 4127.666504
	Iteration 5F: 3 clusters Score -454857.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -455035.000000 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -455035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -455170.281250 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -455170.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -455290.187500 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -455290.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -455375.093750 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -455375.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -455443.531250 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -455443.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -455490.656250 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -455490.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -455536.468750 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -455536.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -455584.093750 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -455584.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455636.062500 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -455636.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -455690.812500 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -455690.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -455747.468750 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -455747.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -455790.281250 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -455790.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -455829.625000 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -455829.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -455857.937500 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -455857.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -455875.593750 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -455875.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -455890.843750 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -455890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -455900.625000 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -455900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455906.125000 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -455906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455910.312500 Penalty: 4127.666504
	Iteration 24Q: 3 clusters Score -455910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -455912.500000 Penalty: 4127.666504
	Iteration 25Q: 3 clusters Score -455912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -455914.281250 Penalty: 4127.666504
	Iteration 26Q: 3 clusters Score -455914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -455917.156250 Penalty: 4127.666504
	Iteration 27Q: 3 clusters Score -455917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -455921.437500 Penalty: 4127.666504
	Iteration 28Q: 3 clusters Score -455921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -455923.187500 Penalty: 4127.666504
	Iteration 29Q: 3 clusters Score -455923.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455929.218750 Penalty: 4127.666504
	Iteration 30Q: 3 clusters Score -455929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -455931.718750 Penalty: 4127.666504
	Iteration 31Q: 3 clusters Score -455931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -455934.375000 Penalty: 4127.666504
	Iteration 32Q: 3 clusters Score -455934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -455935.750000 Penalty: 4127.666504
	Iteration 33Q: 3 clusters Score -455935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -455936.906250 Penalty: 4127.666504
	Iteration 34Q: 3 clusters Score -455936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -455937.562500 Penalty: 4127.666504
	Iteration 35Q: 3 clusters Score -455937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -455939.625000 Penalty: 4127.666504
	Iteration 36Q: 3 clusters Score -455939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -455939.625000 Penalty: 4127.666504
	Iteration 37F: 3 clusters Score -455939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Entering Unmasked Estep 
Score: -8737044.000000 Penalty: 2777.645996
	Iteration 0F: 2 clusters Score -8737044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -8688004.000000 Penalty: 5555.291992
	Iteration 0F: 3 clusters Score -8688004 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -8707423.000000 Penalty: 5555.291992
	Iteration 1F: 3 clusters Score -8707423 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8708192.000000 Penalty: 5555.291992
	Iteration 2Q: 3 clusters Score -8708192 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -8709087.000000 Penalty: 5555.291992
	Iteration 3Q: 3 clusters Score -8709087 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -8710220.000000 Penalty: 5555.291992
	Iteration 4Q: 3 clusters Score -8710220 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8711672.000000 Penalty: 5555.291992
	Iteration 5Q: 3 clusters Score -8711672 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8713652.000000 Penalty: 5555.291992
	Iteration 6F: 3 clusters Score -8713652 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8715911.000000 Penalty: 5555.291992
	Iteration 7F: 3 clusters Score -8715911 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -8718351.000000 Penalty: 5555.291992
	Iteration 8F: 3 clusters Score -8718351 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -8720714.000000 Penalty: 5555.291992
	Iteration 9F: 3 clusters Score -8720714 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -8722993.000000 Penalty: 5555.291992
	Iteration 10F: 3 clusters Score -8722993 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -8725369.000000 Penalty: 5555.291992
	Iteration 11Q: 3 clusters Score -8725369 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -8727776.000000 Penalty: 5555.291992
	Iteration 12Q: 3 clusters Score -8727776 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8730212.000000 Penalty: 5555.291992
	Iteration 13Q: 3 clusters Score -8730212 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -8732067.000000 Penalty: 5555.291992
	Iteration 14Q: 3 clusters Score -8732067 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -8733350.000000 Penalty: 5555.291992
	Iteration 15Q: 3 clusters Score -8733350 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -8734074.000000 Penalty: 5555.291992
	Iteration 16Q: 3 clusters Score -8734074 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -8734400.000000 Penalty: 5555.291992
	Iteration 17Q: 3 clusters Score -8734400 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -8734557.000000 Penalty: 5555.291992
	Iteration 18Q: 3 clusters Score -8734557 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -8734629.000000 Penalty: 5555.291992
	Iteration 19Q: 3 clusters Score -8734629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8734697.000000 Penalty: 5555.291992
	Iteration 20F: 3 clusters Score -8734697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -8734734.000000 Penalty: 5555.291992
	Iteration 21Q: 3 clusters Score -8734734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -8734739.000000 Penalty: 5555.291992
	Iteration 22Q: 3 clusters Score -8734739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8734759.000000 Penalty: 5555.291992
	Iteration 23Q: 3 clusters Score -8734759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -8734772.000000 Penalty: 5555.291992
	Iteration 24Q: 3 clusters Score -8734772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -8734784.000000 Penalty: 5555.291992
	Iteration 25Q: 3 clusters Score -8734784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -8734798.000000 Penalty: 5555.291992
	Iteration 26Q: 3 clusters Score -8734798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -8734797.000000 Penalty: 5555.291992
	Iteration 27Q: 3 clusters Score -8734797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -8734801.000000 Penalty: 5555.291992
	Iteration 28Q: 3 clusters Score -8734801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -8734805.000000 Penalty: 5555.291992
	Iteration 29Q: 3 clusters Score -8734805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -8734810.000000 Penalty: 5555.291992
	Iteration 30Q: 3 clusters Score -8734810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -8734815.000000 Penalty: 5555.291992
	Iteration 31Q: 3 clusters Score -8734815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -8734818.000000 Penalty: 5555.291992
	Iteration 32Q: 3 clusters Score -8734818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -8734816.000000 Penalty: 5555.291992
	Iteration 33Q: 3 clusters Score -8734816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -8734813.000000 Penalty: 5555.291992
	Iteration 34Q: 3 clusters Score -8734813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -8734813.000000 Penalty: 5555.291992
	Iteration 35F: 3 clusters Score -8734813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -850613.312500 Penalty: 2210.193115
	Iteration 0F: 2 clusters Score -850613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -844573.437500 Penalty: 4420.386230
	Iteration 0F: 3 clusters Score -844573.4 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -846212.062500 Penalty: 4420.386230
	Iteration 1F: 3 clusters Score -846212.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -846496.375000 Penalty: 4420.386230
	Iteration 2F: 3 clusters Score -846496.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -846731.937500 Penalty: 4420.386230
	Iteration 3F: 3 clusters Score -846731.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -846939.562500 Penalty: 4420.386230
	Iteration 4Q: 3 clusters Score -846939.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -847128.250000 Penalty: 4420.386230
	Iteration 5Q: 3 clusters Score -847128.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -847288.375000 Penalty: 4420.386230
	Iteration 6Q: 3 clusters Score -847288.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -847431.062500 Penalty: 4420.386230
	Iteration 7Q: 3 clusters Score -847431.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -847571.750000 Penalty: 4420.386230
	Iteration 8Q: 3 clusters Score -847571.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -847701.562500 Penalty: 4420.386230
	Iteration 9Q: 3 clusters Score -847701.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -847832.812500 Penalty: 4420.386230
	Iteration 10Q: 3 clusters Score -847832.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -847963.937500 Penalty: 4420.386230
	Iteration 11Q: 3 clusters Score -847963.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -848108.437500 Penalty: 4420.386230
	Iteration 12Q: 3 clusters Score -848108.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -848297.500000 Penalty: 4420.386230
	Iteration 13Q: 3 clusters Score -848297.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -848551.937500 Penalty: 4420.386230
	Iteration 14Q: 3 clusters Score -848551.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -848859.125000 Penalty: 4420.386230
	Iteration 15Q: 3 clusters Score -848859.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -849143.062500 Penalty: 4420.386230
	Iteration 16Q: 3 clusters Score -849143.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -849272.125000 Penalty: 4420.386230
	Iteration 17Q: 3 clusters Score -849272.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -849330.437500 Penalty: 4420.386230
	Iteration 18Q: 3 clusters Score -849330.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -849365.187500 Penalty: 4420.386230
	Iteration 19Q: 3 clusters Score -849365.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -849382.000000 Penalty: 4420.386230
	Iteration 20F: 3 clusters Score -849382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -849390.187500 Penalty: 4420.386230
	Iteration 21Q: 3 clusters Score -849390.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -849396.625000 Penalty: 4420.386230
	Iteration 22Q: 3 clusters Score -849396.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -849404.500000 Penalty: 4420.386230
	Iteration 23Q: 3 clusters Score -849404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -849413.000000 Penalty: 4420.386230
	Iteration 24Q: 3 clusters Score -849413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -849415.250000 Penalty: 4420.386230
	Iteration 25Q: 3 clusters Score -849415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -849417.687500 Penalty: 4420.386230
	Iteration 26Q: 3 clusters Score -849417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -849418.625000 Penalty: 4420.386230
	Iteration 27Q: 3 clusters Score -849418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -849421.625000 Penalty: 4420.386230
	Iteration 28Q: 3 clusters Score -849421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -849422.937500 Penalty: 4420.386230
	Iteration 29Q: 3 clusters Score -849422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -849421.125000 Penalty: 4420.386230
	Iteration 30Q: 3 clusters Score -849421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -849421.812500 Penalty: 4420.386230
	Iteration 31Q: 3 clusters Score -849421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -849421.812500 Penalty: 4420.386230
	Iteration 32F: 3 clusters Score -849421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -466156.343750 Penalty: 2060.982910
	Iteration 0F: 2 clusters Score -466156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -462230.125000 Penalty: 4121.965820
	Iteration 0F: 3 clusters Score -462230.1 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -463125.187500 Penalty: 4121.965820
	Iteration 1F: 3 clusters Score -463125.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -463364.250000 Penalty: 4121.965820
	Iteration 2F: 3 clusters Score -463364.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -463520.718750 Penalty: 4121.965820
	Iteration 3F: 3 clusters Score -463520.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -463625.875000 Penalty: 4121.965820
	Iteration 4Q: 3 clusters Score -463625.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -463713.875000 Penalty: 4121.965820
	Iteration 5Q: 3 clusters Score -463713.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -463797.843750 Penalty: 4121.965820
	Iteration 6Q: 3 clusters Score -463797.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -463854.281250 Penalty: 4121.965820
	Iteration 7Q: 3 clusters Score -463854.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -463889.656250 Penalty: 4121.965820
	Iteration 8Q: 3 clusters Score -463889.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -463920.906250 Penalty: 4121.965820
	Iteration 9Q: 3 clusters Score -463920.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -463952.687500 Penalty: 4121.965820
	Iteration 10Q: 3 clusters Score -463952.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -463973.093750 Penalty: 4121.965820
	Iteration 11Q: 3 clusters Score -463973.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -463989.937500 Penalty: 4121.965820
	Iteration 12Q: 3 clusters Score -463989.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -464011.625000 Penalty: 4121.965820
	Iteration 13Q: 3 clusters Score -464011.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -464032.437500 Penalty: 4121.965820
	Iteration 14Q: 3 clusters Score -464032.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -464053.062500 Penalty: 4121.965820
	Iteration 15Q: 3 clusters Score -464053.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -464073.187500 Penalty: 4121.965820
	Iteration 16Q: 3 clusters Score -464073.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -464090.968750 Penalty: 4121.965820
	Iteration 17Q: 3 clusters Score -464091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -464106.875000 Penalty: 4121.965820
	Iteration 18Q: 3 clusters Score -464106.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -464120.968750 Penalty: 4121.965820
	Iteration 19Q: 3 clusters Score -464121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -464140.000000 Penalty: 4121.965820
	Iteration 20F: 3 clusters Score -464140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -464157.687500 Penalty: 4121.965820
	Iteration 21Q: 3 clusters Score -464157.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -464176.968750 Penalty: 4121.965820
	Iteration 22Q: 3 clusters Score -464177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -464198.062500 Penalty: 4121.965820
	Iteration 23Q: 3 clusters Score -464198.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -464215.375000 Penalty: 4121.965820
	Iteration 24Q: 3 clusters Score -464215.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -464230.468750 Penalty: 4121.965820
	Iteration 25Q: 3 clusters Score -464230.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -464243.406250 Penalty: 4121.965820
	Iteration 26Q: 3 clusters Score -464243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -464252.937500 Penalty: 4121.965820
	Iteration 27Q: 3 clusters Score -464252.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -464262.937500 Penalty: 4121.965820
	Iteration 28Q: 3 clusters Score -464262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -464275.750000 Penalty: 4121.965820
	Iteration 29Q: 3 clusters Score -464275.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -464284.156250 Penalty: 4121.965820
	Iteration 30Q: 3 clusters Score -464284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -464292.937500 Penalty: 4121.965820
	Iteration 31Q: 3 clusters Score -464292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -464301.968750 Penalty: 4121.965820
	Iteration 32Q: 3 clusters Score -464302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -464310.375000 Penalty: 4121.965820
	Iteration 33Q: 3 clusters Score -464310.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -464317.343750 Penalty: 4121.965820
	Iteration 34Q: 3 clusters Score -464317.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -464326.437500 Penalty: 4121.965820
	Iteration 35Q: 3 clusters Score -464326.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -464334.093750 Penalty: 4121.965820
	Iteration 36Q: 3 clusters Score -464334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -464339.187500 Penalty: 4121.965820
	Iteration 37Q: 3 clusters Score -464339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -464346.125000 Penalty: 4121.965820
	Iteration 38Q: 3 clusters Score -464346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -464351.406250 Penalty: 4121.965820
	Iteration 39Q: 3 clusters Score -464351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -464355.375000 Penalty: 4121.965820
	Iteration 40F: 3 clusters Score -464355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -464359.187500 Penalty: 4121.965820
	Iteration 41Q: 3 clusters Score -464359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -464360.750000 Penalty: 4121.965820
	Iteration 42Q: 3 clusters Score -464360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -464364.062500 Penalty: 4121.965820
	Iteration 43Q: 3 clusters Score -464364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -464366.156250 Penalty: 4121.965820
	Iteration 44Q: 3 clusters Score -464366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -464366.437500 Penalty: 4121.965820
	Iteration 45Q: 3 clusters Score -464366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -464366.812500 Penalty: 4121.965820
	Iteration 46Q: 3 clusters Score -464366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -464366.656250 Penalty: 4121.965820
	Iteration 47Q: 3 clusters Score -464366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -464366.656250 Penalty: 4121.965820
	Iteration 48F: 3 clusters Score -464366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -199575.828125 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -199575.8 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 937 members 
Entering Unmasked Estep 
Score: -197114.703125 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -197114.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -197745.296875 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -197745.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -198053.062500 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -198053.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -198345.062500 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -198345.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -198585.078125 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -198585.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -198754.968750 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -198755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -198872.359375 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -198872.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -198947.875000 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -198947.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -198988.843750 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -198988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -199015.812500 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -199015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -199026.312500 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -199026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -199035.437500 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -199035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -199041.687500 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -199041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -199047.484375 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -199047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -199052.843750 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -199052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -199056.750000 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -199056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -199060.312500 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -199060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -199063.625000 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -199063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -199064.625000 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -199064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -199065.421875 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -199065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -199066.500000 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -199066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -199067.000000 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -199067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -199067.000000 Penalty: 3743.560791
	Iteration 22F: 3 clusters Score -199067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -266558.093750 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -266558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -263528.500000 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -263528.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -264451.875000 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -264451.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -264781.281250 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -264781.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265028.343750 Penalty: 3911.496338
	Iteration 3F: 3 clusters Score -265028.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -265208.281250 Penalty: 3911.496338
	Iteration 4F: 3 clusters Score -265208.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -265392.906250 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -265392.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -265571.687500 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -265571.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265691.468750 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -265691.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265767.156250 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -265767.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265823.687500 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -265823.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -265854.875000 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -265854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -265877.250000 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -265877.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -265892.937500 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -265892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265900.687500 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -265900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -265907.187500 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -265907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -265916.000000 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -265916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -265925.375000 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -265925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -265941.375000 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -265941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -265954.750000 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -265954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -265967.718750 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -265967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -265979.875000 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -265979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -265988.187500 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -265988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -265995.156250 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -265995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -265998.031250 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -265998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -266002.500000 Penalty: 3911.496338
	Iteration 24Q: 3 clusters Score -266002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -266006.593750 Penalty: 3911.496338
	Iteration 25Q: 3 clusters Score -266006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -266009.312500 Penalty: 3911.496338
	Iteration 26Q: 3 clusters Score -266009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266009.750000 Penalty: 3911.496338
	Iteration 27Q: 3 clusters Score -266009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266010.406250 Penalty: 3911.496338
	Iteration 28Q: 3 clusters Score -266010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -266010.968750 Penalty: 3911.496338
	Iteration 29Q: 3 clusters Score -266011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -266013.750000 Penalty: 3911.496338
	Iteration 30Q: 3 clusters Score -266013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -266016.812500 Penalty: 3911.496338
	Iteration 31Q: 3 clusters Score -266016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -266020.562500 Penalty: 3911.496338
	Iteration 32Q: 3 clusters Score -266020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266024.000000 Penalty: 3911.496338
	Iteration 33Q: 3 clusters Score -266024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -266026.000000 Penalty: 3911.496338
	Iteration 34Q: 3 clusters Score -266026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -266027.625000 Penalty: 3911.496338
	Iteration 35Q: 3 clusters Score -266027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -266028.812500 Penalty: 3911.496338
	Iteration 36Q: 3 clusters Score -266028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -266029.218750 Penalty: 3911.496338
	Iteration 37Q: 3 clusters Score -266029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -266029.218750 Penalty: 3911.496338
	Iteration 38F: 3 clusters Score -266029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -1015457.875000 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -1015458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1008678.500000 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -1008678 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1010573.062500 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -1010573 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1010902.187500 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -1010902 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1011221.500000 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -1011222 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1011581.312500 Penalty: 4495.420410
	Iteration 4F: 3 clusters Score -1011581 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1012012.750000 Penalty: 4495.420410
	Iteration 5F: 3 clusters Score -1012013 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1012525.625000 Penalty: 4495.420410
	Iteration 6F: 3 clusters Score -1012526 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1012986.250000 Penalty: 4495.420410
	Iteration 7F: 3 clusters Score -1012986 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1013348.125000 Penalty: 4495.420410
	Iteration 8F: 3 clusters Score -1013348 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1013610.750000 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -1013611 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1013817.500000 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -1013818 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1013978.187500 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -1013978 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1014122.062500 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -1014122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1014232.875000 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -1014233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1014288.750000 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -1014289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1014335.687500 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -1014336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1014375.437500 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -1014375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1014402.312500 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -1014402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1014422.500000 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -1014422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1014440.062500 Penalty: 4495.420410
	Iteration 19Q: 3 clusters Score -1014440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1014469.250000 Penalty: 4495.420410
	Iteration 20F: 3 clusters Score -1014469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1014488.812500 Penalty: 4495.420410
	Iteration 21Q: 3 clusters Score -1014489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1014513.437500 Penalty: 4495.420410
	Iteration 22Q: 3 clusters Score -1014513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1014530.812500 Penalty: 4495.420410
	Iteration 23Q: 3 clusters Score -1014531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1014549.062500 Penalty: 4495.420410
	Iteration 24Q: 3 clusters Score -1014549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1014559.750000 Penalty: 4495.420410
	Iteration 25Q: 3 clusters Score -1014560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1014566.500000 Penalty: 4495.420410
	Iteration 26Q: 3 clusters Score -1014566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1014570.187500 Penalty: 4495.420410
	Iteration 27Q: 3 clusters Score -1014570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1014577.437500 Penalty: 4495.420410
	Iteration 28Q: 3 clusters Score -1014577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1014582.687500 Penalty: 4495.420410
	Iteration 29Q: 3 clusters Score -1014583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1014587.250000 Penalty: 4495.420410
	Iteration 30Q: 3 clusters Score -1014587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1014589.062500 Penalty: 4495.420410
	Iteration 31Q: 3 clusters Score -1014589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1014590.250000 Penalty: 4495.420410
	Iteration 32Q: 3 clusters Score -1014590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1014589.625000 Penalty: 4495.420410
	Iteration 33Q: 3 clusters Score -1014590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1014593.437500 Penalty: 4495.420410
	Iteration 34Q: 3 clusters Score -1014593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1014593.937500 Penalty: 4495.420410
	Iteration 35Q: 3 clusters Score -1014594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1014599.375000 Penalty: 4495.420410
	Iteration 36Q: 3 clusters Score -1014599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1014597.625000 Penalty: 4495.420410
	Iteration 37Q: 3 clusters Score -1014598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1014597.500000 Penalty: 4495.420410
	Iteration 38Q: 3 clusters Score -1014598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1014597.500000 Penalty: 4495.420410
	Iteration 39F: 3 clusters Score -1014598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -723578.687500 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -723578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -718209.875000 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -718209.9 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -719668.500000 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -719668.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -719962.187500 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -719962.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -720184.562500 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -720184.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -720374.375000 Penalty: 4340.103027
	Iteration 4Q: 3 clusters Score -720374.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -720550.437500 Penalty: 4340.103027
	Iteration 5Q: 3 clusters Score -720550.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -720752.375000 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -720752.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -720985.625000 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -720985.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -721242.812500 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -721242.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -721522.812500 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -721522.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -721763.687500 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -721763.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -721977.625000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -721977.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -722162.500000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -722162.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -722323.562500 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -722323.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722435.187500 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -722435.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -722510.750000 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -722510.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -722567.875000 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -722567.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -722626.625000 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -722626.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -722707.750000 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -722707.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -722822.187500 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -722822.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -722983.500000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -722983.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -723134.125000 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -723134.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -723244.000000 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -723244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -723315.000000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -723315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -723357.625000 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -723357.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -723386.750000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -723386.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -723405.187500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -723405.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -723417.625000 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -723417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -723428.187500 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -723428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -723434.437500 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -723434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -723438.312500 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -723438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -723439.750000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -723439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -723440.125000 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -723440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -723440.875000 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -723440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -723440.875000 Penalty: 4340.103027
	Iteration 34F: 3 clusters Score -723440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -292904.406250 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -292904.4 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 1335 members 
Entering Unmasked Estep 
Score: -289948.218750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -289948.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -290557.062500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -290557.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -290780.250000 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -290780.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -290917.500000 Penalty: 3891.132080
	Iteration 3F: 3 clusters Score -290917.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -291017.156250 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -291017.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -291093.718750 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -291093.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -291174.031250 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -291174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -291240.375000 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -291240.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -291290.125000 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -291290.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -291350.781250 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -291350.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -291407.562500 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -291407.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -291483.343750 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -291483.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -291534.750000 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -291534.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -291591.218750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -291591.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -291642.375000 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -291642.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -291696.562500 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -291696.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -291739.031250 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -291739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -291770.250000 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -291770.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -291794.875000 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -291794.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -291813.968750 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -291814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -291823.531250 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -291823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -291830.937500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -291830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -291835.468750 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -291835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -291840.843750 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -291840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -291843.031250 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -291843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -291843.812500 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -291843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -291843.812500 Penalty: 3891.132080
	Iteration 26F: 3 clusters Score -291843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -312563.468750 Penalty: 1978.961060
	Iteration 0F: 2 clusters Score -312563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -309313.593750 Penalty: 3957.922119
	Iteration 0F: 3 clusters Score -309313.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -310126.031250 Penalty: 3957.922119
	Iteration 1F: 3 clusters Score -310126 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -310571.000000 Penalty: 3957.922119
	Iteration 2F: 3 clusters Score -310571 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -310900.937500 Penalty: 3957.922119
	Iteration 3F: 3 clusters Score -310900.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -311144.812500 Penalty: 3957.922119
	Iteration 4F: 3 clusters Score -311144.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -311306.750000 Penalty: 3957.922119
	Iteration 5F: 3 clusters Score -311306.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -311401.218750 Penalty: 3957.922119
	Iteration 6Q: 3 clusters Score -311401.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -311467.437500 Penalty: 3957.922119
	Iteration 7Q: 3 clusters Score -311467.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -311517.218750 Penalty: 3957.922119
	Iteration 8Q: 3 clusters Score -311517.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -311560.593750 Penalty: 3957.922119
	Iteration 9Q: 3 clusters Score -311560.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -311597.468750 Penalty: 3957.922119
	Iteration 10Q: 3 clusters Score -311597.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -311626.187500 Penalty: 3957.922119
	Iteration 11Q: 3 clusters Score -311626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -311641.843750 Penalty: 3957.922119
	Iteration 12Q: 3 clusters Score -311641.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -311657.375000 Penalty: 3957.922119
	Iteration 13Q: 3 clusters Score -311657.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -311670.406250 Penalty: 3957.922119
	Iteration 14Q: 3 clusters Score -311670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -311677.718750 Penalty: 3957.922119
	Iteration 15Q: 3 clusters Score -311677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -311680.531250 Penalty: 3957.922119
	Iteration 16Q: 3 clusters Score -311680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -311680.531250 Penalty: 3957.922119
	Iteration 17Q: 3 clusters Score -311680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -311680.531250 Penalty: 3957.922119
	Iteration 18F: 3 clusters Score -311680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Entering Unmasked Estep 
Score: -1319627.625000 Penalty: 2329.504150
	Iteration 0F: 2 clusters Score -1319628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1310771.875000 Penalty: 4659.008301
	Iteration 0F: 3 clusters Score -1310772 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1313722.500000 Penalty: 4659.008301
	Iteration 1F: 3 clusters Score -1313722 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1314447.125000 Penalty: 4659.008301
	Iteration 2F: 3 clusters Score -1314447 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1315151.375000 Penalty: 4659.008301
	Iteration 3F: 3 clusters Score -1315151 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1315815.625000 Penalty: 4659.008301
	Iteration 4F: 3 clusters Score -1315816 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1316414.875000 Penalty: 4659.008301
	Iteration 5F: 3 clusters Score -1316415 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1316914.250000 Penalty: 4659.008301
	Iteration 6F: 3 clusters Score -1316914 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1317326.125000 Penalty: 4659.008301
	Iteration 7Q: 3 clusters Score -1317326 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1317615.625000 Penalty: 4659.008301
	Iteration 8Q: 3 clusters Score -1317616 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1317791.500000 Penalty: 4659.008301
	Iteration 9Q: 3 clusters Score -1317792 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1317887.875000 Penalty: 4659.008301
	Iteration 10Q: 3 clusters Score -1317888 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1317967.750000 Penalty: 4659.008301
	Iteration 11Q: 3 clusters Score -1317968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1318038.000000 Penalty: 4659.008301
	Iteration 12Q: 3 clusters Score -1318038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1318081.875000 Penalty: 4659.008301
	Iteration 13Q: 3 clusters Score -1318082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1318119.250000 Penalty: 4659.008301
	Iteration 14Q: 3 clusters Score -1318119 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1318152.875000 Penalty: 4659.008301
	Iteration 15Q: 3 clusters Score -1318153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1318187.125000 Penalty: 4659.008301
	Iteration 16Q: 3 clusters Score -1318187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1318203.250000 Penalty: 4659.008301
	Iteration 17Q: 3 clusters Score -1318203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1318221.750000 Penalty: 4659.008301
	Iteration 18Q: 3 clusters Score -1318222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1318238.875000 Penalty: 4659.008301
	Iteration 19Q: 3 clusters Score -1318239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1318255.875000 Penalty: 4659.008301
	Iteration 20F: 3 clusters Score -1318256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1318266.625000 Penalty: 4659.008301
	Iteration 21Q: 3 clusters Score -1318267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1318275.625000 Penalty: 4659.008301
	Iteration 22Q: 3 clusters Score -1318276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1318277.000000 Penalty: 4659.008301
	Iteration 23Q: 3 clusters Score -1318277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1318279.875000 Penalty: 4659.008301
	Iteration 24Q: 3 clusters Score -1318280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1318283.250000 Penalty: 4659.008301
	Iteration 25Q: 3 clusters Score -1318283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1318284.375000 Penalty: 4659.008301
	Iteration 26Q: 3 clusters Score -1318284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1318285.875000 Penalty: 4659.008301
	Iteration 27Q: 3 clusters Score -1318286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1318288.375000 Penalty: 4659.008301
	Iteration 28Q: 3 clusters Score -1318288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1318288.875000 Penalty: 4659.008301
	Iteration 29Q: 3 clusters Score -1318289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1318292.625000 Penalty: 4659.008301
	Iteration 30Q: 3 clusters Score -1318293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1318293.500000 Penalty: 4659.008301
	Iteration 31Q: 3 clusters Score -1318294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1318292.250000 Penalty: 4659.008301
	Iteration 32Q: 3 clusters Score -1318292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1318293.875000 Penalty: 4659.008301
	Iteration 33Q: 3 clusters Score -1318294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1318295.625000 Penalty: 4659.008301
	Iteration 34Q: 3 clusters Score -1318296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1318293.875000 Penalty: 4659.008301
	Iteration 35Q: 3 clusters Score -1318294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1318294.750000 Penalty: 4659.008301
	Iteration 36Q: 3 clusters Score -1318295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1318293.500000 Penalty: 4659.008301
	Iteration 37Q: 3 clusters Score -1318294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1318294.875000 Penalty: 4659.008301
	Iteration 38Q: 3 clusters Score -1318295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1318293.750000 Penalty: 4659.008301
	Iteration 39Q: 3 clusters Score -1318294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1318295.125000 Penalty: 4659.008301
	Iteration 40F: 3 clusters Score -1318295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -413590.750000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -413590.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409845.968750 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -409846 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -410688.906250 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -410688.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -410970.593750 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -410970.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411242.781250 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -411242.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -411481.125000 Penalty: 4080.247803
	Iteration 4F: 3 clusters Score -411481.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -411698.000000 Penalty: 4080.247803
	Iteration 5F: 3 clusters Score -411698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -411827.687500 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -411827.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -411909.281250 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -411909.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -411970.500000 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -411970.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -412004.500000 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -412004.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -412038.593750 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -412038.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -412058.937500 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -412058.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -412079.406250 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -412079.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -412099.437500 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -412099.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -412113.843750 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -412113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -412124.218750 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -412124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -412133.718750 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -412133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -412138.500000 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -412138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -412140.812500 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -412140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -412142.250000 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -412142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -412143.875000 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -412143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -412143.875000 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -412143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -412146.500000 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -412146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -412147.718750 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -412147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -412149.531250 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -412149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -412152.062500 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -412152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -412153.406250 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -412153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -412155.500000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -412155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -412157.812500 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -412157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -412157.812500 Penalty: 4080.247803
	Iteration 29F: 3 clusters Score -412157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -323355.968750 Penalty: 1975.455322
	Iteration 0F: 2 clusters Score -323356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -320180.875000 Penalty: 3950.910645
	Iteration 0F: 3 clusters Score -320180.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -320877.375000 Penalty: 3950.910645
	Iteration 1F: 3 clusters Score -320877.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321032.062500 Penalty: 3950.910645
	Iteration 2F: 3 clusters Score -321032.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -321126.906250 Penalty: 3950.910645
	Iteration 3Q: 3 clusters Score -321126.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -321210.437500 Penalty: 3950.910645
	Iteration 4Q: 3 clusters Score -321210.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -321271.781250 Penalty: 3950.910645
	Iteration 5Q: 3 clusters Score -321271.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321312.843750 Penalty: 3950.910645
	Iteration 6Q: 3 clusters Score -321312.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -321343.625000 Penalty: 3950.910645
	Iteration 7Q: 3 clusters Score -321343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -321363.562500 Penalty: 3950.910645
	Iteration 8Q: 3 clusters Score -321363.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -321382.312500 Penalty: 3950.910645
	Iteration 9Q: 3 clusters Score -321382.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -321401.875000 Penalty: 3950.910645
	Iteration 10Q: 3 clusters Score -321401.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321419.156250 Penalty: 3950.910645
	Iteration 11Q: 3 clusters Score -321419.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -321437.687500 Penalty: 3950.910645
	Iteration 12Q: 3 clusters Score -321437.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -321450.406250 Penalty: 3950.910645
	Iteration 13Q: 3 clusters Score -321450.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321467.000000 Penalty: 3950.910645
	Iteration 14Q: 3 clusters Score -321467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321472.812500 Penalty: 3950.910645
	Iteration 15Q: 3 clusters Score -321472.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321486.906250 Penalty: 3950.910645
	Iteration 16Q: 3 clusters Score -321486.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321501.125000 Penalty: 3950.910645
	Iteration 17Q: 3 clusters Score -321501.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321511.875000 Penalty: 3950.910645
	Iteration 18Q: 3 clusters Score -321511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -321522.312500 Penalty: 3950.910645
	Iteration 19Q: 3 clusters Score -321522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321535.906250 Penalty: 3950.910645
	Iteration 20F: 3 clusters Score -321535.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -321548.750000 Penalty: 3950.910645
	Iteration 21Q: 3 clusters Score -321548.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321557.781250 Penalty: 3950.910645
	Iteration 22Q: 3 clusters Score -321557.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -321573.906250 Penalty: 3950.910645
	Iteration 23Q: 3 clusters Score -321573.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -321589.625000 Penalty: 3950.910645
	Iteration 24Q: 3 clusters Score -321589.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -321605.968750 Penalty: 3950.910645
	Iteration 25Q: 3 clusters Score -321606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -321622.750000 Penalty: 3950.910645
	Iteration 26Q: 3 clusters Score -321622.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -321635.656250 Penalty: 3950.910645
	Iteration 27Q: 3 clusters Score -321635.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -321650.062500 Penalty: 3950.910645
	Iteration 28Q: 3 clusters Score -321650.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321663.562500 Penalty: 3950.910645
	Iteration 29Q: 3 clusters Score -321663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -321677.843750 Penalty: 3950.910645
	Iteration 30Q: 3 clusters Score -321677.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -321692.937500 Penalty: 3950.910645
	Iteration 31Q: 3 clusters Score -321692.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321709.000000 Penalty: 3950.910645
	Iteration 32Q: 3 clusters Score -321709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -321725.781250 Penalty: 3950.910645
	Iteration 33Q: 3 clusters Score -321725.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -321752.468750 Penalty: 3950.910645
	Iteration 34Q: 3 clusters Score -321752.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -321787.656250 Penalty: 3950.910645
	Iteration 35Q: 3 clusters Score -321787.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321815.875000 Penalty: 3950.910645
	Iteration 36Q: 3 clusters Score -321815.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -321850.312500 Penalty: 3950.910645
	Iteration 37Q: 3 clusters Score -321850.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -321888.531250 Penalty: 3950.910645
	Iteration 38Q: 3 clusters Score -321888.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -321923.531250 Penalty: 3950.910645
	Iteration 39Q: 3 clusters Score -321923.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -321950.562500 Penalty: 3950.910645
	Iteration 40F: 3 clusters Score -321950.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -321986.125000 Penalty: 3950.910645
	Iteration 41Q: 3 clusters Score -321986.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -322002.906250 Penalty: 3950.910645
	Iteration 42Q: 3 clusters Score -322002.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -322021.281250 Penalty: 3950.910645
	Iteration 43Q: 3 clusters Score -322021.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -322035.031250 Penalty: 3950.910645
	Iteration 44Q: 3 clusters Score -322035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -322052.625000 Penalty: 3950.910645
	Iteration 45Q: 3 clusters Score -322052.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -322061.875000 Penalty: 3950.910645
	Iteration 46Q: 3 clusters Score -322061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -322068.093750 Penalty: 3950.910645
	Iteration 47Q: 3 clusters Score -322068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -322072.031250 Penalty: 3950.910645
	Iteration 48Q: 3 clusters Score -322072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -322077.781250 Penalty: 3950.910645
	Iteration 49Q: 3 clusters Score -322077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -322081.593750 Penalty: 3950.910645
	Iteration 50Q: 3 clusters Score -322081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -322083.875000 Penalty: 3950.910645
	Iteration 51Q: 3 clusters Score -322083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -322088.218750 Penalty: 3950.910645
	Iteration 52Q: 3 clusters Score -322088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -322092.093750 Penalty: 3950.910645
	Iteration 53Q: 3 clusters Score -322092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -322099.125000 Penalty: 3950.910645
	Iteration 54Q: 3 clusters Score -322099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -322103.968750 Penalty: 3950.910645
	Iteration 55Q: 3 clusters Score -322104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -322107.750000 Penalty: 3950.910645
	Iteration 56Q: 3 clusters Score -322107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -322111.843750 Penalty: 3950.910645
	Iteration 57Q: 3 clusters Score -322111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -322116.687500 Penalty: 3950.910645
	Iteration 58Q: 3 clusters Score -322116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322120.375000 Penalty: 3950.910645
	Iteration 59Q: 3 clusters Score -322120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -322124.156250 Penalty: 3950.910645
	Iteration 60F: 3 clusters Score -322124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -322128.031250 Penalty: 3950.910645
	Iteration 61Q: 3 clusters Score -322128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -322129.718750 Penalty: 3950.910645
	Iteration 62Q: 3 clusters Score -322129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322130.781250 Penalty: 3950.910645
	Iteration 63Q: 3 clusters Score -322130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322131.250000 Penalty: 3950.910645
	Iteration 64Q: 3 clusters Score -322131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322131.250000 Penalty: 3950.910645
	Iteration 65F: 3 clusters Score -322131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -730832.750000 Penalty: 2168.000000
	Iteration 0F: 2 clusters Score -730832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -725530.625000 Penalty: 4336.000000
	Iteration 0F: 3 clusters Score -725530.6 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -726961.812500 Penalty: 4336.000000
	Iteration 1F: 3 clusters Score -726961.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -727272.937500 Penalty: 4336.000000
	Iteration 2F: 3 clusters Score -727272.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -727540.187500 Penalty: 4336.000000
	Iteration 3F: 3 clusters Score -727540.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -727767.187500 Penalty: 4336.000000
	Iteration 4F: 3 clusters Score -727767.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -728014.625000 Penalty: 4336.000000
	Iteration 5F: 3 clusters Score -728014.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -728246.937500 Penalty: 4336.000000
	Iteration 6Q: 3 clusters Score -728246.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -728469.125000 Penalty: 4336.000000
	Iteration 7Q: 3 clusters Score -728469.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -728640.625000 Penalty: 4336.000000
	Iteration 8Q: 3 clusters Score -728640.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -728782.062500 Penalty: 4336.000000
	Iteration 9Q: 3 clusters Score -728782.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -728921.500000 Penalty: 4336.000000
	Iteration 10Q: 3 clusters Score -728921.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -729025.750000 Penalty: 4336.000000
	Iteration 11Q: 3 clusters Score -729025.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -729096.312500 Penalty: 4336.000000
	Iteration 12Q: 3 clusters Score -729096.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -729153.375000 Penalty: 4336.000000
	Iteration 13Q: 3 clusters Score -729153.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -729205.687500 Penalty: 4336.000000
	Iteration 14Q: 3 clusters Score -729205.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -729245.375000 Penalty: 4336.000000
	Iteration 15Q: 3 clusters Score -729245.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -729283.562500 Penalty: 4336.000000
	Iteration 16Q: 3 clusters Score -729283.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -729323.187500 Penalty: 4336.000000
	Iteration 17Q: 3 clusters Score -729323.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -729362.625000 Penalty: 4336.000000
	Iteration 18Q: 3 clusters Score -729362.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -729401.875000 Penalty: 4336.000000
	Iteration 19Q: 3 clusters Score -729401.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -729440.312500 Penalty: 4336.000000
	Iteration 20F: 3 clusters Score -729440.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -729479.875000 Penalty: 4336.000000
	Iteration 21Q: 3 clusters Score -729479.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -729536.125000 Penalty: 4336.000000
	Iteration 22Q: 3 clusters Score -729536.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -729582.187500 Penalty: 4336.000000
	Iteration 23Q: 3 clusters Score -729582.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -729617.500000 Penalty: 4336.000000
	Iteration 24Q: 3 clusters Score -729617.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -729646.312500 Penalty: 4336.000000
	Iteration 25Q: 3 clusters Score -729646.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -729681.750000 Penalty: 4336.000000
	Iteration 26Q: 3 clusters Score -729681.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -729703.750000 Penalty: 4336.000000
	Iteration 27Q: 3 clusters Score -729703.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -729726.687500 Penalty: 4336.000000
	Iteration 28Q: 3 clusters Score -729726.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -729738.812500 Penalty: 4336.000000
	Iteration 29Q: 3 clusters Score -729738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -729755.437500 Penalty: 4336.000000
	Iteration 30Q: 3 clusters Score -729755.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -729762.875000 Penalty: 4336.000000
	Iteration 31Q: 3 clusters Score -729762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -729767.687500 Penalty: 4336.000000
	Iteration 32Q: 3 clusters Score -729767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -729771.187500 Penalty: 4336.000000
	Iteration 33Q: 3 clusters Score -729771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -729772.625000 Penalty: 4336.000000
	Iteration 34Q: 3 clusters Score -729772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -729774.125000 Penalty: 4336.000000
	Iteration 35Q: 3 clusters Score -729774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -729776.375000 Penalty: 4336.000000
	Iteration 36Q: 3 clusters Score -729776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -729777.500000 Penalty: 4336.000000
	Iteration 37Q: 3 clusters Score -729777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -729778.500000 Penalty: 4336.000000
	Iteration 38Q: 3 clusters Score -729778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -729778.500000 Penalty: 4336.000000
	Iteration 39Q: 3 clusters Score -729778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -729778.875000 Penalty: 4336.000000
	Iteration 40F: 3 clusters Score -729778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -729784.750000 Penalty: 4336.000000
	Iteration 41Q: 3 clusters Score -729784.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -729786.500000 Penalty: 4336.000000
	Iteration 42Q: 3 clusters Score -729786.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -729791.187500 Penalty: 4336.000000
	Iteration 43Q: 3 clusters Score -729791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -729798.750000 Penalty: 4336.000000
	Iteration 44Q: 3 clusters Score -729798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -729805.187500 Penalty: 4336.000000
	Iteration 45Q: 3 clusters Score -729805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -729811.062500 Penalty: 4336.000000
	Iteration 46Q: 3 clusters Score -729811.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -729823.875000 Penalty: 4336.000000
	Iteration 47Q: 3 clusters Score -729823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -729832.562500 Penalty: 4336.000000
	Iteration 48Q: 3 clusters Score -729832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -729835.562500 Penalty: 4336.000000
	Iteration 49Q: 3 clusters Score -729835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -729837.875000 Penalty: 4336.000000
	Iteration 50Q: 3 clusters Score -729837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -729841.250000 Penalty: 4336.000000
	Iteration 51Q: 3 clusters Score -729841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -729846.500000 Penalty: 4336.000000
	Iteration 52Q: 3 clusters Score -729846.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -729850.500000 Penalty: 4336.000000
	Iteration 53Q: 3 clusters Score -729850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -729853.562500 Penalty: 4336.000000
	Iteration 54Q: 3 clusters Score -729853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -729857.062500 Penalty: 4336.000000
	Iteration 55Q: 3 clusters Score -729857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -729860.312500 Penalty: 4336.000000
	Iteration 56Q: 3 clusters Score -729860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -729864.500000 Penalty: 4336.000000
	Iteration 57Q: 3 clusters Score -729864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -729869.625000 Penalty: 4336.000000
	Iteration 58Q: 3 clusters Score -729869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -729877.062500 Penalty: 4336.000000
	Iteration 59Q: 3 clusters Score -729877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -729884.562500 Penalty: 4336.000000
	Iteration 60F: 3 clusters Score -729884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -729890.937500 Penalty: 4336.000000
	Iteration 61Q: 3 clusters Score -729890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -729900.937500 Penalty: 4336.000000
	Iteration 62Q: 3 clusters Score -729900.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -729909.000000 Penalty: 4336.000000
	Iteration 63Q: 3 clusters Score -729909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -729913.000000 Penalty: 4336.000000
	Iteration 64Q: 3 clusters Score -729913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -729918.625000 Penalty: 4336.000000
	Iteration 65Q: 3 clusters Score -729918.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -729921.750000 Penalty: 4336.000000
	Iteration 66Q: 3 clusters Score -729921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -729927.625000 Penalty: 4336.000000
	Iteration 67Q: 3 clusters Score -729927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -729927.812500 Penalty: 4336.000000
	Iteration 68Q: 3 clusters Score -729927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -729927.187500 Penalty: 4336.000000
	Iteration 69Q: 3 clusters Score -729927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -729927.750000 Penalty: 4336.000000
	Iteration 70Q: 3 clusters Score -729927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -729927.750000 Penalty: 4336.000000
	Iteration 71F: 3 clusters Score -729927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Entering Unmasked Estep 
Score: -9359630.000000 Penalty: 2791.828857
	Iteration 0F: 2 clusters Score -9359630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -9307414.000000 Penalty: 5583.657715
	Iteration 0F: 3 clusters Score -9307414 nChanged 36585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -9328585.000000 Penalty: 5583.657715
	Iteration 1F: 3 clusters Score -9328585 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -9329725.000000 Penalty: 5583.657715
	Iteration 2Q: 3 clusters Score -9329725 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -9331496.000000 Penalty: 5583.657715
	Iteration 3Q: 3 clusters Score -9331496 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -9334857.000000 Penalty: 5583.657715
	Iteration 4F: 3 clusters Score -9334857 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -9340078.000000 Penalty: 5583.657715
	Iteration 5F: 3 clusters Score -9340078 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -9346068.000000 Penalty: 5583.657715
	Iteration 6F: 3 clusters Score -9346068 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -9351352.000000 Penalty: 5583.657715
	Iteration 7F: 3 clusters Score -9351352 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -9354622.000000 Penalty: 5583.657715
	Iteration 8Q: 3 clusters Score -9354622 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -9356182.000000 Penalty: 5583.657715
	Iteration 9Q: 3 clusters Score -9356182 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -9356807.000000 Penalty: 5583.657715
	Iteration 10Q: 3 clusters Score -9356807 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9356955.000000 Penalty: 5583.657715
	Iteration 11Q: 3 clusters Score -9356955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -9357032.000000 Penalty: 5583.657715
	Iteration 12Q: 3 clusters Score -9357032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9357062.000000 Penalty: 5583.657715
	Iteration 13Q: 3 clusters Score -9357062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9357087.000000 Penalty: 5583.657715
	Iteration 14Q: 3 clusters Score -9357087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -9357108.000000 Penalty: 5583.657715
	Iteration 15Q: 3 clusters Score -9357108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -9357124.000000 Penalty: 5583.657715
	Iteration 16Q: 3 clusters Score -9357124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -9357136.000000 Penalty: 5583.657715
	Iteration 17Q: 3 clusters Score -9357136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -9357143.000000 Penalty: 5583.657715
	Iteration 18Q: 3 clusters Score -9357143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -9357152.000000 Penalty: 5583.657715
	Iteration 19Q: 3 clusters Score -9357152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9357150.000000 Penalty: 5583.657715
	Iteration 20F: 3 clusters Score -9357150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -9357159.000000 Penalty: 5583.657715
	Iteration 21Q: 3 clusters Score -9357159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -9357171.000000 Penalty: 5583.657715
	Iteration 22Q: 3 clusters Score -9357171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -9357169.000000 Penalty: 5583.657715
	Iteration 23Q: 3 clusters Score -9357169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -9357170.000000 Penalty: 5583.657715
	Iteration 24Q: 3 clusters Score -9357170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -9357170.000000 Penalty: 5583.657715
	Iteration 25F: 3 clusters Score -9357170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (66327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Entering Unmasked Estep 
Score: -7909962.000000 Penalty: 2753.383301
	Iteration 0F: 2 clusters Score -7909962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -7865369.500000 Penalty: 5506.766602
	Iteration 0F: 3 clusters Score -7865370 nChanged 30950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -7882566.000000 Penalty: 5506.766602
	Iteration 1F: 3 clusters Score -7882566 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7883391.500000 Penalty: 5506.766602
	Iteration 2Q: 3 clusters Score -7883392 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7884634.500000 Penalty: 5506.766602
	Iteration 3Q: 3 clusters Score -7884634 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -7886549.000000 Penalty: 5506.766602
	Iteration 4F: 3 clusters Score -7886549 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7889713.500000 Penalty: 5506.766602
	Iteration 5F: 3 clusters Score -7889714 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -7894427.500000 Penalty: 5506.766602
	Iteration 6F: 3 clusters Score -7894428 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -7899540.500000 Penalty: 5506.766602
	Iteration 7F: 3 clusters Score -7899540 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -7903601.000000 Penalty: 5506.766602
	Iteration 8F: 3 clusters Score -7903601 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7905839.500000 Penalty: 5506.766602
	Iteration 9Q: 3 clusters Score -7905840 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7906762.500000 Penalty: 5506.766602
	Iteration 10Q: 3 clusters Score -7906762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7907192.500000 Penalty: 5506.766602
	Iteration 11Q: 3 clusters Score -7907192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7907384.500000 Penalty: 5506.766602
	Iteration 12Q: 3 clusters Score -7907384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7907466.000000 Penalty: 5506.766602
	Iteration 13Q: 3 clusters Score -7907466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7907533.000000 Penalty: 5506.766602
	Iteration 14Q: 3 clusters Score -7907533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7907574.000000 Penalty: 5506.766602
	Iteration 15Q: 3 clusters Score -7907574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7907581.500000 Penalty: 5506.766602
	Iteration 16Q: 3 clusters Score -7907582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7907592.500000 Penalty: 5506.766602
	Iteration 17Q: 3 clusters Score -7907592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7907607.000000 Penalty: 5506.766602
	Iteration 18Q: 3 clusters Score -7907607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7907614.500000 Penalty: 5506.766602
	Iteration 19Q: 3 clusters Score -7907614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7907616.000000 Penalty: 5506.766602
	Iteration 20F: 3 clusters Score -7907616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7907633.000000 Penalty: 5506.766602
	Iteration 21Q: 3 clusters Score -7907633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7907639.500000 Penalty: 5506.766602
	Iteration 22Q: 3 clusters Score -7907640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7907635.000000 Penalty: 5506.766602
	Iteration 23Q: 3 clusters Score -7907635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7907637.000000 Penalty: 5506.766602
	Iteration 24Q: 3 clusters Score -7907637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7907639.500000 Penalty: 5506.766602
	Iteration 25Q: 3 clusters Score -7907640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7907652.000000 Penalty: 5506.766602
	Iteration 26Q: 3 clusters Score -7907652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7907653.500000 Penalty: 5506.766602
	Iteration 27Q: 3 clusters Score -7907654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7907657.500000 Penalty: 5506.766602
	Iteration 28Q: 3 clusters Score -7907658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7907652.500000 Penalty: 5506.766602
	Iteration 29Q: 3 clusters Score -7907652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7907647.500000 Penalty: 5506.766602
	Iteration 30Q: 3 clusters Score -7907648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7907649.000000 Penalty: 5506.766602
	Iteration 31Q: 3 clusters Score -7907649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7907649.000000 Penalty: 5506.766602
	Iteration 32F: 3 clusters Score -7907649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -447106.781250 Penalty: 2055.182373
	Iteration 0F: 2 clusters Score -447106.8 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 1948 members 
Entering Unmasked Estep 
Score: -443221.250000 Penalty: 4110.364746
	Iteration 0F: 3 clusters Score -443221.2 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -444180.687500 Penalty: 4110.364746
	Iteration 1F: 3 clusters Score -444180.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -444415.968750 Penalty: 4110.364746
	Iteration 2F: 3 clusters Score -444416 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -444578.812500 Penalty: 4110.364746
	Iteration 3F: 3 clusters Score -444578.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -444732.156250 Penalty: 4110.364746
	Iteration 4F: 3 clusters Score -444732.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -444865.312500 Penalty: 4110.364746
	Iteration 5Q: 3 clusters Score -444865.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445015.125000 Penalty: 4110.364746
	Iteration 6Q: 3 clusters Score -445015.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -445209.156250 Penalty: 4110.364746
	Iteration 7Q: 3 clusters Score -445209.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -445411.875000 Penalty: 4110.364746
	Iteration 8Q: 3 clusters Score -445411.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -445646.031250 Penalty: 4110.364746
	Iteration 9Q: 3 clusters Score -445646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -445896.843750 Penalty: 4110.364746
	Iteration 10Q: 3 clusters Score -445896.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -446143.562500 Penalty: 4110.364746
	Iteration 11Q: 3 clusters Score -446143.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -446414.968750 Penalty: 4110.364746
	Iteration 12Q: 3 clusters Score -446415 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -446699.343750 Penalty: 4110.364746
	Iteration 13Q: 3 clusters Score -446699.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -447066.156250 Penalty: 4110.364746
	Iteration 14Q: 3 clusters Score -447066.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -447579.968750 Penalty: 4110.364746
	Iteration 15Q: 3 clusters Score -447580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -447977.156250 Penalty: 4110.364746
	Iteration 16Q: 3 clusters Score -447977.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -448021.593750 Penalty: 4110.364746
	Iteration 17Q: 3 clusters Score -448021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -448021.593750 Penalty: 4110.364746
	Iteration 18Q: 3 clusters Score -448021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -448021.593750 Penalty: 4110.364746
	Iteration 19F: 3 clusters Score -448021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66327 members 
Mstep: Class 31 contains 2625 members 
Mstep: Class 32 contains 9291 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
Score: -45036564.000000 Penalty: 108619.007812
Splitting cluster 31 changes total score from -45036720.000000 to -45036564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1023016.250000 Penalty: 2265.926758
	Iteration 0F: 2 clusters Score -1023016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1015775.812500 Penalty: 4531.853516
	Iteration 0F: 3 clusters Score -1015776 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1018094.437500 Penalty: 4531.853516
	Iteration 1F: 3 clusters Score -1018094 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1018621.000000 Penalty: 4531.853516
	Iteration 2F: 3 clusters Score -1018621 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1019083.937500 Penalty: 4531.853516
	Iteration 3F: 3 clusters Score -1019084 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1019498.937500 Penalty: 4531.853516
	Iteration 4F: 3 clusters Score -1019499 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1019845.125000 Penalty: 4531.853516
	Iteration 5F: 3 clusters Score -1019845 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1020093.500000 Penalty: 4531.853516
	Iteration 6Q: 3 clusters Score -1020094 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1020285.312500 Penalty: 4531.853516
	Iteration 7Q: 3 clusters Score -1020285 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1020407.250000 Penalty: 4531.853516
	Iteration 8Q: 3 clusters Score -1020407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1020498.437500 Penalty: 4531.853516
	Iteration 9Q: 3 clusters Score -1020498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1020564.062500 Penalty: 4531.853516
	Iteration 10Q: 3 clusters Score -1020564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1020629.562500 Penalty: 4531.853516
	Iteration 11Q: 3 clusters Score -1020630 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1020697.250000 Penalty: 4531.853516
	Iteration 12Q: 3 clusters Score -1020697 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1020757.937500 Penalty: 4531.853516
	Iteration 13Q: 3 clusters Score -1020758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1020809.000000 Penalty: 4531.853516
	Iteration 14Q: 3 clusters Score -1020809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1020853.562500 Penalty: 4531.853516
	Iteration 15Q: 3 clusters Score -1020854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1020893.187500 Penalty: 4531.853516
	Iteration 16Q: 3 clusters Score -1020893 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1020930.125000 Penalty: 4531.853516
	Iteration 17Q: 3 clusters Score -1020930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1020971.625000 Penalty: 4531.853516
	Iteration 18Q: 3 clusters Score -1020972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1021019.250000 Penalty: 4531.853516
	Iteration 19Q: 3 clusters Score -1021019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1021064.437500 Penalty: 4531.853516
	Iteration 20F: 3 clusters Score -1021064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1021108.437500 Penalty: 4531.853516
	Iteration 21Q: 3 clusters Score -1021108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1021149.750000 Penalty: 4531.853516
	Iteration 22Q: 3 clusters Score -1021150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1021197.125000 Penalty: 4531.853516
	Iteration 23Q: 3 clusters Score -1021197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1021230.937500 Penalty: 4531.853516
	Iteration 24Q: 3 clusters Score -1021231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1021254.750000 Penalty: 4531.853516
	Iteration 25Q: 3 clusters Score -1021255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1021278.812500 Penalty: 4531.853516
	Iteration 26Q: 3 clusters Score -1021279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1021300.562500 Penalty: 4531.853516
	Iteration 27Q: 3 clusters Score -1021301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1021314.562500 Penalty: 4531.853516
	Iteration 28Q: 3 clusters Score -1021315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1021319.500000 Penalty: 4531.853516
	Iteration 29Q: 3 clusters Score -1021320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1021330.312500 Penalty: 4531.853516
	Iteration 30Q: 3 clusters Score -1021330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1021336.312500 Penalty: 4531.853516
	Iteration 31Q: 3 clusters Score -1021336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1021342.562500 Penalty: 4531.853516
	Iteration 32Q: 3 clusters Score -1021343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1021354.125000 Penalty: 4531.853516
	Iteration 33Q: 3 clusters Score -1021354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1021359.062500 Penalty: 4531.853516
	Iteration 34Q: 3 clusters Score -1021359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1021366.312500 Penalty: 4531.853516
	Iteration 35Q: 3 clusters Score -1021366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1021372.750000 Penalty: 4531.853516
	Iteration 36Q: 3 clusters Score -1021373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1021378.062500 Penalty: 4531.853516
	Iteration 37Q: 3 clusters Score -1021378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1021383.687500 Penalty: 4531.853516
	Iteration 38Q: 3 clusters Score -1021384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1021388.812500 Penalty: 4531.853516
	Iteration 39Q: 3 clusters Score -1021389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1021392.250000 Penalty: 4531.853516
	Iteration 40F: 3 clusters Score -1021392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1021396.937500 Penalty: 4531.853516
	Iteration 41Q: 3 clusters Score -1021397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1021399.937500 Penalty: 4531.853516
	Iteration 42Q: 3 clusters Score -1021400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1021408.312500 Penalty: 4531.853516
	Iteration 43Q: 3 clusters Score -1021408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1021410.562500 Penalty: 4531.853516
	Iteration 44Q: 3 clusters Score -1021411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1021415.812500 Penalty: 4531.853516
	Iteration 45Q: 3 clusters Score -1021416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1021416.812500 Penalty: 4531.853516
	Iteration 46Q: 3 clusters Score -1021417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1021420.187500 Penalty: 4531.853516
	Iteration 47Q: 3 clusters Score -1021420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1021421.000000 Penalty: 4531.853516
	Iteration 48Q: 3 clusters Score -1021421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1021419.812500 Penalty: 4531.853516
	Iteration 49Q: 3 clusters Score -1021420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1021418.625000 Penalty: 4531.853516
	Iteration 50Q: 3 clusters Score -1021419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1021418.375000 Penalty: 4531.853516
	Iteration 51Q: 3 clusters Score -1021418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1021421.187500 Penalty: 4531.853516
	Iteration 52Q: 3 clusters Score -1021421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1021420.875000 Penalty: 4531.853516
	Iteration 53Q: 3 clusters Score -1021421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1021422.062500 Penalty: 4531.853516
	Iteration 54Q: 3 clusters Score -1021422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1021422.062500 Penalty: 4531.853516
	Iteration 55F: 3 clusters Score -1021422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Entering Unmasked Estep 
Score: -1278409.750000 Penalty: 2307.259766
	Iteration 0F: 2 clusters Score -1278410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1270119.625000 Penalty: 4614.519531
	Iteration 0F: 3 clusters Score -1270120 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1272622.375000 Penalty: 4614.519531
	Iteration 1F: 3 clusters Score -1272622 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1273120.375000 Penalty: 4614.519531
	Iteration 2F: 3 clusters Score -1273120 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1273731.750000 Penalty: 4614.519531
	Iteration 3F: 3 clusters Score -1273732 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1274463.750000 Penalty: 4614.519531
	Iteration 4F: 3 clusters Score -1274464 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1275188.750000 Penalty: 4614.519531
	Iteration 5F: 3 clusters Score -1275189 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1275817.125000 Penalty: 4614.519531
	Iteration 6F: 3 clusters Score -1275817 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1276430.000000 Penalty: 4614.519531
	Iteration 7F: 3 clusters Score -1276430 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1276969.000000 Penalty: 4614.519531
	Iteration 8Q: 3 clusters Score -1276969 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1277382.375000 Penalty: 4614.519531
	Iteration 9Q: 3 clusters Score -1277382 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1277703.875000 Penalty: 4614.519531
	Iteration 10Q: 3 clusters Score -1277704 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1277902.500000 Penalty: 4614.519531
	Iteration 11Q: 3 clusters Score -1277902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1278053.750000 Penalty: 4614.519531
	Iteration 12Q: 3 clusters Score -1278054 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1278189.000000 Penalty: 4614.519531
	Iteration 13Q: 3 clusters Score -1278189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1278319.000000 Penalty: 4614.519531
	Iteration 14Q: 3 clusters Score -1278319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1278402.375000 Penalty: 4614.519531
	Iteration 15Q: 3 clusters Score -1278402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1278466.000000 Penalty: 4614.519531
	Iteration 16Q: 3 clusters Score -1278466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1278499.500000 Penalty: 4614.519531
	Iteration 17Q: 3 clusters Score -1278500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1278511.125000 Penalty: 4614.519531
	Iteration 18Q: 3 clusters Score -1278511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1278525.000000 Penalty: 4614.519531
	Iteration 19Q: 3 clusters Score -1278525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1278529.875000 Penalty: 4614.519531
	Iteration 20F: 3 clusters Score -1278530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1278531.000000 Penalty: 4614.519531
	Iteration 21Q: 3 clusters Score -1278531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1278533.625000 Penalty: 4614.519531
	Iteration 22Q: 3 clusters Score -1278534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1278536.000000 Penalty: 4614.519531
	Iteration 23Q: 3 clusters Score -1278536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1278536.750000 Penalty: 4614.519531
	Iteration 24Q: 3 clusters Score -1278537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1278536.875000 Penalty: 4614.519531
	Iteration 25Q: 3 clusters Score -1278537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1278539.750000 Penalty: 4614.519531
	Iteration 26Q: 3 clusters Score -1278540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1278538.500000 Penalty: 4614.519531
	Iteration 27Q: 3 clusters Score -1278538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1278539.125000 Penalty: 4614.519531
	Iteration 28Q: 3 clusters Score -1278539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1278539.125000 Penalty: 4614.519531
	Iteration 29F: 3 clusters Score -1278539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 8615 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66327 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9291 members 
Mstep: Class 33 contains 2361 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
Score: -45036016.000000 Penalty: 108619.007812
Splitting cluster 33 changes total score from -45036720.000000 to -45036016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -188216.796875 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -188216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -185782.421875 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -185782.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -186503.453125 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -186503.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187031.734375 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -187031.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -187479.328125 Penalty: 3732.449951
	Iteration 3F: 3 clusters Score -187479.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187736.859375 Penalty: 3732.449951
	Iteration 4F: 3 clusters Score -187736.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -187847.906250 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -187847.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187900.468750 Penalty: 3732.449951
	Iteration 6Q: 3 clusters Score -187900.5 nChanged 25
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: -187933.609375 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -187933.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187958.015625 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -187958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187975.703125 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -187975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187983.687500 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -187983.7 nChanged 6
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: -187991.625000 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -187991.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188000.187500 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -188000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -188007.484375 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -188007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188009.046875 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -188009 nChanged 1
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: -188009.375000 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -188009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188011.000000 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -188011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188011.531250 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -188011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188011.531250 Penalty: 3732.449951
	Iteration 18F: 3 clusters Score -188011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -430698.718750 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -430698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -426970.125000 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -426970.1 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -427771.500000 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -427771.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427985.500000 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -427985.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -428112.343750 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -428112.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -428194.062500 Penalty: 4078.253418
	Iteration 4Q: 3 clusters Score -428194.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -428253.500000 Penalty: 4078.253418
	Iteration 5Q: 3 clusters Score -428253.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -428296.437500 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -428296.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -428329.156250 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -428329.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -428360.062500 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -428360.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -428385.187500 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -428385.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -428411.062500 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -428411.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -428435.468750 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -428435.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -428457.812500 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -428457.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -428470.593750 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -428470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -428478.843750 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -428478.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -428488.625000 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -428488.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -428498.687500 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -428498.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -428509.093750 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -428509.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -428519.281250 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -428519.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428529.218750 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -428529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -428540.312500 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -428540.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -428549.812500 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -428549.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -428559.843750 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -428559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -428570.812500 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -428570.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -428582.875000 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -428582.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -428592.968750 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -428593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -428605.468750 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -428605.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -428621.562500 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -428621.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -428634.468750 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -428634.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -428646.875000 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -428646.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -428658.593750 Penalty: 4078.253418
	Iteration 30Q: 3 clusters Score -428658.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -428676.750000 Penalty: 4078.253418
	Iteration 31Q: 3 clusters Score -428676.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -428701.187500 Penalty: 4078.253418
	Iteration 32Q: 3 clusters Score -428701.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -428722.093750 Penalty: 4078.253418
	Iteration 33Q: 3 clusters Score -428722.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -428760.562500 Penalty: 4078.253418
	Iteration 34Q: 3 clusters Score -428760.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -428837.000000 Penalty: 4078.253418
	Iteration 35Q: 3 clusters Score -428837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -428957.187500 Penalty: 4078.253418
	Iteration 36Q: 3 clusters Score -428957.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -429201.218750 Penalty: 4078.253418
	Iteration 37Q: 3 clusters Score -429201.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -429505.437500 Penalty: 4078.253418
	Iteration 38Q: 3 clusters Score -429505.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -429770.531250 Penalty: 4078.253418
	Iteration 39Q: 3 clusters Score -429770.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429981.312500 Penalty: 4078.253418
	Iteration 40F: 3 clusters Score -429981.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -430127.593750 Penalty: 4078.253418
	Iteration 41Q: 3 clusters Score -430127.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -430201.250000 Penalty: 4078.253418
	Iteration 42Q: 3 clusters Score -430201.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -430223.718750 Penalty: 4078.253418
	Iteration 43Q: 3 clusters Score -430223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -430232.593750 Penalty: 4078.253418
	Iteration 44Q: 3 clusters Score -430232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -430239.312500 Penalty: 4078.253418
	Iteration 45Q: 3 clusters Score -430239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -430243.000000 Penalty: 4078.253418
	Iteration 46Q: 3 clusters Score -430243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -430245.562500 Penalty: 4078.253418
	Iteration 47Q: 3 clusters Score -430245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430247.875000 Penalty: 4078.253418
	Iteration 48Q: 3 clusters Score -430247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -430249.968750 Penalty: 4078.253418
	Iteration 49Q: 3 clusters Score -430250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -430250.375000 Penalty: 4078.253418
	Iteration 50Q: 3 clusters Score -430250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -430251.031250 Penalty: 4078.253418
	Iteration 51Q: 3 clusters Score -430251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -430251.031250 Penalty: 4078.253418
	Iteration 52F: 3 clusters Score -430251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66327 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9291 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036720.000000 Penalty: 105424.328125
Iteration 159Q: 34 clusters Score -4.503672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2662 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66325 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9283 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036708.000000 Penalty: 105424.328125
Iteration 160F: 34 clusters Score -4.503671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66326 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9279 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036716.000000 Penalty: 105424.328125
Iteration 161Q: 34 clusters Score -4.503672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7452 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66320 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9274 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036696.000000 Penalty: 105424.328125
Iteration 162Q: 34 clusters Score -4.50367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66316 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9274 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036728.000000 Penalty: 105424.328125
Iteration 163Q: 34 clusters Score -4.503673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66316 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9271 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036716.000000 Penalty: 105424.328125
Iteration 164Q: 34 clusters Score -4.503672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66311 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9271 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036704.000000 Penalty: 105424.328125
Iteration 165Q: 34 clusters Score -4.50367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66308 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9266 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036708.000000 Penalty: 105424.328125
Iteration 166Q: 34 clusters Score -4.503671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66307 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9261 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036712.000000 Penalty: 105424.328125
Iteration 167Q: 34 clusters Score -4.503671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66307 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9255 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036716.000000 Penalty: 105424.328125
Iteration 168Q: 34 clusters Score -4.503672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66307 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9252 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 169Q: 34 clusters Score -4.50367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7487 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66305 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9252 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036688.000000 Penalty: 105424.328125
Iteration 170Q: 34 clusters Score -4.503669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77449 members 
Mstep: Class 30 contains 66301 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9248 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1854 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036688.000000 Penalty: 105424.328125
Iteration 171Q: 34 clusters Score -4.503669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77448 members 
Mstep: Class 30 contains 66301 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9246 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036688.000000 Penalty: 105424.328125
Iteration 172Q: 34 clusters Score -4.503669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77444 members 
Mstep: Class 30 contains 66302 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9244 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036720.000000 Penalty: 105424.328125
Iteration 173Q: 34 clusters Score -4.503672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77444 members 
Mstep: Class 30 contains 66302 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9239 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036708.000000 Penalty: 105424.328125
Iteration 174Q: 34 clusters Score -4.503671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77444 members 
Mstep: Class 30 contains 66298 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9238 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036744.000000 Penalty: 105424.328125
Iteration 175Q: 34 clusters Score -4.503674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77444 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9235 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036728.000000 Penalty: 105424.328125
Iteration 176Q: 34 clusters Score -4.503673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77444 members 
Mstep: Class 30 contains 66295 members 
Mstep: Class 31 contains 3971 members 
Mstep: Class 32 contains 9232 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036716.000000 Penalty: 105424.328125
Iteration 177Q: 34 clusters Score -4.503672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7521 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66297 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9223 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 178Q: 34 clusters Score -4.50367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66298 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9217 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036712.000000 Penalty: 105424.328125
Iteration 179Q: 34 clusters Score -4.503671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66297 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9215 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036708.000000 Penalty: 105424.328125
Iteration 180F: 34 clusters Score -4.503671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66297 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 181Q: 34 clusters Score -4.50367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66297 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036708.000000 Penalty: 105424.328125
Iteration 182Q: 34 clusters Score -4.503671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 183Q: 34 clusters Score -4.50367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45036700.000000 Penalty: 105424.328125
Iteration 184F: 34 clusters Score -4.50367e+07 nChanged 0
Entering ConstructFrom: 
Score: -45036700.000000 Penalty: 105424.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -256621.750000 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -256621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -253807.953125 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -253808 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -254403.218750 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -254403.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -254575.968750 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -254576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -254729.125000 Penalty: 3838.506104
	Iteration 3F: 3 clusters Score -254729.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -254880.234375 Penalty: 3838.506104
	Iteration 4F: 3 clusters Score -254880.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -255015.671875 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -255015.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -255108.250000 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -255108.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -255183.765625 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -255183.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -255248.234375 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -255248.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -255288.562500 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -255288.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255317.953125 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -255318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -255336.859375 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -255336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -255354.796875 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -255354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -255370.687500 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -255370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -255383.187500 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -255383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -255397.234375 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -255397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -255409.203125 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -255409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -255418.625000 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -255418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -255425.390625 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -255425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255429.968750 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -255430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255433.156250 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -255433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -255436.562500 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -255436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255437.484375 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -255437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255438.296875 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -255438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -255440.328125 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -255440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -255441.546875 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -255441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255447.406250 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -255447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -255449.984375 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -255450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -255450.156250 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -255450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255450.375000 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -255450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -255451.031250 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -255451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -255451.031250 Penalty: 3838.506104
	Iteration 31F: 3 clusters Score -255451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1392225.875000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1392226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1383565.500000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1383566 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1386070.875000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1386071 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1386338.250000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1386338 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1386526.750000 Penalty: 4638.899902
	Iteration 3Q: 3 clusters Score -1386527 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1386675.750000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1386676 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1386802.500000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1386802 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1386890.000000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1386890 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1386969.250000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1386969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1387035.000000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1387035 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1387103.375000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1387103 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1387174.750000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1387175 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1387245.625000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1387246 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1387308.500000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1387308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1387369.500000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1387370 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1387448.375000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1387448 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1387535.375000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1387535 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1387627.500000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1387628 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1387739.875000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1387740 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1387865.250000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1387865 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1388043.750000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1388044 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1388244.500000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1388244 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1388461.875000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1388462 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1388593.000000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1388593 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1388686.125000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1388686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1388737.375000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1388737 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1388793.125000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1388793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1388837.875000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1388838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1388888.375000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1388888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1388928.125000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1388928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1388973.250000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1388973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1389006.625000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1389007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1389028.000000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1389028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1389062.250000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1389062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1389097.375000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1389097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1389128.250000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1389128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1389155.375000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1389155 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1389179.125000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1389179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1389208.875000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1389209 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1389237.375000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1389237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1389268.250000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1389268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1389294.375000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1389294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1389319.500000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1389320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1389337.000000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1389337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1389371.500000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1389372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1389388.875000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1389389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1389412.125000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1389412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1389435.125000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1389435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1389463.625000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1389464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1389488.250000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1389488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1389517.625000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1389518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1389547.375000 Penalty: 4638.899902
	Iteration 50Q: 3 clusters Score -1389547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1389569.750000 Penalty: 4638.899902
	Iteration 51Q: 3 clusters Score -1389570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1389592.625000 Penalty: 4638.899902
	Iteration 52Q: 3 clusters Score -1389593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1389621.875000 Penalty: 4638.899902
	Iteration 53Q: 3 clusters Score -1389622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1389645.250000 Penalty: 4638.899902
	Iteration 54Q: 3 clusters Score -1389645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1389680.250000 Penalty: 4638.899902
	Iteration 55Q: 3 clusters Score -1389680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1389699.500000 Penalty: 4638.899902
	Iteration 56Q: 3 clusters Score -1389700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1389716.625000 Penalty: 4638.899902
	Iteration 57Q: 3 clusters Score -1389717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1389735.375000 Penalty: 4638.899902
	Iteration 58Q: 3 clusters Score -1389735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1389743.375000 Penalty: 4638.899902
	Iteration 59Q: 3 clusters Score -1389743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1389755.250000 Penalty: 4638.899902
	Iteration 60F: 3 clusters Score -1389755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1389767.875000 Penalty: 4638.899902
	Iteration 61Q: 3 clusters Score -1389768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1389786.250000 Penalty: 4638.899902
	Iteration 62Q: 3 clusters Score -1389786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1389805.750000 Penalty: 4638.899902
	Iteration 63Q: 3 clusters Score -1389806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1389820.625000 Penalty: 4638.899902
	Iteration 64Q: 3 clusters Score -1389821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1389835.250000 Penalty: 4638.899902
	Iteration 65Q: 3 clusters Score -1389835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1389846.250000 Penalty: 4638.899902
	Iteration 66Q: 3 clusters Score -1389846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1389853.750000 Penalty: 4638.899902
	Iteration 67Q: 3 clusters Score -1389854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1389863.625000 Penalty: 4638.899902
	Iteration 68Q: 3 clusters Score -1389864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1389869.250000 Penalty: 4638.899902
	Iteration 69Q: 3 clusters Score -1389869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1389877.125000 Penalty: 4638.899902
	Iteration 70Q: 3 clusters Score -1389877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1389880.250000 Penalty: 4638.899902
	Iteration 71Q: 3 clusters Score -1389880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1389885.125000 Penalty: 4638.899902
	Iteration 72Q: 3 clusters Score -1389885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1389891.250000 Penalty: 4638.899902
	Iteration 73Q: 3 clusters Score -1389891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1389897.125000 Penalty: 4638.899902
	Iteration 74Q: 3 clusters Score -1389897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1389908.000000 Penalty: 4638.899902
	Iteration 75Q: 3 clusters Score -1389908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1389909.875000 Penalty: 4638.899902
	Iteration 76Q: 3 clusters Score -1389910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1389922.875000 Penalty: 4638.899902
	Iteration 77Q: 3 clusters Score -1389923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1389933.250000 Penalty: 4638.899902
	Iteration 78Q: 3 clusters Score -1389933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1389935.125000 Penalty: 4638.899902
	Iteration 79Q: 3 clusters Score -1389935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1389942.625000 Penalty: 4638.899902
	Iteration 80F: 3 clusters Score -1389943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1389947.125000 Penalty: 4638.899902
	Iteration 81Q: 3 clusters Score -1389947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1389950.500000 Penalty: 4638.899902
	Iteration 82Q: 3 clusters Score -1389950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1389953.375000 Penalty: 4638.899902
	Iteration 83Q: 3 clusters Score -1389953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1389951.625000 Penalty: 4638.899902
	Iteration 84Q: 3 clusters Score -1389952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1389954.375000 Penalty: 4638.899902
	Iteration 85Q: 3 clusters Score -1389954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1389957.375000 Penalty: 4638.899902
	Iteration 86Q: 3 clusters Score -1389957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1389959.750000 Penalty: 4638.899902
	Iteration 87Q: 3 clusters Score -1389960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1389967.750000 Penalty: 4638.899902
	Iteration 88Q: 3 clusters Score -1389968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1389968.000000 Penalty: 4638.899902
	Iteration 89Q: 3 clusters Score -1389968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1389972.375000 Penalty: 4638.899902
	Iteration 90Q: 3 clusters Score -1389972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1389972.000000 Penalty: 4638.899902
	Iteration 91Q: 3 clusters Score -1389972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1389973.250000 Penalty: 4638.899902
	Iteration 92Q: 3 clusters Score -1389973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1389973.500000 Penalty: 4638.899902
	Iteration 93Q: 3 clusters Score -1389974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1389974.375000 Penalty: 4638.899902
	Iteration 94Q: 3 clusters Score -1389974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1389979.750000 Penalty: 4638.899902
	Iteration 95Q: 3 clusters Score -1389980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1389983.125000 Penalty: 4638.899902
	Iteration 96Q: 3 clusters Score -1389983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1389991.625000 Penalty: 4638.899902
	Iteration 97Q: 3 clusters Score -1389992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1389994.375000 Penalty: 4638.899902
	Iteration 98Q: 3 clusters Score -1389994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1389997.250000 Penalty: 4638.899902
	Iteration 99Q: 3 clusters Score -1389997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1390001.750000 Penalty: 4638.899902
	Iteration 100F: 3 clusters Score -1390002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1390002.875000 Penalty: 4638.899902
	Iteration 101Q: 3 clusters Score -1390003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1390002.750000 Penalty: 4638.899902
	Iteration 102Q: 3 clusters Score -1390003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1390012.250000 Penalty: 4638.899902
	Iteration 103Q: 3 clusters Score -1390012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1390013.750000 Penalty: 4638.899902
	Iteration 104Q: 3 clusters Score -1390014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1390013.750000 Penalty: 4638.899902
	Iteration 105Q: 3 clusters Score -1390014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1390013.000000 Penalty: 4638.899902
	Iteration 106Q: 3 clusters Score -1390013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1390016.000000 Penalty: 4638.899902
	Iteration 107Q: 3 clusters Score -1390016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1390020.250000 Penalty: 4638.899902
	Iteration 108Q: 3 clusters Score -1390020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1390021.125000 Penalty: 4638.899902
	Iteration 109Q: 3 clusters Score -1390021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1390020.875000 Penalty: 4638.899902
	Iteration 110Q: 3 clusters Score -1390021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1390019.250000 Penalty: 4638.899902
	Iteration 111Q: 3 clusters Score -1390019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1390020.125000 Penalty: 4638.899902
	Iteration 112Q: 3 clusters Score -1390020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1390020.125000 Penalty: 4638.899902
	Iteration 113F: 3 clusters Score -1390020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -878126.625000 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -878126.6 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 3751 members 
Entering Unmasked Estep 
Score: -872002.375000 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -872002.4 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -873549.000000 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -873549 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -873845.312500 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -873845.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -874108.875000 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -874108.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -874390.250000 Penalty: 4429.590820
	Iteration 4F: 3 clusters Score -874390.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -874694.125000 Penalty: 4429.590820
	Iteration 5F: 3 clusters Score -874694.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -874970.500000 Penalty: 4429.590820
	Iteration 6F: 3 clusters Score -874970.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -875178.062500 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -875178.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -875336.500000 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -875336.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -875452.812500 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -875452.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -875559.000000 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -875559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -875631.812500 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -875631.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -875685.937500 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -875685.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -875731.937500 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -875731.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -875775.187500 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -875775.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -875801.562500 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -875801.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -875826.375000 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -875826.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -875843.562500 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -875843.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -875862.937500 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -875862.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -875873.312500 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -875873.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -875885.625000 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -875885.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -875906.937500 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -875906.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -875923.187500 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -875923.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -875945.000000 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -875945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -875964.000000 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -875964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -875983.500000 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -875983.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -875991.500000 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -875991.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -876001.312500 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -876001.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -876007.562500 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -876007.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -876017.250000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -876017.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -876024.687500 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -876024.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -876032.812500 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -876032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -876040.687500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -876040.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -876047.750000 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -876047.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -876054.812500 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -876054.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -876059.375000 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -876059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -876065.875000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -876065.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -876071.500000 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -876071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -876074.312500 Penalty: 4429.590820
	Iteration 38Q: 3 clusters Score -876074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -876079.625000 Penalty: 4429.590820
	Iteration 39Q: 3 clusters Score -876079.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -876086.312500 Penalty: 4429.590820
	Iteration 40F: 3 clusters Score -876086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -876093.312500 Penalty: 4429.590820
	Iteration 41Q: 3 clusters Score -876093.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -876099.125000 Penalty: 4429.590820
	Iteration 42Q: 3 clusters Score -876099.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -876104.312500 Penalty: 4429.590820
	Iteration 43Q: 3 clusters Score -876104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -876109.562500 Penalty: 4429.590820
	Iteration 44Q: 3 clusters Score -876109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -876113.937500 Penalty: 4429.590820
	Iteration 45Q: 3 clusters Score -876113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -876114.375000 Penalty: 4429.590820
	Iteration 46Q: 3 clusters Score -876114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -876115.687500 Penalty: 4429.590820
	Iteration 47Q: 3 clusters Score -876115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -876117.812500 Penalty: 4429.590820
	Iteration 48Q: 3 clusters Score -876117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -876119.437500 Penalty: 4429.590820
	Iteration 49Q: 3 clusters Score -876119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -876119.250000 Penalty: 4429.590820
	Iteration 50Q: 3 clusters Score -876119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -876123.812500 Penalty: 4429.590820
	Iteration 51Q: 3 clusters Score -876123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -876127.750000 Penalty: 4429.590820
	Iteration 52Q: 3 clusters Score -876127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -876130.187500 Penalty: 4429.590820
	Iteration 53Q: 3 clusters Score -876130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -876129.062500 Penalty: 4429.590820
	Iteration 54Q: 3 clusters Score -876129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -876129.062500 Penalty: 4429.590820
	Iteration 55F: 3 clusters Score -876129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1706187.500000 Penalty: 2372.450928
	Iteration 0F: 2 clusters Score -1706188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1695722.500000 Penalty: 4744.901855
	Iteration 0F: 3 clusters Score -1695722 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1698948.500000 Penalty: 4744.901855
	Iteration 1F: 3 clusters Score -1698948 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1699253.125000 Penalty: 4744.901855
	Iteration 2F: 3 clusters Score -1699253 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1699502.375000 Penalty: 4744.901855
	Iteration 3Q: 3 clusters Score -1699502 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1699705.250000 Penalty: 4744.901855
	Iteration 4Q: 3 clusters Score -1699705 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1699853.125000 Penalty: 4744.901855
	Iteration 5Q: 3 clusters Score -1699853 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1699965.125000 Penalty: 4744.901855
	Iteration 6Q: 3 clusters Score -1699965 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1700046.625000 Penalty: 4744.901855
	Iteration 7Q: 3 clusters Score -1700047 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1700121.000000 Penalty: 4744.901855
	Iteration 8Q: 3 clusters Score -1700121 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1700181.750000 Penalty: 4744.901855
	Iteration 9Q: 3 clusters Score -1700182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1700245.250000 Penalty: 4744.901855
	Iteration 10Q: 3 clusters Score -1700245 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1700294.375000 Penalty: 4744.901855
	Iteration 11Q: 3 clusters Score -1700294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1700329.875000 Penalty: 4744.901855
	Iteration 12Q: 3 clusters Score -1700330 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1700376.500000 Penalty: 4744.901855
	Iteration 13Q: 3 clusters Score -1700376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1700417.250000 Penalty: 4744.901855
	Iteration 14Q: 3 clusters Score -1700417 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1700455.500000 Penalty: 4744.901855
	Iteration 15Q: 3 clusters Score -1700456 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1700488.625000 Penalty: 4744.901855
	Iteration 16Q: 3 clusters Score -1700489 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1700554.000000 Penalty: 4744.901855
	Iteration 17Q: 3 clusters Score -1700554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1700605.750000 Penalty: 4744.901855
	Iteration 18Q: 3 clusters Score -1700606 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1700679.000000 Penalty: 4744.901855
	Iteration 19Q: 3 clusters Score -1700679 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1700758.500000 Penalty: 4744.901855
	Iteration 20F: 3 clusters Score -1700758 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1700886.500000 Penalty: 4744.901855
	Iteration 21Q: 3 clusters Score -1700886 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1701068.250000 Penalty: 4744.901855
	Iteration 22Q: 3 clusters Score -1701068 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1701293.250000 Penalty: 4744.901855
	Iteration 23Q: 3 clusters Score -1701293 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1701591.250000 Penalty: 4744.901855
	Iteration 24Q: 3 clusters Score -1701591 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1701961.375000 Penalty: 4744.901855
	Iteration 25Q: 3 clusters Score -1701961 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1702360.500000 Penalty: 4744.901855
	Iteration 26Q: 3 clusters Score -1702360 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1702776.750000 Penalty: 4744.901855
	Iteration 27Q: 3 clusters Score -1702777 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1703124.500000 Penalty: 4744.901855
	Iteration 28Q: 3 clusters Score -1703124 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1703440.625000 Penalty: 4744.901855
	Iteration 29Q: 3 clusters Score -1703441 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1703670.625000 Penalty: 4744.901855
	Iteration 30Q: 3 clusters Score -1703671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1703822.750000 Penalty: 4744.901855
	Iteration 31Q: 3 clusters Score -1703823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1703906.875000 Penalty: 4744.901855
	Iteration 32Q: 3 clusters Score -1703907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1703969.375000 Penalty: 4744.901855
	Iteration 33Q: 3 clusters Score -1703969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1704003.500000 Penalty: 4744.901855
	Iteration 34Q: 3 clusters Score -1704004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1704028.750000 Penalty: 4744.901855
	Iteration 35Q: 3 clusters Score -1704029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1704060.250000 Penalty: 4744.901855
	Iteration 36Q: 3 clusters Score -1704060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1704080.250000 Penalty: 4744.901855
	Iteration 37Q: 3 clusters Score -1704080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1704090.125000 Penalty: 4744.901855
	Iteration 38Q: 3 clusters Score -1704090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1704097.375000 Penalty: 4744.901855
	Iteration 39Q: 3 clusters Score -1704097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1704098.125000 Penalty: 4744.901855
	Iteration 40F: 3 clusters Score -1704098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1322434.625000 Penalty: 2313.903076
	Iteration 0F: 2 clusters Score -1322435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1313922.125000 Penalty: 4627.806152
	Iteration 0F: 3 clusters Score -1313922 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1316554.125000 Penalty: 4627.806152
	Iteration 1F: 3 clusters Score -1316554 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1316921.500000 Penalty: 4627.806152
	Iteration 2F: 3 clusters Score -1316922 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1317205.500000 Penalty: 4627.806152
	Iteration 3F: 3 clusters Score -1317206 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1317417.250000 Penalty: 4627.806152
	Iteration 4Q: 3 clusters Score -1317417 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1317621.625000 Penalty: 4627.806152
	Iteration 5Q: 3 clusters Score -1317622 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1317892.750000 Penalty: 4627.806152
	Iteration 6Q: 3 clusters Score -1317893 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1318219.000000 Penalty: 4627.806152
	Iteration 7Q: 3 clusters Score -1318219 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1318639.875000 Penalty: 4627.806152
	Iteration 8F: 3 clusters Score -1318640 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1319089.500000 Penalty: 4627.806152
	Iteration 9F: 3 clusters Score -1319090 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1319527.000000 Penalty: 4627.806152
	Iteration 10F: 3 clusters Score -1319527 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1319949.875000 Penalty: 4627.806152
	Iteration 11F: 3 clusters Score -1319950 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1320334.500000 Penalty: 4627.806152
	Iteration 12Q: 3 clusters Score -1320334 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1320631.625000 Penalty: 4627.806152
	Iteration 13Q: 3 clusters Score -1320632 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1320860.500000 Penalty: 4627.806152
	Iteration 14Q: 3 clusters Score -1320860 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1321035.625000 Penalty: 4627.806152
	Iteration 15Q: 3 clusters Score -1321036 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1321167.625000 Penalty: 4627.806152
	Iteration 16Q: 3 clusters Score -1321168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1321245.875000 Penalty: 4627.806152
	Iteration 17Q: 3 clusters Score -1321246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1321302.375000 Penalty: 4627.806152
	Iteration 18Q: 3 clusters Score -1321302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1321336.375000 Penalty: 4627.806152
	Iteration 19Q: 3 clusters Score -1321336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1321356.625000 Penalty: 4627.806152
	Iteration 20F: 3 clusters Score -1321357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1321371.375000 Penalty: 4627.806152
	Iteration 21Q: 3 clusters Score -1321371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1321382.750000 Penalty: 4627.806152
	Iteration 22Q: 3 clusters Score -1321383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1321396.000000 Penalty: 4627.806152
	Iteration 23Q: 3 clusters Score -1321396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1321401.625000 Penalty: 4627.806152
	Iteration 24Q: 3 clusters Score -1321402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1321408.500000 Penalty: 4627.806152
	Iteration 25Q: 3 clusters Score -1321408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1321407.500000 Penalty: 4627.806152
	Iteration 26Q: 3 clusters Score -1321408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1321409.625000 Penalty: 4627.806152
	Iteration 27Q: 3 clusters Score -1321410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1321416.750000 Penalty: 4627.806152
	Iteration 28Q: 3 clusters Score -1321417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1321422.000000 Penalty: 4627.806152
	Iteration 29Q: 3 clusters Score -1321422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1321422.125000 Penalty: 4627.806152
	Iteration 30Q: 3 clusters Score -1321422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1321425.250000 Penalty: 4627.806152
	Iteration 31Q: 3 clusters Score -1321425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1321431.750000 Penalty: 4627.806152
	Iteration 32Q: 3 clusters Score -1321432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1321432.750000 Penalty: 4627.806152
	Iteration 33Q: 3 clusters Score -1321433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1321432.750000 Penalty: 4627.806152
	Iteration 34F: 3 clusters Score -1321433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -651876.625000 Penalty: 2140.502441
	Iteration 0F: 2 clusters Score -651876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -646998.250000 Penalty: 4281.004883
	Iteration 0F: 3 clusters Score -646998.2 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -648188.375000 Penalty: 4281.004883
	Iteration 1F: 3 clusters Score -648188.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -648432.125000 Penalty: 4281.004883
	Iteration 2F: 3 clusters Score -648432.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -648589.812500 Penalty: 4281.004883
	Iteration 3Q: 3 clusters Score -648589.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -648696.687500 Penalty: 4281.004883
	Iteration 4Q: 3 clusters Score -648696.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -648786.437500 Penalty: 4281.004883
	Iteration 5Q: 3 clusters Score -648786.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -648857.500000 Penalty: 4281.004883
	Iteration 6Q: 3 clusters Score -648857.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -648916.562500 Penalty: 4281.004883
	Iteration 7Q: 3 clusters Score -648916.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -648977.937500 Penalty: 4281.004883
	Iteration 8Q: 3 clusters Score -648977.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -649053.250000 Penalty: 4281.004883
	Iteration 9Q: 3 clusters Score -649053.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -649135.187500 Penalty: 4281.004883
	Iteration 10Q: 3 clusters Score -649135.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -649214.312500 Penalty: 4281.004883
	Iteration 11Q: 3 clusters Score -649214.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -649305.312500 Penalty: 4281.004883
	Iteration 12Q: 3 clusters Score -649305.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -649390.437500 Penalty: 4281.004883
	Iteration 13Q: 3 clusters Score -649390.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -649488.312500 Penalty: 4281.004883
	Iteration 14Q: 3 clusters Score -649488.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -649580.125000 Penalty: 4281.004883
	Iteration 15Q: 3 clusters Score -649580.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -649655.125000 Penalty: 4281.004883
	Iteration 16Q: 3 clusters Score -649655.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -649709.187500 Penalty: 4281.004883
	Iteration 17Q: 3 clusters Score -649709.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -649751.812500 Penalty: 4281.004883
	Iteration 18Q: 3 clusters Score -649751.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -649786.875000 Penalty: 4281.004883
	Iteration 19Q: 3 clusters Score -649786.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -649807.875000 Penalty: 4281.004883
	Iteration 20F: 3 clusters Score -649807.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -649835.812500 Penalty: 4281.004883
	Iteration 21Q: 3 clusters Score -649835.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -649863.562500 Penalty: 4281.004883
	Iteration 22Q: 3 clusters Score -649863.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -649892.375000 Penalty: 4281.004883
	Iteration 23Q: 3 clusters Score -649892.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -649921.437500 Penalty: 4281.004883
	Iteration 24Q: 3 clusters Score -649921.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -649943.687500 Penalty: 4281.004883
	Iteration 25Q: 3 clusters Score -649943.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -649964.125000 Penalty: 4281.004883
	Iteration 26Q: 3 clusters Score -649964.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -649981.125000 Penalty: 4281.004883
	Iteration 27Q: 3 clusters Score -649981.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -649998.437500 Penalty: 4281.004883
	Iteration 28Q: 3 clusters Score -649998.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -650016.937500 Penalty: 4281.004883
	Iteration 29Q: 3 clusters Score -650016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -650026.812500 Penalty: 4281.004883
	Iteration 30Q: 3 clusters Score -650026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -650034.250000 Penalty: 4281.004883
	Iteration 31Q: 3 clusters Score -650034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -650044.562500 Penalty: 4281.004883
	Iteration 32Q: 3 clusters Score -650044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -650053.000000 Penalty: 4281.004883
	Iteration 33Q: 3 clusters Score -650053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -650060.500000 Penalty: 4281.004883
	Iteration 34Q: 3 clusters Score -650060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -650068.937500 Penalty: 4281.004883
	Iteration 35Q: 3 clusters Score -650068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -650073.875000 Penalty: 4281.004883
	Iteration 36Q: 3 clusters Score -650073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -650077.687500 Penalty: 4281.004883
	Iteration 37Q: 3 clusters Score -650077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -650082.375000 Penalty: 4281.004883
	Iteration 38Q: 3 clusters Score -650082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -650088.125000 Penalty: 4281.004883
	Iteration 39Q: 3 clusters Score -650088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -650090.625000 Penalty: 4281.004883
	Iteration 40F: 3 clusters Score -650090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -650091.812500 Penalty: 4281.004883
	Iteration 41Q: 3 clusters Score -650091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -650095.937500 Penalty: 4281.004883
	Iteration 42Q: 3 clusters Score -650095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -650096.187500 Penalty: 4281.004883
	Iteration 43Q: 3 clusters Score -650096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -650097.062500 Penalty: 4281.004883
	Iteration 44Q: 3 clusters Score -650097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -650097.062500 Penalty: 4281.004883
	Iteration 45F: 3 clusters Score -650097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -229624.296875 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -229624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -226838.703125 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -226838.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227561.078125 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -227561.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -227876.421875 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -227876.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228099.484375 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -228099.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228283.515625 Penalty: 3828.247314
	Iteration 4F: 3 clusters Score -228283.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228441.328125 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -228441.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -228546.140625 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -228546.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -228662.640625 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -228662.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -228752.593750 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -228752.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -228816.328125 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -228816.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -228858.734375 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -228858.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228880.250000 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -228880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -228887.046875 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -228887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -228895.093750 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -228895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228897.812500 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -228897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -228899.437500 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -228899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228899.843750 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -228899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228899.843750 Penalty: 3828.247314
	Iteration 17F: 3 clusters Score -228899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -464712.812500 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -464712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -460795.531250 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -460795.5 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -461616.593750 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -461616.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -461827.343750 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -461827.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -461973.031250 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -461973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -462078.718750 Penalty: 4121.843750
	Iteration 4Q: 3 clusters Score -462078.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -462151.500000 Penalty: 4121.843750
	Iteration 5Q: 3 clusters Score -462151.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -462200.312500 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -462200.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -462244.843750 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -462244.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -462283.218750 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -462283.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -462319.437500 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -462319.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -462350.062500 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -462350.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -462378.343750 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -462378.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -462402.125000 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -462402.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -462423.968750 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -462424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -462448.125000 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -462448.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -462474.000000 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -462474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -462494.250000 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -462494.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -462515.968750 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -462516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -462532.843750 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -462532.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -462552.812500 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -462552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -462566.000000 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -462566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -462579.625000 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -462579.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -462595.781250 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -462595.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -462610.437500 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -462610.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -462623.250000 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -462623.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -462638.687500 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -462638.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -462650.562500 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -462650.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -462661.031250 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -462661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -462672.062500 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -462672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -462678.500000 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -462678.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -462685.218750 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -462685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -462688.593750 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -462688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -462691.125000 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -462691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -462692.531250 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -462692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462693.531250 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -462693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462694.687500 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -462694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -462694.437500 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -462694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -462695.843750 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -462695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -462695.843750 Penalty: 4121.843750
	Iteration 38F: 3 clusters Score -462695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -475637.000000 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -475637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -471610.156250 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -471610.2 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -472532.156250 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -472532.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -472766.062500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -472766.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -472932.062500 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -472932.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -473101.156250 Penalty: 4140.874512
	Iteration 4F: 3 clusters Score -473101.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -473257.218750 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -473257.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -473417.593750 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -473417.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -473582.718750 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -473582.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -473753.468750 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -473753.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -473912.656250 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -473912.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -474040.062500 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -474040.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -474124.343750 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -474124.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -474184.593750 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -474184.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -474225.843750 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -474225.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -474254.625000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -474254.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -474277.343750 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -474277.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -474292.531250 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -474292.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474307.281250 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -474307.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -474318.062500 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -474318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -474326.843750 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -474326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -474330.906250 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -474330.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -474336.062500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -474336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -474342.062500 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -474342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -474345.250000 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -474345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -474347.687500 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -474347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -474349.656250 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -474349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474352.375000 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -474352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -474353.000000 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -474353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474354.187500 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -474354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474354.875000 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -474354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474355.937500 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -474355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -474356.781250 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -474356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -474358.406250 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -474358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -474359.531250 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -474359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474360.468750 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -474360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -474360.718750 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -474360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -474361.625000 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -474361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -474361.625000 Penalty: 4140.874512
	Iteration 37F: 3 clusters Score -474361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -204488.546875 Penalty: 1854.165161
	Iteration 0F: 2 clusters Score -204488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -202003.031250 Penalty: 3708.330322
	Iteration 0F: 3 clusters Score -202003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202449.609375 Penalty: 3708.330322
	Iteration 1F: 3 clusters Score -202449.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202581.375000 Penalty: 3708.330322
	Iteration 2F: 3 clusters Score -202581.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202634.671875 Penalty: 3708.330322
	Iteration 3Q: 3 clusters Score -202634.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202671.359375 Penalty: 3708.330322
	Iteration 4Q: 3 clusters Score -202671.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202696.250000 Penalty: 3708.330322
	Iteration 5Q: 3 clusters Score -202696.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202721.218750 Penalty: 3708.330322
	Iteration 6Q: 3 clusters Score -202721.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202732.343750 Penalty: 3708.330322
	Iteration 7Q: 3 clusters Score -202732.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202746.562500 Penalty: 3708.330322
	Iteration 8Q: 3 clusters Score -202746.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202762.593750 Penalty: 3708.330322
	Iteration 9Q: 3 clusters Score -202762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202767.437500 Penalty: 3708.330322
	Iteration 10Q: 3 clusters Score -202767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202768.625000 Penalty: 3708.330322
	Iteration 11Q: 3 clusters Score -202768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202770.562500 Penalty: 3708.330322
	Iteration 12Q: 3 clusters Score -202770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202771.234375 Penalty: 3708.330322
	Iteration 13Q: 3 clusters Score -202771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202771.234375 Penalty: 3708.330322
	Iteration 14F: 3 clusters Score -202771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -341745.718750 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -341745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -338554.875000 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -338554.9 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -339207.250000 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -339207.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -339352.843750 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -339352.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -339445.156250 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -339445.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -339534.125000 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -339534.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -339627.875000 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -339627.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -339702.781250 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -339702.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -339762.625000 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -339762.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -339813.125000 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -339813.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -339872.968750 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -339873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -339923.781250 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -339923.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -339972.281250 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -339972.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -340035.000000 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -340035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -340093.562500 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -340093.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -340143.437500 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -340143.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -340176.718750 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -340176.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -340202.062500 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -340202.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -340227.375000 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -340227.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -340251.156250 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -340251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -340265.906250 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -340265.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -340273.968750 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -340274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -340277.218750 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -340277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -340282.156250 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -340282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -340285.218750 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -340285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -340288.468750 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -340288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -340290.937500 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -340290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340293.406250 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -340293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -340293.718750 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -340293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340294.687500 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -340294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340294.687500 Penalty: 3962.989990
	Iteration 29F: 3 clusters Score -340294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Entering Unmasked Estep 
Score: -1472350.500000 Penalty: 2349.745117
	Iteration 0F: 2 clusters Score -1472350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1462698.000000 Penalty: 4699.490234
	Iteration 0F: 3 clusters Score -1462698 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1465886.000000 Penalty: 4699.490234
	Iteration 1F: 3 clusters Score -1465886 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1466381.625000 Penalty: 4699.490234
	Iteration 2F: 3 clusters Score -1466382 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1466823.625000 Penalty: 4699.490234
	Iteration 3F: 3 clusters Score -1466824 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1467316.625000 Penalty: 4699.490234
	Iteration 4F: 3 clusters Score -1467317 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1467868.750000 Penalty: 4699.490234
	Iteration 5F: 3 clusters Score -1467869 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1468357.250000 Penalty: 4699.490234
	Iteration 6F: 3 clusters Score -1468357 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1468794.750000 Penalty: 4699.490234
	Iteration 7F: 3 clusters Score -1468795 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1469119.250000 Penalty: 4699.490234
	Iteration 8Q: 3 clusters Score -1469119 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1469382.750000 Penalty: 4699.490234
	Iteration 9Q: 3 clusters Score -1469383 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1469617.125000 Penalty: 4699.490234
	Iteration 10Q: 3 clusters Score -1469617 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1469815.750000 Penalty: 4699.490234
	Iteration 11Q: 3 clusters Score -1469816 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1469969.875000 Penalty: 4699.490234
	Iteration 12Q: 3 clusters Score -1469970 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1470078.625000 Penalty: 4699.490234
	Iteration 13Q: 3 clusters Score -1470079 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1470157.125000 Penalty: 4699.490234
	Iteration 14Q: 3 clusters Score -1470157 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1470229.000000 Penalty: 4699.490234
	Iteration 15Q: 3 clusters Score -1470229 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1470281.875000 Penalty: 4699.490234
	Iteration 16Q: 3 clusters Score -1470282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1470328.250000 Penalty: 4699.490234
	Iteration 17Q: 3 clusters Score -1470328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1470359.500000 Penalty: 4699.490234
	Iteration 18Q: 3 clusters Score -1470360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1470408.375000 Penalty: 4699.490234
	Iteration 19Q: 3 clusters Score -1470408 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1470462.625000 Penalty: 4699.490234
	Iteration 20F: 3 clusters Score -1470463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1470499.125000 Penalty: 4699.490234
	Iteration 21Q: 3 clusters Score -1470499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1470540.125000 Penalty: 4699.490234
	Iteration 22Q: 3 clusters Score -1470540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1470578.625000 Penalty: 4699.490234
	Iteration 23Q: 3 clusters Score -1470579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1470612.625000 Penalty: 4699.490234
	Iteration 24Q: 3 clusters Score -1470613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1470636.125000 Penalty: 4699.490234
	Iteration 25Q: 3 clusters Score -1470636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1470662.125000 Penalty: 4699.490234
	Iteration 26Q: 3 clusters Score -1470662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1470682.625000 Penalty: 4699.490234
	Iteration 27Q: 3 clusters Score -1470683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1470705.000000 Penalty: 4699.490234
	Iteration 28Q: 3 clusters Score -1470705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1470727.500000 Penalty: 4699.490234
	Iteration 29Q: 3 clusters Score -1470728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1470748.750000 Penalty: 4699.490234
	Iteration 30Q: 3 clusters Score -1470749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1470763.125000 Penalty: 4699.490234
	Iteration 31Q: 3 clusters Score -1470763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1470783.250000 Penalty: 4699.490234
	Iteration 32Q: 3 clusters Score -1470783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1470801.375000 Penalty: 4699.490234
	Iteration 33Q: 3 clusters Score -1470801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1470817.000000 Penalty: 4699.490234
	Iteration 34Q: 3 clusters Score -1470817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1470833.375000 Penalty: 4699.490234
	Iteration 35Q: 3 clusters Score -1470833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1470848.500000 Penalty: 4699.490234
	Iteration 36Q: 3 clusters Score -1470848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1470858.875000 Penalty: 4699.490234
	Iteration 37Q: 3 clusters Score -1470859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1470865.875000 Penalty: 4699.490234
	Iteration 38Q: 3 clusters Score -1470866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1470869.875000 Penalty: 4699.490234
	Iteration 39Q: 3 clusters Score -1470870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1470877.750000 Penalty: 4699.490234
	Iteration 40F: 3 clusters Score -1470878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1470881.125000 Penalty: 4699.490234
	Iteration 41Q: 3 clusters Score -1470881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1470881.625000 Penalty: 4699.490234
	Iteration 42Q: 3 clusters Score -1470882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1470889.750000 Penalty: 4699.490234
	Iteration 43Q: 3 clusters Score -1470890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1470889.875000 Penalty: 4699.490234
	Iteration 44Q: 3 clusters Score -1470890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1470893.875000 Penalty: 4699.490234
	Iteration 45Q: 3 clusters Score -1470894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1470898.875000 Penalty: 4699.490234
	Iteration 46Q: 3 clusters Score -1470899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1470904.375000 Penalty: 4699.490234
	Iteration 47Q: 3 clusters Score -1470904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1470905.875000 Penalty: 4699.490234
	Iteration 48Q: 3 clusters Score -1470906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1470907.750000 Penalty: 4699.490234
	Iteration 49Q: 3 clusters Score -1470908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1470905.125000 Penalty: 4699.490234
	Iteration 50Q: 3 clusters Score -1470905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1470905.625000 Penalty: 4699.490234
	Iteration 51Q: 3 clusters Score -1470906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1470906.250000 Penalty: 4699.490234
	Iteration 52Q: 3 clusters Score -1470906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1470910.750000 Penalty: 4699.490234
	Iteration 53Q: 3 clusters Score -1470911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1470910.375000 Penalty: 4699.490234
	Iteration 54Q: 3 clusters Score -1470910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1470913.000000 Penalty: 4699.490234
	Iteration 55Q: 3 clusters Score -1470913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1470911.125000 Penalty: 4699.490234
	Iteration 56Q: 3 clusters Score -1470911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1470914.125000 Penalty: 4699.490234
	Iteration 57Q: 3 clusters Score -1470914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1470914.125000 Penalty: 4699.490234
	Iteration 58F: 3 clusters Score -1470914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -456620.562500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -456620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -452707.500000 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -452707.5 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -453595.968750 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -453596 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -453831.718750 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -453831.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -454009.968750 Penalty: 4127.545898
	Iteration 3F: 3 clusters Score -454010 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -454175.031250 Penalty: 4127.545898
	Iteration 4F: 3 clusters Score -454175 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -454338.687500 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -454338.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -454477.593750 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -454477.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -454583.093750 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -454583.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -454673.062500 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -454673.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -454760.625000 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -454760.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -454852.312500 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -454852.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -454930.000000 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -454930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -454989.281250 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -454989.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -455061.093750 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -455061.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -455119.468750 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -455119.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -455168.843750 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -455168.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -455228.656250 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -455228.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -455295.093750 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -455295.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -455378.625000 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -455378.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -455453.187500 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -455453.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -455517.375000 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -455517.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -455575.125000 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -455575.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -455624.343750 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -455624.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -455659.187500 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -455659.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -455692.843750 Penalty: 4127.545898
	Iteration 24Q: 3 clusters Score -455692.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -455724.093750 Penalty: 4127.545898
	Iteration 25Q: 3 clusters Score -455724.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455752.375000 Penalty: 4127.545898
	Iteration 26Q: 3 clusters Score -455752.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -455769.687500 Penalty: 4127.545898
	Iteration 27Q: 3 clusters Score -455769.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -455782.062500 Penalty: 4127.545898
	Iteration 28Q: 3 clusters Score -455782.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -455792.468750 Penalty: 4127.545898
	Iteration 29Q: 3 clusters Score -455792.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -455805.375000 Penalty: 4127.545898
	Iteration 30Q: 3 clusters Score -455805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -455816.812500 Penalty: 4127.545898
	Iteration 31Q: 3 clusters Score -455816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -455825.843750 Penalty: 4127.545898
	Iteration 32Q: 3 clusters Score -455825.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -455832.843750 Penalty: 4127.545898
	Iteration 33Q: 3 clusters Score -455832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -455842.031250 Penalty: 4127.545898
	Iteration 34Q: 3 clusters Score -455842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -455846.156250 Penalty: 4127.545898
	Iteration 35Q: 3 clusters Score -455846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -455849.156250 Penalty: 4127.545898
	Iteration 36Q: 3 clusters Score -455849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -455850.593750 Penalty: 4127.545898
	Iteration 37Q: 3 clusters Score -455850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -455852.031250 Penalty: 4127.545898
	Iteration 38Q: 3 clusters Score -455852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -455851.625000 Penalty: 4127.545898
	Iteration 39Q: 3 clusters Score -455851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -455852.281250 Penalty: 4127.545898
	Iteration 40F: 3 clusters Score -455852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Entering Unmasked Estep 
Score: -8736926.000000 Penalty: 2777.642578
	Iteration 0F: 2 clusters Score -8736926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -8687939.000000 Penalty: 5555.285156
	Iteration 0F: 3 clusters Score -8687939 nChanged 34278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -8707051.000000 Penalty: 5555.285156
	Iteration 1F: 3 clusters Score -8707051 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -8707588.000000 Penalty: 5555.285156
	Iteration 2Q: 3 clusters Score -8707588 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -8708167.000000 Penalty: 5555.285156
	Iteration 3Q: 3 clusters Score -8708167 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -8708748.000000 Penalty: 5555.285156
	Iteration 4Q: 3 clusters Score -8708748 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -8709413.000000 Penalty: 5555.285156
	Iteration 5Q: 3 clusters Score -8709413 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -8710339.000000 Penalty: 5555.285156
	Iteration 6Q: 3 clusters Score -8710339 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8711749.000000 Penalty: 5555.285156
	Iteration 7Q: 3 clusters Score -8711749 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8713720.000000 Penalty: 5555.285156
	Iteration 8F: 3 clusters Score -8713720 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -8716571.000000 Penalty: 5555.285156
	Iteration 9F: 3 clusters Score -8716571 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -8720300.000000 Penalty: 5555.285156
	Iteration 10F: 3 clusters Score -8720300 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -8724308.000000 Penalty: 5555.285156
	Iteration 11F: 3 clusters Score -8724308 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -8727900.000000 Penalty: 5555.285156
	Iteration 12F: 3 clusters Score -8727900 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -8730587.000000 Penalty: 5555.285156
	Iteration 13Q: 3 clusters Score -8730587 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -8732401.000000 Penalty: 5555.285156
	Iteration 14Q: 3 clusters Score -8732401 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -8733436.000000 Penalty: 5555.285156
	Iteration 15Q: 3 clusters Score -8733436 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -8733923.000000 Penalty: 5555.285156
	Iteration 16Q: 3 clusters Score -8733923 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -8734167.000000 Penalty: 5555.285156
	Iteration 17Q: 3 clusters Score -8734167 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -8734318.000000 Penalty: 5555.285156
	Iteration 18Q: 3 clusters Score -8734318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -8734374.000000 Penalty: 5555.285156
	Iteration 19Q: 3 clusters Score -8734374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5555.285156
	Iteration 20F: 3 clusters Score -8734414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8734464.000000 Penalty: 5555.285156
	Iteration 21Q: 3 clusters Score -8734464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -8734490.000000 Penalty: 5555.285156
	Iteration 22Q: 3 clusters Score -8734490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -8734511.000000 Penalty: 5555.285156
	Iteration 23Q: 3 clusters Score -8734511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -8734535.000000 Penalty: 5555.285156
	Iteration 24Q: 3 clusters Score -8734535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -8734530.000000 Penalty: 5555.285156
	Iteration 25Q: 3 clusters Score -8734530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -8734537.000000 Penalty: 5555.285156
	Iteration 26Q: 3 clusters Score -8734537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8734536.000000 Penalty: 5555.285156
	Iteration 27Q: 3 clusters Score -8734536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8734541.000000 Penalty: 5555.285156
	Iteration 28Q: 3 clusters Score -8734541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8734543.000000 Penalty: 5555.285156
	Iteration 29Q: 3 clusters Score -8734543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -8734552.000000 Penalty: 5555.285156
	Iteration 30Q: 3 clusters Score -8734552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -8734550.000000 Penalty: 5555.285156
	Iteration 31Q: 3 clusters Score -8734550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -8734562.000000 Penalty: 5555.285156
	Iteration 32Q: 3 clusters Score -8734562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -8734562.000000 Penalty: 5555.285156
	Iteration 33Q: 3 clusters Score -8734562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8734563.000000 Penalty: 5555.285156
	Iteration 34Q: 3 clusters Score -8734563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8734563.000000 Penalty: 5555.285156
	Iteration 35F: 3 clusters Score -8734563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -862651.750000 Penalty: 2213.809326
	Iteration 0F: 2 clusters Score -862651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -856553.250000 Penalty: 4427.618652
	Iteration 0F: 3 clusters Score -856553.2 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -858153.687500 Penalty: 4427.618652
	Iteration 1F: 3 clusters Score -858153.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -858389.312500 Penalty: 4427.618652
	Iteration 2F: 3 clusters Score -858389.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -858571.937500 Penalty: 4427.618652
	Iteration 3F: 3 clusters Score -858571.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -858748.437500 Penalty: 4427.618652
	Iteration 4Q: 3 clusters Score -858748.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -858923.250000 Penalty: 4427.618652
	Iteration 5Q: 3 clusters Score -858923.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -859091.500000 Penalty: 4427.618652
	Iteration 6Q: 3 clusters Score -859091.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -859238.000000 Penalty: 4427.618652
	Iteration 7Q: 3 clusters Score -859238 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -859387.625000 Penalty: 4427.618652
	Iteration 8Q: 3 clusters Score -859387.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -859543.875000 Penalty: 4427.618652
	Iteration 9Q: 3 clusters Score -859543.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -859716.062500 Penalty: 4427.618652
	Iteration 10Q: 3 clusters Score -859716.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -859871.562500 Penalty: 4427.618652
	Iteration 11Q: 3 clusters Score -859871.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -860045.125000 Penalty: 4427.618652
	Iteration 12Q: 3 clusters Score -860045.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -860204.125000 Penalty: 4427.618652
	Iteration 13Q: 3 clusters Score -860204.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -860349.375000 Penalty: 4427.618652
	Iteration 14Q: 3 clusters Score -860349.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -860466.937500 Penalty: 4427.618652
	Iteration 15Q: 3 clusters Score -860466.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -860542.750000 Penalty: 4427.618652
	Iteration 16Q: 3 clusters Score -860542.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -860603.250000 Penalty: 4427.618652
	Iteration 17Q: 3 clusters Score -860603.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -860655.312500 Penalty: 4427.618652
	Iteration 18Q: 3 clusters Score -860655.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -860701.562500 Penalty: 4427.618652
	Iteration 19Q: 3 clusters Score -860701.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -860736.812500 Penalty: 4427.618652
	Iteration 20F: 3 clusters Score -860736.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -860765.500000 Penalty: 4427.618652
	Iteration 21Q: 3 clusters Score -860765.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -860788.812500 Penalty: 4427.618652
	Iteration 22Q: 3 clusters Score -860788.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -860808.875000 Penalty: 4427.618652
	Iteration 23Q: 3 clusters Score -860808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -860819.312500 Penalty: 4427.618652
	Iteration 24Q: 3 clusters Score -860819.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -860826.562500 Penalty: 4427.618652
	Iteration 25Q: 3 clusters Score -860826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -860829.187500 Penalty: 4427.618652
	Iteration 26Q: 3 clusters Score -860829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -860835.187500 Penalty: 4427.618652
	Iteration 27Q: 3 clusters Score -860835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -860838.875000 Penalty: 4427.618652
	Iteration 28Q: 3 clusters Score -860838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -860843.500000 Penalty: 4427.618652
	Iteration 29Q: 3 clusters Score -860843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -860842.312500 Penalty: 4427.618652
	Iteration 30Q: 3 clusters Score -860842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -860842.625000 Penalty: 4427.618652
	Iteration 31Q: 3 clusters Score -860842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -860843.812500 Penalty: 4427.618652
	Iteration 32Q: 3 clusters Score -860843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -860846.125000 Penalty: 4427.618652
	Iteration 33Q: 3 clusters Score -860846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -860847.062500 Penalty: 4427.618652
	Iteration 34Q: 3 clusters Score -860847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -860846.812500 Penalty: 4427.618652
	Iteration 35Q: 3 clusters Score -860846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -860846.812500 Penalty: 4427.618652
	Iteration 36F: 3 clusters Score -860846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -465823.187500 Penalty: 2060.799805
	Iteration 0F: 2 clusters Score -465823.2 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 2039 members 
Entering Unmasked Estep 
Score: -461874.468750 Penalty: 4121.599609
	Iteration 0F: 3 clusters Score -461874.5 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -462743.781250 Penalty: 4121.599609
	Iteration 1F: 3 clusters Score -462743.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -462934.000000 Penalty: 4121.599609
	Iteration 2F: 3 clusters Score -462934 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -463058.125000 Penalty: 4121.599609
	Iteration 3F: 3 clusters Score -463058.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -463140.250000 Penalty: 4121.599609
	Iteration 4Q: 3 clusters Score -463140.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -463192.250000 Penalty: 4121.599609
	Iteration 5Q: 3 clusters Score -463192.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -463231.531250 Penalty: 4121.599609
	Iteration 6Q: 3 clusters Score -463231.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -463266.718750 Penalty: 4121.599609
	Iteration 7Q: 3 clusters Score -463266.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -463297.968750 Penalty: 4121.599609
	Iteration 8Q: 3 clusters Score -463298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -463334.218750 Penalty: 4121.599609
	Iteration 9Q: 3 clusters Score -463334.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -463376.781250 Penalty: 4121.599609
	Iteration 10Q: 3 clusters Score -463376.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -463422.812500 Penalty: 4121.599609
	Iteration 11Q: 3 clusters Score -463422.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -463480.468750 Penalty: 4121.599609
	Iteration 12Q: 3 clusters Score -463480.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -463532.000000 Penalty: 4121.599609
	Iteration 13Q: 3 clusters Score -463532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -463593.875000 Penalty: 4121.599609
	Iteration 14Q: 3 clusters Score -463593.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -463672.500000 Penalty: 4121.599609
	Iteration 15Q: 3 clusters Score -463672.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -463730.218750 Penalty: 4121.599609
	Iteration 16Q: 3 clusters Score -463730.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -463787.468750 Penalty: 4121.599609
	Iteration 17Q: 3 clusters Score -463787.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -463839.843750 Penalty: 4121.599609
	Iteration 18Q: 3 clusters Score -463839.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -463878.593750 Penalty: 4121.599609
	Iteration 19Q: 3 clusters Score -463878.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -463906.218750 Penalty: 4121.599609
	Iteration 20F: 3 clusters Score -463906.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -463924.718750 Penalty: 4121.599609
	Iteration 21Q: 3 clusters Score -463924.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -463943.937500 Penalty: 4121.599609
	Iteration 22Q: 3 clusters Score -463943.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -463954.906250 Penalty: 4121.599609
	Iteration 23Q: 3 clusters Score -463954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -463968.031250 Penalty: 4121.599609
	Iteration 24Q: 3 clusters Score -463968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -463983.406250 Penalty: 4121.599609
	Iteration 25Q: 3 clusters Score -463983.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -463993.562500 Penalty: 4121.599609
	Iteration 26Q: 3 clusters Score -463993.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -464000.000000 Penalty: 4121.599609
	Iteration 27Q: 3 clusters Score -464000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -464007.125000 Penalty: 4121.599609
	Iteration 28Q: 3 clusters Score -464007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -464012.187500 Penalty: 4121.599609
	Iteration 29Q: 3 clusters Score -464012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -464016.375000 Penalty: 4121.599609
	Iteration 30Q: 3 clusters Score -464016.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -464022.812500 Penalty: 4121.599609
	Iteration 31Q: 3 clusters Score -464022.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -464028.875000 Penalty: 4121.599609
	Iteration 32Q: 3 clusters Score -464028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -464033.812500 Penalty: 4121.599609
	Iteration 33Q: 3 clusters Score -464033.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -464038.031250 Penalty: 4121.599609
	Iteration 34Q: 3 clusters Score -464038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -464040.718750 Penalty: 4121.599609
	Iteration 35Q: 3 clusters Score -464040.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -464042.312500 Penalty: 4121.599609
	Iteration 36Q: 3 clusters Score -464042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -464044.906250 Penalty: 4121.599609
	Iteration 37Q: 3 clusters Score -464044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -464046.062500 Penalty: 4121.599609
	Iteration 38Q: 3 clusters Score -464046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -464048.687500 Penalty: 4121.599609
	Iteration 39Q: 3 clusters Score -464048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -464052.875000 Penalty: 4121.599609
	Iteration 40F: 3 clusters Score -464052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -464055.750000 Penalty: 4121.599609
	Iteration 41Q: 3 clusters Score -464055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -464057.343750 Penalty: 4121.599609
	Iteration 42Q: 3 clusters Score -464057.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -464062.875000 Penalty: 4121.599609
	Iteration 43Q: 3 clusters Score -464062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -464067.531250 Penalty: 4121.599609
	Iteration 44Q: 3 clusters Score -464067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -464072.812500 Penalty: 4121.599609
	Iteration 45Q: 3 clusters Score -464072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -464076.656250 Penalty: 4121.599609
	Iteration 46Q: 3 clusters Score -464076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -464080.312500 Penalty: 4121.599609
	Iteration 47Q: 3 clusters Score -464080.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -464084.187500 Penalty: 4121.599609
	Iteration 48Q: 3 clusters Score -464084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -464085.687500 Penalty: 4121.599609
	Iteration 49Q: 3 clusters Score -464085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -464087.937500 Penalty: 4121.599609
	Iteration 50Q: 3 clusters Score -464087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -464090.406250 Penalty: 4121.599609
	Iteration 51Q: 3 clusters Score -464090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -464091.937500 Penalty: 4121.599609
	Iteration 52Q: 3 clusters Score -464091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -464095.781250 Penalty: 4121.599609
	Iteration 53Q: 3 clusters Score -464095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -464098.125000 Penalty: 4121.599609
	Iteration 54Q: 3 clusters Score -464098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -464101.625000 Penalty: 4121.599609
	Iteration 55Q: 3 clusters Score -464101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -464106.093750 Penalty: 4121.599609
	Iteration 56Q: 3 clusters Score -464106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -464110.312500 Penalty: 4121.599609
	Iteration 57Q: 3 clusters Score -464110.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -464115.750000 Penalty: 4121.599609
	Iteration 58Q: 3 clusters Score -464115.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -464126.156250 Penalty: 4121.599609
	Iteration 59Q: 3 clusters Score -464126.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -464138.656250 Penalty: 4121.599609
	Iteration 60F: 3 clusters Score -464138.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -464147.031250 Penalty: 4121.599609
	Iteration 61Q: 3 clusters Score -464147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -464154.000000 Penalty: 4121.599609
	Iteration 62Q: 3 clusters Score -464154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -464158.437500 Penalty: 4121.599609
	Iteration 63Q: 3 clusters Score -464158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -464164.500000 Penalty: 4121.599609
	Iteration 64Q: 3 clusters Score -464164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -464170.687500 Penalty: 4121.599609
	Iteration 65Q: 3 clusters Score -464170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -464176.687500 Penalty: 4121.599609
	Iteration 66Q: 3 clusters Score -464176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -464181.187500 Penalty: 4121.599609
	Iteration 67Q: 3 clusters Score -464181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -464188.312500 Penalty: 4121.599609
	Iteration 68Q: 3 clusters Score -464188.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -464193.156250 Penalty: 4121.599609
	Iteration 69Q: 3 clusters Score -464193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -464200.062500 Penalty: 4121.599609
	Iteration 70Q: 3 clusters Score -464200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -464204.125000 Penalty: 4121.599609
	Iteration 71Q: 3 clusters Score -464204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -464208.187500 Penalty: 4121.599609
	Iteration 72Q: 3 clusters Score -464208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -464213.656250 Penalty: 4121.599609
	Iteration 73Q: 3 clusters Score -464213.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -464217.187500 Penalty: 4121.599609
	Iteration 74Q: 3 clusters Score -464217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -464219.093750 Penalty: 4121.599609
	Iteration 75Q: 3 clusters Score -464219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -464220.406250 Penalty: 4121.599609
	Iteration 76Q: 3 clusters Score -464220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -464222.843750 Penalty: 4121.599609
	Iteration 77Q: 3 clusters Score -464222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -464223.593750 Penalty: 4121.599609
	Iteration 78Q: 3 clusters Score -464223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -464225.968750 Penalty: 4121.599609
	Iteration 79Q: 3 clusters Score -464226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -464227.031250 Penalty: 4121.599609
	Iteration 80F: 3 clusters Score -464227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -464228.406250 Penalty: 4121.599609
	Iteration 81Q: 3 clusters Score -464228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -464228.843750 Penalty: 4121.599609
	Iteration 82Q: 3 clusters Score -464228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -464228.843750 Penalty: 4121.599609
	Iteration 83F: 3 clusters Score -464228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -199575.828125 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -199575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -197076.765625 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -197076.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -197653.796875 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -197653.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197838.046875 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -197838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197970.046875 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -197970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -198060.421875 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -198060.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198163.093750 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -198163.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198229.953125 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -198230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -198311.937500 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -198311.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198398.640625 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -198398.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -198481.484375 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -198481.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198545.609375 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -198545.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -198626.468750 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -198626.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -198708.296875 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -198708.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -198749.000000 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -198749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -198783.109375 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -198783.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -198801.031250 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -198801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -198818.890625 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -198818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -198826.203125 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -198826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -198831.890625 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -198831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -198833.750000 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -198833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -198868.578125 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -198868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -198898.765625 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -198898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -198913.078125 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -198913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -198936.765625 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -198936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -198961.468750 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -198961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -198979.593750 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -198979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -198992.812500 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -198992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -199012.203125 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -199012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -199030.390625 Penalty: 3743.560791
	Iteration 28Q: 3 clusters Score -199030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -199035.187500 Penalty: 3743.560791
	Iteration 29Q: 3 clusters Score -199035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -199036.625000 Penalty: 3743.560791
	Iteration 30Q: 3 clusters Score -199036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -199037.625000 Penalty: 3743.560791
	Iteration 31Q: 3 clusters Score -199037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -199040.156250 Penalty: 3743.560791
	Iteration 32Q: 3 clusters Score -199040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199041.625000 Penalty: 3743.560791
	Iteration 33Q: 3 clusters Score -199041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -199042.234375 Penalty: 3743.560791
	Iteration 34Q: 3 clusters Score -199042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -199054.265625 Penalty: 3743.560791
	Iteration 35F: 3 clusters Score -199054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199061.703125 Penalty: 3743.560791
	Iteration 36Q: 3 clusters Score -199061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -199065.109375 Penalty: 3743.560791
	Iteration 37Q: 3 clusters Score -199065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -199068.171875 Penalty: 3743.560791
	Iteration 38Q: 3 clusters Score -199068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -199069.421875 Penalty: 3743.560791
	Iteration 39Q: 3 clusters Score -199069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -199069.421875 Penalty: 3743.560791
	Iteration 40F: 3 clusters Score -199069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -270485.718750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -270485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -267458.593750 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -267458.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -268191.406250 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -268191.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -268435.375000 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -268435.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -268608.437500 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -268608.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -268804.625000 Penalty: 3918.531982
	Iteration 4F: 3 clusters Score -268804.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -268936.125000 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -268936.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -269087.000000 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -269087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -269207.250000 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -269207.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -269331.531250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -269331.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -269444.125000 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -269444.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -269530.843750 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -269530.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -269584.062500 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -269584.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -269625.125000 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -269625.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -269662.250000 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -269662.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269687.718750 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -269687.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -269701.750000 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -269701.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269710.437500 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -269710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -269714.093750 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -269714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -269716.031250 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -269716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -269716.500000 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -269716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -269720.468750 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -269720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -269721.625000 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -269721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269722.250000 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -269722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -269724.281250 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -269724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269724.406250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -269724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269724.406250 Penalty: 3918.531982
	Iteration 25F: 3 clusters Score -269724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -1015457.875000 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -1015458 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 4280 members 
Entering Unmasked Estep 
Score: -1008727.500000 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -1008728 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1010708.625000 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -1010709 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1011278.687500 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -1011279 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1011857.937500 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -1011858 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1012452.562500 Penalty: 4495.420410
	Iteration 4F: 3 clusters Score -1012453 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1013008.437500 Penalty: 4495.420410
	Iteration 5F: 3 clusters Score -1013008 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1013406.562500 Penalty: 4495.420410
	Iteration 6F: 3 clusters Score -1013407 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1013688.000000 Penalty: 4495.420410
	Iteration 7Q: 3 clusters Score -1013688 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1013869.000000 Penalty: 4495.420410
	Iteration 8Q: 3 clusters Score -1013869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1013989.500000 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -1013990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1014083.875000 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -1014084 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1014168.125000 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -1014168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1014237.000000 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -1014237 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1014299.437500 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -1014299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1014346.875000 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -1014347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1014387.875000 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -1014388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1014425.062500 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -1014425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1014447.625000 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -1014448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1014468.000000 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -1014468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1014482.937500 Penalty: 4495.420410
	Iteration 19Q: 3 clusters Score -1014483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1014499.125000 Penalty: 4495.420410
	Iteration 20F: 3 clusters Score -1014499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1014509.312500 Penalty: 4495.420410
	Iteration 21Q: 3 clusters Score -1014509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1014518.625000 Penalty: 4495.420410
	Iteration 22Q: 3 clusters Score -1014519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1014526.687500 Penalty: 4495.420410
	Iteration 23Q: 3 clusters Score -1014527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1014534.062500 Penalty: 4495.420410
	Iteration 24Q: 3 clusters Score -1014534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1014539.500000 Penalty: 4495.420410
	Iteration 25Q: 3 clusters Score -1014540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1014548.000000 Penalty: 4495.420410
	Iteration 26Q: 3 clusters Score -1014548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1014553.812500 Penalty: 4495.420410
	Iteration 27Q: 3 clusters Score -1014554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1014557.250000 Penalty: 4495.420410
	Iteration 28Q: 3 clusters Score -1014557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1014561.250000 Penalty: 4495.420410
	Iteration 29Q: 3 clusters Score -1014561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1014565.562500 Penalty: 4495.420410
	Iteration 30Q: 3 clusters Score -1014566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1014566.687500 Penalty: 4495.420410
	Iteration 31Q: 3 clusters Score -1014567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1014568.437500 Penalty: 4495.420410
	Iteration 32Q: 3 clusters Score -1014568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1014569.125000 Penalty: 4495.420410
	Iteration 33Q: 3 clusters Score -1014569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1014570.562500 Penalty: 4495.420410
	Iteration 34Q: 3 clusters Score -1014571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1014570.500000 Penalty: 4495.420410
	Iteration 35Q: 3 clusters Score -1014570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1014571.812500 Penalty: 4495.420410
	Iteration 36Q: 3 clusters Score -1014572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1014571.812500 Penalty: 4495.420410
	Iteration 37F: 3 clusters Score -1014572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -723811.500000 Penalty: 2170.130127
	Iteration 0F: 2 clusters Score -723811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -718496.750000 Penalty: 4340.260254
	Iteration 0F: 3 clusters Score -718496.8 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -719809.500000 Penalty: 4340.260254
	Iteration 1F: 3 clusters Score -719809.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -720020.437500 Penalty: 4340.260254
	Iteration 2F: 3 clusters Score -720020.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -720147.375000 Penalty: 4340.260254
	Iteration 3Q: 3 clusters Score -720147.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -720249.062500 Penalty: 4340.260254
	Iteration 4Q: 3 clusters Score -720249.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -720343.000000 Penalty: 4340.260254
	Iteration 5Q: 3 clusters Score -720343 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -720431.562500 Penalty: 4340.260254
	Iteration 6Q: 3 clusters Score -720431.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -720502.562500 Penalty: 4340.260254
	Iteration 7Q: 3 clusters Score -720502.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -720563.687500 Penalty: 4340.260254
	Iteration 8Q: 3 clusters Score -720563.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -720613.875000 Penalty: 4340.260254
	Iteration 9Q: 3 clusters Score -720613.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -720676.750000 Penalty: 4340.260254
	Iteration 10Q: 3 clusters Score -720676.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -720753.187500 Penalty: 4340.260254
	Iteration 11Q: 3 clusters Score -720753.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -720827.187500 Penalty: 4340.260254
	Iteration 12Q: 3 clusters Score -720827.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -720898.625000 Penalty: 4340.260254
	Iteration 13Q: 3 clusters Score -720898.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -720962.500000 Penalty: 4340.260254
	Iteration 14Q: 3 clusters Score -720962.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -721027.937500 Penalty: 4340.260254
	Iteration 15Q: 3 clusters Score -721027.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -721086.812500 Penalty: 4340.260254
	Iteration 16Q: 3 clusters Score -721086.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -721146.687500 Penalty: 4340.260254
	Iteration 17Q: 3 clusters Score -721146.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -721198.937500 Penalty: 4340.260254
	Iteration 18Q: 3 clusters Score -721198.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -721254.812500 Penalty: 4340.260254
	Iteration 19Q: 3 clusters Score -721254.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -721309.625000 Penalty: 4340.260254
	Iteration 20F: 3 clusters Score -721309.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -721361.812500 Penalty: 4340.260254
	Iteration 21Q: 3 clusters Score -721361.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -721414.312500 Penalty: 4340.260254
	Iteration 22Q: 3 clusters Score -721414.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -721465.500000 Penalty: 4340.260254
	Iteration 23Q: 3 clusters Score -721465.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -721511.562500 Penalty: 4340.260254
	Iteration 24Q: 3 clusters Score -721511.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -721564.187500 Penalty: 4340.260254
	Iteration 25Q: 3 clusters Score -721564.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -721613.187500 Penalty: 4340.260254
	Iteration 26Q: 3 clusters Score -721613.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -721662.250000 Penalty: 4340.260254
	Iteration 27Q: 3 clusters Score -721662.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -721716.187500 Penalty: 4340.260254
	Iteration 28Q: 3 clusters Score -721716.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -721779.062500 Penalty: 4340.260254
	Iteration 29Q: 3 clusters Score -721779.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -721846.187500 Penalty: 4340.260254
	Iteration 30Q: 3 clusters Score -721846.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -721923.062500 Penalty: 4340.260254
	Iteration 31Q: 3 clusters Score -721923.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -722009.875000 Penalty: 4340.260254
	Iteration 32Q: 3 clusters Score -722009.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -722120.687500 Penalty: 4340.260254
	Iteration 33Q: 3 clusters Score -722120.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -722331.125000 Penalty: 4340.260254
	Iteration 34Q: 3 clusters Score -722331.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -722580.062500 Penalty: 4340.260254
	Iteration 35Q: 3 clusters Score -722580.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -722910.312500 Penalty: 4340.260254
	Iteration 36Q: 3 clusters Score -722910.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -723286.312500 Penalty: 4340.260254
	Iteration 37Q: 3 clusters Score -723286.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -723538.250000 Penalty: 4340.260254
	Iteration 38Q: 3 clusters Score -723538.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -723687.062500 Penalty: 4340.260254
	Iteration 39Q: 3 clusters Score -723687.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -723767.625000 Penalty: 4340.260254
	Iteration 40F: 3 clusters Score -723767.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -723811.625000 Penalty: 4340.260254
	Iteration 41Q: 3 clusters Score -723811.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -723833.062500 Penalty: 4340.260254
	Iteration 42Q: 3 clusters Score -723833.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -723849.437500 Penalty: 4340.260254
	Iteration 43Q: 3 clusters Score -723849.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -723869.875000 Penalty: 4340.260254
	Iteration 44Q: 3 clusters Score -723869.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -723881.062500 Penalty: 4340.260254
	Iteration 45Q: 3 clusters Score -723881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -723889.312500 Penalty: 4340.260254
	Iteration 46Q: 3 clusters Score -723889.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -723894.437500 Penalty: 4340.260254
	Iteration 47Q: 3 clusters Score -723894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -723897.875000 Penalty: 4340.260254
	Iteration 48Q: 3 clusters Score -723897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -723903.375000 Penalty: 4340.260254
	Iteration 49Q: 3 clusters Score -723903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -723905.875000 Penalty: 4340.260254
	Iteration 50Q: 3 clusters Score -723905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -723910.000000 Penalty: 4340.260254
	Iteration 51Q: 3 clusters Score -723910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -723913.437500 Penalty: 4340.260254
	Iteration 52Q: 3 clusters Score -723913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -723916.625000 Penalty: 4340.260254
	Iteration 53Q: 3 clusters Score -723916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -723918.062500 Penalty: 4340.260254
	Iteration 54Q: 3 clusters Score -723918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -723920.750000 Penalty: 4340.260254
	Iteration 55Q: 3 clusters Score -723920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -723920.937500 Penalty: 4340.260254
	Iteration 56Q: 3 clusters Score -723920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -723921.625000 Penalty: 4340.260254
	Iteration 57Q: 3 clusters Score -723921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -723922.812500 Penalty: 4340.260254
	Iteration 58Q: 3 clusters Score -723922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -723925.562500 Penalty: 4340.260254
	Iteration 59Q: 3 clusters Score -723925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -723926.875000 Penalty: 4340.260254
	Iteration 60F: 3 clusters Score -723926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -723925.875000 Penalty: 4340.260254
	Iteration 61Q: 3 clusters Score -723925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -723925.625000 Penalty: 4340.260254
	Iteration 62Q: 3 clusters Score -723925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -723928.437500 Penalty: 4340.260254
	Iteration 63Q: 3 clusters Score -723928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -723926.625000 Penalty: 4340.260254
	Iteration 64Q: 3 clusters Score -723926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -723926.625000 Penalty: 4340.260254
	Iteration 65F: 3 clusters Score -723926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
Score: -45035740.000000 Penalty: 108619.007812
Splitting cluster 21 changes total score from -45036700.000000 to -45035740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -292904.406250 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -292904.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289953.500000 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -289953.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290500.843750 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -290500.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290657.718750 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -290657.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -290751.687500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -290751.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290826.718750 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -290826.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290882.812500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -290882.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290924.187500 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -290924.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -290954.906250 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -290954.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -290983.843750 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -290983.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -291007.750000 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -291007.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291023.093750 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -291023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291034.687500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -291034.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -291041.718750 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -291041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291044.312500 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -291044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -291047.031250 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -291047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291053.781250 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -291053.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291060.968750 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -291061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -291064.000000 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -291064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -291067.343750 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -291067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291069.218750 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -291069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -291074.937500 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -291074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -291076.437500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -291076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291079.687500 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -291079.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291084.843750 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -291084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291087.250000 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -291087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -291089.312500 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -291089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291090.937500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -291090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291092.875000 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -291092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291095.406250 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -291095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291096.187500 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -291096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291097.312500 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -291097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291099.531250 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -291099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291101.218750 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -291101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -291101.750000 Penalty: 3891.132080
	Iteration 33Q: 3 clusters Score -291101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -291103.031250 Penalty: 3891.132080
	Iteration 34Q: 3 clusters Score -291103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291103.156250 Penalty: 3891.132080
	Iteration 35Q: 3 clusters Score -291103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291103.500000 Penalty: 3891.132080
	Iteration 36Q: 3 clusters Score -291103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291104.375000 Penalty: 3891.132080
	Iteration 37Q: 3 clusters Score -291104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291104.375000 Penalty: 3891.132080
	Iteration 38F: 3 clusters Score -291104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -312563.468750 Penalty: 1978.961060
	Iteration 0F: 2 clusters Score -312563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309376.687500 Penalty: 3957.922119
	Iteration 0F: 3 clusters Score -309376.7 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310075.718750 Penalty: 3957.922119
	Iteration 1F: 3 clusters Score -310075.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -310265.093750 Penalty: 3957.922119
	Iteration 2F: 3 clusters Score -310265.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -310374.937500 Penalty: 3957.922119
	Iteration 3Q: 3 clusters Score -310374.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310451.375000 Penalty: 3957.922119
	Iteration 4Q: 3 clusters Score -310451.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -310521.687500 Penalty: 3957.922119
	Iteration 5Q: 3 clusters Score -310521.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -310574.062500 Penalty: 3957.922119
	Iteration 6Q: 3 clusters Score -310574.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -310631.125000 Penalty: 3957.922119
	Iteration 7Q: 3 clusters Score -310631.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -310701.812500 Penalty: 3957.922119
	Iteration 8Q: 3 clusters Score -310701.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -310799.531250 Penalty: 3957.922119
	Iteration 9Q: 3 clusters Score -310799.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -310903.625000 Penalty: 3957.922119
	Iteration 10Q: 3 clusters Score -310903.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -311022.593750 Penalty: 3957.922119
	Iteration 11Q: 3 clusters Score -311022.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -311140.125000 Penalty: 3957.922119
	Iteration 12Q: 3 clusters Score -311140.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -311222.437500 Penalty: 3957.922119
	Iteration 13Q: 3 clusters Score -311222.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -311295.843750 Penalty: 3957.922119
	Iteration 14Q: 3 clusters Score -311295.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -311345.625000 Penalty: 3957.922119
	Iteration 15Q: 3 clusters Score -311345.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -311387.531250 Penalty: 3957.922119
	Iteration 16Q: 3 clusters Score -311387.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -311410.375000 Penalty: 3957.922119
	Iteration 17Q: 3 clusters Score -311410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -311426.500000 Penalty: 3957.922119
	Iteration 18Q: 3 clusters Score -311426.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -311440.531250 Penalty: 3957.922119
	Iteration 19Q: 3 clusters Score -311440.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -311450.968750 Penalty: 3957.922119
	Iteration 20F: 3 clusters Score -311451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -311458.750000 Penalty: 3957.922119
	Iteration 21Q: 3 clusters Score -311458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -311462.968750 Penalty: 3957.922119
	Iteration 22Q: 3 clusters Score -311463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -311464.906250 Penalty: 3957.922119
	Iteration 23Q: 3 clusters Score -311464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -311466.062500 Penalty: 3957.922119
	Iteration 24Q: 3 clusters Score -311466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -311469.062500 Penalty: 3957.922119
	Iteration 25Q: 3 clusters Score -311469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -311481.218750 Penalty: 3957.922119
	Iteration 26Q: 3 clusters Score -311481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -311501.750000 Penalty: 3957.922119
	Iteration 27Q: 3 clusters Score -311501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -311516.781250 Penalty: 3957.922119
	Iteration 28Q: 3 clusters Score -311516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -311528.000000 Penalty: 3957.922119
	Iteration 29Q: 3 clusters Score -311528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -311535.125000 Penalty: 3957.922119
	Iteration 30Q: 3 clusters Score -311535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -311541.468750 Penalty: 3957.922119
	Iteration 31Q: 3 clusters Score -311541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -311549.250000 Penalty: 3957.922119
	Iteration 32Q: 3 clusters Score -311549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -311549.625000 Penalty: 3957.922119
	Iteration 33Q: 3 clusters Score -311549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -311550.281250 Penalty: 3957.922119
	Iteration 34Q: 3 clusters Score -311550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -311557.281250 Penalty: 3957.922119
	Iteration 35F: 3 clusters Score -311557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -311569.125000 Penalty: 3957.922119
	Iteration 36Q: 3 clusters Score -311569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -311574.781250 Penalty: 3957.922119
	Iteration 37Q: 3 clusters Score -311574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -311582.250000 Penalty: 3957.922119
	Iteration 38Q: 3 clusters Score -311582.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -311594.531250 Penalty: 3957.922119
	Iteration 39Q: 3 clusters Score -311594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -311606.906250 Penalty: 3957.922119
	Iteration 40F: 3 clusters Score -311606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -311616.187500 Penalty: 3957.922119
	Iteration 41Q: 3 clusters Score -311616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -311625.156250 Penalty: 3957.922119
	Iteration 42Q: 3 clusters Score -311625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -311629.156250 Penalty: 3957.922119
	Iteration 43Q: 3 clusters Score -311629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -311631.968750 Penalty: 3957.922119
	Iteration 44Q: 3 clusters Score -311632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -311632.312500 Penalty: 3957.922119
	Iteration 45Q: 3 clusters Score -311632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -311633.125000 Penalty: 3957.922119
	Iteration 46Q: 3 clusters Score -311633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -311632.968750 Penalty: 3957.922119
	Iteration 47Q: 3 clusters Score -311633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -311632.968750 Penalty: 3957.922119
	Iteration 48F: 3 clusters Score -311633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Entering Unmasked Estep 
Score: -1319627.625000 Penalty: 2329.504150
	Iteration 0F: 2 clusters Score -1319628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1310736.000000 Penalty: 4659.008301
	Iteration 0F: 3 clusters Score -1310736 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1313704.125000 Penalty: 4659.008301
	Iteration 1F: 3 clusters Score -1313704 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1314423.625000 Penalty: 4659.008301
	Iteration 2F: 3 clusters Score -1314424 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1315141.875000 Penalty: 4659.008301
	Iteration 3F: 3 clusters Score -1315142 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1315808.375000 Penalty: 4659.008301
	Iteration 4F: 3 clusters Score -1315808 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1316361.500000 Penalty: 4659.008301
	Iteration 5F: 3 clusters Score -1316362 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1316745.500000 Penalty: 4659.008301
	Iteration 6F: 3 clusters Score -1316746 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1317034.875000 Penalty: 4659.008301
	Iteration 7Q: 3 clusters Score -1317035 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1317227.500000 Penalty: 4659.008301
	Iteration 8Q: 3 clusters Score -1317228 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1317362.625000 Penalty: 4659.008301
	Iteration 9Q: 3 clusters Score -1317363 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1317469.875000 Penalty: 4659.008301
	Iteration 10Q: 3 clusters Score -1317470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1317541.000000 Penalty: 4659.008301
	Iteration 11Q: 3 clusters Score -1317541 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1317602.125000 Penalty: 4659.008301
	Iteration 12Q: 3 clusters Score -1317602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1317660.875000 Penalty: 4659.008301
	Iteration 13Q: 3 clusters Score -1317661 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1317730.500000 Penalty: 4659.008301
	Iteration 14Q: 3 clusters Score -1317730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1317780.000000 Penalty: 4659.008301
	Iteration 15Q: 3 clusters Score -1317780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1317827.750000 Penalty: 4659.008301
	Iteration 16Q: 3 clusters Score -1317828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1317871.250000 Penalty: 4659.008301
	Iteration 17Q: 3 clusters Score -1317871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1317903.875000 Penalty: 4659.008301
	Iteration 18Q: 3 clusters Score -1317904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1317937.875000 Penalty: 4659.008301
	Iteration 19Q: 3 clusters Score -1317938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1317967.750000 Penalty: 4659.008301
	Iteration 20F: 3 clusters Score -1317968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1317980.750000 Penalty: 4659.008301
	Iteration 21Q: 3 clusters Score -1317981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1317991.750000 Penalty: 4659.008301
	Iteration 22Q: 3 clusters Score -1317992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1318003.500000 Penalty: 4659.008301
	Iteration 23Q: 3 clusters Score -1318004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1318014.250000 Penalty: 4659.008301
	Iteration 24Q: 3 clusters Score -1318014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1318024.000000 Penalty: 4659.008301
	Iteration 25Q: 3 clusters Score -1318024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1318037.875000 Penalty: 4659.008301
	Iteration 26Q: 3 clusters Score -1318038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1318051.875000 Penalty: 4659.008301
	Iteration 27Q: 3 clusters Score -1318052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1318065.750000 Penalty: 4659.008301
	Iteration 28Q: 3 clusters Score -1318066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1318081.125000 Penalty: 4659.008301
	Iteration 29Q: 3 clusters Score -1318081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1318092.500000 Penalty: 4659.008301
	Iteration 30Q: 3 clusters Score -1318092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1318101.000000 Penalty: 4659.008301
	Iteration 31Q: 3 clusters Score -1318101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1318111.375000 Penalty: 4659.008301
	Iteration 32Q: 3 clusters Score -1318111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1318119.250000 Penalty: 4659.008301
	Iteration 33Q: 3 clusters Score -1318119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1318128.125000 Penalty: 4659.008301
	Iteration 34Q: 3 clusters Score -1318128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1318131.875000 Penalty: 4659.008301
	Iteration 35Q: 3 clusters Score -1318132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1318138.625000 Penalty: 4659.008301
	Iteration 36Q: 3 clusters Score -1318139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1318142.125000 Penalty: 4659.008301
	Iteration 37Q: 3 clusters Score -1318142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1318149.250000 Penalty: 4659.008301
	Iteration 38Q: 3 clusters Score -1318149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1318151.375000 Penalty: 4659.008301
	Iteration 39Q: 3 clusters Score -1318151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1318152.875000 Penalty: 4659.008301
	Iteration 40F: 3 clusters Score -1318153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1318154.125000 Penalty: 4659.008301
	Iteration 41Q: 3 clusters Score -1318154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1318158.125000 Penalty: 4659.008301
	Iteration 42Q: 3 clusters Score -1318158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1318159.875000 Penalty: 4659.008301
	Iteration 43Q: 3 clusters Score -1318160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1318160.750000 Penalty: 4659.008301
	Iteration 44Q: 3 clusters Score -1318161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1318164.500000 Penalty: 4659.008301
	Iteration 45Q: 3 clusters Score -1318164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1318166.375000 Penalty: 4659.008301
	Iteration 46Q: 3 clusters Score -1318166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1318169.125000 Penalty: 4659.008301
	Iteration 47Q: 3 clusters Score -1318169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1318166.875000 Penalty: 4659.008301
	Iteration 48Q: 3 clusters Score -1318167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1318165.250000 Penalty: 4659.008301
	Iteration 49Q: 3 clusters Score -1318165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1318166.625000 Penalty: 4659.008301
	Iteration 50Q: 3 clusters Score -1318167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1318167.500000 Penalty: 4659.008301
	Iteration 51Q: 3 clusters Score -1318168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1318166.500000 Penalty: 4659.008301
	Iteration 52Q: 3 clusters Score -1318166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1318166.500000 Penalty: 4659.008301
	Iteration 53Q: 3 clusters Score -1318166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1318168.875000 Penalty: 4659.008301
	Iteration 54Q: 3 clusters Score -1318169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1318169.375000 Penalty: 4659.008301
	Iteration 55Q: 3 clusters Score -1318169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1318169.375000 Penalty: 4659.008301
	Iteration 56F: 3 clusters Score -1318169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -413590.750000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -413590.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -409903.843750 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -409903.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -410749.656250 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -410749.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -410976.343750 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -410976.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -411148.750000 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -411148.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -411309.187500 Penalty: 4080.247803
	Iteration 4F: 3 clusters Score -411309.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -411440.593750 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -411440.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -411537.343750 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -411537.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -411617.406250 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -411617.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -411708.375000 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -411708.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -411812.875000 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -411812.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -411891.906250 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -411891.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -411935.437500 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -411935.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -411968.000000 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -411968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -411990.812500 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -411990.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -412016.593750 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -412016.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -412034.000000 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -412034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -412044.687500 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -412044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -412051.375000 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -412051.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -412057.343750 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -412057.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -412066.968750 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -412067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -412073.812500 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -412073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -412080.250000 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -412080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -412085.093750 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -412085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -412086.875000 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -412086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -412089.281250 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -412089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -412090.562500 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -412090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -412093.468750 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -412093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -412095.500000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -412095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -412096.218750 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -412096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -412096.218750 Penalty: 4080.247803
	Iteration 29F: 3 clusters Score -412096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -323255.000000 Penalty: 1975.369263
	Iteration 0F: 2 clusters Score -323255 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 1423 members 
Entering Unmasked Estep 
Score: -320060.718750 Penalty: 3950.738525
	Iteration 0F: 3 clusters Score -320060.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -320661.312500 Penalty: 3950.738525
	Iteration 1F: 3 clusters Score -320661.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -320811.593750 Penalty: 3950.738525
	Iteration 2F: 3 clusters Score -320811.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -320928.593750 Penalty: 3950.738525
	Iteration 3Q: 3 clusters Score -320928.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321044.906250 Penalty: 3950.738525
	Iteration 4Q: 3 clusters Score -321044.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321159.125000 Penalty: 3950.738525
	Iteration 5Q: 3 clusters Score -321159.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321271.250000 Penalty: 3950.738525
	Iteration 6Q: 3 clusters Score -321271.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321373.031250 Penalty: 3950.738525
	Iteration 7Q: 3 clusters Score -321373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321452.750000 Penalty: 3950.738525
	Iteration 8Q: 3 clusters Score -321452.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -321511.406250 Penalty: 3950.738525
	Iteration 9Q: 3 clusters Score -321511.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321589.250000 Penalty: 3950.738525
	Iteration 10Q: 3 clusters Score -321589.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -321654.750000 Penalty: 3950.738525
	Iteration 11Q: 3 clusters Score -321654.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321723.437500 Penalty: 3950.738525
	Iteration 12Q: 3 clusters Score -321723.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -321771.843750 Penalty: 3950.738525
	Iteration 13Q: 3 clusters Score -321771.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321797.343750 Penalty: 3950.738525
	Iteration 14Q: 3 clusters Score -321797.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -321817.187500 Penalty: 3950.738525
	Iteration 15Q: 3 clusters Score -321817.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321832.750000 Penalty: 3950.738525
	Iteration 16Q: 3 clusters Score -321832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -321841.656250 Penalty: 3950.738525
	Iteration 17Q: 3 clusters Score -321841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -321850.468750 Penalty: 3950.738525
	Iteration 18Q: 3 clusters Score -321850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -321858.500000 Penalty: 3950.738525
	Iteration 19Q: 3 clusters Score -321858.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -321865.312500 Penalty: 3950.738525
	Iteration 20F: 3 clusters Score -321865.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -321872.281250 Penalty: 3950.738525
	Iteration 21Q: 3 clusters Score -321872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321874.406250 Penalty: 3950.738525
	Iteration 22Q: 3 clusters Score -321874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -321876.968750 Penalty: 3950.738525
	Iteration 23Q: 3 clusters Score -321877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -321879.375000 Penalty: 3950.738525
	Iteration 24Q: 3 clusters Score -321879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321881.718750 Penalty: 3950.738525
	Iteration 25Q: 3 clusters Score -321881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321883.937500 Penalty: 3950.738525
	Iteration 26Q: 3 clusters Score -321883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -321886.062500 Penalty: 3950.738525
	Iteration 27Q: 3 clusters Score -321886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -321888.218750 Penalty: 3950.738525
	Iteration 28Q: 3 clusters Score -321888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -321892.343750 Penalty: 3950.738525
	Iteration 29Q: 3 clusters Score -321892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -321896.687500 Penalty: 3950.738525
	Iteration 30Q: 3 clusters Score -321896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -321900.531250 Penalty: 3950.738525
	Iteration 31Q: 3 clusters Score -321900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -321905.031250 Penalty: 3950.738525
	Iteration 32Q: 3 clusters Score -321905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -321909.125000 Penalty: 3950.738525
	Iteration 33Q: 3 clusters Score -321909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321911.375000 Penalty: 3950.738525
	Iteration 34Q: 3 clusters Score -321911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321913.031250 Penalty: 3950.738525
	Iteration 35Q: 3 clusters Score -321913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321915.187500 Penalty: 3950.738525
	Iteration 36Q: 3 clusters Score -321915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -321918.593750 Penalty: 3950.738525
	Iteration 37Q: 3 clusters Score -321918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -321922.000000 Penalty: 3950.738525
	Iteration 38Q: 3 clusters Score -321922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -321927.906250 Penalty: 3950.738525
	Iteration 39Q: 3 clusters Score -321927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -321933.625000 Penalty: 3950.738525
	Iteration 40F: 3 clusters Score -321933.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -321938.093750 Penalty: 3950.738525
	Iteration 41Q: 3 clusters Score -321938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -321940.562500 Penalty: 3950.738525
	Iteration 42Q: 3 clusters Score -321940.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -321946.125000 Penalty: 3950.738525
	Iteration 43Q: 3 clusters Score -321946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -321947.000000 Penalty: 3950.738525
	Iteration 44Q: 3 clusters Score -321947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -321948.312500 Penalty: 3950.738525
	Iteration 45Q: 3 clusters Score -321948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -321949.062500 Penalty: 3950.738525
	Iteration 46Q: 3 clusters Score -321949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -321950.156250 Penalty: 3950.738525
	Iteration 47Q: 3 clusters Score -321950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -321950.375000 Penalty: 3950.738525
	Iteration 48Q: 3 clusters Score -321950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -321950.718750 Penalty: 3950.738525
	Iteration 49Q: 3 clusters Score -321950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -321951.250000 Penalty: 3950.738525
	Iteration 50Q: 3 clusters Score -321951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321952.843750 Penalty: 3950.738525
	Iteration 51Q: 3 clusters Score -321952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321952.375000 Penalty: 3950.738525
	Iteration 52Q: 3 clusters Score -321952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -321953.187500 Penalty: 3950.738525
	Iteration 53Q: 3 clusters Score -321953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321954.125000 Penalty: 3950.738525
	Iteration 54Q: 3 clusters Score -321954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321954.125000 Penalty: 3950.738525
	Iteration 55F: 3 clusters Score -321954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -730730.187500 Penalty: 2167.960449
	Iteration 0F: 2 clusters Score -730730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -725475.625000 Penalty: 4335.920898
	Iteration 0F: 3 clusters Score -725475.6 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -726848.687500 Penalty: 4335.920898
	Iteration 1F: 3 clusters Score -726848.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -727141.437500 Penalty: 4335.920898
	Iteration 2F: 3 clusters Score -727141.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -727398.062500 Penalty: 4335.920898
	Iteration 3F: 3 clusters Score -727398.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -727740.937500 Penalty: 4335.920898
	Iteration 4F: 3 clusters Score -727740.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -728143.437500 Penalty: 4335.920898
	Iteration 5F: 3 clusters Score -728143.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -728499.250000 Penalty: 4335.920898
	Iteration 6F: 3 clusters Score -728499.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -728758.750000 Penalty: 4335.920898
	Iteration 7F: 3 clusters Score -728758.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -728942.000000 Penalty: 4335.920898
	Iteration 8Q: 3 clusters Score -728942 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -729095.437500 Penalty: 4335.920898
	Iteration 9Q: 3 clusters Score -729095.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -729237.125000 Penalty: 4335.920898
	Iteration 10Q: 3 clusters Score -729237.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -729331.312500 Penalty: 4335.920898
	Iteration 11Q: 3 clusters Score -729331.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -729401.312500 Penalty: 4335.920898
	Iteration 12Q: 3 clusters Score -729401.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -729470.062500 Penalty: 4335.920898
	Iteration 13Q: 3 clusters Score -729470.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -729504.937500 Penalty: 4335.920898
	Iteration 14Q: 3 clusters Score -729504.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -729533.875000 Penalty: 4335.920898
	Iteration 15Q: 3 clusters Score -729533.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -729566.062500 Penalty: 4335.920898
	Iteration 16Q: 3 clusters Score -729566.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -729601.125000 Penalty: 4335.920898
	Iteration 17Q: 3 clusters Score -729601.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -729618.750000 Penalty: 4335.920898
	Iteration 18Q: 3 clusters Score -729618.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -729638.375000 Penalty: 4335.920898
	Iteration 19Q: 3 clusters Score -729638.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -729654.687500 Penalty: 4335.920898
	Iteration 20F: 3 clusters Score -729654.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -729669.250000 Penalty: 4335.920898
	Iteration 21Q: 3 clusters Score -729669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -729681.187500 Penalty: 4335.920898
	Iteration 22Q: 3 clusters Score -729681.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -729685.250000 Penalty: 4335.920898
	Iteration 23Q: 3 clusters Score -729685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -729686.812500 Penalty: 4335.920898
	Iteration 24Q: 3 clusters Score -729686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -729690.750000 Penalty: 4335.920898
	Iteration 25Q: 3 clusters Score -729690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -729694.250000 Penalty: 4335.920898
	Iteration 26Q: 3 clusters Score -729694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -729697.750000 Penalty: 4335.920898
	Iteration 27Q: 3 clusters Score -729697.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -729699.000000 Penalty: 4335.920898
	Iteration 28Q: 3 clusters Score -729699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -729703.687500 Penalty: 4335.920898
	Iteration 29Q: 3 clusters Score -729703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -729704.312500 Penalty: 4335.920898
	Iteration 30Q: 3 clusters Score -729704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -729704.750000 Penalty: 4335.920898
	Iteration 31Q: 3 clusters Score -729704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -729707.187500 Penalty: 4335.920898
	Iteration 32Q: 3 clusters Score -729707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -729708.687500 Penalty: 4335.920898
	Iteration 33Q: 3 clusters Score -729708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -729708.687500 Penalty: 4335.920898
	Iteration 34F: 3 clusters Score -729708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Entering Unmasked Estep 
Score: -9358970.000000 Penalty: 2791.809814
	Iteration 0F: 2 clusters Score -9358970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -9307009.000000 Penalty: 5583.619629
	Iteration 0F: 3 clusters Score -9307009 nChanged 36367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -9327426.000000 Penalty: 5583.619629
	Iteration 1F: 3 clusters Score -9327426 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -9328106.000000 Penalty: 5583.619629
	Iteration 2Q: 3 clusters Score -9328106 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -9328797.000000 Penalty: 5583.619629
	Iteration 3Q: 3 clusters Score -9328797 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -9329730.000000 Penalty: 5583.619629
	Iteration 4Q: 3 clusters Score -9329730 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9330762.000000 Penalty: 5583.619629
	Iteration 5Q: 3 clusters Score -9330762 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -9332198.000000 Penalty: 5583.619629
	Iteration 6Q: 3 clusters Score -9332198 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9334259.000000 Penalty: 5583.619629
	Iteration 7F: 3 clusters Score -9334259 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -9337258.000000 Penalty: 5583.619629
	Iteration 8F: 3 clusters Score -9337258 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -9341059.000000 Penalty: 5583.619629
	Iteration 9F: 3 clusters Score -9341059 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -9345161.000000 Penalty: 5583.619629
	Iteration 10F: 3 clusters Score -9345161 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -9348742.000000 Penalty: 5583.619629
	Iteration 11F: 3 clusters Score -9348742 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -9351331.000000 Penalty: 5583.619629
	Iteration 12Q: 3 clusters Score -9351331 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9353144.000000 Penalty: 5583.619629
	Iteration 13Q: 3 clusters Score -9353144 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9354316.000000 Penalty: 5583.619629
	Iteration 14Q: 3 clusters Score -9354316 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -9355054.000000 Penalty: 5583.619629
	Iteration 15Q: 3 clusters Score -9355054 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -9355606.000000 Penalty: 5583.619629
	Iteration 16Q: 3 clusters Score -9355606 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -9355918.000000 Penalty: 5583.619629
	Iteration 17Q: 3 clusters Score -9355918 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -9356123.000000 Penalty: 5583.619629
	Iteration 18Q: 3 clusters Score -9356123 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -9356255.000000 Penalty: 5583.619629
	Iteration 19Q: 3 clusters Score -9356255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -9356334.000000 Penalty: 5583.619629
	Iteration 20F: 3 clusters Score -9356334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -9356412.000000 Penalty: 5583.619629
	Iteration 21Q: 3 clusters Score -9356412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -9356465.000000 Penalty: 5583.619629
	Iteration 22Q: 3 clusters Score -9356465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9356496.000000 Penalty: 5583.619629
	Iteration 23Q: 3 clusters Score -9356496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9356510.000000 Penalty: 5583.619629
	Iteration 24Q: 3 clusters Score -9356510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -9356527.000000 Penalty: 5583.619629
	Iteration 25Q: 3 clusters Score -9356527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -9356537.000000 Penalty: 5583.619629
	Iteration 26Q: 3 clusters Score -9356537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -9356538.000000 Penalty: 5583.619629
	Iteration 27Q: 3 clusters Score -9356538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9356529.000000 Penalty: 5583.619629
	Iteration 28Q: 3 clusters Score -9356529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -9356536.000000 Penalty: 5583.619629
	Iteration 29Q: 3 clusters Score -9356536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -9356539.000000 Penalty: 5583.619629
	Iteration 30Q: 3 clusters Score -9356539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -9356554.000000 Penalty: 5583.619629
	Iteration 31Q: 3 clusters Score -9356554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -9356547.000000 Penalty: 5583.619629
	Iteration 32Q: 3 clusters Score -9356547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -9356548.000000 Penalty: 5583.619629
	Iteration 33Q: 3 clusters Score -9356548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -9356540.000000 Penalty: 5583.619629
	Iteration 34Q: 3 clusters Score -9356540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9356546.000000 Penalty: 5583.619629
	Iteration 35Q: 3 clusters Score -9356546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -9356559.000000 Penalty: 5583.619629
	Iteration 36Q: 3 clusters Score -9356559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9356559.000000 Penalty: 5583.619629
	Iteration 37Q: 3 clusters Score -9356559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -9356559.000000 Penalty: 5583.619629
	Iteration 38Q: 3 clusters Score -9356559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -9356559.000000 Penalty: 5583.619629
	Iteration 39F: 3 clusters Score -9356559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (66296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Entering Unmasked Estep 
Score: -7906508.000000 Penalty: 2753.267334
	Iteration 0F: 2 clusters Score -7906508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7861944.500000 Penalty: 5506.534668
	Iteration 0F: 3 clusters Score -7861944 nChanged 30814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -7879436.000000 Penalty: 5506.534668
	Iteration 1F: 3 clusters Score -7879436 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -7880168.500000 Penalty: 5506.534668
	Iteration 2Q: 3 clusters Score -7880168 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -7880971.000000 Penalty: 5506.534668
	Iteration 3Q: 3 clusters Score -7880971 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7881889.000000 Penalty: 5506.534668
	Iteration 4Q: 3 clusters Score -7881889 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7883003.000000 Penalty: 5506.534668
	Iteration 5Q: 3 clusters Score -7883003 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -7884662.000000 Penalty: 5506.534668
	Iteration 6Q: 3 clusters Score -7884662 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -7887220.500000 Penalty: 5506.534668
	Iteration 7F: 3 clusters Score -7887220 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -7890917.500000 Penalty: 5506.534668
	Iteration 8F: 3 clusters Score -7890918 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -7895349.000000 Penalty: 5506.534668
	Iteration 9F: 3 clusters Score -7895349 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -7899303.500000 Penalty: 5506.534668
	Iteration 10F: 3 clusters Score -7899304 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -7901813.000000 Penalty: 5506.534668
	Iteration 11Q: 3 clusters Score -7901813 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -7902964.000000 Penalty: 5506.534668
	Iteration 12Q: 3 clusters Score -7902964 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -7903553.500000 Penalty: 5506.534668
	Iteration 13Q: 3 clusters Score -7903554 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -7903747.000000 Penalty: 5506.534668
	Iteration 14Q: 3 clusters Score -7903747 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -7903885.500000 Penalty: 5506.534668
	Iteration 15Q: 3 clusters Score -7903886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -7903971.500000 Penalty: 5506.534668
	Iteration 16Q: 3 clusters Score -7903972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7904039.000000 Penalty: 5506.534668
	Iteration 17Q: 3 clusters Score -7904039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -7904089.000000 Penalty: 5506.534668
	Iteration 18Q: 3 clusters Score -7904089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -7904096.500000 Penalty: 5506.534668
	Iteration 19Q: 3 clusters Score -7904096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -7904119.500000 Penalty: 5506.534668
	Iteration 20F: 3 clusters Score -7904120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -7904135.000000 Penalty: 5506.534668
	Iteration 21Q: 3 clusters Score -7904135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -7904154.000000 Penalty: 5506.534668
	Iteration 22Q: 3 clusters Score -7904154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -7904157.000000 Penalty: 5506.534668
	Iteration 23Q: 3 clusters Score -7904157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -7904161.000000 Penalty: 5506.534668
	Iteration 24Q: 3 clusters Score -7904161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -7904168.000000 Penalty: 5506.534668
	Iteration 25Q: 3 clusters Score -7904168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7904171.500000 Penalty: 5506.534668
	Iteration 26Q: 3 clusters Score -7904172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -7904174.000000 Penalty: 5506.534668
	Iteration 27Q: 3 clusters Score -7904174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -7904171.500000 Penalty: 5506.534668
	Iteration 28Q: 3 clusters Score -7904172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -7904180.500000 Penalty: 5506.534668
	Iteration 29Q: 3 clusters Score -7904180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -7904186.500000 Penalty: 5506.534668
	Iteration 30Q: 3 clusters Score -7904186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -7904192.000000 Penalty: 5506.534668
	Iteration 31Q: 3 clusters Score -7904192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -7904192.000000 Penalty: 5506.534668
	Iteration 32F: 3 clusters Score -7904192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -447111.343750 Penalty: 2055.182373
	Iteration 0F: 2 clusters Score -447111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -443292.625000 Penalty: 4110.364746
	Iteration 0F: 3 clusters Score -443292.6 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -444167.531250 Penalty: 4110.364746
	Iteration 1F: 3 clusters Score -444167.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -444413.500000 Penalty: 4110.364746
	Iteration 2F: 3 clusters Score -444413.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -444601.656250 Penalty: 4110.364746
	Iteration 3F: 3 clusters Score -444601.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -444738.468750 Penalty: 4110.364746
	Iteration 4Q: 3 clusters Score -444738.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -444854.843750 Penalty: 4110.364746
	Iteration 5Q: 3 clusters Score -444854.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -444951.812500 Penalty: 4110.364746
	Iteration 6Q: 3 clusters Score -444951.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -445048.156250 Penalty: 4110.364746
	Iteration 7Q: 3 clusters Score -445048.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -445145.562500 Penalty: 4110.364746
	Iteration 8Q: 3 clusters Score -445145.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -445267.343750 Penalty: 4110.364746
	Iteration 9Q: 3 clusters Score -445267.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -445397.750000 Penalty: 4110.364746
	Iteration 10Q: 3 clusters Score -445397.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -445533.187500 Penalty: 4110.364746
	Iteration 11Q: 3 clusters Score -445533.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -445703.906250 Penalty: 4110.364746
	Iteration 12Q: 3 clusters Score -445703.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -445870.968750 Penalty: 4110.364746
	Iteration 13Q: 3 clusters Score -445871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -446020.968750 Penalty: 4110.364746
	Iteration 14Q: 3 clusters Score -446021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -446146.781250 Penalty: 4110.364746
	Iteration 15Q: 3 clusters Score -446146.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446241.812500 Penalty: 4110.364746
	Iteration 16Q: 3 clusters Score -446241.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -446349.937500 Penalty: 4110.364746
	Iteration 17Q: 3 clusters Score -446349.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -446467.500000 Penalty: 4110.364746
	Iteration 18Q: 3 clusters Score -446467.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -446571.656250 Penalty: 4110.364746
	Iteration 19Q: 3 clusters Score -446571.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -446668.687500 Penalty: 4110.364746
	Iteration 20F: 3 clusters Score -446668.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -446768.093750 Penalty: 4110.364746
	Iteration 21Q: 3 clusters Score -446768.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -446919.000000 Penalty: 4110.364746
	Iteration 22Q: 3 clusters Score -446919 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -447116.875000 Penalty: 4110.364746
	Iteration 23Q: 3 clusters Score -447116.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -447413.843750 Penalty: 4110.364746
	Iteration 24Q: 3 clusters Score -447413.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -447823.500000 Penalty: 4110.364746
	Iteration 25Q: 3 clusters Score -447823.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -448007.343750 Penalty: 4110.364746
	Iteration 26Q: 3 clusters Score -448007.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -448027.156250 Penalty: 4110.364746
	Iteration 27Q: 3 clusters Score -448027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -448029.343750 Penalty: 4110.364746
	Iteration 28Q: 3 clusters Score -448029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -448030.656250 Penalty: 4110.364746
	Iteration 29Q: 3 clusters Score -448030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -448030.656250 Penalty: 4110.364746
	Iteration 30F: 3 clusters Score -448030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 1347 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 10976 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
Score: -45036556.000000 Penalty: 108619.007812
Splitting cluster 31 changes total score from -45036700.000000 to -45036556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1014964.187500 Penalty: 2263.862793
	Iteration 0F: 2 clusters Score -1014964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1007829.562500 Penalty: 4527.725586
	Iteration 0F: 3 clusters Score -1007830 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1010127.687500 Penalty: 4527.725586
	Iteration 1F: 3 clusters Score -1010128 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1010563.125000 Penalty: 4527.725586
	Iteration 2F: 3 clusters Score -1010563 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1010874.625000 Penalty: 4527.725586
	Iteration 3F: 3 clusters Score -1010875 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1011171.250000 Penalty: 4527.725586
	Iteration 4Q: 3 clusters Score -1011171 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1011480.562500 Penalty: 4527.725586
	Iteration 5Q: 3 clusters Score -1011481 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1011796.062500 Penalty: 4527.725586
	Iteration 6Q: 3 clusters Score -1011796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1012135.437500 Penalty: 4527.725586
	Iteration 7Q: 3 clusters Score -1012135 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1012432.937500 Penalty: 4527.725586
	Iteration 8Q: 3 clusters Score -1012433 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1012666.687500 Penalty: 4527.725586
	Iteration 9Q: 3 clusters Score -1012667 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1012841.937500 Penalty: 4527.725586
	Iteration 10Q: 3 clusters Score -1012842 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1012984.625000 Penalty: 4527.725586
	Iteration 11Q: 3 clusters Score -1012985 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1013103.812500 Penalty: 4527.725586
	Iteration 12Q: 3 clusters Score -1013104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1013197.875000 Penalty: 4527.725586
	Iteration 13Q: 3 clusters Score -1013198 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1013279.250000 Penalty: 4527.725586
	Iteration 14Q: 3 clusters Score -1013279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1013359.812500 Penalty: 4527.725586
	Iteration 15Q: 3 clusters Score -1013360 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1013416.937500 Penalty: 4527.725586
	Iteration 16Q: 3 clusters Score -1013417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1013456.250000 Penalty: 4527.725586
	Iteration 17Q: 3 clusters Score -1013456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1013484.875000 Penalty: 4527.725586
	Iteration 18Q: 3 clusters Score -1013485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1013509.812500 Penalty: 4527.725586
	Iteration 19Q: 3 clusters Score -1013510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1013523.937500 Penalty: 4527.725586
	Iteration 20F: 3 clusters Score -1013524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1013536.562500 Penalty: 4527.725586
	Iteration 21Q: 3 clusters Score -1013537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1013546.687500 Penalty: 4527.725586
	Iteration 22Q: 3 clusters Score -1013547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1013553.812500 Penalty: 4527.725586
	Iteration 23Q: 3 clusters Score -1013554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1013558.375000 Penalty: 4527.725586
	Iteration 24Q: 3 clusters Score -1013558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1013564.562500 Penalty: 4527.725586
	Iteration 25Q: 3 clusters Score -1013565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1013574.312500 Penalty: 4527.725586
	Iteration 26Q: 3 clusters Score -1013574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1013581.750000 Penalty: 4527.725586
	Iteration 27Q: 3 clusters Score -1013582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1013584.375000 Penalty: 4527.725586
	Iteration 28Q: 3 clusters Score -1013584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1013585.000000 Penalty: 4527.725586
	Iteration 29Q: 3 clusters Score -1013585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1013587.187500 Penalty: 4527.725586
	Iteration 30Q: 3 clusters Score -1013587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1013590.625000 Penalty: 4527.725586
	Iteration 31Q: 3 clusters Score -1013591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1013594.437500 Penalty: 4527.725586
	Iteration 32Q: 3 clusters Score -1013594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1013597.000000 Penalty: 4527.725586
	Iteration 33Q: 3 clusters Score -1013597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1013602.500000 Penalty: 4527.725586
	Iteration 34Q: 3 clusters Score -1013602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1013606.687500 Penalty: 4527.725586
	Iteration 35Q: 3 clusters Score -1013607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1013607.312500 Penalty: 4527.725586
	Iteration 36Q: 3 clusters Score -1013607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1013608.625000 Penalty: 4527.725586
	Iteration 37Q: 3 clusters Score -1013609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1013610.000000 Penalty: 4527.725586
	Iteration 38Q: 3 clusters Score -1013610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1013612.500000 Penalty: 4527.725586
	Iteration 39Q: 3 clusters Score -1013612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1013610.812500 Penalty: 4527.725586
	Iteration 40F: 3 clusters Score -1013611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1013614.875000 Penalty: 4527.725586
	Iteration 41Q: 3 clusters Score -1013615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1013616.750000 Penalty: 4527.725586
	Iteration 42Q: 3 clusters Score -1013617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1013617.437500 Penalty: 4527.725586
	Iteration 43Q: 3 clusters Score -1013617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1013621.250000 Penalty: 4527.725586
	Iteration 44Q: 3 clusters Score -1013621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1013623.000000 Penalty: 4527.725586
	Iteration 45Q: 3 clusters Score -1013623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1013623.437500 Penalty: 4527.725586
	Iteration 46Q: 3 clusters Score -1013623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1013626.500000 Penalty: 4527.725586
	Iteration 47Q: 3 clusters Score -1013626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1013627.500000 Penalty: 4527.725586
	Iteration 48Q: 3 clusters Score -1013628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1013629.812500 Penalty: 4527.725586
	Iteration 49Q: 3 clusters Score -1013630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1013632.062500 Penalty: 4527.725586
	Iteration 50Q: 3 clusters Score -1013632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1013631.437500 Penalty: 4527.725586
	Iteration 51Q: 3 clusters Score -1013631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1013634.187500 Penalty: 4527.725586
	Iteration 52Q: 3 clusters Score -1013634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1013634.250000 Penalty: 4527.725586
	Iteration 53Q: 3 clusters Score -1013634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1013636.250000 Penalty: 4527.725586
	Iteration 54Q: 3 clusters Score -1013636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1013637.062500 Penalty: 4527.725586
	Iteration 55Q: 3 clusters Score -1013637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1013638.687500 Penalty: 4527.725586
	Iteration 56Q: 3 clusters Score -1013639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1013637.250000 Penalty: 4527.725586
	Iteration 57Q: 3 clusters Score -1013637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1013637.250000 Penalty: 4527.725586
	Iteration 58Q: 3 clusters Score -1013637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1013637.625000 Penalty: 4527.725586
	Iteration 59Q: 3 clusters Score -1013638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1013638.562500 Penalty: 4527.725586
	Iteration 60F: 3 clusters Score -1013639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1013638.562500 Penalty: 4527.725586
	Iteration 61Q: 3 clusters Score -1013639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1013638.562500 Penalty: 4527.725586
	Iteration 62F: 3 clusters Score -1013639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Entering Unmasked Estep 
Score: -1278409.750000 Penalty: 2307.259766
	Iteration 0F: 2 clusters Score -1278410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1270136.000000 Penalty: 4614.519531
	Iteration 0F: 3 clusters Score -1270136 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1272713.125000 Penalty: 4614.519531
	Iteration 1F: 3 clusters Score -1272713 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1273188.500000 Penalty: 4614.519531
	Iteration 2F: 3 clusters Score -1273188 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1273642.750000 Penalty: 4614.519531
	Iteration 3F: 3 clusters Score -1273643 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1274133.125000 Penalty: 4614.519531
	Iteration 4F: 3 clusters Score -1274133 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1274613.375000 Penalty: 4614.519531
	Iteration 5F: 3 clusters Score -1274613 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1275124.875000 Penalty: 4614.519531
	Iteration 6F: 3 clusters Score -1275125 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1275643.375000 Penalty: 4614.519531
	Iteration 7F: 3 clusters Score -1275643 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1276140.500000 Penalty: 4614.519531
	Iteration 8Q: 3 clusters Score -1276140 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1276615.625000 Penalty: 4614.519531
	Iteration 9Q: 3 clusters Score -1276616 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1277061.875000 Penalty: 4614.519531
	Iteration 10Q: 3 clusters Score -1277062 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1277529.250000 Penalty: 4614.519531
	Iteration 11Q: 3 clusters Score -1277529 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1277974.250000 Penalty: 4614.519531
	Iteration 12Q: 3 clusters Score -1277974 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1278231.250000 Penalty: 4614.519531
	Iteration 13Q: 3 clusters Score -1278231 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1278384.125000 Penalty: 4614.519531
	Iteration 14Q: 3 clusters Score -1278384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1278464.375000 Penalty: 4614.519531
	Iteration 15Q: 3 clusters Score -1278464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1278497.375000 Penalty: 4614.519531
	Iteration 16Q: 3 clusters Score -1278497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1278517.875000 Penalty: 4614.519531
	Iteration 17Q: 3 clusters Score -1278518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1278519.000000 Penalty: 4614.519531
	Iteration 18Q: 3 clusters Score -1278519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1278527.125000 Penalty: 4614.519531
	Iteration 19Q: 3 clusters Score -1278527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1278538.500000 Penalty: 4614.519531
	Iteration 20F: 3 clusters Score -1278538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1278544.125000 Penalty: 4614.519531
	Iteration 21Q: 3 clusters Score -1278544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1278543.750000 Penalty: 4614.519531
	Iteration 22Q: 3 clusters Score -1278544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1278545.875000 Penalty: 4614.519531
	Iteration 23Q: 3 clusters Score -1278546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1278545.000000 Penalty: 4614.519531
	Iteration 24Q: 3 clusters Score -1278545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1278546.000000 Penalty: 4614.519531
	Iteration 25Q: 3 clusters Score -1278546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1278546.125000 Penalty: 4614.519531
	Iteration 26Q: 3 clusters Score -1278546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1278546.750000 Penalty: 4614.519531
	Iteration 27Q: 3 clusters Score -1278547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1278546.750000 Penalty: 4614.519531
	Iteration 28F: 3 clusters Score -1278547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 73143 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 77443 members 
Mstep: Class 30 contains 66296 members 
Mstep: Class 31 contains 3972 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 8570 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 3723 members 
Entering Unmasked Estep 
Score: -45036004.000000 Penalty: 108619.007812
Splitting cluster 33 changes total score from -45036700.000000 to -45036004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -188122.890625 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -188122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185654.796875 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -185654.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -186207.562500 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -186207.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -186421.750000 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -186421.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186612.859375 Penalty: 3732.182373
	Iteration 3F: 3 clusters Score -186612.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -186784.921875 Penalty: 3732.182373
	Iteration 4F: 3 clusters Score -186784.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -186949.437500 Penalty: 3732.182373
	Iteration 5F: 3 clusters Score -186949.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -187106.109375 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -187106.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -187251.343750 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -187251.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -187454.187500 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -187454.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -187650.953125 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -187651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -187748.062500 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -187748.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -187784.968750 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -187785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -187805.609375 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -187805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -187817.437500 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -187817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -187822.765625 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -187822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -187823.656250 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -187823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -187829.187500 Penalty: 3732.182373
	Iteration 16F: 3 clusters Score -187829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -187833.843750 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -187833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -187837.671875 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -187837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -187840.250000 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -187840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -187843.187500 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -187843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -187844.390625 Penalty: 3732.182373
	Iteration 21Q: 3 clusters Score -187844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -187847.031250 Penalty: 3732.182373
	Iteration 22Q: 3 clusters Score -187847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -187848.437500 Penalty: 3732.182373
	Iteration 23Q: 3 clusters Score -187848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -187848.859375 Penalty: 3732.182373
	Iteration 24Q: 3 clusters Score -187848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -187849.296875 Penalty: 3732.182373
	Iteration 25Q: 3 clusters Score -187849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -187849.296875 Penalty: 3732.182373
	Iteration 26F: 3 clusters Score -187849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -430698.718750 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -430698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -427001.781250 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -427001.8 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -427779.500000 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -427779.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -427944.062500 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -427944.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -428031.687500 Penalty: 4078.253418
	Iteration 3Q: 3 clusters Score -428031.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428095.187500 Penalty: 4078.253418
	Iteration 4Q: 3 clusters Score -428095.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -428144.968750 Penalty: 4078.253418
	Iteration 5Q: 3 clusters Score -428145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -428187.281250 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -428187.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -428229.718750 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -428229.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -428268.843750 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -428268.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -428303.125000 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -428303.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -428328.125000 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -428328.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -428356.906250 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -428356.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -428391.906250 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -428391.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -428424.968750 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -428425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -428448.968750 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -428449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -428472.281250 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -428472.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -428487.937500 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -428487.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -428501.531250 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -428501.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -428518.156250 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -428518.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -428530.062500 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -428530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -428537.750000 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -428537.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -428546.406250 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -428546.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -428555.656250 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -428555.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -428563.718750 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -428563.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -428576.156250 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -428576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -428589.125000 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -428589.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -428604.875000 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -428604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -428611.687500 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -428611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -428628.812500 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -428628.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -428642.375000 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -428642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -428660.281250 Penalty: 4078.253418
	Iteration 30Q: 3 clusters Score -428660.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -428680.437500 Penalty: 4078.253418
	Iteration 31Q: 3 clusters Score -428680.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -428697.156250 Penalty: 4078.253418
	Iteration 32Q: 3 clusters Score -428697.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -428718.281250 Penalty: 4078.253418
	Iteration 33Q: 3 clusters Score -428718.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -428750.062500 Penalty: 4078.253418
	Iteration 34Q: 3 clusters Score -428750.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -428804.781250 Penalty: 4078.253418
	Iteration 35Q: 3 clusters Score -428804.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -428912.750000 Penalty: 4078.253418
	Iteration 36Q: 3 clusters Score -428912.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -429050.312500 Penalty: 4078.253418
	Iteration 37Q: 3 clusters Score -429050.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -429134.937500 Penalty: 4078.253418
	Iteration 38Q: 3 clusters Score -429134.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -429172.437500 Penalty: 4078.253418
	Iteration 39Q: 3 clusters Score -429172.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -429210.750000 Penalty: 4078.253418
	Iteration 40F: 3 clusters Score -429210.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -429245.468750 Penalty: 4078.253418
	Iteration 41Q: 3 clusters Score -429245.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429291.687500 Penalty: 4078.253418
	Iteration 42Q: 3 clusters Score -429291.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -429328.625000 Penalty: 4078.253418
	Iteration 43Q: 3 clusters Score -429328.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -429371.812500 Penalty: 4078.253418
	Iteration 44Q: 3 clusters Score -429371.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -429411.062500 Penalty: 4078.253418
	Iteration 45Q: 3 clusters Score -429411.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -429448.906250 Penalty: 4078.253418
	Iteration 46Q: 3 clusters Score -429448.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -429501.125000 Penalty: 4078.253418
	Iteration 47Q: 3 clusters Score -429501.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -429558.406250 Penalty: 4078.253418
	Iteration 48Q: 3 clusters Score -429558.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429620.968750 Penalty: 4078.253418
	Iteration 49Q: 3 clusters Score -429621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -429684.656250 Penalty: 4078.253418
	Iteration 50Q: 3 clusters Score -429684.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -429760.031250 Penalty: 4078.253418
	Iteration 51Q: 3 clusters Score -429760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -429838.218750 Penalty: 4078.253418
	Iteration 52Q: 3 clusters Score -429838.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -429897.875000 Penalty: 4078.253418
	Iteration 53Q: 3 clusters Score -429897.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429935.312500 Penalty: 4078.253418
	Iteration 54Q: 3 clusters Score -429935.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429965.187500 Penalty: 4078.253418
	Iteration 55Q: 3 clusters Score -429965.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -429992.250000 Penalty: 4078.253418
	Iteration 56Q: 3 clusters Score -429992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -430024.093750 Penalty: 4078.253418
	Iteration 57Q: 3 clusters Score -430024.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -430048.750000 Penalty: 4078.253418
	Iteration 58Q: 3 clusters Score -430048.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -430075.281250 Penalty: 4078.253418
	Iteration 59Q: 3 clusters Score -430075.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -430098.468750 Penalty: 4078.253418
	Iteration 60F: 3 clusters Score -430098.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -430117.187500 Penalty: 4078.253418
	Iteration 61Q: 3 clusters Score -430117.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -430144.718750 Penalty: 4078.253418
	Iteration 62Q: 3 clusters Score -430144.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -430173.718750 Penalty: 4078.253418
	Iteration 63Q: 3 clusters Score -430173.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -430195.031250 Penalty: 4078.253418
	Iteration 64Q: 3 clusters Score -430195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -430211.093750 Penalty: 4078.253418
	Iteration 65Q: 3 clusters Score -430211.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -430225.750000 Penalty: 4078.253418
	Iteration 66Q: 3 clusters Score -430225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -430232.812500 Penalty: 4078.253418
	Iteration 67Q: 3 clusters Score -430232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -430235.937500 Penalty: 4078.253418
	Iteration 68Q: 3 clusters Score -430235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -430236.093750 Penalty: 4078.253418
	Iteration 69Q: 3 clusters Score -430236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -430236.093750 Penalty: 4078.253418
	Iteration 70F: 3 clusters Score -430236.1 nChanged 0
--- Evaluating fit on full set of 1179231 points ---
Entering Unmasked Estep 
Score: -135250320.000000 Penalty: 114415.375000
25->34 Clusters: Score -135250320.000000, best is -135259248.000000

Main iterations: 0 (time per=infms)
Total iterations: 44448 (time per=128.738304ms)
Iterations metric 2: 958506401792.000000 (time per=5.969872ns)
Iterations metric 3: 28755181436928.000000 (time per=198.995794ps)

That took 5722.160156 seconds.
